Public report — swm-core, published 2 Oct 2026.
Concrete security findings (which rule fired, in which file, on which line; CVE IDs, secret matches,
dependency versions) are REDACTED in this version; ask the repo owner for the full report.
Public
Codebase surveyMeasured under the Code Assurance Index · rubric rubric-2026.10.1 (frozen) · signed but not filed — the package verifies offline, the public register has no record of it. Check a packageSigned · not filedcd_a5a94a9c30a74eedb02c99107c7a4d95
Signed 2 October 2026, 19:52 UTC
Public
Medium · 23,861 LoC · 1 projects · rebuild ~0.2 person-years · weakest lens: Event-Driven (54%)
Findings by grade
78 critical138 serious14 minor22 could not be resolved — could be critical — see Limitations
This survey was produced by
Watchdog
Producer
Canine Development
Analyzer
Watchdog engine 1.0.0
Measured
2 October 2026, 19:47 UTC
A measurement, not a certificate. The Code Assurance Index does not certify,
approve or guarantee this codebase; it records a reproducible number and the evidence it was computed from. The
standard is authored by Canine Development, who also build Watchdog — its only implementation today. That is said
here so the number is checked rather than believed.
Grounded in facts. Every number here is computed, not narrated — reproducible, tool-backed, and traceable to a line of code. How to trust this ▸
217findings with an exact file:lineof 230 — the remainder are repo-wide signals (a dimension-level measurement, not a single line); open any file:line and verify
56/122dimensions across the health lenses23861 LoC · 1 projects — wide & deep
Preview (pre-1.0). This repo hasn't declared a stable release, so it's judged against a relaxed, pre-production bar.
The system holds an adequate overall standing of 62%, indicating a workable asset that carries real operational risk. While the core code is healthy and the architecture is sound, the system’s reliance on event-driven patterns is fragile. This imbalance creates a specific vulnerability where the most critical business logic is supported by the weakest technical foundation, requiring immediate attention to prevent delivery delays and outages.
The value at stake is moderate, with a rebuild effort estimated at roughly 0.2 person-years or €29,000. This low cost of change is a significant advantage, allowing for swift remediation without massive investment. The codebase is composed almost entirely of complex logic with negligible boilerplate, meaning the effort required to fix issues is focused on behavior rather than structure. This makes the system highly responsive to targeted improvements, particularly in its communication patterns.
The primary risk lies in event-driven fragility, where synchronous calls and blocking sleeps within message handlers create bottlenecks and potential deadlocks. This weakens the system’s ability to scale and respond reliably under load, directly impacting delivery speed and operational stability. By decoupling these processes, the team can eliminate these temporal dependencies, ensuring that failures in one component do not cascade or stall the entire workflow. This is the single highest-leverage action available, offering the greatest protection for the business with minimal effort.
A secondary concern is release safety, as the current process lacks a final gate to stop bad builds before they reach users. While not a code defect, this procedural gap increases the risk of exposing unstable software to production, affecting reliability and customer trust. Implementing a simple draft release or manual dispatch gate would provide a critical safety net, allowing the team to catch issues early without slowing down the development cycle.
The system’s strengths are notable: the code health and architecture scores are high, indicating clean, maintainable code that is easy for new team members to understand. The event sourcing pattern is also fully mature, providing a solid foundation for state management. However, the event-driven layer undermines these gains. Focus first on removing synchronous peer round-trips to stabilize the core communication model. This action addresses the most significant risk with the highest return on investment, securing the system’s reliability and enabling faster, safer delivery.
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.
A full-fidelity diff against the previous run's complete recorded findings — line-move tolerant: a finding that only shifted line counts as unchanged, only genuinely new titles/files surface here.
0.8× (at 62% quality) — the last 20% of quality is most of the work
Size & shape
Medium · effort split not classified (source measured from disk; the effort-tier breakdown is a C#-only syntax walk)
This codebase represents roughly ~0.2 person-years of build effort (about ~€29,000 to rebuild). Its weakest lens is Event-Driven at 54% — 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
Remove synchronous peer round-trips (gen_server:call / hand-rolled receive) and blocking sleeps from OTP message handlers — cast a follow-up or resolve state locally, so processes stay temporally decoupled and deadlock-free.
Value concentrated against a weak lens · Medium · Value at risk
This is a Medium asset (~0.2 person-years to rebuild), and its weakest lens is Event-Driven at 54%. The operational and business risk on an asset this size concentrates there — that's where remediation buys the most protection.
→ Direct remediation budget at Event-Driven 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: Remove synchronous peer round-trips (gen_server:call / hand-rolled receive) and blocking sleeps from OTP message handlers — cast a follow-up or resolve state locally, so processes stay temporally decoupled and deadlock-free. The rest can wait behind it.
Evidence: priority ranking: top of 5 ranked by impact/effort
→ Remove synchronous peer round-trips (gen_server:call / hand-rolled receive) and blocking sleeps from OTP message handlers — cast a follow-up or resolve state locally, so processes stay temporally decoupled and deadlock-free.
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
A05:2021 — Security Misconfiguration
83
High / Critical
A03:2021 — Injection
7
High / Critical
A06:2021 — Vulnerable & Outdated Components
3
High / Critical
Roadmap
First, eliminate synchronous round-trips and blocking sleeps in OTP handlers to ensure processes remain decoupled and deadlock-free. Second, enable automated dependency review tools to strengthen security and performance monitoring. Third, implement draft releases or manual gates to prevent bad builds from reaching users, while maintaining a changelog for clear release hygiene. Finally, adopt OpenTelemetry for observability and add a health-check endpoint to improve operational visibility.
Ranked by impact ÷ effort. "Helps" is the estimated gain on the 0–100 health score.
Do this
Helps
Effort
Dimension
Remove synchronous peer round-trips (gen_server:call / hand-rolled receive) and blocking sleeps from OTP message handlers — cast a follow-up or resolve state locally, so processes stay temporally decoupled and deadlock-free.
Nothing pauses a release for a human: publish as a draft release (or gate the release job on a protected tag/manual dispatch) so a bad build can be stopped before users can download it.
Consider OpenTelemetry tracing/metrics (opentelemetry-erlang or prometheus.erl) and a health-check endpoint (a /health handler in your cowboy dispatch) for operability.
Record significant decisions one document per decision — dated, stating the context, the decision and its consequences — and keep them together wherever your design docs already live (a conventional `docs/adr/` tree, with each file named `NNNN-title` in whatever markup those docs already use, is the most discoverable form).
Every finding carries one of four grades. Three say how serious it is. The fourth says this
survey could not settle it — and it is a grade, not a gap.
Critical — 78
A definite problem that already costs you something and drags the score down: a
missing authorisation check, a dependency with a known exploit, a build that does not reproduce. Failure here
tends to cause failures elsewhere.
Serious — 138
Likely wrong, but not failing yet. It degrades
the codebase over a longer horizon and can cause failures elsewhere — not urgent this week, not something to
carry for two years either.
Minor — 14
Recorded, with no effect on how the codebase functions.
Present so the survey is complete, not because it needs doing.
Could not be resolved — 22
Something this survey could not settle
from the outside, and which could be critical or serious. Either a control was required and no
positive evidence of it exists in the repository — a backup job that nothing shows was ever restored from proves
nothing about restores — or our own analysis could not run over that part of the tree. This is not a clean
result. These are excluded from the score rather than awarded a pass, so the number on the cover neither
rewards nor penalises them: if you act on this survey without resolving them, you carry that risk yourself. Each
one is named under Limitations.
Methodology & how to trust this report
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. 52 of 56 evaluated dimensions are computed purely by tools and static analysis (confidence 1.0); 4 documentation/naming judgement(s) are LLM-assisted and labelled advisory. Overall confidence is 0.9 — 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 — 56 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, 217 of 230 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.
D4 Code Duplication — measured, with a gap in what it reached — Watchdog measured this, but not all of it. What it did not reach is a gap on our side — a collector, parser or image we have not built yet — so the numbers on that dimension cover less than the repository, and the part left out is not evidence that it would have passed. The 30 duplicated block group(s) on this row were found in the languages this pass could tokenize, and they do NOT cover all of this repository's production source: .cpp (7,086 lines, 22% of production source) went unread, because no language model this pass could load exposed a clone-unit token stream for those file kinds. Duplication in that source is UNMEASURED — its absence from the count above is a gap in this analyzer's language coverage, not a finding that the code is free of duplication.
D8 Code Coverage — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. Coverage NOT MEASURED: test source is present (.erl) but the built-in coverage collector has no runner for this repository's ecosystem — so this suite was never executed by it. Not scored — this is a gap in the analyzer's language coverage, not a defect in the repo. To have real coverage read, produce a coverage report in a standard format (`rebar3 do eunit --cover, cover` (or covertool for Cobertura XML)) and commit it — a hosted scan measures a clone of the repository, so a report that exists only in a working tree, a CI runner's or your own, never reaches it; the artefact is commonly gitignored, so `git add -f` that one file (or un-ignore its path) and commit it alongside the code it measures. You can widen what we reach: optional: produce a coverage report in a standard format (`rebar3 do eunit --cover, cover` (or covertool for Cobertura XML)) and commit it — a hosted scan measures a clone of the repository, so a report that exists only in a working tree, a CI runner's or your own, never reaches it; the artefact is commonly gitignored, so `git add -f` that one file (or un-ignore its path) and commit it alongside the code it measures — then the real number is read on the next scan.
D11 Test Reliability — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. Test source is present (.erl) and this repository declares a rebar3 project (repository root, 9 test files, 5 Common Test suites), but it was not re-run: the analyzer environment could not run it. Not scored — this is a gap in the analyzer's language coverage, not a finding about this repository.
D16 Bus Factor — not measured this run — This is a true statement about the repository that carries nothing for its owner to act on, so it is reported here rather than as a defect in their code. Single-contributor repository — bus factor is not applicable (1 contributor(s) across 377 commit(s) sampled, automation and bot accounts excluded). Concentration needs a team to concentrate: with one contributor there is nobody to spread the knowledge to, so there is nothing here for the owner to act on.
