Public report — picoclaw, published 6 Aug 2026.
Concrete security findings (CVE IDs, secret matches, dependency versions) are hidden in this version;
ask the repo owner for the full report.
790findings with an exact file:lineof 807 — the remainder are repo-wide signals (a dimension-level measurement, not a single line); open any file:line and verify
44/106dimensions across the health lenses138710 LoC — wide & deep
Executive summary
Read through the Production lens — the standard calibration. *Green* means good enough to run in production. The score is absolute and comparable across repos.
sipeed/picoclaw is sound in substance but carries real gaps (58%). It is not in crisis, but the issues below raise the cost of changing it — friction its consumers ultimately inherit.
It is strongest in Architecture (100%) — the structure is clean and changes stay contained. Maturity (82%) is solid too.
The area that most needs attention is Accessibility (53%) — it raises ongoing delivery and operational cost. Readiness (56%) is the next concern — releases are harder to depend on — versioning, release notes and dependency hygiene are thin, so consumers can't easily tell what changed or trust an upgrade.
Leadership focus, highest impact first: Give every control a programmatic label (a <label for> /… (Forms & labels); Make custom controls keyboard-operable (role + tabindex + key handler) (Keyboard semantics); accessibility in the toolchain (A11y enforcement).
For scale: Large (~138,710 production lines); rebuilding it from scratch would take roughly ~1.9 person-years (~1–4 engineers). Approximate, ±~30%.
It builds on a genuinely strong Architecture foundation (100%); the priorities above are the highest-leverage way to bring the rest up to that level.
How the score is built — each lens's share of the headlineWidth is the lens's weight in the worst-heaviest fold (the weakest area pulls hardest); colour is that lens's own band. A lens fixes the score in proportion to its width.
0.8× (at 58% quality) — the last 20% of quality is most of the work
Size & shape
Large · effort split not classified (source measured from disk; the effort-tier breakdown is a C#-only syntax walk)
This codebase represents roughly ~1.9 person-years of build effort (about ~€270,000 to rebuild). Its weakest lens is Accessibility at 53% — the part of that asset most exposed by the findings below.
How we model this: boilerplate at a scaffolding rate + logic × domain Standard (×1.0) — standard service × a 0.8× quality factor, at €60–95/h; indicative, ±~30% · size measured directly from source · effort from total production LoC as straight-line logic (the tier split is a C#-only syntax walk), a conservative lower bound. Indicative only — most sensitive to the hourly rate and the domain tier (both tunable in config).
Top priorities
The highest-leverage moves; the full ranked list is in the Roadmap below.
1
Give every control a programmatic label (a <label for> / wrapping <label> / aria-label) and every button text — a placeholder is not a label.
Enforce accessibility in the toolchain: add eslint-plugin-jsx-a11y, then assert with your test runner's axe binding (jest-axe, vitest-axe, cypress-axe or @axe-core/playwright) in tests, then gate axe/pa11y/Lighthouse in CI.
The top-ranked fix costs roughly 3–10 engineer-days once. Not doing it costs about 49.2–295.3 engineer-days every year, paid as drag on the ~261,020 lines this team changes annually — a bill that arrives whether or not anyone books it. On those figures the fix breaks even in roughly 1–2 months and is free after that. Method, stated so this is not read as a quotation: debt from the ranked task's effort band; interest = annual changed lines (measured, annualised from the 90-day window) ÷ an ASSUMED 150–400 lines per engineer-day × the 8–17% drag implied by the code-quality signals; breaking point = debt ÷ annual interest. A modelled planning range built from measured inputs and one named assumption — not a quotation, a valuation, or a certified figure.
Evidence: D15 churn: 64,361 line(s) changed over a 90-day window ⇒ ~261,020/year · D1/D2/D4 code quality: averaging 5.0/10 ⇒ a 8–17% drag on each change · top-ranked remediation: Medium effort ⇒ about 3–10 engineer-day(s)
→ Do the top-ranked fix now if this code will still be yours in 2 months.
Value concentrated against a weak lens · Medium · Value at risk
This is a Large asset (~1.9 person-years to rebuild), and its weakest lens is Accessibility at 53%. The operational and business risk on an asset this size concentrates there — that's where remediation buys the most protection.
→ Direct remediation budget at Accessibility first — highest risk-reduction per euro on an asset this size.
Highest-leverage move · Medium · Leverage
Of everything flagged, the best return on effort is: Give every control a programmatic label (a <label for> / wrapping <label> / aria-label) and every button text — a placeholder is not a label. The rest can wait behind it.
Evidence: priority ranking: top of 5 ranked by impact/effort
→ Give every control a programmatic label (a <label for> / wrapping <label> / aria-label) and every button text — a placeholder is not a label.
A velocity tax on every change · Medium · Economics
The code-quality signals (complexity, duplication, cohesion) average 5.0/10, which acts as a tax on every change in the weaker areas: modifications there plausibly cost on the order of 8–17% more than in clean code, and the tax compounds as the codebase grows. (A modelled estimate, not a measured fact.)
Evidence: D1/D2/D4 code quality: averaging 5.0/10 across the code-quality signals actually measured
→ Pay it down where churn is highest — the hotspots — not everywhere; that's where the tax is actually paid.
Architecture — module dependency matrix
109 modules, 258 dependencies — 4 dependency cycles, shown as the red cell(s) above the diagonal. Rows and columns are the same modules, ordered so that a module only depends on ones above it. A cell means the row depends on the column, and its number is how many type pairs create that dependency. Read one thing: is anything above the diagonal? A mark there is a dependency cycle. (A cycle is all this shows — an unusual but cycle-free dependency sits below the diagonal like any other.)
At a glance — Code Health · 70% · Adequate · gated by D1, D2
Findings mapped to OWASP categories; the specific CVEs/secrets are in the Security dimension cards below and findings.md (redacted only on the public version of this report).
OWASP category
Findings
Severity
A03:2021 — Injection
50
High / Critical
A05:2021 — Security Misconfiguration
11
High / Critical
A06:2021 — Vulnerable & Outdated Components
3
Medium
Roadmap
First, ensure every form control and button has a programmatic label or accessible text, and make all custom controls fully keyboard-operable with proper semantics. Next, enforce accessibility standards by integrating an a11y linting tool and automated testing in your CI pipeline. Then, establish release hygiene by stamping a version number in your build manifest to ensure traceability. Finally, improve test coverage by adding tests for all currently unreachable production modules.
Ranked by impact ÷ effort. "Helps" is the estimated gain on the 0–100 health score.
Do this
Helps
Effort
Dimension
Give every control a programmatic label (a <label for> / wrapping <label> / aria-label) and every button text — a placeholder is not a label.
Enforce accessibility in the toolchain: add eslint-plugin-jsx-a11y, then assert with your test runner's axe binding (jest-axe, vitest-axe, cypress-axe or @axe-core/playwright) in tests, then gate axe/pa11y/Lighthouse in CI.
Stamp a version in your build/package manifest (e.g. csproj <Version>, package.json, pyproject.toml, Cargo.toml, or a VERSION file) or tag releases with semver so builds and releases are traceable.
Watchdog is a deep, periodic assessment — run each sprint, monthly, or quarterly, taking the time to go wider and deeper than a quick check and surfacing in one coherent report what you'd otherwise piece together from a dozen separate tools. It scores deterministically: the same commit yields the same score, every run. 41 of 44 evaluated dimensions are computed purely by tools and static analysis (confidence 1.0); 3 documentation/naming judgement(s) are LLM-assisted and labelled advisory. Overall confidence is 0.6 — the weighted average across measured dimensions; it falls as more of the score leans on LLM-assisted judgement and rises when it's fully tool-backed.
Every figure here is one of three kinds, and we label which: ✓ Measured — a deterministic fact (LoC, complexity, coverage); ~ Modeled — an estimate from a stated model (cost, effort, value-at-risk), always a range with its assumptions, never a precise fact; ◐ Advisory — an LLM prose judgement. We never present a modelled estimate as if it were measured. Perfect or absent scores carry their provenance too (ADR-0011): ✓ Tool-verified means the property itself was measured across the surface; ○ Nothing flagged means the probes came back clean — a claim bounded by what a repository can show; ⊘ Not evidenced means a working control (a tested restore, an automated rollback) showed no positive evidence — absence of evidence is not evidence of a control, so it's excluded from the score rather than awarded a spurious 10; ◐ Sampled · advisory marks an LLM verdict over a bounded sample — advisory, never a deterministic measurement.
What we checked — 44 dimensions across the health lenses
Each chip is a dimension scored from real signals across architecture, testing, dependencies, security & compliance, documentation, git-history and code quality — in one coherent pass. A surface report typically covers a handful.
How to trust any code-health report — three questions
Can you open the finding? Real findings cite a repo-relative file and line you can open at the cited line — never an absolute scratch path. Here, 790 of 807 do; the remainder are repo-wide signals — a dimension-level measurement, not a single line. (Every path in this report is repo-relative by construction: paths are normalized at the producer and the report is rejected if any rooted path leaks through.)
Is there a tool behind the number? Every score below names the method that produced it — Roslyn, git, a scanner, or (for a handful of documentation/naming dimensions) an LLM labelled sampled · advisory — not a narrative.
Does re-running give the same result? Run it again on the same commit and the score — and this report, byte for byte — is identical. A report whose numbers move between runs is describing the run, not the code.
This report answers yes to all three. That's the bar to hold any assessment to.
Tools & methods
The actual versions used this run (captured at analysis time) — re-run on the same commit for the identical score.
Method
Backs
Version
Evaluator
Roslyn static analysis
Complexity, cohesion, coupling, dead code, API surface, layering
What ran differently this time — a tool absent, degraded, or that fell back to an estimate. Named openly, not folded silently into the scores. A degraded run also records its exact cause in diagnostics.md.
D30 Dependency Vulnerabilities — scanner not present in this environment — The backing tool was not installed where this scan ran, so this dimension was not scored. Install the tool (or run in the hosted environment, where it is always present) for a graded result.
Repo exclusion declarations: 10 pattern(s) declared (.gitattributes linguist-generated/vendored, .editorconfig generated_code) excluded 0 source file(s) from code-quality scoring. Declarations are the repo's own visible statement that a tree is machine-written or vendored — auditable in any diff, honored by GitHub the same way.
Limitations & what we did not check
Watchdog assesses the repository exactly as committed, and only the repository. By design it does not reach outside the source tree: the live cloud account, the running CI/CD pipeline, the host's branch-protection and approval rules, the production configuration, or a restore actually exercised against a backup are all out of scope. That boundary is a feature, not a gap — a repo-relative, deterministic scan re-runs identically on any commit and every finding opens at a real file and line, where a live audit can neither be reproduced nor traced. The visible consequence is that controls which leave no in-repo evidence are reported as "not evidenced" and excluded from the score rather than awarded a number a static scan cannot justify.
Per-dimension blind spots
For each dimension that was measured, what a static, repo-only scan structurally cannot see — the honest edge of the measurement, not a failure of it.
D1 Cyclomatic Complexity: Cyclomatic complexity counts branches statically — it cannot tell an essential decision tree from accidental tangle, nor see complexity that lives in data or configuration (large switch-case token tables, DSL lexers/parsers, data-as-code rule tables) rather than control flow: a tokenizer's many single-character cases read as high complexity though each branch is trivial.
D2 Cognitive Complexity: Cognitive-complexity heuristics approximate how hard code is to follow; genuine domain difficulty and well-named intent that eases reading are not captured.
D3 God Classes: "God class" is sized by members and responsibilities visible in the type — a deliberately broad facade over a coherent subsystem can read the same as an accidental grab-bag. For front-end JS the file-length check is cohesion-aware (a single-responsibility module — one class/IIFE — earns a 3× threshold), but cohesion is approximated from top-level declarations, not true dependency structure.
D4 Code Duplication: Duplication is token-similarity (jscpd) — it finds copy-paste, not semantic duplication expressed differently. Committed machine-written code (scaffolded migrations, designer/codegen output, protobuf/OpenAPI stubs, model snapshots) is EXCLUDED — its repetition is the tool's, not the team's — so the score reflects hand-written duplication only.
D7 Architectural Integrity: Layering is checked against detected/declared rules — an architecture whose boundaries live in convention or in code review, not in a rule a scanner can read, is not enforced here.
D13 Secret Scanning: Secret detection is signature- and entropy-based on the current tree — a secret that does not match a known pattern, or one already rotated, will not be flagged (a clean scan is "nothing matched", not "no secrets exist").
D15 Churn × Complexity Hotspots: Churn hotspots come from git history — a freshly imported or squashed repository has no churn signal, and recent rewrites can mask a historically risky file.
D16 Bus Factor: Bus-factor is a time-decayed model of commit attribution (who has recently, repeatedly worked a file), not comprehension — pairing, review and reading-without-committing spread knowledge it can't see; bot commits and shared accounts still distort it.
D19 Documentation Quality: Documentation quality is judged by an LLM over a bounded sample of docs — it reads what is written, not whether the docs match the running system, and it is advisory, not a measurement.
D20 ADR Quality: ADR quality is an LLM read of the decision records present — it cannot know about decisions made and never recorded, and its verdict is sampled and advisory.
D21 Naming Consistency: Naming quality is an LLM judgement over a bounded sample — it assesses clarity/consistency of the names it sees, not domain-correctness, and is advisory.
D28 Secrets (history): Secret-history scanning sweeps the git log for known patterns — a secret that predates the available history, or never matched a signature, is not found (clean means "nothing matched in the history we can see").
D29 Static Analysis (SAST): SAST findings are pattern-based (semgrep) — it finds classes of bug it has rules for; logic flaws, auth/authorization gaps and issues needing runtime context are out of reach (and clean means "no rule matched").
D31 IaC & Container Security: IaC scanning checks Dockerfiles/Terraform/Kubernetes against best-practice rules — it cannot see the live cloud account, runtime configuration, or drift between the committed config and what is actually deployed.
D33 JS/npm Dependency Vulnerabilities: JS/npm CVE matching reads package manifests and lockfiles — risk from how a dependency is used, and advisories not yet published, fall outside this scan.
D34 Knowledge Freshness: Freshness is decayed commit RECENCY, not comprehension — code read often but rarely committed reads as orphaned, and stable code that genuinely needs no changes is penalised the same as forgotten code; bot/squash commits distort it like the bus factor.
D35 Change Coupling: Change coupling is co-change in COMMITS — files split across separate commits, or coupled only through a shared config/build step, read as uncoupled, and a sweeping commit (rename/format) is excluded so it doesn't couple everything. It shows that files change together, not WHY: a high coupling can be a healthy cohesive pair as readily as a hidden leak.
AC1 Text alternatives: Alt-text is detected structurally — the scan sees that an alternative EXISTS, not whether it meaningfully describes the image, and decorative-vs-missing is judged by attribute shape; runtime-injected images and a non-role=img decorative svg are out of scope. This is accessibility readiness, never a WCAG conformance claim.
AC2 Forms & labels: Label association is read from static markup — a label wired up at runtime (JS-set aria-labelledby, framework-injected ids) reads as missing, a present label says nothing about whether its text is correct. A known UI-library field component (e.g. a JSX <TextField>) is now checked conservatively — flagged only when it carries NO label/aria-label/aria-labelledby/id/name — but wrapper/context-labelled libraries (Chakra/Radix FormControl+FormLabel) aren't statically visible (possible false positive) and non-JSX lowercased components are still skipped. A clean result is "no unlabelled native control found", not a labelling proof.
AC3 Page structure: Page structure is read from the static markup tree — landmarks, headings and lang injected at runtime aren't seen, heading ORDER is checked structurally (not against the rendered visual hierarchy), and lang/title/main fire only on full documents, never partials, and the data-table check sees header-cell presence (a <th> exists), not whether each header correctly associates with its cells. Static readiness, not conformance.
AC4 Keyboard semantics: Keyboard semantics are inferred from markup attributes — interactivity wired purely in script, focus managed at runtime, and component-level handlers are invisible. A clean result means "no static keyboard-trap shape", not a keyboard-operability proof.
AC5 ARIA correctness: ARIA correctness is checked against the static role/attribute shape — roles/attributes set dynamically aren't seen, a valid role says nothing about whether it matches the element's real behaviour, and required-state checks are suppressed when a JSX spread could supply them.
AC6 Visual & motion safety: Contrast and motion safety are PARTIAL by construction — literal colours (hex/rgb/hsl/named) in inline styles, in-repo <style> blocks, in-repo .css files, var() tokens, Tailwind neutral utilities and CSS-in-JS top-level declarations are read (same-rule/same-element colour+background pairs only); computed/runtime/theme colour, external-CDN stylesheets, CSS-in-JS dynamic (${…}) and nested-selector colours, cross-element pairs and image contrast stay out of reach, so a clean result is bounded by what the static CSS itself shows.
AC7 A11y enforcement: Enforcement is scored from in-repo config/CI evidence only — an a11y gate enforced in external tooling with no in-repo trace can't be credited, and a configured linter is presence, not proof the rules actually run or block a merge.
M4 Documentation accuracy: Onboarding quality is an LLM read of the docs/setup present — it cannot run the onboarding or measure how long a real new joiner takes; the verdict is sampled and advisory.
P4 Deployment & Rollback: Approval/branch-protection rules live in repository settings the scan cannot see — only their in-repo evidence (config files, workflows) is checked, so a control enforced purely in the host's settings reads as "not evidenced".
P5 DR & Backup: Backup/restore and disaster-recovery readiness is judged from in-repo evidence — a config that exists is not a tested restore, so the absence of positive evidence is reported as "not evidenced", never scored as present.
P6 Release Hygiene: Rollback/observability controls are inferred from repo artefacts (pipelines, dashboards-as-code) — controls configured in external tooling, with no in-repo trace, cannot be credited.
The LLM boundary
LLM-set scores this run (4): D19, D20, D21, M4 (model: Local LLM). For these, a model reads a bounded sample and sets the numeric score (documentation, ADR quality, naming, comment value, onboarding) — D25 sets the ADR-conformance fraction over sampled code, D22 judges API accuracy over a sample. These are sampled and advisory by design: they vary at the margins between runs and are never a deterministic measurement. Every other score in this report is tool-computed at confidence 1.0.
What it measures: How tangled the control flow is — methods with many branches are hard to test and change.
Method: Cyclomatic complexity per method (1 + decision points), computed exhaustively across production source; test projects separated by convention. Deterministic.
180 method(s) exceeded the cyclomatic complexity threshold of 15; the worst was config.v0ProvidersMapToModelList at 212. A further 5 method(s) were over the threshold but excluded as flat dispatchers (a long switch/match over independent cases: many branches, almost no nesting), the largest being ToolsConfig.IsToolEnabled at 25 — they are counted neither in the figure above nor in this dimension's score.