D22 Internal API Consistency — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. D22 identifies the intentionally-exposed surface from `IsPackable` and `.Contracts` project names, MSBuild conventions read off the loaded project set. This target exposed no such projects, so the probe never ran; this says nothing about whether the repository has a public API. This repository commits no C#/VB source at all, so there was never an MSBuild project set to read these conventions off. That is OUR side and it is a COLLECTOR gap, not an environment fault: it declares a published package (src/swm.app.src), but no published-package marker D22 reads admitted any project here, so this ecosystem's public API has no collector, and the remedy is to write one — no change to the scan image can close it.
D26 Project Cohesion — measured, with a gap in what it reached — Watchdog measured this, but not all of it. What it did not reach is a gap on our side — a collector, parser or image we have not built yet — so the numbers on that dimension cover less than the repository, and the part left out is not evidence that it would have passed. Project size and spread are measured over build units whose source a code model reads. This repository's .cpp source is a material share of its production lines and was read by none, so the score is a verdict about the units that were read. Not a finding that the unread source is cohesive — it is unmeasured.
AX6 Interface segregation — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This check is computed over the public interfaces this run's compilations declare, and none was loaded, so it had nothing to read. That is a gap in this analyzer's language reach — not a finding that the repository is free of what this check looks for.
C1 Data Protection — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. These personal data controls are read from declarative annotations, request middleware, entity/column names and guard methods in a C# source model, and none was loaded on this run, so there was nothing to gather. That is a gap in this analyzer's language reach — not a finding that the repository lacks personal data controls.
C2 Access Controls — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. These authorization controls are read from declarative annotations, request middleware, entity/column names and guard methods in a C# source model, and none was loaded on this run, so there was nothing to gather. That is a gap in this analyzer's language reach — not a finding that the repository lacks authorization controls.
C3 Audit Trail — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. These audit controls are read from declarative annotations, request middleware, entity/column names and guard methods in a C# source model, and none was loaded on this run, so there was nothing to gather. That is a gap in this analyzer's language reach — not a finding that the repository lacks audit controls.
C4 Data Retention — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. These retention controls are read from declarative annotations, request middleware, entity/column names and guard methods in a C# source model, and none was loaded on this run, so there was nothing to gather. That is a gap in this analyzer's language reach — not a finding that the repository lacks retention controls.
C5 Data-Subject Rights — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. These data-subject rights controls are read from declarative annotations, request middleware, entity/column names and guard methods in a C# source model, and none was loaded on this run, so there was nothing to gather. That is a gap in this analyzer's language reach — not a finding that the repository lacks data-subject rights controls.
GD1 Unfinished & placeholder code — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This check reads C# syntax and JavaScript/TypeScript source only, and this repository's Erlang, Python, c, cpp is most of its product and is not read yet, so it had nothing of this repository's product to read. That is a gap in this analyzer's language reach — not a finding that the repository is free of what this check looks for.
IC1 Incompleteness & stubs — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This check reads C# syntax and JavaScript/TypeScript source only, and this repository's Erlang, Python, c, cpp is most of its product and is not read yet, so it had nothing of this repository's product to read. That is a gap in this analyzer's language reach — not a finding that the repository is free of what this check looks for.
P10 Library API & versioning — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This check reads NuGet packaging and C# public API, and npm, PyPI, crates.io, Maven/Gradle, Go module, RubyGems, Composer, SwiftPM, pub.dev and Hex package manifests only, and no .NET project and no package manifest of those ecosystems was found in this repository, so it had nothing of this repository's product to read. That is a gap in this analyzer's language reach — not a finding that the repository is free of what this check looks for.
P5 DR & Backup — not measured this run — This is a true statement about the repository that carries nothing for its owner to act on, so it is reported here rather than as a defect in their code. No backup/snapshot/replication config, RTO/RPO or restore-procedure documentation was found — and no production persistence was detected either (no data-access packages, no data-store services, no database resources), so there is nothing in this repository whose loss a DR control would recover. If this system's data lives in a platform or ops repo we can't see, that's where the DR evidence belongs.
PF1 Benchmark discipline — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This check's reader does not cover the language this repository's product is written in, so it had nothing of the product to read. That is a gap in this analyzer's language reach — not a finding about this repository.
X17 Uncapped recursion over a caller-supplied document — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This check reads C# syntax, and TypeScript source only, and no C# was loaded and no TypeScript was found in this repository, so it had nothing of this repository's product to read. That is a gap in this analyzer's language reach — not a finding that the repository is free of what this check looks for.
X2 Cancellation propagation — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This check reads C# syntax, and JavaScript/TypeScript source only, and no C# was loaded, and no named async function in this repository's JavaScript/TypeScript makes a request an AbortSignal can cancel (fetch, axios, ky, ofetch), so there is nothing to judge, so it had nothing of this repository's product to read. That is a gap in this analyzer's language reach — not a finding that the repository is free of what this check looks for.
X22 Contradicted release guard — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This check reads C# syntax, and Java source only, and no C# was loaded, and this repository's C, C++, Python, TypeScript/JavaScript is not read yet, so it had nothing of this repository's product to read. That is a gap in this analyzer's language reach — not a finding that the repository is free of what this check looks for.
X26 Unsynchronised callback handoff — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This check reads C# syntax, and Java, Kotlin and Scala source only, and no C# was loaded, no Java, Kotlin or Scala was found, and this repository's C, C++, Python is not read yet, so it had nothing of this repository's product to read. That is a gap in this analyzer's language reach — not a finding that the repository is free of what this check looks for.
X27 Collection changed while being enumerated — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This check reads C# syntax, and Java and Rust source only, and no C# was loaded, no Java or Rust was found, and this repository's C++, Erlang, JavaScript, Python is not read yet, so it had nothing of this repository's product to read. That is a gap in this analyzer's language reach — not a finding that the repository is free of what this check looks for.
X4 Structured logging — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This check reads C# syntax, and JavaScript/TypeScript source only, and no C# was loaded, and this repository's JavaScript/TypeScript makes no call through a named logger, so it had nothing of this repository's product to read. That is a gap in this analyzer's language reach — not a finding that the repository is free of what this check looks for.
X5 Nullable reference types — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. This check reads C# syntax and MSBuild project configuration, and TypeScript source and its tsconfig files only, and no C# was loaded, no TypeScript was found, and this repository's C, Cpp, Python is not read yet, so it had nothing of this repository's product to read. That is a gap in this analyzer's language reach — not a finding that the repository is free of what this check looks for.
X7 Silent fallback defaults — not measured this run — Watchdog could not measure this here. That is a gap on our side — a collector, parser or image we have not built yet — and it is neither a defect in this repository nor evidence that the check would have passed. X7 measured the part of this repository it reads (C#, Python, TypeScript/JavaScript, Rust, Go, Java, Kotlin and PHP), and its Erlang source is outside the check's reach, so the card covers only part of the product. That is a gap in this analyzer's language reach — not a finding that the unread source is free of silent defaults.
Repo exclusion declarations (.gitattributes linguist-generated/vendored, .editorconfig generated_code): none declared — every source file was scored.
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 — an in-process token-stream comparison over sliding windows, with type-aware normalization — so 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.
D6 Cohesion (LCOM4): LCOM4 cohesion is syntactic — it infers connectivity from which methods touch which fields/methods by name, not from real runtime behaviour or intent.
D12 Dependency Hygiene: Dependency health reads manifests and lockfiles — a vulnerability in a vendored/copied dependency, or risk from how a dependency is actually used, is outside this view.
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").
D14 License Compliance: License compatibility is checked against declared package metadata and a policy — mislabelled or missing license metadata, and obligations that depend on how you distribute, are not resolved here.
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.
D17 Explicit Debt: Acknowledged-debt signals (TODO/FIXME, suppressions, dead code) are textual — undocumented debt that nobody marked, and debt that lives in design rather than annotations, is invisible. Committed machine-written code (scaffolded migrations, designer/codegen output, generated stubs) is excluded — it is never the team's dead code to delete.
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. Its critique rows are drawn from a closed category vocabulary and each row means the same thing in every run, so two scans can be compared row by row; the SET that fires is still a sample, and does not repeat exactly. Measured on one frozen input, six scans at one engine SHA: 2-5 critique rows per scan, 8 distinct rows across the six, 3 of those 8 seen in only one scan. So a D19 row is evidence about the documentation, but a COUNT of D19 rows is not a quantity — never read a change in it as an improvement or a regression.
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.
D26 Project Cohesion: Project focus is sized from members/namespaces per project — a project that is broad by deliberate design reads the same as one that has sprawled.
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").
D30 Dependency Vulnerabilities: CVE matching depends on accurate package/version metadata and on the advisory databases — a vulnerability with no published advisory, or in code not declared as a dependency, is not seen. Coverage needs a RESOLVED graph: an unpinned requirements.txt, or a pom without a resolved build, yields partial coverage rather than a clean verdict. An ecosystem the analyzer cannot scan is reported as unmeasured, never as clean.
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.
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.
D43 Malicious Dependencies: Only packages some vulnerability database has already NAMED as malicious are seen — a compromise published in the last hours, or never reported at all, is invisible here, and this dimension reading 10 is not evidence that a dependency is trustworthy. There is no typosquat or dependency-confusion analysis: a package nobody has reported is simply absent from the feeds. Coverage is the dependency scan's: an ecosystem that could not be scanned is disclosed as unmeasured, never as clean.
D44 Platform End-of-Life: The support table is FROZEN, so it goes out of date by losing RECALL: a release that ended support after the table was written is missed until the table is refreshed, and this dimension reading 10 is not evidence that a platform is current. Only platforms the repository DECLARES in a place this pass reads are seen — a runtime named only in a REDACTED (D31's subject), in a CI workflow (D29's), or in a file this pass does not parse (go.mod, a Gemfile ruby directive) is invisible here, which is why a repository declaring none of them abstains rather than scoring. Only frameworks with a PUBLISHED support policy are tracked: React, Flask and Express publish none, so their age cannot be judged and their absence from a report is not a statement that they are supported.
AX10 Code composition: Role is inferred from namespace/folder convention, not semantics — a domain concept living in a folder named "Services" reads as application, and the split is lines-of-code, not business value. The business-logic-share score is a SOFT, FLOORED signal: it contributes to the Architecture lens but is floored at the Critical gate, so an infrastructure-heavy design (a gateway, an ETL, a driver) is legitimately low without being nuked to zero.
AX9 CQS / query purity: Handlers are found by interface/name convention — a query handler using neither is not seen. Mutation is a resolved write/publish invocation (SaveChanges/repository/bus), so a write hidden behind a hand-rolled wrapper, reflection, or a string-keyed service locator resolves to a non-persistence type and isn't flagged; it detects that a query writes state, not whether the write is a legitimate read-side cache update. Clean means "no resolved write/publish in a query body", not a proof of CQS purity.
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".
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, D21, D26, M4 (model: Local LLM). For these, a model reads a bounded sample and sets the numeric score; each names its own sample and method on its card. They 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.
19 method(s) exceeded the cyclomatic complexity threshold of 15; the worst was wm_entity.get_type at 252. A further 7 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 wm_admin.handle_call at 58 — they are counted neither in the figure above nor in this dimension's score. 4 files carry no cyclomatic complexity row at all for this reason — every one of their over-threshold functions was excluded, so the exclusion is disclosed nowhere in the file itself: src/srv/admin/wm_admin.erl (wm_admin.handle_call at 58), src/lib/wm_port.erl (wm_port.do_run at 35), src/lib/wm_commit.erl (wm_commit.recovering at 21), src/srv/container/wm_podman_client.erl (wm_podman_client.handle_info at 19). They are named here because the per-file figures other dimensions report are taken BEFORE this exclusion, so such a file can show a high maximum complexity elsewhere in this report and nothing here, with nothing to reconcile the two.
+ 14 more group(s) — more in Appendix A; the complete list is findings.md.
What to do
Bring the 1 body over 120 down to 120 or less in Cyclomatic Complexity — start with wm_entity.get_type (cyclomatic 252). — Refactoring it lifts Cyclomatic Complexity from 5.5 to about 6.3/10.
Enforce Cyclomatic Complexity in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Prevented — provenance only; does not change the score.
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.
+ 23 more group(s) — more in Appendix A; the complete list is findings.md.
What to do
Bring the 3 bodies over 30 down to 30 or less in Cognitive Complexity — start with setup-swm-core.get_setup_options (cognitive 42), wm_ctl_cli.print_list (cognitive 37), wm_topology.do_make_rh (cognitive 35). — This score is capped by its worst body, so a finding fixed alone moves it by almost nothing — the next one down takes its place. Refactoring these 3 together lifts Cognitive Complexity from 6.9 to about 7.3/10, projected with the scoring formula itself and assuming each lands exactly at 30; a cleaner split scores higher.
Enforce Cognitive Complexity in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Prevented — provenance only; does not change the score.
Detailed fixes: d2_recommendation.md · top locations in Appendix A, every location in findings.md.
Do you agree with this assessment?
D3 · God Classes6.7 / 10Adequate✓ 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 13 FileTooLong finding(s) in God Classes — start with wm_file_transfer.erl, wm_pmix.erl, wm_topology.erl. — One of this dimension's main actionable groups (13 warning-level).
Resolve the 4 TooManyFunctions finding(s) in God Classes — start with wm_virtres_handler.erl, wm_mst.erl, wm_cert.erl. — One of this dimension's main actionable groups (4 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.
30 duplicated block group(s) detected. One further row reports members as variants of one another; it aggregates block groups already counted above and is not itself counted. Measured on part of this repository only: .cpp (22% of production source) was not exposed to the token comparison, so duplication there is unmeasured and is not in this count.
+ 12 more group(s) — more in Appendix A; the complete list is findings.md.
What to do
Resolve the 7 Duplicated block (6 lines × 2) finding(s) in Code Duplication — start with wm_db.erl, wm_topology.erl, wm_gate.erl. — One of this dimension's main actionable groups (7 warning-level).
Resolve the 4 Duplicated block (7 lines × 2) finding(s) in Code Duplication — start with wm_ctl_cli.erl, wm_sup.erl, wm_topology.erl. — One of this dimension's main actionable groups (4 warning-level).
Resolve the 3 Duplicated block (5 lines × 2) finding(s) in Code Duplication — start with wm_commit.erl, wm_ctl_cli.erl, wm_compute.erl. — One of this dimension's main actionable groups (3 warning-level).
Enforce Code Duplication in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Verified — provenance only; does not change the score.
Detailed fixes: d4_recommendation.md · top locations in Appendix A, every location in findings.md.
What it measures: Whether a class's methods are focused on a single responsibility.
Method: LCOM4 cohesion per production class with at least two methods: connected components of methods sharing state or calls, computed syntactically. Deterministic, not a proxy.
Coverage: Exhaustive · type-level: LCOM4 cohesion computed over every production class — the population is all types, not a name convention.
What it measures: Whether dependencies are current, secure, and not bloated.
Method: Manifest scan via dotnet list package across all projects; worst-signal-per-package deduction (saturating for vulnerabilities, capped-linear for deprecation/outdated) per KLoC. Exhaustive, deterministic.
8 outdated, 0 retired direct Hex dependencies declared by rebar3, 1 pinning defect(s). 10 of 11 Hex declarations were graded against hex.pm (0 not published there, 1 not resolved to a release by a committed `REDACTED`). A dependency declared at an EXACT version — rebar3's own idiom — is graded against the current release and its remedy is an edit to the `rebar.config` declaration, because `rebar3 upgrade` cannot move past the version the manifest names; a `~>` or bounded requirement that EXCLUDES the newest release is reported as nothing, because that bound is a deliberate constraint. A `{ref, …}`, `{tag, …}` or branch-tracked git dependency is not graded for currency at all: its version is a revision, not a Hex release. Whether any of these packages is UNMAINTAINED is not graded — hex.pm publishes no maintenance status, and release age does not stand in for one. Whether any is UNUSED is not graded either: a large idiomatic class of BEAM dependencies — runtime adapters, codec plugins, protocol implementations and OTP applications the release starts — is correctly declared and never referenced in source. Known CVEs in this dependency graph are D30's question.
Dependency not covered by the lockfile: katana_code
Outdated: cowboy · ×8
What to do
Resolve the 1 Dependency not covered by the lockfile finding(s) in Dependency Hygiene. — One of this dimension's main actionable groups (1 warning-level).
Enforce Dependency Hygiene in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Verified — provenance only; does not change the score.
Detailed fixes: d12_recommendation.md · top locations in Appendix A, every location in findings.md.
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: Whether the licenses of third-party packages are compatible with your policy.
Method: Third-party package licenses resolved from declared package metadata and checked against the configured policy (allow/deny/copyleft). Deterministic; clean = no incompatible license found at metadata depth.
0 of 12 shipped Hex package(s) use a banned license. Licences were resolved from hex.pm over the packages a consumer installs — this repository's REDACTED, which is already the transitive closure a consumer installs. rebar3 writes that lock for the DEFAULT profile ONLY, so a dependency declared inside `{profiles, [{test, [{deps, […]}]}]}` has no entry in it and is excluded here for the reason the Mix arm excludes an `only: [:dev, :test]` declaration: it is not installed by anything that depends on this repository. Each licence is the one hex.pm publishes for the package's current release.
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.
Resolve the 8 Hotspot finding(s) in Churn × Complexity Hotspots — start with wm_entity.erl, wm_user.erl, wm_virtres.erl. — One of this dimension's main actionable groups (8 warning-level).
Detailed fixes: d15_recommendation.md · top locations in Appendix A, every location in findings.md.
What it measures: Acknowledged debt left in the code — TODOs, dead code, suppressed warnings.
Method: Roslyn syntactic debt markers (suppressions/TODO/FIXME/HACK/empty-catch/commented-code/Obsolete) plus SymbolFinder dead-code analysis; weighted-debt-per-KLoC density deducted 2.0x per unit. Deterministic, exhaustive.
16 deducted task-comment markers across 23861 LoC (0.1/KLoC) → score 9.9. Task comments only: this repository's language is read without a compiler, so D17's suppression, dead-code and commented-out-code arms did not run and this score counts fewer marker kinds than a .NET repository's would.
TodoComment · ×16src/lib/wm_works.erl:91
What to do
Resolve the 16 TodoComment finding(s) in Explicit Debt — start with wm_file_transfer.erl (9), wm_works.erl, wm_db.erl. — One of this dimension's main actionable groups (16 warning-level).
Enforce Explicit Debt in CI to reach Verified (currently Documented). — Hardens enforcement from Documented toward Prevented — provenance only; does not change the score.
Detailed fixes: d17_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.
The repository's root README gives a strong overview (Sky Port workload manager; full cloud workload lifecycle: job submission, scheduling, cluster creation, ports forwarding, data uploading, container pulling and starting, monitoring, results/download, removal) plus architecture terminology ('Remote Site', 'swm', 'Terminal', 'Gate') and links to CI tests. The c_src/test/README and priv/container/release/README documents their own directories (unit tests for C++ code in c_src/*; build/run container image with docker, setup spool, run swm daemon in container) but the root README is the only one that addresses the repository as a whole — it lacks installation/build instructions, contribution guidance, and licence. The architecture/design docs are not present.
What to do
Improve Documentation Quality — currently 7.0/10. — The repository's root README gives a strong overview (Sky Port workload manager; full cloud workload lifecycle: job submission, scheduling, cluster creation, ports forwarding, data uploading, container pulling and starting, monitoring, results/download, removal) plus architecture terminology ('Remote Site', 'swm', 'Terminal', 'Gate') and links to CI tests. The c_src/test/README and priv/container/release/README documents their own directories (unit tests for C++ code in c_src/*; build/run container image with docker, setup spool, run swm daemon in container) but the root README is the only one that addresses the repository as a whole — it lacks installation/build instructions, contribution guidance, and licence. The architecture/design docs are not present.