+ 175 more group(s) — more in Appendix A; the complete list is findings.md.
What to do
Resolve the 1 config.v0ProvidersMapToModelList (cyclomatic 212) finding(s) in Cyclomatic Complexity — start with config_old.go. — One of this dimension's main actionable groups (1 warning-level).
Resolve the 1 Pipeline.ExecuteTools (cyclomatic 112) finding(s) in Cyclomatic Complexity — start with pipeline_execute.go. — One of this dimension's main actionable groups (1 warning-level).
Resolve the 1 Pipeline.CallLLM (cyclomatic 103) finding(s) in Cyclomatic Complexity — start with pipeline_llm.go. — One of this dimension's main actionable groups (1 warning-level).
Detailed fixes: d1_recommendation.md · top locations in Appendix A, every location in findings.md.
What it measures: How hard the code is for a person to follow, beyond raw branching.
Method: Cognitive complexity per method (Sonar-style nesting-penalized score), computed exhaustively over production code, excluding test projects. Deterministic.
+ 310 more group(s) — more in Appendix A; the complete list is findings.md.
What to do
Resolve the 1 Pipeline.ExecuteTools (cognitive 307) finding(s) in Cognitive Complexity — start with pipeline_execute.go. — One of this dimension's main actionable groups (1 warning-level).
Resolve the 1 config.v0ProvidersMapToModelList (cognitive 230) finding(s) in Cognitive Complexity — start with config_old.go. — One of this dimension's main actionable groups (1 warning-level).
Resolve the 1 Pipeline.CallLLM (cognitive 152) finding(s) in Cognitive Complexity — start with pipeline_llm.go. — One of this dimension's main actionable groups (1 warning-level).
Detailed fixes: d2_recommendation.md · top locations in Appendix A, every location in findings.md.
Do you agree with this assessment?
D3 · God Classes8.6 / 10Strong✓ Tool-verified
What it measures: Over-large classes that try to do too much ("god classes").
Method: God-class detection by line and method-count thresholds per logical type (partial classes unified), filtered for generated code and registration/contract false positives. Deterministic.
Resolve the 37 FileTooLong finding(s) in God Classes — start with config.go (2), media.go (2), web.go. — One of this dimension's main actionable groups (37 warning-level).
Resolve the 12 TooManyMethods finding(s) in God Classes — start with router.go, agent.go, store.go. — One of this dimension's main actionable groups (12 warning-level).
Enforce God Classes in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Prevented — provenance only; does not change the score.
Detailed fixes: d3_recommendation.md · top locations in Appendix A, every location in findings.md.
What it measures: Copy-pasted code that should be shared instead.
Method: Code duplication via token-stream sliding windows with type-aware normalization (locals masked, type names preserved), density-scored per KLoC of production code. Deterministic.
What it measures: Whether the code respects its intended layering / architecture rules.
Method: Enforcement rung (Prevented/Verified/Documented) per checkable ADR via Roslyn, plus dependency cycles via the engine shared with D5/AX3. Deterministic, exact.
Of 1 mechanizable ADRs, 1 are prevented by analyzers, 0 by tests, 0 exist only in prose. Coverage: 100 %. Dependency cycles not checked (no project-reference graph; where this repository's language has an import-cycle lens, cycles are reported there).
What it measures: Whether any secrets (keys, tokens, passwords) have leaked into the code.
Method: In-process native secret scanner (entropy plus signature patterns) across all tracked files; no external tool. A clean result is a measured 10, not no-data zero. Deterministic.
What it measures: Files that change often and are also complex — the riskiest hotspots.
Method: Per production file churn times cyclomatic complexity over a rolling window, computed from git and Roslyn/JS/Razor analysis. Exhaustive, deterministic per commit date.
Detailed fixes: d15_recommendation.md · top locations in Appendix A, every location in findings.md.
Do you agree with this assessment?
D16 · Bus Factor8.4 / 10Strong✓ Tool-verified
What it measures: Whether knowledge is concentrated in too few people (the "bus factor").
Method: Living knowledge per author via time-decayed commit attribution (6-month half-life, focus weighting) across largest source files. Deterministic, avoids blame's mechanical-refactor false positives.
67 source file(s) have their living knowledge concentrated in one author (≥90% of recent, decayed contribution). The largest is pkg/evolution/store.go.
Off-boarding risk: anonymized user #1 · ×6
Further sole-owners (lower concentration)
What to do
Resolve the 6 Off-boarding risk finding(s) in Bus Factor. — One of this dimension's main actionable groups (6 recommendation-level).
Resolve the 1 Further sole-owners (lower concentration) finding(s) in Bus Factor. — One of this dimension's main actionable groups (1 recommendation-level).
Detailed fixes: d16_recommendation.md · top locations in Appendix A, every location in findings.md.
What it measures: Whether the project's documentation is clear, complete, and useful.
Method: Judged by language model at low temperature (0.0-0.1) on a deterministic doc sample (READMEs plus first 25 architecture docs), with two-pass stability filtering. Advisory, sampled.
PicoClaw's documentation is comprehensive, well-organized, and complete: a single README (with links to language-translated project entry documents) plus architecture, integration-test, migration, and security guides, plus a dedicated docs/README that explains the recommended doc layout, naming conventions, and what make lint-docs checks locally. The content is clipped mid-sentence in several sections but every named section exists in the outline; no truncation defect. The TTS, ASR, WeChat, VK, Telegram, Slack, QQ, and MQTT channels are all well written with clear setup steps, a recommended quick-start option, pricing notes, and an explicit configuration schema. Each document is self-contained and covers its own channel's supported features, required credentials, and the PicoClaw gateway lifecycle (onboarding, config, start). The documents share a consistent structure: a one-line summary heading, a 'What This Channel Supports' section listing capabilities, a quick recommendation table with links to pricing pages, a detailed configuration example, and a troubleshooting/notes section covering security best practices. The Matrix and MaixCam channel READMEs are clear examples of configuration with code samples, field references, and use-case descriptions. The Matrix one shows an enabled config example plus a placeholder table for the crypto_database_path and reasoning_channel_id fields (clipped), while the MaixCam one is focused on TCP host/port and allow_from whitelisting. Both are well-structured per-channel docs.
What to do
Improve Documentation Quality — currently 8.9/10. — PicoClaw's documentation is comprehensive, well-organized, and complete: a single README (with links to language-translated project entry documents) plus architecture, integration-test, migration, and security guides, plus a dedicated docs/README that explains the recommended doc layout, naming conventions, and what make lint-docs checks locally. The content is clipped mid-sentence in several sections but every named section exists in the outline; no truncation defect. The TTS, ASR, WeChat, VK, Telegram, Slack, QQ, and MQTT channels are all well written with clear setup steps, a recommended quick-start option, pricing notes, and an explicit configuration schema. Each document is self-contained and covers its own channel's supported features, required credentials, and the PicoClaw gateway lifecycle (onboarding, config, start). The documents share a consistent structure: a one-line summary heading, a 'What This Channel Supports' section listing capabilities, a quick recommendation table with links to pricing pages, a detailed configuration example, and a troubleshooting/notes section covering security best practices. The Matrix and MaixCam channel READMEs are clear examples of configuration with code samples, field references, and use-case descriptions. The Matrix one shows an enabled config example plus a placeholder table for the crypto_database_path and reasoning_channel_id fields (clipped), while the MaixCam one is focused on TCP host/port and allow_from whitelisting. Both are well-structured per-channel docs.
What it measures: Whether architecture decisions are recorded well (context, decision, consequences).
Method: Per-ADR judgment by language model at low temperature with two-pass stability; confidence is share of ADRs evaluated; enforcement-field presence detected deterministically. Advisory.
What it measures: Whether names — types, methods, variables — are clear and consistent.
Method: Judged by language model at low temperature (0.0-0.1) on a deterministic random symbol sample (fixed size, not exhaustive), with disclosed confidence band. Advisory, sampled.
What it measures: Whether any secrets were ever committed — scanned across the full git history, not just now.
Method: Git-history secret scan via gitleaks detect over full history in an isolated checkout; each match flagged High. Exhaustive; degrades cleanly when tool absent.
What it measures: Real static-analysis (SAST) findings — likely security bugs in the code, any language.
Method: Polyglot static analysis via semgrep across the repo using the pinned, image-baked p/security-audit + p/owasp-top-ten rulesets (no scan-time registry fetch); severity rules (ERROR/WARNING/INFO) map to a full-band severity-weighted score. Exhaustive, deterministic; degrades on parse failure.
Coverage: semgrep pattern rules over all files — exhaustive for the rule set, blind to classes of bug without a rule (clean = no rule matched).
High: dependabot-missing-cooldown · ×50.github/dependabot.yml:6detected by semgrep finding
What to do
Resolve the 50 High finding(s) in Static Analysis (SAST) — start with release.yml (12), nightly.yml (9), pr.yml (8). — One of this dimension's main actionable groups (50 issue-level).
Detailed fixes: d29_recommendation.md · top locations in Appendix A, every location in findings.md.
High IaC: DS-0002 · ×5docker/Dockerfiledetected by trivy finding
Medium IaC: CKV_DOCKER_3 · ×6docker/Dockerfile.heavy:1detected by trivy finding
What to do
Resolve the 5 High IaC finding(s) in IaC & Container Security — start with Dockerfile, Dockerfile.full, Dockerfile.goreleaser. — One of this dimension's main actionable groups (5 issue-level).
Resolve the 6 Medium IaC finding(s) in IaC & Container Security — start with Dockerfile.heavy, Dockerfile.goreleaser.launcher, Dockerfile. — One of this dimension's main actionable groups (6 warning-level).
Detailed fixes: d31_recommendation.md · top locations in Appendix A, every location in findings.md.
What it measures: Whether anyone still has living knowledge of each file, or it has been orphaned — last understood long ago by someone now gone quiet. The sibling of the bus factor: D16 asks who owns it, D34 asks whether anyone still knows it.
Method: File orphaning as total living-knowledge decay below one focused-commit's worth within a year, computed per-file from the D16 decay model. Exhaustive, deterministic over fixed history.
21 of 411 significant source file(s) are orphaned — their living knowledge has decayed to nothing, so no one currently understands them. The largest is pkg/skills/registry.go.
Further orphaned files (smaller)
✓ On the Gold path — maintain.
Detailed fixes: d34_recommendation.md · top locations in Appendix A, every location in findings.md.
What it measures: Whether files that change together actually belong together — pairs that repeatedly co-change in git history despite having no explicit code dependency, surfacing the hidden/logical coupling (and boundaries in the wrong place) a static scan can't see.
Method: Pairwise co-occurrence over the per-commit file sets in git history (production source only — tests and generated dropped): Degree-of-Coupling = shared ÷ min individual revisions, reported above noise floors (each file ≥10 revisions, ≥5 shared commits, ≥50% strength); sweeping commits excluded. Deterministic over fixed history.
Coverage: Population: PRODUCTION source files only — test and generated files are dropped before pairing, so a class co-changing with its own test (trivially ~100%) can't drown the real production↔production coupling. Pairs ranked by Degree-of-Coupling; coupling through a build step, config, or non-source file isn't seen.
What it measures: Whether the build pipeline provides supply-chain integrity — generated provenance/attestation, signed artifacts (cosign/sigstore), an SBOM, and pinned build actions. Presence of the configuration, not a runtime guarantee.
Method: Supply-chain provenance/signing read deterministically from CI/build config (.github/workflows, .gitlab-ci.yml, azure-pipelines, Jenkinsfile, .circleci) + the release surface: four signals — generated provenance/attestation (SLSA/in-toto/actions-attest), artifact signing (cosign/sigstore/gitsign), an SBOM (syft/sbom-action/*.spdx.json/*.cdx.json), and SHA-pinned build actions — scored 10·present/denom. NotApplicable without a build pipeline. Detects configuration presence, not runtime enforcement.
Resolve the 1 Unpinned build actions finding(s) in Supply-chain Provenance & Signing. — One of this dimension's main actionable groups (1 warning-level).
Resolve the 1 PR-triggered workflow without a permissions block finding(s) in Supply-chain Provenance & Signing. — One of this dimension's main actionable groups (1 warning-level).
Resolve the 1 No build provenance finding(s) in Supply-chain Provenance & Signing. — One of this dimension's main actionable groups (1 recommendation-level).
Detailed fixes: d36_recommendation.md · top locations in Appendix A, every location in findings.md.
What it measures: Whether dependencies have known published vulnerabilities (CVEs) per the OSV database — read natively from whatever lockfile the repository ships (Cargo, npm, Go, Python, Maven, RubyGems, …). D33 and D30 add ecosystem-specific scanners on top for npm and .NET.
Method: Multi-ecosystem dependency-CVE scan via osv-scanner --recursive (queries the osv.dev database + parses lockfiles natively across ecosystems: npm package-lock/yarn/pnpm/bun, Go go.mod, Rust Cargo.lock, Maven/Gradle pom.xml/gradle.lockfile, PyPI requirements.txt/poetry.lock/Pipfile.lock, Composer composer.lock, RubyGems Gemfile.lock, Hex mix.lock, pub pubspec.lock, Swift Package.resolved); severity tally (Critical/High/Medium/Low) to 0-10 tight normalizer (8.0). NotApplicable only when the repo declares no supported non-.NET dependency lockfile (a NuGet-only repo stays NotApplicable — .NET CVEs are D30's domain); coverage needs a resolved lockfile. Additive to D33 (trivy fs); exhaustive + deterministic, DB kept fresh.
Medium vulnerability: GO-2026-5841 · ×2go.moddetected by osv-scanner finding
Medium CVE: GO-2026-5942go.moddetected by osv-scanner finding
✓ On the Gold path — maintain.
Detailed fixes: d38_recommendation.md · top locations in Appendix A, every location in findings.md.
Do you agree with this assessment?
Frontend & cross-cutting dimensions
R = React/JS · M = Maturity · P = Readiness.
AC1 · Text alternatives10.0 / 10Exemplary○ Nothing flagged
Other · Accessibility — Whether non-text content carries a text alternative — img/area/input[type=image] have alt, a meaningful svg has a title or aria-label, video has a captions track, and object/embed/canvas have a name or fallback content. Static markup readiness, not a WCAG conformance claim.
Method: Static markup-model scan: every img/area/input[type=image] checked for alt, svg[role=img] for a title/aria-label, video for a captions <track>. Components skipped, spreads suppressed. Deterministic, hard fact per element.
Do you agree with this assessment?
AC2 · Forms & labels4.8 / 10Weak✓ Tool-verified
Other · Accessibility — Whether form controls have a programmatic label (an associated label, aria-label or aria-labelledby), buttons have text, links have an accessible name, fieldsets have a non-empty legend, known UI-library field components carry a label prop, and a placeholder isn't used as the only label. Static markup readiness, not a WCAG conformance claim.
Method: Static markup-model scan: inputs/selects/textareas checked for an associated label[for]/wrapping label/aria-label/aria-labelledby (per document), buttons for accessible text, fieldsets for a legend; placeholder-only labelling flagged. Deterministic, hard fact per control.
This UI-library field component is named only by a placeholder — a placeholder is not a label (it vanishes as soon as the user types, and many assistive technologies ignore it). Give it a real name whichever way this library supports: a label prop, an aria-label, or an id on the rendered control with a <label htmlFor> pointing at it. For a group of controls, name the group itself (aria-label, or a fieldset with a legend) — labelling each item leaves the set unnamed. (×6) — filter-bar.tsx:56, tool-library-tab.tsx:83, model-selector.tsx:33, …
This UI-library field component has no label / aria-label / aria-labelledby / id / name, and nothing it renders carries one either. The text inside it does not stand in for one: these compound APIs render a trigger with role="combobox" (or role="button"), and those roles take their name from the AUTHOR, not from their content — so the words on screen never reach the accessibility tree as a name. Name it whichever way this library supports: a label prop, an aria-label, or an id on the rendered control with a <label htmlFor> pointing at it. For a group of controls, name the group itself (aria-label, or a fieldset with a legend) — labelling each item leaves the set unnamed. (×3) — filter-bar.tsx:74, config-sections.tsx:92, log-level-select.tsx:84
What to do
Give every control a programmatic label (a <label for> / wrapping <label> / aria-label) and every button text — a placeholder is not a label.
Other · Accessibility — Whether pages declare a language (well-formed BCP-47) and a non-empty title, expose exactly one main landmark and a sane heading order with non-empty headings, keep zoom enabled, title their iframes, give data tables header cells, and avoid meta-refresh. Static markup readiness, not a WCAG conformance claim.
Method: Static markup-model scan: html lang, document <title>, a main landmark and heading order on full documents only, plus zoom-disabling viewports, untitled iframes and meta-refresh anywhere. Deterministic, per structural checkpoint.
Other · Accessibility — Whether interactive behaviour is keyboard-reachable — no click handler on a non-interactive element lacking a role, tabindex and key handler, no positive tabindex, no href-less anchor, no placeholder-href (#/javascript) link acting as a button. Static markup readiness, not a WCAG conformance claim.
Method: Static markup-model scan: click handlers on non-interactive elements lacking role+tabindex+key handler, positive tabindex values, and href-less anchors. Components skipped, spreads suppressed. Deterministic, hard fact per element.
A click handler on a plain element isn't keyboard-operable. Use a <button>, or add role + tabIndex={0} + a key handler. (×3) — import-dialog.tsx:106, assistant-message.tsx:105, catalog-dialog.tsx:208
What to do
Make custom controls keyboard-operable (role + tabindex + key handler), drop positive tabindex, and give anchors a real href.
Other · Accessibility — Whether ARIA is used correctly — valid non-abstract roles, the ARIA state a role requires, valid (non-misspelled) aria-* attribute names, in-enum values for token-typed aria-* attributes, and no aria-hidden on (or wrapping) a focusable element. Static markup readiness, not a WCAG conformance claim.
Method: Static markup-model scan: role values checked against the WAI-ARIA role set (abstract/invalid flagged), required ARIA state for a role, and aria-hidden on a focusable element. Deterministic, role/attribute level.
Other · Accessibility — Whether focus outlines aren't removed without a replacement, motion respects prefers-reduced-motion, and literal CSS colour pairs meet contrast — PARTIAL: inline styles, in-repo <style> blocks, in-repo .css files, var() tokens, Tailwind neutral utilities and CSS-in-JS literals are read (hex/rgb/hsl/named), never computed/runtime/external-CDN colour. Static markup readiness, not a WCAG conformance claim.
Method: Static markup/CSS scan: inline outline:none/0, literal inline colour/background contrast against the 4.5:1 AA floor, and <style>-block animation without a prefers-reduced-motion guard. Deterministic but PARTIAL — only inline styles and in-repo CSS literals are visible.