Detailed fixes: d19_recommendation.md.
Do you agree with this assessment?
D20 · ADR Quality0.0 / 10Critical✓ Tool-verified
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.
1 of 1 build units (rebar3) flagged as possibly oversized/incoherent. This repository's .cpp source was read by no build unit, so this covers part of the tree, not all of it.
Projects may be oversized for their cohesion
What to do
Resolve the 1 Projects may be oversized for their cohesion finding(s) in Project Cohesion. — One of this dimension's main actionable groups (1 recommendation-level).
Detailed fixes: d26_recommendation.md · top locations in Appendix A, every location in findings.md.
What it measures: Whether any secrets were ever committed — scanned across the full git history, not just now.
Method: Secret scan via TWO gitleaks detect passes in an isolated checkout — the full git history, then a second --no-git pass over the working tree as it stands — merged and de-duplicated by (rule, file, line); each match flagged High. Both invocations are recorded in the audit trail. Exhaustive; when the tool is absent, or when its output cannot be parsed into the expected shape, the dimension is WITHHELD as an explicit measurement gap on our side — unscored and excluded from the lens, never a hedged middling score.
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).
7 finding(s): 0 critical, 7 high, 0 medium, 0 low. 3 unpinned-GitHub-Actions row(s) are reported here but scored by D36 (supply-chain provenance), which measures that posture as `pinned_actions` — one pinning decision is charged once, not once per lens. semgrep hit a parse error in 2 file(s) — `priv/examples/jobscripts/mpi-azure.sh` (line 84), `priv/examples/jobscripts/mpi-local.sh` (line 86) — so no absence of findings in the named regions is evidence of anything; rows reported elsewhere in those files are real. Fix the syntax error (or exclude the file deliberately) and re-scan to cover them. Separately, one or more rules could not re-parse an embedded snippet in 1 file(s) (e.g. a workflow `run:` block read as shell). Those files WERE scanned and their other rows are unaffected; only those rules' view of those snippets is missing.
REDACTED
REDACTED
REDACTED
REDACTED
What to do
Resolve the 2 REDACTED finding(s) in Static Analysis (SAST) — start with REDACTED (2). — One of this dimension's main actionable groups (2 issue-level).
Resolve the 1 REDACTED finding(s) in Static Analysis (SAST) — start with REDACTED. — One of this dimension's main actionable groups (1 issue-level).
No action in Static Analysis (SAST) — all 3 REDACTED finding(s) are reported here at file:line but scored by D36 (supply-chain provenance), so none is charged to this dimension. — One of this dimension's main actionable groups (3 issue-level, 0 of them charged here).
Detailed fixes: d29_recommendation.md · top locations in Appendix A, every location in findings.md.
What it measures: Whether any dependency has a known published vulnerability (CVE), direct or transitive, in ANY ecosystem the repository declares — Dart pub, Elixir and Erlang via Hex, Go modules, Java and Kotlin via Maven/Gradle, JavaScript/npm, .NET/NuGet, PHP/Composer, Python/PyPI, RubyGems, Rust/Cargo and Swift.
Method: Dependency-CVE scan across every ecosystem the repository declares, scored ONCE. Three sources are unioned and deduplicated by advisory identity (rule id + alias closure, CVE<->GHSA) scoped to package+version, keeping the worst severity: `osv-scanner --recursive` over osv.dev for Dart pub, Elixir/Hex (and Erlang, whose `REDACTED` syft first converts to a CycloneDX SBOM the scanner reads, with rows attributed back to the lock), Go, Java and Kotlin via Maven/Gradle (and Scala, whose sbt build's pinned direct declarations are written into a CycloneDX SBOM the scanner reads, with rows attributed back to the build file), npm, PHP/Composer, Python/PyPI, RubyGems, Rust/Cargo and Swift; `trivy fs --scanners vuln` for npm lockfiles; and `dotnet list package --vulnerable --include-transitive` for NuGet (with per-advisory collapse of the project x target-framework fan-out), plus a DECLARED-dependency arm that resolves a published gem's gemspec against rubygems.org where no Gemfile.lock is committed. `SeverityScore(c,h,m,l, normalizer 8.0)`. NotApplicable only when NO ecosystem is readable; if any applicable ecosystem could not be scanned the findings are REPORTED and the score is withheld. Supersedes the npm and OSV arms, retired 2026-09-05.
Resolve the 3 High CVE finding(s) in Dependency Vulnerabilities — start with REDACTED (3). — One of this dimension's main actionable groups (3 issue-level).
Detailed fixes: d30_recommendation.md · top locations in Appendix A, every location in findings.md.
Resolve the 68 High IaC finding(s) in IaC & Container Security — start with REDACTED (68). — One of this dimension's main actionable groups (68 issue-level).
Resolve the 13 Medium IaC finding(s) in IaC & Container Security — start with REDACTED (13). — One of this dimension's main actionable groups (13 warning-level).
Resolve the 2 Low IaC finding(s) in IaC & Container Security — start with REDACTED (2). — One of this dimension's main actionable groups (2 recommendation-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.
Every significant source file has living knowledge — recently and meaningfully worked. Counted over 70 of the 86 production source files in this repository: the rest are under the ~2,400-byte size floor this dimension measures over.
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. A non-source file is never a coupling PARTICIPANT either: documentation, schemas, config and data files are dropped with the rest, so a code↔docs pair — a command and the reference page that restates it — is not reported however strongly the two co-change; nor is coupling that runs THROUGH a build step or config file.
Resolve the 1 Change coupling finding(s) in Change Coupling — start with wm_cloud.erl. — One of this dimension's main actionable groups (1 warning-level).
Detailed fixes: d35_recommendation.md · top locations in Appendix A, every location in findings.md.
What it measures: Whether any dependency the repository declares is published as MALICIOUS rather than merely vulnerable — a package that is an attacker's work, in any ecosystem osv-scanner reads. Scored apart from D30 because the answer is binary: there is no safe version to upgrade to, and the fix is to remove the package and rotate every credential it could have read.
Method: The same dependency scan D30 reads, partitioned on the scanner's own classification rather than rescanned: a row is MALICIOUS when its id is in the `MAL-` space (the ossf/malicious-packages feed) OR its `database_specific.cwe_ids` carries `CWE-506` ("Embedded Malicious Code"). Both channels are structural; the summary text is deliberately NOT read, because a malicious-package record whose summary says only "Critical severity vulnerability" is a real shape ([GHSA redacted]) and a text matcher misses it. Scored BINARY: any surviving row is 0, whatever its severity and however many CVEs sit beside it — a hostile dependency is not a quantity. Applicability and degradation are D30's: NotApplicable only when no ecosystem is readable, and an unscannable ecosystem degrades rather than reading clean. SCORED, not informational.
What it measures: Whether anyone still ships security patches for the platform this repository RUNS ON — the runtime it pins and the framework majors its own constraints hold it to. Separate from D12 because the question differs: a current Django on an end-of-life Python is perfectly up to date and completely unsupported, and the fix is a migration rather than a version bump. What the repository says it merely SUPPORTS is never charged.
Method: End-of-life PLATFORM read from the repository's own declarations and graded against a FROZEN, dated table of vendor support dates — no network, no feed, no API, so this dimension answers identically inside a closed scan fence. Two subjects: a RUNTIME the project pins (a single or all-end-of-life TargetFramework, a .nvmrc or .python-version, a requires-python CAP) and a FRAMEWORK major a dependency constraint cannot move off (a caret, tilde or exact version; `vue@^2.7.16` pins Vue 2). A FLOOR is deliberately never charged — `requires-python = ">=3.8"` states what a package SUPPORTS, not what it runs on — and a multi-target project is charged only when EVERY target is out of support. Runtime 4.0/product capped 8.0, framework 1.5 capped 4.5. The table is safe to freeze because a statement about support that ended in the past cannot become false: it loses recall as it ages, never precision, and a test asserts every entry predates the freeze date. Disjoint from D31 (a container image's OS layer) and D29 (the toolchain a CI workflow installs). Abstains when the repository declares no platform this pass reads — never scores it clean.
0 end-of-life runtime(s) and 0 end-of-life framework(s), read from 1 platform declaration(s) and 0 dependency declaration(s). This dimension reads what the repository says about ITSELF — a pinned target framework, a version file, a capped requires-python, a Rust toolchain pin, a framework major a constraint cannot move off. A FLOOR is deliberately never charged: `requires-python = ">=3.8"` states what the package SUPPORTS, not what it runs on, and a well-maintained library declares exactly that while running its own CI on a current release. The end-of-life facts are FROZEN and dated, so this dimension needs no network and answers identically inside a closed scan fence; as the table ages it loses recall and never precision, because a statement about support that ended in the past cannot become false. The OS layer of a container image is D31's question and the toolchain a CI workflow installs is D29's; this row is neither.
Other · Architecture — How the codebase splits by code ROLE — domain, application, infrastructure, test, generated. The significance map behind the knowledge/coupling weighting, and a DDD signal in its own right: a thin domain core under fat infrastructure is the anemic-domain smell, quantified. How each file's role is decided, because the split is only as good as that: a generated name or a build-output tree makes it Generated, a test project makes it Test, and otherwise the file's NAMESPACE and PATH words are matched against fixed vocabularies in a fixed ORDER — domain, then infrastructure, then application — so a file whose words hit two layers is counted under the earlier one. A production file matching none of them counts as application, so that share reads 'application or unclassified' rather than a measured application layer. Roles come from naming convention, never from what the code does. On this repository the split was taken from the source tree on disk rather than from a loaded .NET workspace, so a file's role is decided by its PATH segments alone — no declared namespace was available to add to the evidence — and generated output is excluded from the census entirely rather than counted as a generated share.
Method: Roslyn line-count by code ROLE: every source file classified Domain/Application/Infrastructure/Test/Generated by namespace + path convention (the shared CodeRoleClassifier), then significant lines summed per role. Deterministic; the advisory score is the business-logic (domain+application) share of production code.
Coverage: Population: ALL source files, each bucketed into ONE of five roles (Domain/Application/Infrastructure/Test/Generated) by namespace + path convention — a file whose layer isn't named in the convention falls to Application (the neutral default), and the split is line-count, not semantic depth or business value.
What to do
The domain core is a small share of production code, but most of the rest matched no layer vocabulary at all — so this is not yet an anemic-domain finding. The namespace/path convention could not place that code, which makes the composition above a statement about the naming, not about the design. Name the layers (or check that the repository's conventions differ from the ones this check knows) before reading a thin domain into it.
Other · Architecture — Whether the project-reference graph is acyclic (cycles block independent build/deploy and signal eroding boundaries).
Method: Project reference cycles via elementary-DFS over real .csproj references, using the engine shared with D5/D7; cyclic versus acyclic. Exhaustive, deterministic.
Other · Architecture — Whether dependencies point inward (Domain ← Application ← Infrastructure/Web) — the clean-architecture dependency rule, checked across the project graph.
Method: Layer violations by name-segment inference (Domain/Core to Application to Infrastructure/Web) over the project-reference graph. Exhaustive over all projects, deterministic.
Other · Architecture — Whether read (query) handlers stay side-effect-free — a query that writes persistent state or raises events breaks CQS and makes reads unsafe to retry, cache, or route to a read replica.
Method: Roslyn scan: CQRS handlers classified query-vs-command by interface (IQueryHandler/ICommandHandler/IRequestHandler<TQuery,TResult>) and name convention (*Query/Get*/Find* vs *Command); each query handler's body checked for persistent-state writes (SaveChanges/repository Add-Update) or event publishes by resolved invocation. Deterministic, type-level, exhaustive over the detected handlers.
Coverage: Population: CQRS handlers identified by IQueryHandler/ICommandHandler/IRequestHandler interface + *Query/Get*/Find*/*Command NAME convention; query purity then checked exhaustively within that set — a query handler using neither convention is invisible, and mutation is a resolved persistence/publish CALL, not full dataflow.
Other · Event-Driven — Whether event handlers stay asynchronous (no blocking remote HTTP/gRPC calls awaited inside a handler).
Method: Roslyn semantic scan (event-driven gated): event-handler bodies scanned for HTTP/gRPC invocations by resolved symbol type, not substring. Deterministic, semantic-resolved.
`wm_file_transfer` clause `handle_call/3#427` blocks on a hand-rolled `Pid ! Req, receive Resp` rendezvous awaiting a peer's reply while handling a message — the process is blocked (holding its mailbox) until a peer replies or the sleep elapses. That couples this handler in real time to another process being up and fast, and a mutual call can DEADLOCK. To decouple, reply asynchronously (send-and-continue), or run the round-trip in a throwaway spawned process. — src/net/wm_file_transfer.erl:430
`wm_cloud` clause `handle_call/3#52` makes a synchronous `gen_server`/`gen_statem:call` round-trip to a peer process while handling a message — the process is blocked (holding its mailbox) until a peer replies or the sleep elapses. That couples this handler in real time to another process being up and fast, and a mutual call can DEADLOCK. To decouple, react by casting a follow-up message (fire-and-forget), or resolve the needed state locally. — src/srv/cloud/wm_cloud.erl:54
`wm_compute` clause `handle_timetable/2#174` makes a synchronous `gen_server`/`gen_statem:call` round-trip to a peer process while handling a message — the process is blocked (holding its mailbox) until a peer replies or the sleep elapses. That couples this handler in real time to another process being up and fast, and a mutual call can DEADLOCK. To decouple, react by casting a follow-up message (fire-and-forget), or resolve the needed state locally. — src/srv/compute/wm_compute.erl:199
What to do
Remove synchronous peer round-trips (gen_server:call / hand-rolled receive) and blocking sleeps from OTP message handlers — cast a follow-up or resolve state locally, so processes stay temporally decoupled and deadlock-free.
Other · Event Sourcing — Whether the event-sourcing replay fold reconstructs state purely from the event (no wall clock, UUID or randomness) so replay is reproducible.
Method: Roslyn syntax scan (event-sourcing gated): Apply/When folds checked for forbidden tokens (DateTime.Now, Guid.NewGuid, Random, IO), stripped of comments/strings. Deterministic, hard fact per fold.
Other · Event Sourcing — Whether persisted events stay immutable (never rewritten in place).
Method: Roslyn scan (event-sourcing gated): persisted events checked for public setters; immutability verified per property/field. Deterministic, hard fact.
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 a 'Testing' section to the root README — how to run the test suite.
Maturity · Maturity — Whether key decisions (ADRs) and the high-level shape (C4/diagrams) are written down.
Method: Filesystem scan: ADR folder/naming conventions or content, plus Mermaid/PlantUML/C4/architecture.md discovery. Exhaustive, deterministic.
No Architecture Decision Records found — no conventional ADR directory, no numbered `NNNN-title` documents in any markup this check reads, and nothing ADR-shaped by content. Design rationale recorded elsewhere (a design-notes tree, a mailing list, pull-request discussion) is not visible to this check and is not re-findable per decision, so a future maintainer cannot ask why one choice was made and get an answer.
What to do
Record significant decisions one document per decision — dated, stating the context, the decision and its consequences — and keep them together wherever your design docs already live (a conventional `docs/adr/` tree, with each file named `NNNN-title` in whatever markup those docs already use, is the most discoverable form).
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.
Consider OpenTelemetry tracing/metrics (opentelemetry-erlang or prometheus.erl) and a health-check endpoint (a /health handler in your cowboy dispatch) for operability.
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
Enable Dependabot/Renovate or a dependency-review gate.
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.
What to do
Nothing pauses a release for a human: publish as a draft release (or gate the release job on a protected tag/manual dispatch) so a bad build can be stopped before users can download it.
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.
No CHANGELOG/HISTORY/RELEASES file — what shipped when isn't easy to reconstruct for support or audit. (Versioning/tagging makes releases traceable, but a changelog records the what.)
What to do
Keep a changelog (e.g. Keep-a-Changelog) recording what shipped in each release.
Readiness · Readiness — Whether outbound HTTP calls are wrapped in resilience (retry/timeout/circuit-breaker) so a failing dependency doesn't cascade.
Method: Source scan: outbound HTTP clients and what bounds them — resilience handlers (Polly, AddStandardResilienceHandler) on .NET; on Go, the JVM, Python, JavaScript/TypeScript, Ruby, PHP, Rust, Elixir, Swift, Dart and Erlang, a timeout, deadline, retry or breaker beside each call, or a process-wide client default (a framework-wide deadline such as Drupal core's, Laravel's or actix's awc counts). Exhaustive, deterministic.
Other · Security — Only what this repository's own non-C# files could be read for was assessed — markup this repository SHIPS is scored for third-party script integrity whether or not the repository serves it itself, since a page handed to a consumer runs in that consumer’s origin. Nothing else in this dimension was assessed: the transport, cookie, input-validation and crypto controls are read from a source model that was not loaded for this repository’s language, so their absence here is not a finding about this repository.
`//d3js.org/d3.v3.min.js` is executed by this page with no Subresource Integrity. Whoever can answer that request — the CDN, anyone who compromises it, anyone on the network path — runs arbitrary script in this page's origin, with its session. The URL also names no version, so it resolves to whatever that origin serves at fetch time — the executed bytes can change with nobody touching this repository. — priv/webui/connections.html:53
What to do
Pin third-party scripts and verify them: name an exact version in the URL and add an `integrity="sha384-…"` hash alongside `crossorigin="anonymous"` (both are required — an integrity hash on a cross-origin script without `crossorigin` is not evaluated, it blocks the script). Where the vendor ships a continuously-updated loader and publishes no stable hash (tag managers, analytics, chat widgets), Subresource Integrity is not available: constrain it instead with a `Content-Security-Policy` that names the exact origins allowed to execute, and drop the script from the pages that do not need it. Where the page is shipped inside a package that others host, prefer vendoring the asset and serving it from the app’s own origin, so no consumer inherits a third-party dependency they did not choose.
Other · Code Health — Whether the code avoids sync-over-async (deadlock-prone blocking on tasks) and async void.
Method: Roslyn syntax scan: async methods scanned for .Wait()/.GetAwaiter().GetResult() and async-void outside event handlers. Deterministic, hard fact per invocation.
Other · Code Health — Whether any branch is dead by construction — a switch arm whose label can never equal a case-normalised subject, or an `else if` whose predicate the arm above has already swallowed.
Method: Roslyn syntax + semantics: switch labels compared against the subject's own case normaliser, and if/else-if chains checked for a literal an earlier arm's containment test already swallows. Deterministic, provable per finding. Advisory.
Do you agree with this assessment?
X13 · Undrained process stream10.0 / 10Exemplary○ Nothing flagged
Other · Code Health — Whether a child process that has BOTH standard streams redirected drains both — reading one to the end while the other is never read deadlocks once the child fills the unread pipe.
Method: Roslyn syntax + semantics: ProcessStartInfo launches with both streams redirected, checked for a drain of each stream across the enclosing type. On a repository with no .NET source it reads JavaScript/TypeScript off the engine’s own token stream (test, vendored and minified paths not) with the same rule: a `spawn` imported from `child_process` whose stdout and stderr are both pipes (no options, no `stdio`, or `stdio` of `'pipe'`), bound to a local that never leaves its scope, where exactly one of the two streams is read, the other never, and the child’s `close`/`exit` (or the read stream’s end) is awaited; a shell redirect in the call’s arguments or a `kill` of the child suppresses it. Deterministic, provable per finding. Advisory.
Other · Security — Whether a hand-rolled public/private IP check can be walked past — a method that unwraps IPv4-mapped IPv6 but returns the opposite verdict for the same host written as IPv4-compatible, 6to4 or NAT64.
Method: Roslyn syntax + semantics: methods that unwrap IPv4-mapped IPv6 and hand-roll IPv4 range carve-outs, checked for whether the IPv6 branch also accounts for the IPv4-compatible, 6to4 and NAT64 embeddings. Deterministic, provable per finding. Advisory.
Do you agree with this assessment?