Do you agree with this assessment?
AC7 · A11y enforcement4.0 / 10Weak✓ Tool-verified
Other · Accessibility — Whether accessibility is ENFORCED in the toolchain — an accessibility checker configured over the markup (an a11y lint rule set, e.g. eslint-plugin-jsx-a11y or vuejs-accessibility where the project lints JavaScript) and an automated accessibility assertion wired into tests or CI (axe/pa11y/Lighthouse or an equivalent) — on the Documented→Verified→Prevented ladder.
Method: Repo config/CI scan: an accessibility checker configured over the markup (an a11y lint rule set such as eslint-plugin-jsx-a11y / vuejs-accessibility where JavaScript is linted) and an automated accessibility assertion in tests or CI (axe/pa11y/Lighthouse or equivalent), graded on the Documented→Verified→Prevented rungs. Deterministic, presence/rung detection.
No accessibility enforcement found — no a11y linter (eslint-plugin-jsx-a11y) and no axe/pa11y/Lighthouse in tests or CI. Start with the linter to catch issues at author time.
What to do
Enforce accessibility in the toolchain: add eslint-plugin-jsx-a11y, then assert with your test runner's axe binding (jest-axe, vitest-axe, cypress-axe or @axe-core/playwright) in tests, then gate axe/pa11y/Lighthouse in CI.
Maturity · Maturity — Whether the repo and its projects have a README, and whether it's substantive and current.
Method: Filesystem scan: README presence, word count, and headings for depth; git history for staleness. Exhaustive across root and project dirs, deterministic.
What to do
Add an 'Architecture' / 'How it works' section to the root README — the high-level shape.
Add a README to the 1 of 1 project(s) that lack one — worth up to 2 pts.
Maturity · Maturity — Whether the README actually describes the code that exists (LLM-judged, advisory).
Method: Judged by language model at low temperature: README accuracy versus actual projects, within a disclosed tolerance. Advisory, not a measured number.
Readiness · Readiness — Whether SAST, secret/dependency scanning and performance benchmarking are wired in (presence, not runtime).
Method: Filesystem scan: SAST configuration, dependency-update automation, secret scanning, and a benchmark harness or benchmark step — in this repository's own ecosystem. Exhaustive, deterministic.
What to do
Add gitleaks/trufflehog in CI to block PRs that introduce committed secrets.
Readiness · Readiness — Whether releases are automated and safely reversible (probes, rolling updates, approval gates) — from manifests/pipeline files, not the live environment.
Method: Filesystem scan: deployment manifests/IaC (K8s YAML, Helm, Terraform) for rolling updates, probes, approval gates, migration hooks. Exhaustive, deterministic.
Do you agree with this assessment?
P5 · DR & Backup7.0 / 10Strong✓ Tool-verified
Readiness · Readiness — Whether disaster recovery is planned and codified — backups, geo-recovery, RTO/RPO, persistence guarantees — from IaC + container manifests + docs, never the live cloud.
Method: Filesystem scan: disaster recovery, backup, geo-recovery, RTO/RPO, persistence guarantees from IaC, manifests, and docs. Exhaustive, deterministic, never a live environment.
What to do
Document RTO/RPO and a tested restore procedure (a backup config alone isn't disaster recovery).
Readiness · Readiness — Whether releases are traceable — a maintained changelog and explicit version stamping.
Method: Filesystem scan: changelog file presence and version tags in csproj or git tags. Exhaustive, deterministic.
What to do
Stamp a version in your build/package manifest (e.g. csproj <Version>, package.json, pyproject.toml, Cargo.toml, or a VERSION file) or tag releases with semver so builds and releases are traceable.
Do you agree with this assessment?
R1 · Type Safety9.9 / 10Exemplary✓ Tool-verified
React / JS · Code Health — How much of the frontend is typed TypeScript vs untyped JavaScript.
Method: Frontend file inventory: the share of typed TypeScript vs untyped JavaScript across the source tree. Deterministic, exhaustive over frontend files.
What to do
Migrate the remaining .js/.jsx files to TypeScript.
React / JS · Code Health — Copy-pasted token-identical blocks across the frontend (the D4 clone algorithm over JS/TS tokens, D-386).
Method: Copy-pasted token-identical blocks across the frontend (the D4 clone algorithm run over JS/TS tokens). Deterministic.
web/frontend/src/components/credentials/credentials-page.tsx:15 · web/frontend/src/hooks/use-credentials-page.ts:409 — the 2 copies are spread across 2 files, and what repeats is a LIST OF ENTRIES rather than behaviour — the same names written out more than once. Extract them into one shared, exported constant and spread that constant into each site, rather than into a function the sites call: a list like this often lives in declarative metadata (a decorator's options object, a static configuration table) that a build step must be able to read statically, where a function call is not allowed. Adding an entry to one copy and not the other is the failure this prevents. — credentials-page.tsx:15
web/frontend/src/components/models/add-model-sheet.tsx:255 · web/frontend/src/components/models/edit-model-sheet.tsx:237 — the 2 copies sit in sibling files in one directory, so check first whether one of them (or an existing module there) already owns this behaviour and the others should call it; otherwise extract it into one module in that directory and have each site call it. — add-model-sheet.tsx:255
web/frontend/src/components/models/add-model-sheet.tsx:46 · web/frontend/src/components/models/edit-model-sheet.tsx:47 — the 2 copies are spread across 2 files, and the CITED SPAN is not a self-contained block — it runs from inside one construct into the next (the tail of a branch plus the head of the following one, a run of switch arms, the end of a declaration plus the list that follows it) rather than covering a whole unit. So do not lift these lines literally: no call can be substituted for a half-open construct. Extract the enclosing repeated UNIT instead — the whole function, component or branch these lines sit in — and where the repetition IS the construct (a run of switch arms, a stack of near-identical declarations) replace it with one table or registry looked up by key rather than a helper each arm calls. The copies still drift apart the first time only one of them is edited, which is why this is reported. — add-model-sheet.tsx:46
web/frontend/src/components/models/add-model-sheet.tsx:503 · web/frontend/src/components/models/edit-model-sheet.tsx:478 — the 2 copies sit in sibling files in one directory, so check first whether one of them (or an existing module there) already owns this behaviour and the others should call it; otherwise extract it into one module in that directory and have each site call it. — add-model-sheet.tsx:503
web/frontend/src/components/agent/skills/filter-bar.tsx:25 · web/frontend/src/components/chat/session-history-menu.tsx:24 — the 2 copies are spread across 2 files, and the CITED SPAN is not a self-contained block — it runs from inside one construct into the next (the tail of a branch plus the head of the following one, a run of switch arms, the end of a declaration plus the list that follows it) rather than covering a whole unit. So do not lift these lines literally: no call can be substituted for a half-open construct. Extract the enclosing repeated UNIT instead — the whole function, component or branch these lines sit in — and where the repetition IS the construct (a run of switch arms, a stack of near-identical declarations) replace it with one table or registry looked up by key rather than a helper each arm calls. The copies still drift apart the first time only one of them is edited, which is why this is reported. — filter-bar.tsx:25
web/frontend/src/components/channels/channel-config-page.tsx:591 · web/frontend/src/components/channels/channel-config-page.tsx:613 — all 2 copies are in the same file, and the CITED SPAN is not a self-contained block — it runs from inside one construct into the next (the tail of a branch plus the head of the following one, a run of switch arms, the end of a declaration plus the list that follows it) rather than covering a whole unit. So do not lift these lines literally: no call can be substituted for a half-open construct. Extract the enclosing repeated UNIT instead — the whole function, component or branch these lines sit in — and where the repetition IS the construct (a run of switch arms, a stack of near-identical declarations) replace it with one table or registry looked up by key rather than a helper each arm calls. The copies still drift apart the first time only one of them is edited, which is why this is reported. — channel-config-page.tsx:591
web/frontend/src/components/config/config-sections.tsx:750 · web/frontend/src/components/config/config-sections.tsx:802 · web/frontend/src/components/config/config-sections.tsx:819 — all 3 copies are in the same file, so extract the block into one function there and call it from every one of those sites — resolving only two of them leaves the rest to drift apart the first time one is edited. — config-sections.tsx:750
web/frontend/src/components/config/config-sections.tsx:781 · web/frontend/src/components/config/config-sections.tsx:814 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. — config-sections.tsx:781
What to do
Extract the duplicated blocks into shared functions/components.
React / JS · Code Health — Per-function cyclomatic/cognitive complexity from the token-level function scanner (D-386) — real branching, not a regex heuristic.
Method: Per-function cyclomatic/cognitive complexity from a token-level function scanner (real branching, not a regex heuristic), computed over every frontend function. Deterministic.
Branch-heavy code is where defects cluster — extract decisions into smaller functions. (×8) — app-header.tsx:45, model-card.tsx:27, edit-model-sheet.tsx:110, …
What to do
Break down the listed branch-heavy functions; aim P95 cyclomatic ≤ 5.
Do you agree with this assessment?
R3 · Large Files7.6 / 10Strong✓ Tool-verified
React / JS · Code Health — How many source files exceed the large-file threshold.
Method: Components/modules exceeding the large-file threshold, counted exhaustively across the frontend source tree. Deterministic.
What to do
Split each oversized file along the responsibilities already in it, into smaller focused modules in the same package.
Do you agree with this assessment?
R4 · Test Coverage0.0 / 10Critical✓ Tool-verified
React / JS · Readiness — Static test reachability (D-386): the share of production files reachable from any test via the import graph — measured without running anything.
Method: Static test reachability: the share of production files reachable from any test via the import graph — measured without running anything. Deterministic.
0% of 150 production file(s) reachable from 0 test file(s) via the import graph
What to do
Add tests that import the unreached modules (directly or through their public entry).
Do you agree with this assessment?
R6 · Tooling10.0 / 10Exemplary✓ Tool-verified
React / JS · Readiness — Whether the project wires up test, lint and typecheck — detected from each package.json script's COMMAND (eslint / tsc / vitest / jest / playwright), not just its name, and corroborated against CI-workflow invocations so a tool run only in CI still counts.
Method: package.json scanned for test/lint/typecheck script wiring. Deterministic presence check.
Do you agree with this assessment?
R7 · Dead Code9.9 / 10Exemplary✓ Tool-verified
React / JS · Code Health — Files unreachable from every application/tooling/test entry point, and exports nothing imports (module-graph reachability, D-386).
Method: Dead code: files unreachable from every application/tooling/test entry point plus exports nothing imports, via module-graph reachability. Deterministic, exhaustive over the import graph.
155 file(s) (~23366 LoC) were excluded from dead-code analysis. This package's entry point(s) resolved, but the walk stopped one hop in: web/frontend/src/main.tsx imports './routeTree.gen', which is not in the scanned tree. That is usually a generated or build-output module, so reachability cannot see past it and no dead-code claim is made about this package. Nothing is necessarily wrong here. — frontend
Nothing ultimately consumes this binding: its only referrer is the re-export in web/frontend/src/store/index.ts, whose re-exported name has no consumer either. Removing it is therefore not a one-file change — drop the re-export line in web/frontend/src/store/index.ts in the same commit, or the barrel will import a name that no longer exists. — chat.ts:94
React / JS · Readiness — npm dependency truthfulness (D-386): unused dependencies, imports not declared anywhere, and type-/test-only packages shipped as production deps.
Method: npm dependency truthfulness: unused dependencies, imports declared nowhere, and type-/test-only packages shipped as production deps — from the manifest + import graph. Deterministic.
React / JS · Architecture — Import cycles in the module graph (D-386) — files that can only be understood and changed together.
Method: Import cycles in the module graph, detected exhaustively over JS/TS imports (the same cycle detection as the .NET coupling dimension). Deterministic.
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WCAG coverage — what static analysis assessed
Statically assessed 15 of 55 WCAG 2.2 Level A/AA success criteria (27%; ≈30% of the 50 WCAG 2.1 AA criteria for EN 301 549). The other 40 require runtime or manual evaluation. Partial signal only (a clean result is necessary, not sufficient; static analysis fully verifies none). This is accessibility readiness, not a conformance claim — a WCAG conformance claim requires manual evaluation (WCAG-EM 1.0).
The score is the rank-weighted fold of these lenses (worst-heaviest), each including its meta-dimensions; a lens with a Critical contributor is capped at Fair (its band reads "gated by …") and is never the strongest area however high its average.
Capped at Fair by a Critical contributor — resolve it before relying on this lens.
Not included — 62 check(s) not relevant to this codebase
These checks had nothing to measure here (no tests, no git history, the codebase is small, or the architecture style doesn't apply), so they're omitted above rather than scored low.
AX1 Captive dependencies — no DI registrations detected
AX10 Code composition — not assessed — code composition is computed by ROLE over a document set that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
AX2 Stateful singletons — no singleton implementations detected
AX3 Project dependency cycles — not assessed — project cycles and dependency direction are computed over a project-reference graph that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
AX4 Dependency direction — not assessed — project cycles and dependency direction are computed over a project-reference graph that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
AX5 Architecture & structure — not assessed — architecture style/structure is computed from a project graph (projects, types, module namespaces) that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
AX6 Interface segregation — not assessed — interface segregation is computed over a type surface that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
AX7 Slice cohesion — not applicable — not a vertical-slice architecture
AX8 Test isolation — not assessed — test isolation is computed from a project graph (which projects are test projects, and what they reference) that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
AX9 CQS / query purity — no CQRS query handlers detected — query purity is not applicable to this codebase
AXB2 Runtime readiness — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
C1 Data Protection — Not assessed: these personal data controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks personal data controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
C2 Access Controls — Not assessed: these authorization controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks authorization controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
C3 Audit Trail — Not assessed: these audit controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks audit controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
C4 Data Retention — Not assessed: these retention controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks retention controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
C5 Data-Subject Rights — Not assessed: these data-subject rights controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks data-subject rights controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
D10 Test Quality — ~120641 lines of test source are present (.go) but the test-quality collector reads C# only, so skipped/assertion-free tests couldn't be counted. Not scored — this is a gap in the analyzer, not a finding about this repository.
D11 Test Reliability — Test reliability not included
D12 Dependency Hygiene — Dependency hygiene not measured — dependency manifest found but not parsed for hygiene
D14 License Compliance — Not scored — this repository's package manifest is not parsed for licence data yet. A gap in the analyzer's language coverage, NOT a finding that the repository's licenses are compliant (a Go module (go.mod/go.sum)), which this pass does not parse yet — so this dimension asserts nothing about this repository's licensing in either direction.
D17 Explicit Debt — explicit-debt markers are read through a C# workspace today, so they were not read for this repository's language — this asserts nothing about how many markers the code carries. Not scored — this is a gap in the analyzer, not a finding about this repository
D18 Solution Shape — D18 scores the shape of a .NET solution; this repository has no .NET solution or project files, so the dimension does not apply.
D22 Internal API Consistency — No exposed public API
D23 Boundary Type-Coupling — Production source is present (.go, .ts, .tsx) but bounded contexts are resolved over the C#/VB project set, which exposed none, so context scope could not be assessed. Not scored — this is a gap in the analyzer, not a verdict about this repository. Declaring the codebase's bounded contexts (≥2) would let cross-boundary type coupling be assessed — see the recommendation on this dimension for where. Declare them in `.codehealth/config.yaml` at the repository root (create it if absent), mapping each context name to the module-path or namespace prefixes that belong to it — e.g. `architecture:` → `contexts:` → `Billing: ["src/billing", "Acme.Billing"]`, `Catalog: ["src/catalog", "Acme.Catalog"]`.
D24 Comment Value — No inline comments to assess — comment value is not applicable here.
D25 ADR Conformance — none of 1 ADRs are conformance-checkable — unverifiable.
D26 Project Cohesion — Project cohesion is assessed over the .NET project set; this target exposed no projects, so project size and spread could not be assessed. Not scored — this is a gap in the analyzer's reach, not a verdict about this repository.
D27 Navigability — No calls could be sampled, so navigability was not assessed — tracing effort is measured over resolved call sites and this target exposed none. Not scored — this is a gap in the analyzer's reach, not a verdict about this repository.
D30 Dependency Vulnerabilities — Not scored — no dependency manifest in a supported ecosystem was read for this repository. A gap in the analyzer's language coverage, NOT a finding that the repository is free of vulnerable dependencies (a Go module (go.mod/go.sum) — not scanned yet) — where an OSV-supported manifest exists, dependency vulnerabilities for this repository are reported under D38 instead.
D32 Data Compliance (PII/GDPR) — No PII/GDPR-handling patterns detected (p/gdpr ruleset) — no data-compliance surface to assess.
D37 Vulnerability-disclosure Policy — No vulnerability-disclosure policy file found (SECURITY.md/.markdown/.rst/.txt at root or under .github/.forgejo/.gitea/docs, .well-known/security.txt). A coordinated-disclosure policy may live off-repo, so this is not evidenced rather than failed.
D39 IL Efficiency — D39 measures the IL emitted by a .NET build; this repository has no .NET solution or project files, so the dimension does not apply.
D40 Network Egress Confinement — No Kubernetes/orchestration workloads found in the repository manifests; network egress policy is a cluster-native control that may live at the platform/firewall layer, so there is nothing to assess here.
D41 Kernel & Syscall Confinement — No Kubernetes/orchestration workloads found in the repository manifests; seccomp/AppArmor/SELinux confinement is a workload-level control, so there is nothing to assess here.
D42 Runtime Threat Enforcement — No Kubernetes/orchestration workloads found in the repository manifests; runtime threat-detection and admission-control policy are cluster-level controls, so there is nothing to assess here.
D5 Coupling — Inter-project coupling could not be assessed — no analyzable project graph was found for this repository. Not scored: a gap in the analyzer's reach, not a verdict about this repository. (Coupling here is Martin afferent/efferent/instability plus reference cycles across a project-reference graph, read today from .NET project files; other ecosystems' module graphs are not read yet.)
D6 Cohesion (LCOM4) — Cohesion (LCOM4) is measured over a C#/VB class graph, and this repository's production source is mostly .go, .ts, .tsx, which this pass does not read, so cohesion was not assessed for this repository. Not scored — this is a gap in the analyzer, not a finding about this repository.
D8 Code Coverage — Coverage not included — suite not readable by the collector
D9 Test Distribution — Test source is present (.go) but the test-pyramid classifier reads C# only, so its unit/integration/BDD/E2E split couldn't be counted. Not scored — this is a gap in the analyzer, not a finding about this repository.
DM1 Domain Modelling — applicable but not scored (2 of 2 signals for this style — below the bar we score at): 8 aggregate root(s) (types guarding their own state behind command methods — this language has no AggregateRoot base to inherit); 1 domain event(s)
ED1 Event-Driven — applicable but not scored (2 of 3 signals for this style — below the bar we score at): 1 domain event(s); 8 event-sourced shape(s) (event folds / event-recording aggregates)
ED5 Idempotency — no mutating command handlers or message consumers detected — idempotency check not applicable
ES1 Event Sourcing — not scored — this repository shows only 1 of the 3 signals this check looks for (8 Go aggregate(s) recording domain events (own events-slice append / raise-record))
GD1 Unfinished & placeholder code — no source files
IC1 Incompleteness & stubs — not analysed — these correctness checks read a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
P12 CI test-gate honesty — Reported, not scored — and nothing was matched here. The coverage check applies to any stack, but the checks for excluded tests, skipped tests and sleep-based synchronisation currently recognise only some ecosystems' test-runner idioms, so on a repository built with another stack the zeros below mean 'not checked', not 'clean'.
P2 Observability — Observability was not assessed: this check reads a source model that does not carry this repository's product — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of a logging idiom this check recognises is NOT evidence that this repo lacks structured logging (it may log through its own ecosystem's logger). This is a gap in the analyzer, not a finding about this repository.
P7 Outbound HTTP resilience — not measured — the application kind could not be determined for this repo
P8 Schema migrations — not assessed — schema-migration practice is read from a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
P9 Domain vs controller coverage — no coverage report found on disk — produce a coverage report in a standard format (`go test -coverprofile=coverage.out ./...`) into the repo working tree before the scan — a CI step is the usual place, since the artefact is commonly gitignored, or wire coverage collection into CI, to enable this cross-layer check
PF1 Benchmark discipline — Performance was not assessed: this lens reads a source model that was not loaded for this repository, because the repository is written in a language this lens does not yet model or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository — in particular it is NOT a statement that this repo is unpackaged or performance-careless.
PF2 Allocation hygiene — Performance was not assessed: this lens reads a source model that was not loaded for this repository, because the repository is written in a language this lens does not yet model or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository — in particular it is NOT a statement that this repo is unpackaged or performance-careless.
PF3 Async & latency hygiene — Performance was not assessed: this lens reads a source model that was not loaded for this repository, because the repository is written in a language this lens does not yet model or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository — in particular it is NOT a statement that this repo is unpackaged or performance-careless.
R11 Import Boundaries — No recognizable feature-sliced/layered src layout — boundary rules not applicable.
R5 Dependency Freshness — uses a pnpm lockfile — dependency freshness not measured here; JS/npm CVEs are scored in D33 (JS/npm Dependency Vulnerabilities)
S1 Web-Security Posture — Not assessed: these web-security controls are read from a source model (declarative annotations, request middleware, entity/column names, guard methods) that was not loaded for this repository — because the repository is written in a language this check does not yet model, or because its projects failed to load. Absence of an idiom this check recognises is NOT evidence that this repository lacks web-security controls: it may implement them entirely in its own ecosystem. This is a gap in the analyzer's language coverage, not a finding about this repository.
SC1 Supply-chain hygiene — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
X1 Async correctness — not analysed — these correctness checks read a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
X2 Cancellation propagation — not analysed — these correctness checks read a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
X3 Exception handling — not analysed — these correctness checks read a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
X4 Structured logging — not analysed — these correctness checks read a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
X5 Nullable reference types — not analysed — these correctness checks read a source model that was not loaded for this repository, because the repository is written in a language this check does not yet model, or because its projects failed to load. This is a gap in the analyzer, not a finding about this repository
Appendix A — Findings (grouped)
The findings behind the scores, grouped by severity, then by dimension and kind. The high-severity issues are enumerated in full below; items per group are capped at 25 with any overflow stated explicitly per group, never silently truncated. The complete machine-readable list of every finding (all severities) is the companion findings.md in this report's bundle.
High: dependabot-missing-cooldown .github/dependabot.yml:6— This Dependabot configuration does not set a cooldown period. Newly published packages can be malicious or unstable. Add a `cooldown` block with `default-days: 7` to each `package-ecosystem` entry under `updates` to wait 7 days before proposing updates to newly published package versions. Reference: https://docs.github.com/en/code-security/dependabot/dependabot-version-updates/configuration-options-for-the-dependabot.yml-file#cooldown. This is a semgrep security-AUDIT rule reporting a POLICY that is absent or weaker than its recommendation, not an exploitable defect. Confirm whether the current setting is a deliberate decision for this repository — and apply the change where it is not; where it is (a policy your release process already enforces elsewhere, or one this repository has consciously opted out of), record the decision and leave the configuration as it is. This configuration file has 3 such entries; one cooldown decision clears them all — reported once.
High: github-actions-mutable-action-tag .github/workflows/build.yml:13— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: actions/checkout@<40-character SHA>`. This step references `actions/checkout@v7`; resolve the SHA it points at today with `gh api repos/actions/checkout/commits/v7 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/build.yml:23— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: actions/checkout@<40-character SHA>`. This step references `actions/checkout@v7`; resolve the SHA it points at today with `gh api repos/actions/checkout/commits/v7 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/build.yml:26— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: actions/setup-go@<40-character SHA>`. This step references `actions/setup-go@v6`; resolve the SHA it points at today with `gh api repos/actions/setup-go/commits/v6 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/create-tag.yml:24— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: actions/checkout@<40-character SHA>`. This step references `actions/checkout@v7`; resolve the SHA it points at today with `gh api repos/actions/checkout/commits/v7 --jq .sha`.
High: run-shell-injection .github/workflows/create-tag.yml:32— Using variable interpolation `${{...}}` with a workflow input in a `run:` step could allow an attacker to inject their own code into the runner. This would allow them to steal secrets and code. A workflow input is not bounded by this step and should be treated as untrusted. Instead, use an intermediate environment variable with `env:` to store the data and use the environment variable in the `run:` script. Reference it as a shell VARIABLE rather than a `${{ }}` interpolation, using your shell's own syntax (`"$ENVVAR"` in bash, `$env:ENVVAR` in PowerShell), so the value is passed as data and never re-expanded as code.
High: run-shell-injection .github/workflows/create-tag.yml:42— Using variable interpolation `${{...}}` with `github` context data in a `run:` step could allow an attacker to inject their own code into the runner. This would allow them to steal secrets and code. `github` context data can have arbitrary user input and should be treated as untrusted. Instead, use an intermediate environment variable with `env:` to store the data and use the environment variable in the `run:` script. Reference it as a shell VARIABLE rather than a `${{ }}` interpolation, using your shell's own syntax (`"$ENVVAR"` in bash, `$env:ENVVAR` in PowerShell), so the value is passed as data and never re-expanded as code.
High: run-shell-injection .github/workflows/create-tag.yml:50— Using variable interpolation `${{...}}` with a workflow input in a `run:` step could allow an attacker to inject their own code into the runner. This would allow them to steal secrets and code. A workflow input is not bounded by this step and should be treated as untrusted. Instead, use an intermediate environment variable with `env:` to store the data and use the environment variable in the `run:` script. Reference it as a shell VARIABLE rather than a `${{ }}` interpolation, using your shell's own syntax (`"$ENVVAR"` in bash, `$env:ENVVAR` in PowerShell), so the value is passed as data and never re-expanded as code.
High: github-actions-mutable-action-tag .github/workflows/create_dmg.yml:16— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: actions/checkout@<40-character SHA>`. This step references `actions/checkout@v7`; resolve the SHA it points at today with `gh api repos/actions/checkout/commits/v7 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/create_dmg.yml:22— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: actions/setup-go@<40-character SHA>`. This step references `actions/setup-go@v6`; resolve the SHA it points at today with `gh api repos/actions/setup-go/commits/v6 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/create_dmg.yml:27— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: pnpm/action-setup@<40-character SHA>`. This step references `pnpm/action-setup@v6`; resolve the SHA it points at today with `gh api repos/pnpm/action-setup/commits/v6 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/create_dmg.yml:33— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: actions/setup-node@<40-character SHA>`. This step references `actions/setup-node@v6`; resolve the SHA it points at today with `gh api repos/actions/setup-node/commits/v6 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/create_dmg.yml:68— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: actions/upload-artifact@<40-character SHA>`. This step references `actions/upload-artifact@v7`; resolve the SHA it points at today with `gh api repos/actions/upload-artifact/commits/v7 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/docker-build.yml:28— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: actions/checkout@<40-character SHA>`. This step references `actions/checkout@v7`; resolve the SHA it points at today with `gh api repos/actions/checkout/commits/v7 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/docker-build.yml:34— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: docker/setup-buildx-action@<40-character SHA>`. This step references `docker/setup-buildx-action@v4`; resolve the SHA it points at today with `gh api repos/docker/setup-buildx-action/commits/v4 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/docker-build.yml:38— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: docker/login-action@<40-character SHA>`. This step references `docker/login-action@v4`; resolve the SHA it points at today with `gh api repos/docker/login-action/commits/v4 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/docker-build.yml:46— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: docker/login-action@<40-character SHA>`. This step references `docker/login-action@v4`; resolve the SHA it points at today with `gh api repos/docker/login-action/commits/v4 --jq .sha`.
High: run-shell-injection .github/workflows/docker-build.yml:56— Using variable interpolation `${{...}}` with a workflow input / an `env` value in a `run:` step could allow an attacker to inject their own code into the runner. This would allow them to steal secrets and code. A workflow input / an `env` value is not bounded by this step and should be treated as untrusted. Instead, use an intermediate environment variable with `env:` to store the data and use the environment variable in the `run:` script. Reference it as a shell VARIABLE rather than a `${{ }}` interpolation, using your shell's own syntax (`"$ENVVAR"` in bash, `$env:ENVVAR` in PowerShell), so the value is passed as data and never re-expanded as code.
High: github-actions-mutable-action-tag .github/workflows/docker-build.yml:65— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: docker/build-push-action@<40-character SHA>`. This step references `docker/build-push-action@v7`; resolve the SHA it points at today with `gh api repos/docker/build-push-action/commits/v7 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/nightly.yml:20— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: actions/checkout@<40-character SHA>`. This step references `actions/checkout@v7`; resolve the SHA it points at today with `gh api repos/actions/checkout/commits/v7 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/nightly.yml:46— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: actions/setup-go@<40-character SHA>`. This step references `actions/setup-go@v6`; resolve the SHA it points at today with `gh api repos/actions/setup-go/commits/v6 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/nightly.yml:51— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: pnpm/action-setup@<40-character SHA>`. This step references `pnpm/action-setup@v6`; resolve the SHA it points at today with `gh api repos/pnpm/action-setup/commits/v6 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/nightly.yml:57— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: actions/setup-node@<40-character SHA>`. This step references `actions/setup-node@v6`; resolve the SHA it points at today with `gh api repos/actions/setup-node/commits/v6 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/nightly.yml:64— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: docker/setup-qemu-action@<40-character SHA>`. This step references `docker/setup-qemu-action@v4`; resolve the SHA it points at today with `gh api repos/docker/setup-qemu-action/commits/v4 --jq .sha`.
High: github-actions-mutable-action-tag .github/workflows/nightly.yml:67— GitHub Actions step uses a mutable tag or branch reference. Tags and branch names can be silently repointed by the action owner, enabling supply-chain attacks — as seen in the trivy-action and kics-github-action compromises. Pin the reference to a full 40-character commit SHA instead, e.g. `uses: docker/setup-buildx-action@<40-character SHA>`. This step references `docker/setup-buildx-action@v4`; resolve the SHA it points at today with `gh api repos/docker/setup-buildx-action/commits/v4 --jq .sha`.
High IaC: DS-0002 docker/Dockerfile— Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser -S -D app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
High IaC: DS-0002 docker/Dockerfile.full— Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser -S -D app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
High IaC: DS-0002 docker/Dockerfile.goreleaser— Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser -S -D app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
High IaC: DS-0002 docker/Dockerfile.heavy— Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser -S -D app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
High IaC: DS-0002 docker/Dockerfile.launcher— Image user should not be 'root' A container that starts as root runs your process with root's capabilities inside the namespace, so a compromise of the process starts from there. The step: create an unprivileged account in the image (`RUN adduser -S -D app`), give it ownership of the paths the process writes at runtime (`COPY --chown=` on those layers, or a `RUN chown -R`), and end the final stage with `USER app` so it is the default at start. Build stages that only compile can stay root; it is the stage that RUNS that needs the account. If the process genuinely requires root — it manages the container runtime, ptraces another process or opens raw devices — say so here rather than making a change that breaks it.
FileTooLong: integration/web.go pkg/tools/integration/web.go:0— FileTooLong — 1611 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: channels/manager.go pkg/channels/manager.go:0— FileTooLong — 1323 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: config/config.go pkg/config/config.go:0— FileTooLong — 1218 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: telegram/telegram.go pkg/channels/telegram/telegram.go:0— FileTooLong — 1175 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: evolution/runtime.go pkg/evolution/runtime.go:0— FileTooLong — 1136 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: seahorse/store.go pkg/seahorse/store.go:0— FileTooLong — 1096 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: pico/pico.go pkg/channels/pico/pico.go:0— FileTooLong — 957 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: tools/shell.go pkg/tools/shell.go:0— FileTooLong — 899 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: deltachat/deltachat.go pkg/channels/deltachat/deltachat.go:0— FileTooLong — 850 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: openclaw/openclaw_config.go pkg/migrate/sources/openclaw/openclaw_config.go:0— FileTooLong — 834 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: fs/filesystem.go pkg/tools/fs/filesystem.go:0— FileTooLong — 818 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: feishu/feishu_64.go pkg/channels/feishu/feishu_64.go:0— FileTooLong — 803 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: weixin/media.go pkg/channels/weixin/media.go:0— FileTooLong — 802 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: agent/context.go pkg/agent/context.go:0— FileTooLong — 788 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: api/skills.go web/backend/api/skills.go:0— FileTooLong — 774 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: onebot/onebot.go pkg/channels/onebot/onebot.go:0— FileTooLong — 750 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: wecom/wecom.go pkg/channels/wecom/wecom.go:0— FileTooLong — 692 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: api/models.go web/backend/api/models.go:0— FileTooLong — 690 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: api/session.go web/backend/api/session.go:0— FileTooLong — 652 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: agent/hooks.go pkg/agent/hooks.go:0— FileTooLong — 634 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: qq/qq.go pkg/channels/qq/qq.go:0— FileTooLong — 631 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: agent/pipeline_execute.go pkg/agent/pipeline_execute.go:0— FileTooLong — 622 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: discord/discord.go pkg/channels/discord/discord.go:0— FileTooLong — 619 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: gateway/gateway.go pkg/gateway/gateway.go:0— FileTooLong — 615 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
FileTooLong: api/oauth.go web/backend/api/oauth.go:0— FileTooLong — 597 significant lines (blank, comment-only and punctuation-only lines excluded). To reduce it, split the file along the responsibilities already in it: move each cohesive group of declarations into its own sibling file in the same module or package, so no one file has to be read whole to change one of them.
Duplicated block (10 lines × 2) cmd/membench/eval.go:58— cmd/membench/eval.go:58-68 | cmd/membench/eval_llm.go:146-155 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/membench/eval.go:58` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (10 lines × 2) cmd/membench/eval.go:287— cmd/membench/eval.go:287-296 | cmd/membench/eval.go:355-364 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (10 lines × 2) cmd/picoclaw/internal/auth/wecom.go:350— cmd/picoclaw/internal/auth/wecom.go:350-359 | web/backend/api/wecom.go:297-306 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/picoclaw/internal/auth/wecom.go:350` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (10 lines × 2) cmd/picoclaw/internal/auth/wecom.go:396— cmd/picoclaw/internal/auth/wecom.go:396-405 | web/backend/api/wecom.go:329-338 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/picoclaw/internal/auth/wecom.go:396` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (10 lines × 2) cmd/picoclaw/internal/mcp/show.go:102— cmd/picoclaw/internal/mcp/show.go:102-111 | pkg/agent/agent_command.go:408-417 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/picoclaw/internal/mcp/show.go:102` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (10 lines × 2) cmd/picoclaw/internal/skills/helpers.go:350— cmd/picoclaw/internal/skills/helpers.go:350-359 | pkg/migrate/internal/common.go:150-159 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/picoclaw/internal/skills/helpers.go:350` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (10 lines × 2) pkg/agent/turn_context.go:83— pkg/agent/turn_context.go:83-92 | pkg/routing/route.go:140-149 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/agent/turn_context.go:83` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (10 lines × 2) pkg/audio/tts/mimo_tts.go:110— pkg/audio/tts/mimo_tts.go:110-119 | pkg/audio/tts/openai_tts.go:180-189 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once.
Duplicated block (10 lines × 2) pkg/channels/feishu/feishu_64.go:310— pkg/channels/feishu/feishu_64.go:310-319 | pkg/channels/feishu/feishu_64.go:1076-1085 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
Duplicated block (10 lines × 2) pkg/channels/manager.go:2045— pkg/channels/manager.go:2045-2054 | pkg/channels/manager.go:2084-2093 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/manager.go:2045` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (10 lines × 2) pkg/channels/onebot/onebot.go:429— pkg/channels/onebot/onebot.go:429-438 | pkg/channels/onebot/onebot.go:540-549 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/onebot/onebot.go:429` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (10 lines × 2) pkg/channels/slack/slack.go:608— pkg/channels/slack/slack.go:608-617 | pkg/channels/slack/slack.go:623-632 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/slack/slack.go:608` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (10 lines × 2) pkg/channels/weixin/api.go:48— pkg/channels/weixin/api.go:48-57 | pkg/providers/common/common.go:51-60 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/weixin/api.go:48` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (10 lines × 2) pkg/evolution/drafts.go:68— pkg/evolution/drafts.go:68-77 | pkg/evolution/skills_recall.go:19-28 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once.