X15 · Unvalidated length from an untrusted reader10.0 / 10Exemplary○ Nothing flagged
Other · Security — Whether a length read out of the stream being parsed is bounded before it is allocated or read — an unchecked count taken from the input lets the input choose the allocation.
Method: Roslyn syntax + semantics: integer lengths read from a BinaryReader and spent on a bulk read or an array allocation, checked for any comparison or bounding call on the value anywhere in the method. Deterministic, provable per finding. Advisory.
Other · Code Health — Whether a loop that shortens a string until it fits a length budget has a floor — one with none grinds the value down to the empty string, or past it into a negative-length `Substring`.
Method: Roslyn syntax + semantics: while/do loops whose body's only effect on a string is to drop its last character, checked for whether anything — a direct comparison on the length, a body guard, a break — bounds that length below. On a repository with no .NET source it reads JavaScript/TypeScript off the engine’s own token stream (test, vendored and minified paths not) with the same rule: a `while`/`do` loop whose body’s one assignment to a value is `x = x.slice(0, -1)` or `x = x.slice|substring|substr(0, x.length - 1)`, driven by a condition that reads `x.length` only as a term of a larger expression — never compared directly, never tested for truthiness, and with no other read of `x` — and whose body has no `break`, `return`, `throw` or `if` naming `x`. Deterministic, provable per finding. Advisory.
Other · Code Health — Whether a type's disposal matches what it OWNS — releasing what it created, leaving alone what it was handed, and not declaring a finalizer for state that has nothing unmanaged to finalize.
Method: Roslyn syntax + semantics: every assignment to a disposable field is read to decide whether the type CREATED the value or was handed it, and the type's disposal is checked against that answer — an injected interface it disposes, a value it constructed and never releases, a finalizer on a type holding nothing unmanaged, and a disposable local whose every reference is a plain member read. A value handed to a container that disposes its contents (a parent control's `Controls` collection, a component `IContainer`) is released by that container and is not reported; generated code is out of population. On a repository with no .NET source the same ownership questions are read in JavaScript/TypeScript off the engine’s own token stream (test, vendored, generated and minified paths not): a class declaring `dispose()`, `[Symbol.dispose]()` or `[Symbol.asyncDispose]()` that disposes a field it was handed through a constructor parameter typed as a repository interface or resolved by a dependency-injection container; that assigns a field only ever from `new X(…)` of a disposable class and neither releases it anywhere in the class nor names it in its disposal member or a method that member calls, nor hands it to anything else; and a `const`/`let` local built from literals only whose every reference opens a statement operating on a non-release member of it. A class is disposable when every repository declaration of its name declares or inherits a disposal member, or when it is a documented library disposable (`vscode` EventEmitter, CancellationTokenSource and Disposable; three.js geometries, materials, textures, render targets, renderers, controls and composers). The finalizer arm has no JavaScript counterpart: a class cannot declare one. Deterministic, provable per finding. Advisory.
Other · Code Health — Whether a method that temporarily changes state belonging to the whole process — the working directory, an environment variable — puts it back on EVERY path: a restore reached only when nothing throws leaks the change to the rest of the process.
Method: Roslyn syntax + semantics: method bodies that write the process working directory or an environment variable and write it back in the same body, checked for whether that restore sits in a `finally`/`catch` or only on the straight-line path. On a repository with no .NET source the same rule reads production JavaScript/TypeScript off the engine’s own token stream (test, vendored and minified paths not): `process.chdir`, `process.env.NAME =`/`["NAME"] =` and `delete process.env.NAME`, and Deno’s `Deno.chdir`/`Deno.env.set`/`Deno.env.delete`, paired per function body (a nested function or arrow is its own body, and module top-level code is none), where the last write puts back a local the body captured from the same global or deletes a variable the first write set, with at least one statement between them; a write in a `catch`/`finally` of that body silences it. Deterministic, provable per finding. Advisory.
Other · Code Health — Whether a `when` guard is free of side effects — a guard that increments a counter or assigns while deciding whether its arm matches applies that change during PATTERN MATCHING, on an arm that may not be selected, and skips it entirely when a short-circuit to its left answers first.
Method: Roslyn syntax: `when` guards on case labels and switch-expression arms, read for a mutation (`++`/`--`/assignment) sitting in a position the guard's own `&&`/`||`/`??`/`?:`/`?.` can skip. Deterministic, provable per finding. Advisory.
Other · Code Health — Whether the work a diagnostic log line costs is paid only when that line is wanted — C# evaluates a call's arguments BEFORE the call, so a trace/debug message joined or projected out of a collection is built in full on every pass, and then discarded by a sink the shipped configuration leaves switched off.
Method: Roslyn syntax: log calls at a diagnostic level (a `Log`-prefixed method naming Trace/Debug/Verbose, or a bare `Debug`/`Trace`/`Verbose` on a receiver named for a logger), whose argument list is read for a call whose cost scales with a sequence — a LINQ operator, a materialisation, `string.Join`, a serializer — with no enclosing level check or conditional-compilation region. On a repository with no .NET source it reads JavaScript/TypeScript off the engine’s own token stream (test, vendored and minified paths not) with the same rule: a `debug`/`trace`/`verbose` call on a receiver named for a logger, or a `log`-prefixed method naming the level, whose argument calls an array operator (`map`/`filter`/`reduce`/`sort`/…), `Array.from`, `Object.keys/values/entries`, `JSON.stringify`/`util.inspect` over anything but a literal, or an array `join` — outside any arrow or function passed as an argument, which the logger calls only when the level is on — with no enclosing `if`, `&&` or `?:` whose condition names a level, a level string, or the `NODE_ENV`/`__DEV__`/`DEV` build switch. Deterministic, provable per finding. Advisory.
Do you agree with this assessment?
X24 · Document value interpolated into markup unescaped10.0 / 10Exemplary○ Nothing flagged
Other · Security — Whether text read out of the document being converted is escaped before it is written into generated markup — a value the document's author chose, interpolated into an attribute the surrounding literal delimits, can close that attribute and open another.
Method: Roslyn semantic model over the whole compilation: a string-typed `Value`/`InnerText`/`InnerXml`/`Text` member declared inside `DocumentFormat.OpenXml` or `System.Xml` is a taint SOURCE, propagated through assignments, returns, arguments, tuple elements and string composition to its transitive closure, then read at interpolated-string holes that sit in a markup position the surrounding literal itself delimits. Escaper/encoder calls and enclosing validator conditions cut the flow. Flow- and container-insensitive by construction. A second arm needs no provenance at all and reports a type that CONTRADICTS ITSELF — the same expression escaped at one delimited markup hole and interpolated raw at another hole in the same markup position of the same type, which the type's own escaping proves is a defect without knowing where the value came from. On a repository with no .NET source it reads JavaScript/TypeScript off the token stream with the same rule: a DOM read of raw document text (`getAttribute`, `textContent`, `innerText`, `nodeValue`) is the source, propagated through local bindings and string composition, and judged at template-literal and concatenation holes in the same two delimited markup positions; escapers and validating conditions cut it, and documentation-site, test, vendored and minified scripts are not read. Deterministic, provable per finding. Advisory.
Other · Code Health — Whether a value the caller is invited to supply is the value the type actually uses — a constructor parameter stored in a private field that nothing ever reads while the default it was given is spelled out a second time at the site that should have read it, a keyed lookup that falls back to a different setting than the one its key names while the same type falls back to the matching one for that same key, or a culture-sensitive parse given no format provider by a type that feeds its own settable culture to the same kind of parse elsewhere. Either way, every caller who supplies a value silently gets something else.
Method: Roslyn syntax: private instance fields of a non-partial type assigned in a constructor from one of its own parameters with a `??` fallback, checked for whether anything in the type body reads the field and whether that same fallback expression is spelled out again outside the constructor; and `??` fallbacks onto a member access from a lookup call carrying exactly one string literal, grouped by that key across the type and checked for a fallback member whose folded name disagrees with the key while a sibling site for the same key agrees with it. On a repository with no .NET source the first two arms read JavaScript/TypeScript off the engine’s own token stream (tests included, bundles and vendored paths not): a `#x`, `private` or `private` parameter-property instance field filled in the constructor from a parameter (or one member of one) through `??`/`||` or a parameter default, never read anywhere in the file by name, whose constructed default is spelled again in the class body; and `lookup("key") ?? s.member` grouped by key per class, or per module outside every class. The culture arm has no JavaScript counterpart: its parses take no locale. Deterministic, provable per finding. Advisory.
Do you agree with this assessment?
X28 · Index access outside its own emptiness guard10.0 / 10Exemplary○ Nothing flagged
Other · Code Health — Whether a condition that tests a value for emptiness indexes that same value only where the test holds — an `||` written one parenthesis too far to the left leaves an index access outside the guard beside it, so the empty case the guard exists to anticipate reaches the index and throws.
Method: Roslyn syntax only, no semantic model: the OUTERMOST `&&`/`||` of every boolean condition, read for a symbol the condition tests for emptiness (`string.IsNullOrEmpty`/`IsNullOrWhiteSpace`, a `Length`/`Count` comparison against a literal, `Any()`, a `Length`/`Count` pattern, or a comparison against `""`) and ALSO indexes. Each `symbol[...]` access is placed by a boolean-reachability walk from the access up to the outermost connective: an access is COVERED when some enclosing step has it in the right operand and the left operand, under the truth value that step forces, proves the symbol non-empty — a recursion over `&&`/`||` whose true- and false-directions are asymmetric. A finding needs BOTH an uncovered access and a covered one on the same symbol in the same condition, which is the agreeing twin that separates a misplaced parenthesis from an unrelated length test. Bare index accesses with no emptiness test in the condition are neither counted nor reported; a non-identifier receiver and a lambda nested inside the condition are outside the population. Deterministic, provable per finding. Advisory.
Do you agree with this assessment?
X29 · Per-element action decided by a fixed element10.0 / 10Exemplary○ Nothing flagged
Other · Code Health — Whether a decision taken once per element is taken ABOUT that element — a test inside a counted loop that reads a fixed subscript of the very collection its guarded statement indexes by the loop variable applies element zero's answer to all of them, so the elements that differ from it are all handled wrongly, and in the same direction.
Method: Roslyn syntax only, no semantic model: every `for` statement declaring exactly ONE loop variable, and every `if` inside its body that is not under a nested loop or a lambda. A site enters the population when the `if`’s condition never mentions the loop variable while the statement it guards indexes some collection by that variable ALONE (`c[i]`; `c[i + 1]` and `c[i, j]` are outside it). A finding additionally needs the AGREEING TWIN at the same-collection grain: the condition must read THAT SAME collection at a subscript that does not move — written into the condition, or reached through a local declared BEFORE the loop, so an alias bound inside the body is not followed. Both collection expressions must be simple identifiers. On a repository with no .NET source the same rule reads JavaScript/TypeScript off the engine’s own token stream (tests included, bundles and vendored paths not): a `for (let|var|const x = …; …; …)` with one declarator and a braced body, an alias followed only when it is declared before the loop in a block that encloses it and never assigned inside the loop. Deterministic, provable per finding. Advisory.
Other · Code Health — Whether exceptions are handled rather than silently swallowed or rethrown with lost stack traces.
Method: Roslyn syntax scan: every catch clause counted; empty catches and bare rethrows flagged. Population is all catch clauses, not estimated. Deterministic, hard fact.
Do you agree with this assessment?
X30 · Support guard that admits what it rejects10.0 / 10Exemplary○ Nothing flagged
Other · Code Health — Whether a guard written as a NEGATED `||` says what its author meant — `!(a || b || x != k)` is `!a && !b && x == k` by De Morgan, so a bail-out that mixes capabilities the code needs with a fault it refuses turns inside out: it fires only where the capabilities are ABSENT, and lets every value the fault term names walk straight into the body that cannot handle it.
Method: Roslyn syntax only, no semantic model: every logical-not whose operand is a parenthesised `||` chain of two or more disjuncts, flattened (a left-nested `a || b || c` read once would see `(a || b)` as one disjunct). A site enters the population on that shape alone. A finding additionally needs the disjuncts to DISAGREE in polarity: at least one bare boolean read — an identifier or member access, never an invocation, which is a predicate rather than a capability flag — and at least one `x != <constant>`, the only form that negates into an exact-value pin (`== null` negates into a looser requirement and is outside the fault set). Consistently-polarised disjunctions, all-fault or all-capability, are counted and never reported; a negated `&&` is outside the population entirely. No same-receiver gate: it was measured to cost a real defect and remove no false positive. Deterministic, provable per finding. Advisory.
Do you agree with this assessment?
Reference — by lens
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.
Not evidenced — 4 control(s) we could not find positive evidence for
These checks grade a working control, and the repository shows no evidence of one. That is deliberately not scored as a zero: a repository cannot show an ops runbook, a database TTL or an infrastructure-side audit log, so absence of evidence here is not evidence the control is missing. It is also not a statement that the check is irrelevant to this codebase — the thing it grades applies; we just could not see it. Excluded from the score either way.
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.
P5 DR & Backup — not evidenced — repo shows no backup/RTO/RPO controls; absence of evidence is not evidence of a working control
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.
AC1 Text alternatives — Frontend below the scale floor (15 DOM element(s) < 25) — too little surface to assess accessibility.
AC2 Forms & labels — Frontend below the scale floor (15 DOM element(s) < 25) — too little surface to assess accessibility.
AC3 Page structure — Frontend below the scale floor (15 DOM element(s) < 25) — too little surface to assess accessibility.
AC4 Keyboard semantics — Frontend below the scale floor (15 DOM element(s) < 25) — too little surface to assess accessibility.
AC5 ARIA correctness — Frontend below the scale floor (15 DOM element(s) < 25) — too little surface to assess accessibility.
AC6 Visual & motion safety — Frontend below the scale floor (15 DOM element(s) < 25) — too little surface to assess accessibility.
AC7 A11y enforcement — Frontend below the scale floor (15 DOM element(s) < 25) — too little surface to assess accessibility.
AX1 Captive dependencies — Not applicable: the BEAM has no dependency-injection container — state lives in processes, and no process is handed an instance whose lifetime another one scopes; this repository's JavaScript imports no dependency-injection container and defines no container of its own — nothing that both registers and resolves bindings, and nothing that names two lifetimes — so nothing holds one lifetime's instance while handing out another's.
AX2 Stateful singletons — No container singleton was found, so there is no shared instance for concurrent requests to race on. No function in this Python code is served by a threaded web framework (a Flask, Bottle or FastAPI route, a Django or Pyramid view), so no module is shared between request threads. Erlang processes share no mutable memory — state lives in a process's own mailbox — so there is no shared object to race on. TypeScript/JavaScript runs each process's requests on one event loop, so no two requests write a shared object at the same instant (interleaving across an await is a different defect).
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 — no test/production split to check
AXB2 Runtime readiness — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
AXR1 Runtime accessibility — docker build failed (exit 1) — DEPRECATED: The legacy builder is deprecated and will be removed in a future release.
Install the buildx component to build images with BuildKit:
https://docs.docker.com/go/bui…; runtime evidence skipped This is a statement about this run, not a statement about your application: nothing here says the surface is inaccessible, only that it was never rendered.
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.
D10 Test Quality — ~2033 lines of test source are present (.erl) but no test cases reached the test census for this repository — no test root we could resolve declared them, or the files we read declare no cases in a test framework we recognise — 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 — the .erl suite was found but not re-run
D16 Bus Factor — single-contributor repository — bus factor is not applicable
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 — The exposed public-API surface could not be collected — no C#/VB projects loaded.
D23 Boundary Type-Coupling — No bounded-context organisation was detected either — neither a context-shaped layout nor 2+ sibling source directories each declaring an aggregate root. Declaring this codebase's bounded contexts (≥2) would let cross-boundary type coupling be assessed. 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 — no ADRs to check
D27 Navigability — symbol resolution incomplete — navigability not assessed
D32 Data Compliance (PII/GDPR) — No personal data was found crossing a boundary the PII/GDPR ruleset checks — nothing written to a log or console sink, placed in a URL or query string, or persisted to browser storage. That is a clean result for the LEAK surface only: this ruleset detects personal data escaping, it does not inventory the personal data a repository holds, so it is not evidence that this repository has no personal-data surface. The personal-data map (Appendix C) and the C1-C5 compliance cards are what speak to that.
D36 Supply-chain Provenance & Signing — The CI pipeline builds and tests but publishes no released artifact — no package publish, container push, GitHub release or deployment step. Supply-chain provenance, signing and SBOM attest RELEASED artifacts, so there is nothing to attest here. Add them to the release pipeline when this repo starts shipping artifacts (a published package, a container image, a deployed service or a tagged release).
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 — Not applicable — this OTP build ships 1 production module(s), so there is no coupling BETWEEN modules to measure. (Its test and non-production modules are not part of the shipped graph.)
D7 Architectural Integrity — no checkable ADRs, and no project-reference graph for the cycle pass to read — so this dimension makes no claim about dependency cycles in either direction (where this repository's language has an import-cycle lens, cycles are reported there). Architectural integrity not assessed
D8 Code Coverage — Coverage not included — suite not readable by the collector
D9 Test Distribution — Test source is present (.erl) but no test cases reached the test census for this repository — no test root we could resolve declared them, or the files we read declare no cases in a test framework we recognise — 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 — not scored — this repository shows only 1 of the 3 signals this lens looks for (1210 value object(s))
ED5 Idempotency — no mutating command handlers or message consumers detected — idempotency check not applicable
GD1 Unfinished & placeholder code — no source files were read — this check reads C# and JavaScript/TypeScript, and neither was read for this repository's product. That is a limit of the analyzer, not a finding about your code.
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
P10 Library API & versioning — 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, and the automatic-re-run check to any GitHub-Actions workflow, 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'.
P8 Schema migrations — no ORM, schema-migration tool or schema auto-create was found in this repository's dependency manifests or source, so there is no database schema for this check to judge
P9 Domain vs controller coverage — no coverage report found on disk — produce a coverage report in a standard format (`rebar3 do eunit --cover, cover` (or covertool for Cobertura XML)) and commit it — a hosted scan measures a clone of the repository, so a report that exists only in a working tree, a CI runner's or your own, never reaches it; the artefact is commonly gitignored, so `git add -f` that one file (or un-ignore its path) and commit it alongside the code it measures, or wire coverage collection into CI, to enable this cross-layer check
PF1 Benchmark discipline — Benchmark discipline was not assessed: this repository is written in Erlang, whose benchmark frameworks this check does not search yet. That is a gap in the analyzer's language reach, not a finding about your code.
PF2 Allocation hygiene — Not applicable: Erlang and Python runs on a garbage-collected runtime that gives a program no allocation-control idiom to choose on a hot path — no pools, stack allocation or value types — so allocation awareness is not something this code can be rated on.
PF3 Async & latency hygiene — Not applicable: Erlang has no async/await function colour, so there is no asynchronous code for a blocking call to stall.
X10 Duplicated predicate — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
X17 Uncapped recursion over a caller-supplied document — 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
X20 Mistyped argument guard — This check asks whether an argument guard reports an EMPTY value as a NULL one, which needs a language that throws a null-specific argument exception — .NET's ArgumentNullException, the JVM's NullPointerException, Dart's ArgumentError.notNull. This repository contains none of those languages: the ones it is written in have a single exception for a bad argument, so there is no pair of exceptions to confuse and nothing here for it to assess. Not a gap in the analyzer and not a finding about your code.
X22 Contradicted release guard — 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
X26 Unsynchronised callback handoff — 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
X27 Collection changed while being enumerated — 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
X31 Test-only surface in a production module — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
X32 Type resolved by simple name across every loaded assembly — This check is about how a .NET program searches the assemblies loaded into its process for a type, and this repository contains no .NET source, so there is nothing here for it to assess. Not a gap in the analyzer and not a finding about your code.
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
X6 Hand-rolled structured-format parsing — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
X7 Silent fallback defaults — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
X9 Subsumed condition operand — Advisory — this card reports evidence and never carries a score, so there is nothing missing here.