Duplicated block (10 lines × 2) pkg/providers/anthropic_messages/provider.go:206— pkg/providers/anthropic_messages/provider.go:206-215 | pkg/providers/anthropic_messages/provider.go:284-293 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/providers/anthropic_messages/provider.go:206` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (10 lines × 2) pkg/providers/azure/provider.go:198— pkg/providers/azure/provider.go:198-207 | pkg/providers/openai_compat/provider.go:493-502 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (10 lines × 2) pkg/providers/httpapi/gemini_provider.go:482— pkg/providers/httpapi/gemini_provider.go:482-491 | pkg/providers/oauth/antigravity_provider.go:381-390 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/providers/httpapi/gemini_provider.go:482` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (10 lines × 2) pkg/providers/openai_compat/provider.go:474— pkg/providers/openai_compat/provider.go:474-483 | pkg/providers/openai_compat/provider.go:545-554 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
Duplicated block (10 lines × 2) pkg/routing/agent_id.go:31— pkg/routing/agent_id.go:31-40 | pkg/routing/agent_id.go:53-62 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/routing/agent_id.go:31` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (10 lines × 2) pkg/tools/cron.go:297— pkg/tools/cron.go:297-306 | pkg/tools/cron.go:314-323 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/cron.go:297` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (10 lines × 2) pkg/tools/cron.go:611— pkg/tools/cron.go:611-620 | pkg/tools/cron.go:635-644 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/cron.go:611` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (10 lines × 2) pkg/tools/fs/send_file.go:153— pkg/tools/fs/send_file.go:153-164 | pkg/tools/integration/message.go:342-351 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/fs/send_file.go:153` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (10 lines × 2) pkg/tools/integration/web.go:489— pkg/tools/integration/web.go:489-498 | pkg/tools/integration/web.go:1448-1457 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/integration/web.go:489` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (10 lines × 2) pkg/tools/integration/web.go:1304— pkg/tools/integration/web.go:1304-1313 | pkg/tools/integration/web.go:1400-1409 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/integration/web.go:1304` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (10 lines × 2) web/backend/api/model_catalog.go:60— web/backend/api/model_catalog.go:60-69 | web/backend/api/models.go:614-628 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (11 lines × 2) cmd/picoclaw/internal/auth/wecom.go:363— cmd/picoclaw/internal/auth/wecom.go:363-373 | web/backend/api/wecom.go:310-320 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/picoclaw/internal/auth/wecom.go:363` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (11 lines × 2) cmd/picoclaw/internal/mcp/helpers.go:337— cmd/picoclaw/internal/mcp/helpers.go:337-347 | cmd/picoclaw/internal/mcp/show.go:40-50 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/picoclaw/internal/mcp/helpers.go:337` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (11 lines × 2) cmd/picoclaw/internal/mcp/show.go:74— cmd/picoclaw/internal/mcp/show.go:74-84 | pkg/agent/agent_command.go:379-389 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/picoclaw/internal/mcp/show.go:74` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (11 lines × 2) cmd/picoclaw/internal/mcp/show.go:130— cmd/picoclaw/internal/mcp/show.go:130-140 | pkg/agent/agent_command.go:443-462 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/picoclaw/internal/mcp/show.go:130` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (11 lines × 2) pkg/agent/hook_mount.go:270— pkg/agent/hook_mount.go:270-280 | web/backend/api/gateway.go:646-656 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice.
Duplicated block (11 lines × 2) pkg/agent/pipeline_streaming.go:355— pkg/agent/pipeline_streaming.go:355-365 | web/backend/api/channels.go:195-205 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/agent/pipeline_streaming.go:355` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (11 lines × 2) pkg/channels/manager.go:1231— pkg/channels/manager.go:1231-1241 | pkg/channels/manager.go:1954-1964 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/manager.go:1231` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (11 lines × 2) pkg/channels/manager.go:1247— pkg/channels/manager.go:1247-1257 | pkg/channels/manager.go:1967-1978 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/manager.go:1247` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (11 lines × 2) pkg/channels/pico/pico.go:860— pkg/channels/pico/pico.go:860-870 | web/backend/api/session.go:661-671 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/pico/pico.go:860` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (11 lines × 2) pkg/channels/slack_webhook/convert.go:253— pkg/channels/slack_webhook/convert.go:253-263 | pkg/channels/teams_webhook/teams_webhook.go:413-425 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/slack_webhook/convert.go:253` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (11 lines × 2) pkg/channels/wecom/media.go:50— pkg/channels/wecom/media.go:50-60 | pkg/channels/wecom/media.go:73-83 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/wecom/media.go:50` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (11 lines × 2) pkg/config/config.go:1382— pkg/config/config.go:1382-1392 | pkg/config/config.go:1439-1450 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/config/config.go:1382` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (11 lines × 2) pkg/providers/httpapi/gemini_provider.go:75— pkg/providers/httpapi/gemini_provider.go:75-85 | pkg/providers/httpapi/gemini_provider.go:142-152 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/providers/httpapi/gemini_provider.go:75` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (11 lines × 2) pkg/providers/httpapi/gemini_provider.go:163— pkg/providers/httpapi/gemini_provider.go:163-173 | pkg/providers/openai_compat/provider.go:568-578 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/providers/httpapi/gemini_provider.go:163` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (11 lines × 2) pkg/seahorse/short_engine.go:336— pkg/seahorse/short_engine.go:336-346 | pkg/seahorse/short_engine.go:352-362 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (11 lines × 2) pkg/seahorse/store.go:1656— pkg/seahorse/store.go:1656-1666 | pkg/seahorse/store.go:1683-1693 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/seahorse/store.go:1656` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (11 lines × 2) pkg/tools/shell.go:818— pkg/tools/shell.go:818-828 | pkg/tools/shell.go:857-867 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/shell.go:818` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (11 lines × 2) web/backend/api/oauth.go:322— web/backend/api/oauth.go:322-332 | web/backend/api/oauth.go:339-349 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (11 lines × 2) web/backend/api/oauth.go:806— web/backend/api/oauth.go:806-816 | cmd/picoclaw/internal/auth/helpers.go:239-249 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (11 lines × 2) web/backend/api/wecom.go:233— web/backend/api/wecom.go:233-243 | web/backend/api/weixin.go:233-243 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `web/backend/api/wecom.go:233` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (11 lines × 2) pkg/auth/token.go:12— pkg/auth/token.go:12-22 | pkg/auth/token.go:36-46 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
Duplicated block (9 lines × 2) cmd/membench/eval_llm.go:169— cmd/membench/eval_llm.go:169-177 | cmd/membench/eval_llm.go:306-314 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/membench/eval_llm.go:169` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (9 lines × 2) pkg/auth/anthropic_usage.go:36— pkg/auth/anthropic_usage.go:36-44 | pkg/providers/oauth/antigravity_provider.go:568-576 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/auth/anthropic_usage.go:36` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (9 lines × 2) pkg/channels/whatsapp/init.go:13— pkg/channels/whatsapp/init.go:13-21 | pkg/channels/whatsapp_native/init.go:15-23 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (9 lines × 2) pkg/config/config_struct.go:395— pkg/config/config_struct.go:395-404 | pkg/config/config_struct.go:602-610 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/config/config_struct.go:395` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (9 lines × 2) pkg/providers/oauth/antigravity_provider.go:524— pkg/providers/oauth/antigravity_provider.go:524-532 | cmd/picoclaw/internal/auth/helpers.go:244-252 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/providers/oauth/antigravity_provider.go:524` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (9 lines × 2) pkg/session/scope.go:18— pkg/session/scope.go:18-26 | pkg/bus/outbound_context.go:70-78 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/session/scope.go:18` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (9 lines × 2) pkg/tools/hardware/i2c_linux.go:166— pkg/tools/hardware/i2c_linux.go:166-174 | pkg/tools/hardware/i2c_linux.go:266-274 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (9 lines × 2) pkg/tools/hardware/i2c_linux.go:255— pkg/tools/hardware/i2c_linux.go:255-263 | pkg/tools/hardware/spi_linux.go:92-100 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (9 lines × 2) pkg/tools/hardware/spi_linux.go:116— pkg/tools/hardware/spi_linux.go:116-124 | pkg/tools/hardware/spi_linux.go:173-181 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/hardware/spi_linux.go:116` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (9 lines × 2) pkg/tools/integration/web.go:818— pkg/tools/integration/web.go:818-826 | pkg/tools/integration/web.go:1322-1331 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/integration/web.go:818` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (9 lines × 2) web/backend/api/config.go:53— web/backend/api/config.go:53-61 | web/backend/api/config.go:135-144 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `web/backend/api/config.go:53` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (9 lines × 2) web/backend/api/config.go:145— web/backend/api/config.go:145-154 | web/backend/api/models.go:392-400 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `web/backend/api/config.go:145` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (9 lines × 2) web/backend/api/gateway.go:57— web/backend/api/gateway.go:57-65 | web/backend/api/gateway.go:1133-1141 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
Duplicated block (9 lines × 2) web/backend/api/launcher_config.go:58— web/backend/api/launcher_config.go:58-66 | web/backend/api/launcher_config.go:98-106 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `web/backend/api/launcher_config.go:58` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (9 lines × 2) web/backend/api/oauth.go:187— web/backend/api/oauth.go:187-195 | web/backend/api/oauth.go:467-475 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `web/backend/api/oauth.go:187` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (9 lines × 2) pkg/agent/pipeline_llm.go:365— pkg/agent/pipeline_llm.go:365-373 | pkg/agent/pipeline_setup.go:60-68 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/agent/pipeline_llm.go:365` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (9 lines × 2) pkg/channels/deltachat/init.go:13— pkg/channels/deltachat/init.go:13-21 | pkg/channels/irc/init.go:13-21 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice.
Duplicated block (12 lines × 2) cmd/membench/eval.go:132— cmd/membench/eval.go:132-146 | cmd/membench/eval_llm.go:220-231 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/membench/eval.go:132` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (12 lines × 2) cmd/picoclaw/internal/mcp/helpers.go:292— cmd/picoclaw/internal/mcp/helpers.go:292-303 | pkg/mcp/manager.go:30-42 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/picoclaw/internal/mcp/helpers.go:292` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (12 lines × 2) cmd/picoclaw/internal/mcp/show.go:115— cmd/picoclaw/internal/mcp/show.go:115-126 | pkg/agent/agent_command.go:421-437 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/picoclaw/internal/mcp/show.go:115` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (12 lines × 2) cmd/picoclaw/internal/skills/helpers.go:328— cmd/picoclaw/internal/skills/helpers.go:328-339 | pkg/migrate/internal/common.go:101-112 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/picoclaw/internal/skills/helpers.go:328` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (12 lines × 2) pkg/agent/hooks.go:326— pkg/agent/hooks.go:326-337 | pkg/agent/hooks.go:358-369 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/agent/hooks.go:326` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (12 lines × 2) pkg/agent/hooks.go:470— pkg/agent/hooks.go:470-481 | pkg/agent/hooks.go:508-519 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/agent/hooks.go:470` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (12 lines × 2) pkg/channels/weixin/media.go:182— pkg/channels/weixin/media.go:182-193 | web/backend/api/tools.go:545-556 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (12 lines × 2) pkg/providers/oauth/antigravity_provider.go:227— pkg/providers/oauth/antigravity_provider.go:227-238 | pkg/providers/oauth/antigravity_provider.go:280-291 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/providers/oauth/antigravity_provider.go:227` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (12 lines × 2) pkg/seahorse/store.go:1412— pkg/seahorse/store.go:1412-1423 | pkg/seahorse/store.go:1570-1581 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (12 lines × 2) pkg/tools/fs/filesystem.go:849— pkg/tools/fs/filesystem.go:849-860 | pkg/tools/integration/helpers.go:121-132 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/fs/filesystem.go:849` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (12 lines × 2) pkg/tools/shell.go:748— pkg/tools/shell.go:748-759 | pkg/tools/shell.go:777-788 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/shell.go:748` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (12 lines × 2) web/backend/api/models.go:497— web/backend/api/models.go:497-508 | web/backend/api/models.go:937-948 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `web/backend/api/models.go:497` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (12 lines × 2) web/backend/api/models.go:762— web/backend/api/models.go:762-773 | web/backend/api/models.go:809-820 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (12 lines × 2) pkg/agent/pipeline_execute.go:246— pkg/agent/pipeline_execute.go:246-257 | pkg/agent/pipeline_execute.go:626-637 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/agent/pipeline_execute.go:246` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (8 lines × 2) pkg/channels/onebot/onebot.go:523— pkg/channels/onebot/onebot.go:523-530 | pkg/channels/onebot/onebot.go:591-598 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/onebot/onebot.go:523` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (8 lines × 2) pkg/channels/wecom/media.go:332— pkg/channels/wecom/media.go:332-339 | pkg/channels/wecom/media.go:400-408 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/wecom/media.go:332` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (8 lines × 2) pkg/config/config_struct.go:644— pkg/config/config_struct.go:644-651 | pkg/config/security.go:131-139 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/config/config_struct.go:644` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (8 lines × 2) pkg/gateway/gateway.go:433— pkg/gateway/gateway.go:433-440 | pkg/gateway/gateway.go:681-688 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/gateway/gateway.go:433` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (8 lines × 2) pkg/providers/anthropic/provider.go:197— pkg/providers/anthropic/provider.go:197-204 | pkg/providers/anthropic_messages/provider.go:251-260 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/providers/anthropic/provider.go:197` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (8 lines × 2) pkg/providers/anthropic/provider.go:389— pkg/providers/anthropic/provider.go:389-396 | pkg/providers/anthropic_messages/provider.go:369-376 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/providers/anthropic/provider.go:389` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (8 lines × 2) pkg/providers/httpapi/gemini_provider.go:93— pkg/providers/httpapi/gemini_provider.go:93-100 | pkg/providers/openai_compat/provider.go:492-499 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/providers/httpapi/gemini_provider.go:93` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (8 lines × 2) pkg/providers/httpapi/gemini_provider.go:195— pkg/providers/httpapi/gemini_provider.go:195-202 | pkg/providers/openai_compat/provider.go:597-604 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/providers/httpapi/gemini_provider.go:195` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (8 lines × 2) pkg/skills/clawhub_registry.go:383— pkg/skills/clawhub_registry.go:383-390 | pkg/utils/download.go:45-53 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/skills/clawhub_registry.go:383` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (8 lines × 2) pkg/tools/hardware/spi_linux.go:128— pkg/tools/hardware/spi_linux.go:128-135 | pkg/tools/hardware/spi_linux.go:184-191 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/hardware/spi_linux.go:128` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (8 lines × 2) web/backend/api/config.go:37— web/backend/api/config.go:37-44 | web/backend/api/tools.go:407-414 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `web/backend/api/config.go:37` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (8 lines × 2) web/backend/api/session.go:245— web/backend/api/session.go:245-252 | web/backend/api/session.go:261-268 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `web/backend/api/session.go:245` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (8 lines × 2) pkg/agent/pipeline_setup.go:23— pkg/agent/pipeline_setup.go:23-30 | pkg/agent/pipeline_setup.go:65-72 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
Duplicated block (8 lines × 2) web/backend/utils/runtime.go:72— web/backend/utils/runtime.go:72-79 | web/backend/utils/runtime.go:104-111 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `web/backend/utils/runtime.go:72` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
TooManyMethods: Handler web/backend/api/router.go:12— TooManyMethods — 144 methods, declared across 18 files: api/gateway.go (18), api/oauth.go (15), api/session.go (14), api/pico.go (11), +14 more file(s). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
TooManyMethods: AgentLoop pkg/agent/agent.go:34— TooManyMethods — 104 methods, declared across 20 files: agent/steering.go (18), agent/agent_inject.go (10), agent/agent_event.go (9), agent/agent_message.go (9), +16 more file(s). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
TooManyMethods: Store pkg/seahorse/store.go:14— TooManyMethods — 53 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
TooManyMethods: Manager pkg/channels/manager.go:87— TooManyMethods — 47 methods, declared across 2 files: channels/manager.go (40), channels/events.go (7). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
TooManyMethods: TelegramChannel pkg/channels/telegram/telegram.go:52— TooManyMethods — 41 methods, declared across 2 files: telegram/telegram.go (39), telegram/command_registration.go (2). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
TooManyMethods: turnState pkg/agent/turn_state.go:182— TooManyMethods — 39 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
TooManyMethods: PicoChannel pkg/channels/pico/pico.go:96— TooManyMethods — 37 methods. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
TooManyMethods: WeComChannel pkg/channels/wecom/wecom.go:35— TooManyMethods — 37 methods, declared across 2 files: wecom/wecom.go (32), wecom/media.go (5). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
TooManyMethods: DeltaChatChannel pkg/channels/deltachat/deltachat.go:144— TooManyMethods — 36 methods, declared across 2 files: deltachat/deltachat.go (31), deltachat/handler.go (5). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
TooManyMethods: FeishuChannel pkg/channels/feishu/feishu_64.go:39— TooManyMethods — 36 methods, declared across 3 files: feishu/feishu_64.go (32), feishu/feishu_reply.go (3), feishu/common.go (1). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
TooManyMethods: ContextBuilder pkg/agent/context.go:24— TooManyMethods — 33 methods, declared across 2 files: agent/context.go (32), agent/definition.go (1). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
TooManyMethods: DiscordChannel pkg/channels/discord/discord.go:40— TooManyMethods — 32 methods, declared across 2 files: discord/discord.go (28), discord/voice.go (4). That list is where to read them, not a suggestion to split the file: the members belong to the type wherever they are declared, so moving them between files leaves the count unchanged. To reduce it, group the members that share the same data into a smaller type of their own and delegate to it, so no single type carries every responsibility.
Duplicated block (7 lines × 2) cmd/membench/llm_client.go:121— cmd/membench/llm_client.go:121-127 | cmd/membench/llm_client.go:142-148 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
Duplicated block (7 lines × 2) pkg/agent/hooks.go:446— pkg/agent/hooks.go:446-452 | pkg/agent/turn_state.go:759-765 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/agent/hooks.go:446` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (7 lines × 2) pkg/channels/manager.go:1415— pkg/channels/manager.go:1415-1421 | pkg/channels/manager.go:1922-1928 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/manager.go:1415` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (7 lines × 2) pkg/config/config_struct.go:65— pkg/config/config_struct.go:65-71 | web/backend/api/config.go:586-592 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/config/config_struct.go:65` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (7 lines × 2) pkg/config/migration.go:217— pkg/config/migration.go:217-223 | pkg/config/migration.go:297-303 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/config/migration.go:217` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (7 lines × 2) pkg/config/security.go:111— pkg/config/security.go:111-117 | pkg/config/security.go:128-134 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/config/security.go:111` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (7 lines × 2) pkg/memory/jsonl.go:312— pkg/memory/jsonl.go:312-318 | pkg/memory/jsonl.go:861-867 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/memory/jsonl.go:312` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (7 lines × 2) pkg/migrate/migrate.go:213— pkg/migrate/migrate.go:213-219 | pkg/migrate/migrate.go:225-231 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/migrate/migrate.go:213` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (7 lines × 2) pkg/updater/updater.go:299— pkg/updater/updater.go:299-305 | pkg/updater/updater.go:319-325 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (7 lines × 2) web/backend/api/models.go:347— web/backend/api/models.go:347-353 | web/backend/api/models.go:483-489 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `web/backend/api/models.go:347` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (7 lines × 2) pkg/channels/split.go:92— pkg/channels/split.go:92-99 | pkg/channels/split.go:115-121 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/split.go:92` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Hotspot: pkg/agent/pipeline_llm.go pkg/agent/pipeline_llm.go— pkg/agent/pipeline_llm.go changed 13 times in last 90 days, max complexity 103. 9 of those changes were fix/bug commits, so the churn is repair rather than feature work. Before the next change lands here, cover the area it touches with tests, then split that area out of the file so the following change is smaller than this one — a file this often edited pays the complexity back every time.
Hotspot: pkg/config/config.go pkg/config/config.go— pkg/config/config.go changed 17 times in last 90 days, max complexity 39. 7 of those changes were fix/bug commits, and the other 10 changed it for other reasons — this file is under both repair and feature pressure. Before the next change lands here, cover the area it touches with tests, then split that area out of the file so the following change is smaller than this one — a file this often edited pays the complexity back every time.
Hotspot: pkg/providers/openai_compat/provider.go pkg/providers/openai_compat/provider.go— pkg/providers/openai_compat/provider.go changed 17 times in last 90 days, max complexity 37. 10 of those changes were fix/bug commits, so the churn is repair rather than feature work. Before the next change lands here, cover the area it touches with tests, then split that area out of the file so the following change is smaller than this one — a file this often edited pays the complexity back every time.
Hotspot: pkg/agent/pipeline_execute.go pkg/agent/pipeline_execute.go— pkg/agent/pipeline_execute.go changed 4 times in last 90 days, max complexity 112. 1 of those changes was a fix/bug commit, and the other 3 changed it for other reasons — this file is under both repair and feature pressure. Before the next change lands here, cover the area it touches with tests, then split that area out of the file so the following change is smaller than this one — a file this often edited pays the complexity back every time.
Hotspot: pkg/tools/integration/web.go pkg/tools/integration/web.go— pkg/tools/integration/web.go changed 10 times in last 90 days, max complexity 43. 8 of those changes were fix/bug commits, so the churn is repair rather than feature work. Before the next change lands here, cover the area it touches with tests, then split that area out of the file so the following change is smaller than this one — a file this often edited pays the complexity back every time.
Hotspot: pkg/tools/shell.go pkg/tools/shell.go— pkg/tools/shell.go changed 11 times in last 90 days, max complexity 36. 8 of those changes were fix/bug commits, so the churn is repair rather than feature work. Before the next change lands here, cover the area it touches with tests, then split that area out of the file so the following change is smaller than this one — a file this often edited pays the complexity back every time.
Hotspot: pkg/providers/factory_provider.go pkg/providers/factory_provider.go— pkg/providers/factory_provider.go changed 6 times in last 90 days, max complexity 56. Frequent change and high complexity in one file compound: schedule the next change to it to include carving out the part being edited, behind tests written first.
Hotspot: pkg/tools/fs/filesystem.go pkg/tools/fs/filesystem.go— pkg/tools/fs/filesystem.go changed 7 times in last 90 days, max complexity 39. 5 of those changes were fix/bug commits, so the churn is repair rather than feature work. Before the next change lands here, cover the area it touches with tests, then split that area out of the file so the following change is smaller than this one — a file this often edited pays the complexity back every time.
Hotspot: pkg/channels/manager.go pkg/channels/manager.go— pkg/channels/manager.go changed 7 times in last 90 days, max complexity 38. 4 of those changes were fix/bug commits, so the churn is repair rather than feature work. Before the next change lands here, cover the area it touches with tests, then split that area out of the file so the following change is smaller than this one — a file this often edited pays the complexity back every time.
Hotspot: web/frontend/src/components/models/edit-model-sheet.tsx web/frontend/src/components/models/edit-model-sheet.tsx— web/frontend/src/components/models/edit-model-sheet.tsx changed 7 times in last 90 days, max complexity 35. 2 of those changes were fix/bug commits, and the other 5 changed it for other reasons — this file is under both repair and feature pressure. Before the next change lands here, cover the area it touches with tests, then split that area out of the file so the following change is smaller than this one — a file this often edited pays the complexity back every time.
Duplicated block (13 lines × 2) cmd/membench/eval.go:76— cmd/membench/eval.go:76-88 | cmd/membench/eval.go:183-195 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `cmd/membench/eval.go:76` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (13 lines × 2) pkg/agent/hooks.go:370— pkg/agent/hooks.go:370-382 | pkg/agent/hooks.go:520-532 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/agent/hooks.go:370` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (13 lines × 2) pkg/auth/oauth.go:254— pkg/auth/oauth.go:254-266 | pkg/auth/oauth.go:345-357 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/auth/oauth.go:254` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (13 lines × 2) pkg/channels/deltachat/deltachat.go:711— pkg/channels/deltachat/deltachat.go:711-723 | pkg/evolution/runtime.go:226-238 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/deltachat/deltachat.go:711` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (13 lines × 2) pkg/channels/manager.go:377— pkg/channels/manager.go:377-389 | pkg/channels/manager.go:521-534 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/manager.go:377` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (13 lines × 2) pkg/evolution/pattern_clusterer.go:171— pkg/evolution/pattern_clusterer.go:171-183 | pkg/evolution/pattern_clusterer.go:243-255 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/evolution/pattern_clusterer.go:171` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register.
Duplicated block (13 lines × 2) pkg/evolution/pattern_clusterer.go:423— pkg/evolution/pattern_clusterer.go:423-435 | pkg/evolution/pattern_clusterer.go:488-500 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/evolution/pattern_clusterer.go:423` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (13 lines × 2) pkg/memory/jsonl.go:693— pkg/memory/jsonl.go:693-705 | pkg/memory/jsonl.go:756-768 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also register a scope-exit action (a `defer`-style statement) that runs when the function holding them returns: moved into a called unit it would run when THAT unit returns instead — before the caller uses what it releases — so keep the registration at the call site and extract only the work around it, or have the extracted unit hand the resource back for the caller to register. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (13 lines × 2) pkg/tools/integration/helpers.go:30— pkg/tools/integration/helpers.go:30-42 | pkg/tools/normalization.go:91-103 — before extracting anything, compare `pkg/tools/integration/helpers.go` and `pkg/tools/normalization.go` as WHOLE FILES: this scan already matched 3 separate duplicated blocks between them, totalling at least 51 lines, which is the signature of one file having been copied from the other rather than of a helper waiting to be extracted. The two sit in different directories, so one cannot simply be deleted in favour of the other while both are reached separately: hoist the shared part into a location both already depend on and have each file call it, and retire whichever file turns out to have no caller of its own left. Extracting one helper per block leaves the fork in place. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/integration/helpers.go:30` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (14 lines × 2) pkg/agent/agent_utils.go:384— pkg/agent/agent_utils.go:384-397 | pkg/memory/jsonl.go:158-171 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/agent/agent_utils.go:384` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (14 lines × 2) pkg/channels/pico/client.go:212— pkg/channels/pico/client.go:212-225 | pkg/channels/pico/pico.go:1160-1173 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/pico/client.go:212` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (14 lines × 2) pkg/providers/fallback.go:186— pkg/providers/fallback.go:186-200 | pkg/providers/fallback.go:308-321 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/providers/fallback.go:186` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (14 lines × 2) pkg/routing/route.go:279— pkg/routing/route.go:279-292 | pkg/session/key.go:147-160 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice.
Duplicated block (14 lines × 2) pkg/seahorse/store.go:360— pkg/seahorse/store.go:360-373 | pkg/seahorse/store.go:690-703 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
Duplicated block (14 lines × 2) web/backend/api/config.go:99— web/backend/api/config.go:99-112 | web/backend/api/config.go:216-229 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `web/backend/api/config.go:99` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (14 lines × 2) cmd/membench/main.go:131— cmd/membench/main.go:131-144 | cmd/membench/main.go:169-182 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (14 lines × 2) pkg/agent/pipeline_execute.go:312— pkg/agent/pipeline_execute.go:312-325 | pkg/agent/pipeline_execute.go:701-714 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/agent/pipeline_execute.go:312` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Change coupling: config.go ↔ models.ts pkg/config/config.go— `pkg/config/config.go` and `web/frontend/src/api/models.ts` change together 70% of the time (7 of the 10 commits that touched whichever of the two files changed less often, counting a file under its earlier names as well) and are written in DIFFERENT LANGUAGES, so no import can join them and they cannot be co-located into one unit — they compile and ship as separate artifacts. What binds them is a CONTRACT across that boundary — an event or message name, a route, a serialised shape — that each side currently spells out on its own, which is exactly why a change to one drags the other. Declare that contract once where both sides read it (a shared schema, a generated constants file, an interface-definition file) so a change on one side fails the other's build instead of drifting silently; where the surface is too small to be worth that, name the counterpart in a comment on both sides so the next reader finds it. There is nothing here to merge.
Change coupling: factory.go ↔ provider.go pkg/providers/factory.go— `pkg/providers/factory.go` and `pkg/providers/openai_compat/provider.go` change together 64% of the time (9 of the 14 commits that touched whichever of the two files changed less often, counting a file under its earlier names as well) with no explicit dependency — the edge is real but nothing declares it. Read the pair before acting: if one registers itself into the other through a hook or an initialiser, the missing dependency is DELIBERATE — the registration is the link, and it is meant not to be an import — and the thing to add is a comment on each side naming the other, not a merge; if they simply belong together, co-locate them; if neither holds, the coupling is hidden and worth breaking.
Change coupling: factory_provider.go ↔ models.ts pkg/providers/factory_provider.go— `pkg/providers/factory_provider.go` and `web/frontend/src/api/models.ts` change together 60% of the time (6 of the 10 commits that touched whichever of the two files changed less often, counting a file under its earlier names as well) and are written in DIFFERENT LANGUAGES, so no import can join them and they cannot be co-located into one unit — they compile and ship as separate artifacts. What binds them is a CONTRACT across that boundary — an event or message name, a route, a serialised shape — that each side currently spells out on its own, which is exactly why a change to one drags the other. Declare that contract once where both sides read it (a shared schema, a generated constants file, an interface-definition file) so a change on one side fails the other's build instead of drifting silently; where the surface is too small to be worth that, name the counterpart in a comment on both sides so the next reader finds it. There is nothing here to merge.
Change coupling: config.go ↔ factory.go pkg/config/config.go— `pkg/config/config.go` and `pkg/providers/factory.go` change together 57% of the time (8 of the 14 commits that touched whichever of the two files changed less often, counting a file under its earlier names as well) with no explicit dependency — the edge is real but nothing declares it. Read the pair before acting: if one registers itself into the other through a hook or an initialiser, the missing dependency is DELIBERATE — the registration is the link, and it is meant not to be an import — and the thing to add is a comment on each side naming the other, not a merge; if they simply belong together, co-locate them; if neither holds, the coupling is hidden and worth breaking.
Change coupling: models.go ↔ edit-model-sheet.tsx web/backend/api/models.go— `web/backend/api/models.go` and `web/frontend/src/components/models/edit-model-sheet.tsx` change together 55% of the time (6 of the 11 commits that touched whichever of the two files changed less often, counting a file under its earlier names as well) and are written in DIFFERENT LANGUAGES, so no import can join them and they cannot be co-located into one unit — they compile and ship as separate artifacts. What binds them is a CONTRACT across that boundary — an event or message name, a route, a serialised shape — that each side currently spells out on its own, which is exactly why a change to one drags the other. Declare that contract once where both sides read it (a shared schema, a generated constants file, an interface-definition file) so a change on one side fails the other's build instead of drifting silently; where the surface is too small to be worth that, name the counterpart in a comment on both sides so the next reader finds it. There is nothing here to merge.
Change coupling: migration.go ↔ factory.go pkg/config/migration.go— `pkg/config/migration.go` and `pkg/providers/factory.go` change together 50% of the time (7 of the 14 commits that touched whichever of the two files changed less often, counting a file under its earlier names as well) with no explicit dependency — the edge is real but nothing declares it. Read the pair before acting: if one registers itself into the other through a hook or an initialiser, the missing dependency is DELIBERATE — the registration is the link, and it is meant not to be an import — and the thing to add is a comment on each side naming the other, not a merge; if they simply belong together, co-locate them; if neither holds, the coupling is hidden and worth breaking.
Duplicated block (15 lines × 2) pkg/agent/definition.go:209— pkg/agent/definition.go:209-223 | pkg/skills/loader.go:362-376 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/agent/definition.go:209` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (15 lines × 2) pkg/channels/onebot/onebot.go:400— pkg/channels/onebot/onebot.go:400-415 | pkg/channels/onebot/onebot.go:455-469 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/onebot/onebot.go:400` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (15 lines × 2) pkg/channels/qq/qq.go:623— pkg/channels/qq/qq.go:623-637 | pkg/channels/qq/qq.go:692-706 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/qq/qq.go:623` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (15 lines × 2) pkg/providers/fallback.go:210— pkg/providers/fallback.go:210-225 | pkg/providers/fallback.go:329-343 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/providers/fallback.go:210` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (15 lines × 2) pkg/agent/pipeline_execute.go:185— pkg/agent/pipeline_execute.go:185-200 | pkg/agent/pipeline_execute.go:478-492 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/agent/pipeline_execute.go:185` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (15 lines × 2) pkg/agent/pipeline_execute.go:360— pkg/agent/pipeline_execute.go:360-374 | pkg/agent/pipeline_execute.go:748-762 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
Duplicated block (6 lines × 2) pkg/channels/wecom/media.go:495— pkg/channels/wecom/media.go:495-500 | pkg/channels/weixin/media.go:725-730 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/wecom/media.go:495` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (6 lines × 2) pkg/evolution/runtime.go:1377— pkg/evolution/runtime.go:1377-1382 | pkg/evolution/runtime.go:1418-1423 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/evolution/runtime.go:1377` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (6 lines × 2) pkg/seahorse/store.go:1645— pkg/seahorse/store.go:1645-1650 | pkg/seahorse/store.go:1675-1680 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/seahorse/store.go:1645` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (6 lines × 2) pkg/tools/cron.go:278— pkg/tools/cron.go:278-283 | cmd/picoclaw/internal/cron/helpers.go:21-26 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/cron.go:278` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (6 lines × 2) web/backend/api/auth.go:150— web/backend/api/auth.go:150-155 | web/backend/api/auth.go:293-299 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (6 lines × 2) cmd/membench/main.go:63— cmd/membench/main.go:63-68 | cmd/membench/main.go:96-101 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
Duplicated block (17 lines × 2) pkg/channels/slack_webhook/slack_webhook.go:102— pkg/channels/slack_webhook/slack_webhook.go:102-118 | pkg/channels/teams_webhook/teams_webhook.go:135-153 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere both call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made twice. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/slack_webhook/slack_webhook.go:102` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (17 lines × 2) pkg/isolation/runtime.go:366— pkg/isolation/runtime.go:366-382 | pkg/isolation/runtime.go:393-409 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/isolation/runtime.go:366` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (17 lines × 2) pkg/seahorse/store.go:1045— pkg/seahorse/store.go:1045-1061 | pkg/seahorse/store.go:1142-1158 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/seahorse/store.go:1045` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (17 lines × 2) pkg/tools/fs/load_image.go:91— pkg/tools/fs/load_image.go:91-107 | pkg/tools/fs/send_file.go:88-104 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/fs/load_image.go:91` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (16 lines × 2) pkg/channels/manager.go:1587— pkg/channels/manager.go:1587-1602 | pkg/channels/manager.go:1782-1797 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/manager.go:1587` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (16 lines × 2) pkg/seahorse/store.go:186— pkg/seahorse/store.go:186-201 | pkg/seahorse/store.go:278-293 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/seahorse/store.go:186` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (16 lines × 2) pkg/tools/integration/helpers.go:45— pkg/tools/integration/helpers.go:45-60 | pkg/tools/normalization.go:106-121 — before extracting anything, compare `pkg/tools/integration/helpers.go` and `pkg/tools/normalization.go` as WHOLE FILES: this scan already matched 3 separate duplicated blocks between them, totalling at least 51 lines, which is the signature of one file having been copied from the other rather than of a helper waiting to be extracted. The two sit in different directories, so one cannot simply be deleted in favour of the other while both are reached separately: hoist the shared part into a location both already depend on and have each file call it, and retire whichever file turns out to have no caller of its own left. Extracting one helper per block leaves the fork in place. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/integration/helpers.go:45` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (16 lines × 2) pkg/providers/factory_provider.go:122— pkg/providers/factory_provider.go:122-137 | pkg/providers/factory_provider.go:211-226 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it.
Duplicated block (5 lines × 2) cmd/membench/eval_llm.go:162— cmd/membench/eval_llm.go:162-166 | cmd/membench/eval_llm.go:178-182 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited.
Duplicated block (5 lines × 2) pkg/evolution/organizer.go:184— pkg/evolution/organizer.go:184-188 | pkg/evolution/runtime.go:1318-1322 — the copies sit in sibling files of one directory: extract the block into a single shared function in that directory and call it from each site, so a change lands once. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/evolution/organizer.go:184` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (5 lines × 2) pkg/gateway/gateway.go:446— pkg/gateway/gateway.go:446-450 | pkg/gateway/gateway.go:694-698 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/gateway/gateway.go:446` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (5 lines × 2) pkg/agent/pipeline_setup.go:40— pkg/agent/pipeline_setup.go:40-44 | pkg/agent/pipeline_setup.go:85-90 — both copies are in the same file, so extract the block into one function there and call it from each site — the copies drift apart the first time only one of them is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/agent/pipeline_setup.go:40` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (7 lines × 3) pkg/agent/agent_utils.go:56— pkg/agent/agent_utils.go:56-62 | pkg/session/scope.go:25-31 | pkg/bus/outbound_context.go:77-83 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere all 3 call sites can already reach — a location they all depend on today, or a new shared one if there is none — and call it from each site; until then, every change has to be made 3 times. The matched lines also transfer control out of the body holding them, which cannot survive a move into a called unit unchanged: have the extracted unit return that decision and let each site act on it. Note that the copies do not run to the end of the range shown: their LAST lines are different code, not the same code under different names — the matched region ends inside that line. Extract the lines above it, and read the last line of each site separately.
Duplicated block (7 lines × 3) pkg/channels/onebot/onebot.go:321— pkg/channels/onebot/onebot.go:321-327 | pkg/channels/onebot/onebot.go:437-443 | pkg/channels/onebot/onebot.go:548-554 — all 3 copies are in the same file, so extract the block into one function there and call it from every one of those sites — resolving only two of them leaves the rest to drift apart the first time one is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/channels/onebot/onebot.go:321` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (7 lines × 3) web/backend/api/models.go:484— web/backend/api/models.go:484-490 | web/backend/api/models.go:523-529 | web/backend/api/tools.go:234-240 — there are 3 copies across 2 file(s) — more copies than files, so at least one file holds the block twice. Extract it once into a single shared function every call site can reach and call it from all 3 sites; resolving a subset leaves the remainder to drift apart. Read the line range as the matched WINDOW rather than a finished unit: at `web/backend/api/models.go:484` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
D38 · OSV Dependency Vulnerabilities· Medium vulnerability · ×2
Medium vulnerability: GO-2026-5841 go.mod— github.com/klauspost/compress 1.18.6 (github.com/klauspost/compress/s2): GO-2026-5841 — github.com/klauspost/compress is not a DIRECT requirement of this module: go.mod records it as `// indirect`, pulled in transitively, so raise it in place (run `go get github.com/klauspost/compress@v1.18.7`, which updates the require line go.mod already holds for it).
Medium vulnerability: GO-2026-5932 go.mod— golang.org/x/crypto 0.53.0 (golang.org/x/crypto/openpgp, golang.org/x/crypto/openpgp/packet, golang.org/x/crypto/openpgp/armor, +4 more): GO-2026-5932 — no fixed version has been published yet. Track the advisory, and remove or replace golang.org/x/crypto if the exposure is not acceptable until one lands. Before doing either, check whether any affected package above is actually linked here: `go list -deps ./... | grep -F -e golang.org/x/crypto/openpgp` lists it whether your own code imports it or a dependency pulls it in — a module can be in the build list for one sub-package while the vulnerable one is never reached, in which case there is nothing to remove and tracking the advisory is the whole action.
Duplicated block (14 lines × 3) pkg/config/config.go:1335— pkg/config/config.go:1335-1350 | pkg/config/config.go:1393-1408 | pkg/config/config.go:1451-1464 — all 3 copies are in the same file, so extract the block into one function there and call it from every one of those sites — resolving only two of them leaves the rest to drift apart the first time one is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/config/config.go:1335` it begins part-way through the construct above it, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
Duplicated block (14 lines × 3) pkg/tools/integration/web.go:312— pkg/tools/integration/web.go:312-325 | pkg/tools/integration/web.go:445-458 | pkg/tools/integration/web.go:1144-1157 — all 3 copies are in the same file, so extract the block into one function there and call it from every one of those sites — resolving only two of them leaves the rest to drift apart the first time one is edited. Read the line range as the matched WINDOW rather than a finished unit: at `pkg/tools/integration/web.go:312` it does not close everything it opens, so those exact lines cannot be lifted as they stand — widen the region to the smallest complete statement or declaration that contains it, and extract that.
config.v0ProvidersMapToModelList (cyclomatic 212) pkg/config/config_old.go:32— config.v0ProvidersMapToModelList has cyclomatic complexity 212 (threshold 15). Most of this is not in the body itself: 12 of the 212 points are its own statements and the rest belongs to 25 function literals inside it that branch (lines 46, 73, 97, …). The decisions are inside those literals, which nothing outside this body can call, review or test on its own, so splitting the enclosing body is not the move available here. To reduce it, lift the literals' work into a named function or method at the enclosing scope and have each literal call it, then reduce whichever part then reads as the largest.
Pipeline.ExecuteTools (cyclomatic 112) pkg/agent/pipeline_execute.go:111— Pipeline.ExecuteTools has cyclomatic complexity 112 (threshold 15). Of this number, 107 points are the body's own statements and 5 belong to 2 function literals inside it that branch. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
Pipeline.CallLLM (cyclomatic 103) pkg/agent/pipeline_llm.go:22— Pipeline.CallLLM has cyclomatic complexity 103 (threshold 15). Of this number, 88 points are the body's own statements and 15 belong to 3 function literals inside it that branch. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
converter.walk (cyclomatic 70) pkg/utils/markdown.go:138— converter.walk has cyclomatic complexity 70 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
main.main (cyclomatic 60) web/backend/main.go:400— main.main has cyclomatic complexity 60 (threshold 15). Of this number, 55 points are the body's own statements and 5 belong to 2 function literals inside it that branch. To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
providers.CreateProviderFromConfig (cyclomatic 56) pkg/providers/factory_provider.go:91— providers.CreateProviderFromConfig has cyclomatic complexity 56 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
AgentLoop.askSideQuestion (cyclomatic 47) pkg/agent/turn_coord.go:359— AgentLoop.askSideQuestion has cyclomatic complexity 47 (threshold 15). Of this number, 36 points are the body's own statements and 11 belong to 2 function literals inside it that branch. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
agent.registerSharedTools (cyclomatic 47) pkg/agent/agent_init.go:108— agent.registerSharedTools has cyclomatic complexity 47 (threshold 15). Of this number, 33 points are the body's own statements and 14 belong to 3 function literals inside it that branch. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
AgentLoop.runTurn (cyclomatic 45) pkg/agent/turn_coord.go:17— AgentLoop.runTurn has cyclomatic complexity 45 (threshold 15). Of this number, 43 points are the body's own statements and 2 belong to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
OpenClawConfig.convertChannels (cyclomatic 45) pkg/migrate/sources/openclaw/openclaw_config.go:773— OpenClawConfig.convertChannels has cyclomatic complexity 45 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
Runtime.RunColdPathOnce (cyclomatic 44) pkg/evolution/runtime.go:240— Runtime.RunColdPathOnce has cyclomatic complexity 44 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
WebSearchToolOptions.providerByName (cyclomatic 43) pkg/tools/integration/web.go:1655— WebSearchToolOptions.providerByName has cyclomatic complexity 43 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
AgentLoop.buildCommandsRuntime (cyclomatic 42) pkg/agent/agent_command.go:127— AgentLoop.buildCommandsRuntime has cyclomatic complexity 42 (threshold 15). Most of this is not in the body itself: 5 of the 42 points are its own statements and the rest belongs to 10 function literals inside it that branch (lines 181, 140, 299, …). The decisions are inside those literals, which nothing outside this body can call, review or test on its own, so splitting the enclosing body is not the move available here. To reduce it, lift the literals' work into a named function or method at the enclosing scope and have each literal call it, then reduce whichever part then reads as the largest.
Engine.Bootstrap (cyclomatic 40) pkg/seahorse/short_engine.go:417— Engine.Bootstrap has cyclomatic complexity 40 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
channels.hiddenValues (cyclomatic 39) pkg/channels/manager_channel.go:43— channels.hiddenValues has cyclomatic complexity 39 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
config.LoadConfig (cyclomatic 39) pkg/config/config.go:1293— config.LoadConfig has cyclomatic complexity 39 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
ReadFileLinesTool.Execute (cyclomatic 39) pkg/tools/fs/filesystem.go:536— ReadFileLinesTool.Execute has cyclomatic complexity 39 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
updater.findAssetInfo (cyclomatic 39) pkg/updater/updater.go:214— updater.findAssetInfo has cyclomatic complexity 39 (threshold 15). Of this number, 22 points are the body's own statements and 17 belong to 2 function literals inside it that branch. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
Manager.preSend (cyclomatic 38) pkg/channels/manager.go:370— Manager.preSend has cyclomatic complexity 38 (threshold 15). Of this number, 37 points are the body's own statements and 1 belongs to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
CompactionEngine.compactCondensed (cyclomatic 38) pkg/seahorse/short_compaction.go:307— CompactionEngine.compactCondensed has cyclomatic complexity 38 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
utils.IsPrivateOrRestrictedIP (cyclomatic 38) pkg/utils/http_guard.go:252— utils.IsPrivateOrRestrictedIP has cyclomatic complexity 38 (threshold 15). To reduce it, name the conditions: bind each compound test to a well-named local or a small predicate function, so the body reads as a sequence of named decisions rather than a chain of operators.
openai_compat.parseStreamResponse (cyclomatic 37) pkg/providers/openai_compat/provider.go:615— openai_compat.parseStreamResponse has cyclomatic complexity 37 (threshold 15). Of this number, 18 points are the body's own statements and 19 belong to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
api.validateConfig (cyclomatic 37) web/backend/api/config.go:325— api.validateConfig has cyclomatic complexity 37 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
ExecTool.runBackground (cyclomatic 36) pkg/tools/shell.go:507— ExecTool.runBackground has cyclomatic complexity 36 (threshold 15). Most of this is not in the body itself: 13 of the 36 points are its own statements and the rest belongs to 3 function literals inside it that branch (lines 647, 608, 586). The decisions are inside those literals, which nothing outside this body can call, review or test on its own, so splitting the enclosing body is not the move available here. To reduce it, lift the literals' work into a named function or method at the enclosing scope and have each literal call it, then reduce whichever part then reads as the largest.
OneBotChannel.parseMessageSegments (cyclomatic 35) pkg/channels/onebot/onebot.go:718— OneBotChannel.parseMessageSegments has cyclomatic complexity 35 (threshold 15). Of this number, 33 points are the body's own statements and 2 belong to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
AgentLoop.ensureMCPInitialized (cyclomatic 34) pkg/agent/agent_mcp.go:78— AgentLoop.ensureMCPInitialized has cyclomatic complexity 34 (threshold 15). Most of this is not in the body itself: 9 of the 34 points are its own statements and the rest belongs to one function literal inside it that branches (line 109). The decisions are inside the literal, which nothing outside this body can call, review or test on its own, so splitting the enclosing body is not the move available here. To reduce it, lift the literal's work into a named function or method at the enclosing scope and have the literal call it, then reduce whichever part then reads as the largest.
Manager.getChannelConfigAndEnabled (cyclomatic 33) pkg/channels/manager.go:1025— Manager.getChannelConfigAndEnabled has cyclomatic complexity 33 (threshold 15). To reduce it, keep the dispatch but shrink the arms: move each non-trivial case body into its own named function taking that case's concrete type, so the dispatch reads one line per case. These arms are selected by TYPE rather than by value, so there is no key a lookup table could be built on; where you own the matched types, giving them one shared interface method and calling that is the form a table would have taken, and where you do not, keep the cases — they stay explicit and reviewable.
WebFetchTool.Execute (cyclomatic 33) pkg/tools/integration/web.go:2099— WebFetchTool.Execute has cyclomatic complexity 33 (threshold 15). Of this number, 31 points are the body's own statements and 2 belong to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
agent.NewAgentInstance (cyclomatic 32) pkg/agent/instance.go:65— agent.NewAgentInstance has cyclomatic complexity 32 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
mcp.parseAddArgs (cyclomatic 31) cmd/picoclaw/internal/mcp/add.go:85— mcp.parseAddArgs has cyclomatic complexity 31 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
agent.sanitizeHistoryForProvider (cyclomatic 31) pkg/agent/context.go:1023— agent.sanitizeHistoryForProvider has cyclomatic complexity 31 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
GeminiProvider.buildRequestBody (cyclomatic 31) pkg/providers/httpapi/gemini_provider.go:228— GeminiProvider.buildRequestBody has cyclomatic complexity 31 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
Assembler.Assemble (cyclomatic 31) pkg/seahorse/short_assembler.go:38— Assembler.Assemble has cyclomatic complexity 31 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
TelegramChannel.handleMessages (cyclomatic 30) pkg/channels/telegram/telegram.go:1036— TelegramChannel.handleMessages has cyclomatic complexity 30 (threshold 15). Of this number, 27 points are the body's own statements and 3 belong to 2 function literals inside it that branch. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
anthropicmessages.buildRequestBody (cyclomatic 30) pkg/providers/anthropic_messages/provider.go:158— anthropicmessages.buildRequestBody has cyclomatic complexity 30 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
ExecTool.guardCommand (cyclomatic 30) pkg/tools/shell.go:1152— ExecTool.guardCommand has cyclomatic complexity 30 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
DeltaChatChannel.handleMessage (cyclomatic 29) pkg/channels/deltachat/handler.go:60— DeltaChatChannel.handleMessage has cyclomatic complexity 29 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
gateway.Run (cyclomatic 29) pkg/gateway/gateway.go:120— gateway.Run has cyclomatic complexity 29 (threshold 15). Of this number, 24 points are the body's own statements and 5 belong to 3 function literals inside it that branch. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
anthropicprovider.buildParams (cyclomatic 29) pkg/providers/anthropic/provider.go:141— anthropicprovider.buildParams has cyclomatic complexity 29 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
CompactionEngine.compactLeaf (cyclomatic 29) pkg/seahorse/short_compaction.go:171— CompactionEngine.compactLeaf has cyclomatic complexity 29 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
Handler.startGatewayLocked (cyclomatic 29) web/backend/api/gateway.go:1008— Handler.startGatewayLocked has cyclomatic complexity 29 (threshold 15). Most of this is not in the body itself: 12 of the 29 points are its own statements and the rest belongs to 2 function literals inside it that branch (lines 1116, 1096). The decisions are inside those literals, which nothing outside this body can call, review or test on its own, so splitting the enclosing body is not the move available here. To reduce it, lift the literals' work into a named function or method at the enclosing scope and have each literal call it, then reduce whichever part then reads as the largest.
agent.appendEventContextFields (cyclomatic 28) pkg/agent/agent_utils.go:245— agent.appendEventContextFields has cyclomatic complexity 28 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
LINEChannel.processEvent (cyclomatic 28) pkg/channels/line/line.go:179— LINEChannel.processEvent has cyclomatic complexity 28 (threshold 15). Of this number, 26 points are the body's own statements and 2 belong to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
TelegramChannel.Send (cyclomatic 28) pkg/channels/telegram/telegram.go:218— TelegramChannel.Send has cyclomatic complexity 28 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
evolution.buildFallbackPatternsWithEvidence (cyclomatic 28) pkg/evolution/pattern_clusterer.go:301— evolution.buildFallbackPatternsWithEvidence has cyclomatic complexity 28 (threshold 15). Of this number, 25 points are the body's own statements and 3 belong to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
api.applySecureStringsToStruct (cyclomatic 28) web/backend/api/config.go:740— api.applySecureStringsToStruct has cyclomatic complexity 28 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
api.computeConfigSignature (cyclomatic 28) web/backend/api/gateway.go:408— api.computeConfigSignature has cyclomatic complexity 28 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
Handler.handleUpdateModel (cyclomatic 28) web/backend/api/models.go:365— Handler.handleUpdateModel has cyclomatic complexity 28 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
AgentLoop.Run (cyclomatic 27) pkg/agent/agent.go:145— AgentLoop.Run has cyclomatic complexity 27 (threshold 15). Most of this is not in the body itself: 13 of the 27 points are its own statements and the rest belongs to one function literal inside it that branches (line 218). The decisions are inside the literal, which nothing outside this body can call, review or test on its own, so splitting the enclosing body is not the move available here. To reduce it, lift the literal's work into a named function or method at the enclosing scope and have the literal call it, then reduce whichever part then reads as the largest.
agent.normalizeProcessOptions (cyclomatic 27) pkg/agent/dispatch_request.go:65— agent.normalizeProcessOptions has cyclomatic complexity 27 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
config.collectSensitive (cyclomatic 27) pkg/config/security.go:254— config.collectSensitive has cyclomatic complexity 27 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
InstallSkillTool.Execute (cyclomatic 27) pkg/tools/integration/skills_install.go:76— InstallSkillTool.Execute has cyclomatic complexity 27 (threshold 15). Of this number, 24 points are the body's own statements and 3 belong to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
ExecTool.executeRun (cyclomatic 27) pkg/tools/shell.go:295— ExecTool.executeRun has cyclomatic complexity 27 (threshold 15). Of this number, 25 points are the body's own statements and 2 belong to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
SpawnStatusTool.Execute (cyclomatic 27) pkg/tools/spawn_status.go:51— SpawnStatusTool.Execute has cyclomatic complexity 27 (threshold 15). Of this number, 26 points are the body's own statements and 1 belongs to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
api.applyToolState (cyclomatic 27) web/backend/api/tools.go:337— api.applyToolState has cyclomatic complexity 27 (threshold 15). To reduce it, keep the dispatch but shrink the arms: move each non-trivial case body into its own named function (or onto the value being matched) so the dispatch reads one line per case, and group related cases into a sub-dispatch. Where every arm is uniform — the same kind of value, with no behaviour of its own — a table keyed by the case is the shorter form; wherever the arms carry different data or different behaviour, keep them as cases, because collapsing those trades an explicit, reviewable set of cases for nothing.
LLMClient.Complete (cyclomatic 26) cmd/membench/llm_client.go:81— LLMClient.Complete has cyclomatic complexity 26 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
DiscordChannel.handleMessage (cyclomatic 26) pkg/channels/discord/discord.go:524— DiscordChannel.handleMessage has cyclomatic complexity 26 (threshold 15). Of this number, 24 points are the body's own statements and 2 belong to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
TelegramChannel.SendMedia (cyclomatic 26) pkg/channels/telegram/telegram.go:627— TelegramChannel.SendMedia has cyclomatic complexity 26 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
agent.inferSkillNamesFromToolCall (cyclomatic 25) pkg/agent/pipeline_execute.go:34— agent.inferSkillNamesFromToolCall has cyclomatic complexity 25 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
audio.SplitSentences (cyclomatic 25) pkg/audio/sentence.go:12— audio.SplitSentences has cyclomatic complexity 25 (threshold 15). To reduce it, separate the branches: extract each independent case into its own named function so the top-level body reads as a short sequence of named decisions.
channels.SplitMessage (cyclomatic 25) pkg/channels/split.go:13— channels.SplitMessage has cyclomatic complexity 25 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
WeixinChannel.pollLoop (cyclomatic 25) pkg/channels/weixin/weixin.go:155— WeixinChannel.pollLoop has cyclomatic complexity 25 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
config.loadConfigMap (cyclomatic 25) pkg/config/migration.go:404— config.loadConfigMap has cyclomatic complexity 25 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
netbind.BuildPlan (cyclomatic 25) pkg/netbind/netbind.go:184— netbind.BuildPlan has cyclomatic complexity 25 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
httpapi.parseGeminiStreamResponse (cyclomatic 25) pkg/providers/httpapi/gemini_provider.go:518— httpapi.parseGeminiStreamResponse has cyclomatic complexity 25 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
status.statusCmd (cyclomatic 24) cmd/picoclaw/internal/status/helpers.go:14— status.statusCmd has cyclomatic complexity 24 (threshold 15). Most of this is not in the body itself: 9 of the 24 points are its own statements and the rest belongs to 4 function literals inside it that branch (lines 46, 59, 70, …). The decisions are inside those literals, which nothing outside this body can call, review or test on its own, so splitting the enclosing body is not the move available here. To reduce it, lift the literals' work into a named function or method at the enclosing scope and have each literal call it, then reduce whichever part then reads as the largest.
AgentLoop.publishPicoToolCallInterim (cyclomatic 24) pkg/agent/agent_outbound.go:148— AgentLoop.publishPicoToolCallInterim has cyclomatic complexity 24 (threshold 15). To reduce it, name the conditions: bind each compound test to a well-named local or a small predicate function, so the body reads as a sequence of named decisions rather than a chain of operators.
agent.spawnSubTurn (cyclomatic 24) pkg/agent/subturn.go:269— agent.spawnSubTurn has cyclomatic complexity 24 (threshold 15). Of this number, 20 points are the body's own statements and 4 belong to 2 function literals inside it that branch. To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
MatrixChannel.handleMessageEvent (cyclomatic 24) pkg/channels/matrix/matrix.go:772— MatrixChannel.handleMessageEvent has cyclomatic complexity 24 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
OneBotChannel.handleMessage (cyclomatic 24) pkg/channels/onebot/onebot.go:931— OneBotChannel.handleMessage has cyclomatic complexity 24 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
wecom.detectWeComMediaMetadata (cyclomatic 24) pkg/channels/wecom/media.go:219— wecom.detectWeComMediaMetadata has cyclomatic complexity 24 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
WeComChannel.resolveOutboundPart (cyclomatic 24) pkg/channels/wecom/media.go:459— WeComChannel.resolveOutboundPart has cyclomatic complexity 24 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
config.applySkillsRegistryEnvCompat (cyclomatic 24) pkg/config/config.go:1554— config.applySkillsRegistryEnvCompat has cyclomatic complexity 24 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
config.applyLegacySkillsSecurityNode (cyclomatic 24) pkg/config/security.go:126— config.applyLegacySkillsSecurityNode has cyclomatic complexity 24 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
AntigravityProvider.buildRequest (cyclomatic 24) pkg/providers/oauth/antigravity_provider.go:207— AntigravityProvider.buildRequest has cyclomatic complexity 24 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
CodexProvider.Chat (cyclomatic 24) pkg/providers/oauth/codex_provider.go:58— CodexProvider.Chat has cyclomatic complexity 24 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
GitHubRegistry.Search (cyclomatic 24) pkg/skills/github_registry.go:128— GitHubRegistry.Search has cyclomatic complexity 24 (threshold 15). Of this number, 23 points are the body's own statements and 1 belongs to one function literal inside it that branches. To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
ReadFileTool.Execute (cyclomatic 24) pkg/tools/fs/filesystem.go:395— ReadFileTool.Execute has cyclomatic complexity 24 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
api.canonicalizeSignatureValue (cyclomatic 24) web/backend/api/gateway.go:728— api.canonicalizeSignatureValue has cyclomatic complexity 24 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
modelProbeCacheState.gc (cyclomatic 24) web/backend/api/model_status.go:336— modelProbeCacheState.gc has cyclomatic complexity 24 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
main.runEval (cyclomatic 23) cmd/membench/main.go:168— main.runEval has cyclomatic complexity 23 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
Pipeline.SetupTurn (cyclomatic 23) pkg/agent/pipeline_setup.go:16— Pipeline.SetupTurn has cyclomatic complexity 23 (threshold 15). Of this number, 21 points are the body's own statements and 2 belong to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
WeixinChannel.handleInboundMessage (cyclomatic 23) pkg/channels/weixin/weixin.go:286— WeixinChannel.handleInboundMessage has cyclomatic complexity 23 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
api.applyConfigSecretsFromMap (cyclomatic 23) web/backend/api/config.go:654— api.applyConfigSecretsFromMap has cyclomatic complexity 23 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
Handler.handleUpdateWebSearchConfig (cyclomatic 23) web/backend/api/tools.go:419— Handler.handleUpdateWebSearchConfig has cyclomatic complexity 23 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
BaseChannel.HandleMessageWithContext (cyclomatic 22) pkg/channels/base.go:263— BaseChannel.HandleMessageWithContext has cyclomatic complexity 22 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
DeltaChatChannel.ensureAccount (cyclomatic 22) pkg/channels/deltachat/deltachat.go:955— DeltaChatChannel.ensureAccount has cyclomatic complexity 22 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
DiscordChannel.receiveVoice (cyclomatic 22) pkg/channels/discord/voice.go:141— DiscordChannel.receiveVoice has cyclomatic complexity 22 (threshold 15). Of this number, 14 points are the body's own statements and 8 belong to 2 function literals inside it that branch. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
qq.qqWAVDuration (cyclomatic 22) pkg/channels/qq/audio_duration.go:58— qq.qqWAVDuration has cyclomatic complexity 22 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
slackwebhook.renderTable (cyclomatic 22) pkg/channels/slack_webhook/convert.go:140— slackwebhook.renderTable has cyclomatic complexity 22 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
Handler.handleSearchSkills (cyclomatic 22) web/backend/api/skills.go:172— Handler.handleSearchSkills has cyclomatic complexity 22 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
FeishuChannel.handleMessageReceive (cyclomatic 21) pkg/channels/feishu/feishu_64.go:583— FeishuChannel.handleMessageReceive has cyclomatic complexity 21 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
Manager.StartAll (cyclomatic 21) pkg/channels/manager.go:1214— Manager.StartAll has cyclomatic complexity 21 (threshold 15). Of this number, 15 points are the body's own statements and 6 belong to 2 function literals inside it that branch. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
WeComChannel.dispatchIncoming (cyclomatic 21) pkg/channels/wecom/wecom.go:481— WeComChannel.dispatchIncoming has cyclomatic complexity 21 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
geminiSchemaSanitizer.mergeUnionBranches (cyclomatic 21) pkg/providers/common/google_schema.go:168— geminiSchemaSanitizer.mergeUnionBranches has cyclomatic complexity 21 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
RetrievalEngine.Grep (cyclomatic 21) pkg/seahorse/short_retrieval.go:95— RetrievalEngine.Grep has cyclomatic complexity 21 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
tools.checkType (cyclomatic 21) pkg/tools/validate.go:98— tools.checkType has cyclomatic complexity 21 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
TavilySearchProvider.Search (cyclomatic 21) pkg/tools/integration/web.go:394— TavilySearchProvider.Search has cyclomatic complexity 21 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
Handler.handleInstallSkill (cyclomatic 21) web/backend/api/skills.go:285— Handler.handleInstallSkill has cyclomatic complexity 21 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
main.launcherConsoleHostsWithLocalAddrs (cyclomatic 21) web/backend/main.go:249— main.launcherConsoleHostsWithLocalAddrs has cyclomatic complexity 21 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
AgentLoop.ReloadProviderAndConfig (cyclomatic 20) pkg/agent/agent.go:376— AgentLoop.ReloadProviderAndConfig has cyclomatic complexity 20 (threshold 15). Of this number, 19 points are the body's own statements and 1 belongs to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
agent.resolveMediaRefs (cyclomatic 20) pkg/agent/agent_media.go:60— agent.resolveMediaRefs has cyclomatic complexity 20 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
agent.transientLLMRetryReason (cyclomatic 20) pkg/agent/pipeline_llm.go:716— agent.transientLLMRetryReason has cyclomatic complexity 20 (threshold 15). To reduce it, name the conditions: bind each compound test to a well-named local or a small predicate function, so the body reads as a sequence of named decisions rather than a chain of operators.
Pipeline.tryConfiguredStreamingLLM (cyclomatic 20) pkg/agent/pipeline_streaming.go:17— Pipeline.tryConfiguredStreamingLLM has cyclomatic complexity 20 (threshold 15). Of this number, 16 points are the body's own statements and 4 belong to 2 function literals inside it that branch. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
tts.SynthesizeAndStore (cyclomatic 20) pkg/audio/tts/tts.go:89— tts.SynthesizeAndStore has cyclomatic complexity 20 (threshold 15). Of this number, 19 points are the body's own statements and 1 belongs to one function literal inside it that branches. To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
DiscordChannel.SendMedia (cyclomatic 20) pkg/channels/discord/discord.go:261— DiscordChannel.SendMedia has cyclomatic complexity 20 (threshold 15). Of this number, 19 points are the body's own statements and 1 belongs to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
MatrixChannel.SendMedia (cyclomatic 20) pkg/channels/matrix/matrix.go:456— MatrixChannel.SendMedia has cyclomatic complexity 20 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
weixin.PerformLoginInteractive (cyclomatic 20) pkg/channels/weixin/auth.go:25— weixin.PerformLoginInteractive has cyclomatic complexity 20 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
WeixinChannel.resolveOutboundPart (cyclomatic 20) pkg/channels/weixin/media.go:694— WeixinChannel.resolveOutboundPart has cyclomatic complexity 20 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
config.migrateV1ToV2 (cyclomatic 20) pkg/config/migration.go:270— config.migrateV1ToV2 has cyclomatic complexity 20 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
common.mergeGeminiSchemaMaps (cyclomatic 20) pkg/providers/common/google_schema.go:331— common.mergeGeminiSchemaMaps has cyclomatic complexity 20 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
GrepTool.Execute (cyclomatic 20) pkg/seahorse/tool_grep.go:114— GrepTool.Execute has cyclomatic complexity 20 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
CronTool.addJob (cyclomatic 20) pkg/tools/cron.go:167— CronTool.addJob has cyclomatic complexity 20 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
tools.encodeKeyToken (cyclomatic 20) pkg/tools/shell.go:960— tools.encodeKeyToken has cyclomatic complexity 20 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
BraveSearchProvider.Search (cyclomatic 20) pkg/tools/integration/web.go:278— BraveSearchProvider.Search has cyclomatic complexity 20 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
SogouSearchProvider.Search (cyclomatic 20) pkg/tools/integration/web.go:879— SogouSearchProvider.Search has cyclomatic complexity 20 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
ExecTool.runSync (cyclomatic 20) pkg/tools/shell.go:386— ExecTool.runSync has cyclomatic complexity 20 (threshold 15). Of this number, 19 points are the body's own statements and 1 belongs to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
api.sessionTranscriptMessages (cyclomatic 20) web/backend/api/session.go:497— api.sessionTranscriptMessages has cyclomatic complexity 20 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
agent.lookupModelConfigByRef (cyclomatic 19) pkg/agent/model_resolution.go:84— agent.lookupModelConfigByRef has cyclomatic complexity 19 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
ContextBuilder.BuildMessagesFromPrompt (cyclomatic 19) pkg/agent/context.go:842— ContextBuilder.BuildMessagesFromPrompt has cyclomatic complexity 19 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
tts.NewMimoTTSProvider (cyclomatic 19) pkg/audio/tts/mimo_tts.go:27— tts.NewMimoTTSProvider has cyclomatic complexity 19 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
FeishuChannel.Send (cyclomatic 19) pkg/channels/feishu/feishu_64.go:155— FeishuChannel.Send has cyclomatic complexity 19 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
SlackChannel.handleMessageEvent (cyclomatic 19) pkg/channels/slack/slack.go:313— SlackChannel.handleMessageEvent has cyclomatic complexity 19 (threshold 15). Of this number, 17 points are the body's own statements and 2 belong to one function literal inside it that branches. To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
weixin.isDownloadableMediaItem (cyclomatic 19) pkg/channels/weixin/media.go:394— weixin.isDownloadableMediaItem has cyclomatic complexity 19 (threshold 15). To reduce it, name the conditions: bind each compound test to a well-named local or a small predicate function, so the body reads as a sequence of named decisions rather than a chain of operators.
WeixinChannel.downloadMediaFromItem (cyclomatic 19) pkg/channels/weixin/media.go:516— WeixinChannel.downloadMediaFromItem has cyclomatic complexity 19 (threshold 15). Of this number, 18 points are the body's own statements and 1 belongs to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
identity.MatchAllowed (cyclomatic 19) pkg/identity/identity.go:41— identity.MatchAllowed has cyclomatic complexity 19 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
KagiSearchProvider.Search (cyclomatic 19) pkg/tools/integration/web.go:511— KagiSearchProvider.Search has cyclomatic complexity 19 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
WebSearchToolOptions.providerReady (cyclomatic 19) pkg/tools/integration/web.go:1581— WebSearchToolOptions.providerReady has cyclomatic complexity 19 (threshold 15). To reduce it, keep the dispatch but shrink the arms: move each non-trivial case body into its own named function (or onto the value being matched) so the dispatch reads one line per case, and group related cases into a sub-dispatch. Where every arm is uniform — the same kind of value, with no behaviour of its own — a table keyed by the case is the shorter form; wherever the arms carry different data or different behaviour, keep them as cases, because collapsing those trades an explicit, reviewable set of cases for nothing.
api.normalizeChannelArrayFields (cyclomatic 19) web/backend/api/config.go:470— api.normalizeChannelArrayFields has cyclomatic complexity 19 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
Handler.handleTestInlineModel (cyclomatic 19) web/backend/api/models.go:981— Handler.handleTestInlineModel has cyclomatic complexity 19 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
tts.NewOpenAITTSProviderWithOptions (cyclomatic 18) pkg/audio/tts/openai_tts.go:56— tts.NewOpenAITTSProviderWithOptions has cyclomatic complexity 18 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
LINEChannel.stripBotMention (cyclomatic 18) pkg/channels/line/line.go:386— LINEChannel.stripBotMention has cyclomatic complexity 18 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
qq.qqOggDuration (cyclomatic 18) pkg/channels/qq/audio_duration.go:140— qq.qqOggDuration has cyclomatic complexity 18 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
config.migrateV0ToV1 (cyclomatic 18) pkg/config/migration.go:178— config.migrateV0ToV1 has cyclomatic complexity 18 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
SkillRegistryConfig.UnmarshalJSON (cyclomatic 18) pkg/config/config_struct.go:445— SkillRegistryConfig.UnmarshalJSON has cyclomatic complexity 18 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
cliprovider.NormalizeToolCall (cyclomatic 18) pkg/providers/cli/toolcall_utils.go:55— cliprovider.NormalizeToolCall has cyclomatic complexity 18 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
skills.parseGitHubTargetWithBaseURL (cyclomatic 18) pkg/skills/installer.go:251— skills.parseGitHubTargetWithBaseURL has cyclomatic complexity 18 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
tools.RunToolLoop (cyclomatic 18) pkg/tools/toolloop.go:43— tools.RunToolLoop has cyclomatic complexity 18 (threshold 15). Of this number, 16 points are the body's own statements and 2 belong to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
fstools.isBinaryReadFileData (cyclomatic 18) pkg/tools/fs/filesystem.go:714— fstools.isBinaryReadFileData has cyclomatic complexity 18 (threshold 15). To reduce it, name the conditions: bind each compound test to a well-named local or a small predicate function, so the body reads as a sequence of named decisions rather than a chain of operators.
Handler.findPicoJSONLSessions (cyclomatic 18) web/backend/api/session.go:273— Handler.findPicoJSONLSessions has cyclomatic complexity 18 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
Handler.handleListSessions (cyclomatic 18) web/backend/api/session.go:820— Handler.handleListSessions has cyclomatic complexity 18 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
auth.LoginBrowserWithOptions (cyclomatic 17) pkg/auth/oauth.go:91— auth.LoginBrowserWithOptions has cyclomatic complexity 17 (threshold 15). Of this number, 15 points are the body's own statements and 2 belong to one function literal inside it that branches. To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
BaseChannel.IsAllowed (cyclomatic 17) pkg/channels/base.go:204— BaseChannel.IsAllowed has cyclomatic complexity 17 (threshold 15). To reduce it, name the conditions: bind each compound test to a well-named local or a small predicate function, so the body reads as a sequence of named decisions rather than a chain of operators.
DingTalkChannel.onChatBotMessageReceived (cyclomatic 17) pkg/channels/dingtalk/dingtalk.go:139— DingTalkChannel.onChatBotMessageReceived has cyclomatic complexity 17 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
OneBotChannel.SendMedia (cyclomatic 17) pkg/channels/onebot/onebot.go:454— OneBotChannel.SendMedia has cyclomatic complexity 17 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
PicoChannel.SendMedia (cyclomatic 17) pkg/channels/pico/pico.go:748— PicoChannel.SendMedia has cyclomatic complexity 17 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
SkillsRegistriesConfig.UnmarshalJSON (cyclomatic 17) pkg/config/config_struct.go:360— SkillsRegistriesConfig.UnmarshalJSON has cyclomatic complexity 17 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
SkillRegistryConfig.UnmarshalYAML (cyclomatic 17) pkg/config/config_struct.go:523— SkillRegistryConfig.UnmarshalYAML has cyclomatic complexity 17 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
LLMPatternClusterer.validateAndBuildPatternsWithEvidence (cyclomatic 17) pkg/evolution/pattern_clusterer.go:460— LLMPatternClusterer.validateAndBuildPatternsWithEvidence has cyclomatic complexity 17 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
JSONLStore.ResolveSessionKey (cyclomatic 17) pkg/memory/jsonl.go:295— JSONLStore.ResolveSessionKey has cyclomatic complexity 17 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
netbind.probeHostForGroups (cyclomatic 17) pkg/netbind/netbind.go:378— netbind.probeHostForGroups has cyclomatic complexity 17 (threshold 15). To reduce it, keep the dispatch but shrink the arms: move each non-trivial case body into its own named function (or onto the value being matched) so the dispatch reads one line per case, and group related cases into a sub-dispatch. Where every arm is uniform — the same kind of value, with no behaviour of its own — a table keyed by the case is the shorter form; wherever the arms carry different data or different behaviour, keep them as cases, because collapsing those trades an explicit, reviewable set of cases for nothing.
Provider.Chat (cyclomatic 17) pkg/providers/azure/provider.go:122— Provider.Chat has cyclomatic complexity 17 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
Provider.buildRequestBody (cyclomatic 17) pkg/providers/openai_compat/provider.go:146— Provider.buildRequestBody has cyclomatic complexity 17 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
I2CTool.writeDevice (cyclomatic 17) pkg/tools/hardware/i2c_linux.go:217— I2CTool.writeDevice has cyclomatic complexity 17 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
MCPTool.normalizeResultContent (cyclomatic 17) pkg/tools/integration/mcp_tool.go:361— MCPTool.normalizeResultContent has cyclomatic complexity 17 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
PerplexitySearchProvider.Search (cyclomatic 17) pkg/tools/integration/web.go:1081— PerplexitySearchProvider.Search has cyclomatic complexity 17 (threshold 15). To reduce it, separate the cases: extract each independent branch into its own named function, and where the body has guards that only reject input, fold those into early returns at the top.
utils.DownloadFile (cyclomatic 17) pkg/utils/media.go:76— utils.DownloadFile has cyclomatic complexity 17 (threshold 15). To reduce it, split the body: these branches sit side by side rather than nested inside one another, so extracting each one on its own would leave a function per branch. Group the statements between the checks into named steps and move each step into its own function, so the body reads as a short sequence of named stages.
Downloadable artifacts
Machine-readable and reproducible from this commit + frozen rubric — drop them straight into a contract appendix, a CRA dossier, or a downstream SCA / VEX tool.