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.
TodoComment src/lib/wm_works.erl:91— %% TODO: Don't remove task from module state, until ?MODULE received — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/lib/wm_db.erl:572— %% TODO: for error try return error atom or specify on_error argument in transaction function contract — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/lib/wm_data.erl:80— % TODO: use scheduler for the transferring — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/net/wm_ssh_server.erl:58— % TODO: don't listen to all interfaces — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/net/wm_file_transfer.erl:117— %% TODO: Fix spec — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/net/wm_file_transfer.erl:744— %% TODO: Fix spec — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/net/wm_file_transfer.erl:248— %% TODO: Due bug in erlang ssh_sftp we have to preventively cast gid/uid into integer — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/net/wm_file_transfer.erl:312— %% TODO: investigate why file size can produce {error, 47, "Operation not permitted (POSIX.1-2001)."} — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/net/wm_file_transfer.erl:696— %% TODO: Fix options — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/net/wm_file_transfer.erl:704— % TODO: use ssh daemon started by wm_ssh_server — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/net/wm_file_transfer.erl:781— %% TODO: fix spec — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/net/wm_file_transfer.erl:886— %% TODO: fix spec — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/net/wm_file_transfer.erl:997— %% TODO: fix spec — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/srv/admin/wm_admin.erl:220— %% TODO handle nest lists and list of records — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/srv/cloud/wm_virtres_handler.erl:157— % TODO upload files to their own dirs, not in workdir, unless the full path is unset — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
TodoComment src/srv/user/wm_user.erl:161— % TODO verify user credentials using provided certificate — source code is not a task system: move the work to your tracker and leave a reference instead (e.g. `% REF: #123`), so the task is planned where tasks live and the ticket links back to the code.
FileTooLong: net/wm_file_transfer.erl src/net/wm_file_transfer.erl— FileTooLong — 1204 significant lines (blank, comment-only and punctuation-only lines excluded), declaring 54 functions. The bar is 500 significant lines; this is 704 over it, 2.41× the bar. In this language a module is exactly one source file, so its length cannot be moved into sibling files of the same module. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no one module has to be read whole to change one of them.
FileTooLong: compute/wm_pmix.erl src/srv/compute/wm_pmix.erl— FileTooLong — 1132 significant lines (blank, comment-only and punctuation-only lines excluded), declaring 63 functions. The bar is 500 significant lines; this is 632 over it, 2.26× the bar. In this language a module is exactly one source file, so its length cannot be moved into sibling files of the same module. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no one module has to be read whole to change one of them.
FileTooLong: lib/wm_topology.erl src/lib/wm_topology.erl— FileTooLong — 982 significant lines (blank, comment-only and punctuation-only lines excluded), declaring 62 functions. The bar is 500 significant lines; this is 482 over it, 1.96× the bar. In this language a module is exactly one source file, so its length cannot be moved into sibling files of the same module. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no one module has to be read whole to change one of them.
FileTooLong: lib/wm_db.erl src/lib/wm_db.erl— FileTooLong — 923 significant lines (blank, comment-only and punctuation-only lines excluded), declaring 84 functions. The bar is 500 significant lines; this is 423 over it, 1.85× the bar. In this language a module is exactly one source file, so its length cannot be moved into sibling files of the same module. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no one module has to be read whole to change one of them.
FileTooLong: lib/wm_entity.erl src/lib/wm_entity.erl— FileTooLong — 831 significant lines (blank, comment-only and punctuation-only lines excluded). The bar is 500 significant lines; this is 331 over it, 1.66× the bar. In this language a module is exactly one source file, so its length cannot be moved into sibling files of the same module. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no one module has to be read whole to change one of them.
FileTooLong: ctl/wm_ctl.erl src/ctl/wm_ctl.erl— FileTooLong — 736 significant lines (blank, comment-only and punctuation-only lines excluded), declaring 35 functions. The bar is 500 significant lines; this is 236 over it, 1.47× the bar. In this language a module is exactly one source file, so its length cannot be moved into sibling files of the same module. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no one module has to be read whole to change one of them.
FileTooLong: lib/wm_utils.erl src/lib/wm_utils.erl— FileTooLong — 734 significant lines (blank, comment-only and punctuation-only lines excluded), declaring 71 functions. The bar is 500 significant lines; this is 234 over it, 1.47× the bar. In this language a module is exactly one source file, so its length cannot be moved into sibling files of the same module. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no one module has to be read whole to change one of them.
FileTooLong: cloud/wm_virtres.erl src/srv/cloud/wm_virtres.erl— FileTooLong — 732 significant lines (blank, comment-only and punctuation-only lines excluded), declaring 33 functions. The bar is 500 significant lines; this is 232 over it, 1.46× the bar. In this language a module is exactly one source file, so its length cannot be moved into sibling files of the same module. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no one module has to be read whole to change one of them.
FileTooLong: scripts/setup-swm-core.py scripts/setup-swm-core.py— FileTooLong — 723 significant lines (blank, comment-only and punctuation-only lines excluded). The bar is 500 significant lines; this is 223 over it, 1.45× the bar. 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: lib/wm_conf.erl src/lib/wm_conf.erl— FileTooLong — 619 significant lines (blank, comment-only and punctuation-only lines excluded), declaring 44 functions. The bar is 500 significant lines; this is 119 over it, 1.24× the bar. In this language a module is exactly one source file, so its length cannot be moved into sibling files of the same module. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no one module has to be read whole to change one of them.
FileTooLong: core/wm_core.erl src/srv/core/wm_core.erl— FileTooLong — 578 significant lines (blank, comment-only and punctuation-only lines excluded), declaring 41 functions. The bar is 500 significant lines; this is 78 over it, 1.16× the bar. In this language a module is exactly one source file, so its length cannot be moved into sibling files of the same module. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no one module has to be read whole to change one of them.
FileTooLong: container/wm_podman.erl src/srv/container/wm_podman.erl— FileTooLong — 540 significant lines (blank, comment-only and punctuation-only lines excluded), declaring 41 functions. The bar is 500 significant lines; this is 40 over it, 1.08× the bar. In this language a module is exactly one source file, so its length cannot be moved into sibling files of the same module. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no one module has to be read whole to change one of them.
FileTooLong: lib/wm_commit.erl src/lib/wm_commit.erl— FileTooLong — 533 significant lines (blank, comment-only and punctuation-only lines excluded). The bar is 500 significant lines; this is 33 over it, 1.07× the bar. In this language a module is exactly one source file, so its length cannot be moved into sibling files of the same module. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no one module has to be read whole to change one of them.
Hotspot: src/lib/wm_entity.erl src/lib/wm_entity.erl:185— src/lib/wm_entity.erl changed 3 times in last 90 days, and the most complex body those changes touched has cyclomatic complexity 252 in wm_entity.get_type at line 185. 1 of those changes was a fix/bug commit, and the other 2 changed it for other reasons — this file is under both repair and feature pressure. Before the next change lands here, make sure the area it touches is under test, 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. Counted over 2026-07-01..2026-09-29, the 90 days ending at the analysed commit. Reproduce with `git log --since='2026-07-01 17:35:21 +00:00' --until='2026-09-29 17:35:21 +00:00' --full-history --no-merges -- src/lib/wm_entity.erl`: merges are excluded because a merge re-states changes already counted at their own commits, and history is NOT path-simplified because a change that reached the file through a merged branch is still a change to it. That command counts raw commits and can read HIGHER than this row, which counts a cherry-picked re-land, and a revert together with the commit it undoes, once each — a difference of several commits on a file whose history was re-landed or reverted inside the window.
Hotspot: src/srv/user/wm_user.erl src/srv/user/wm_user.erl:123— src/srv/user/wm_user.erl changed 8 times in last 90 days, and the most complex body those changes touched has cyclomatic complexity 32 in wm_user.handle_request at line 123. Frequent change and high complexity in one file compound: schedule the next change to it to include carving out the part being edited, with the area under test before it moves. Counted over 2026-07-01..2026-09-29, the 90 days ending at the analysed commit. Reproduce with `git log --since='2026-07-01 17:35:21 +00:00' --until='2026-09-29 17:35:21 +00:00' --full-history --no-merges -- src/srv/user/wm_user.erl`: merges are excluded because a merge re-states changes already counted at their own commits, and history is NOT path-simplified because a change that reached the file through a merged branch is still a change to it. That command counts raw commits and can read HIGHER than this row, which counts a cherry-picked re-land, and a revert together with the commit it undoes, once each — a difference of several commits on a file whose history was re-landed or reverted inside the window.
Hotspot: src/srv/cloud/wm_virtres.erl src/srv/cloud/wm_virtres.erl:204— src/srv/cloud/wm_virtres.erl changed 8 times in last 90 days, and the most complex body those changes touched has cyclomatic complexity 22 in wm_virtres.creating at line 204. 1 of those changes was a fix/bug commit, and the other 7 changed it for other reasons — this file is under both repair and feature pressure. Before the next change lands here, make sure the area it touches is under test, 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. Counted over 2026-07-01..2026-09-29, the 90 days ending at the analysed commit. Reproduce with `git log --since='2026-07-01 17:35:21 +00:00' --until='2026-09-29 17:35:21 +00:00' --full-history --no-merges -- src/srv/cloud/wm_virtres.erl`: merges are excluded because a merge re-states changes already counted at their own commits, and history is NOT path-simplified because a change that reached the file through a merged branch is still a change to it. That command counts raw commits and can read HIGHER than this row, which counts a cherry-picked re-land, and a revert together with the commit it undoes, once each — a difference of several commits on a file whose history was re-landed or reverted inside the window.
Hotspot: src/srv/container/wm_container.erl src/srv/container/wm_container.erl:138— src/srv/container/wm_container.erl changed 5 times in last 90 days, and the most complex body those changes touched has cyclomatic complexity 30 in wm_container.handle_cast at line 138. Frequent change and high complexity in one file compound: schedule the next change to it to include carving out the part being edited, with the area under test before it moves. Counted over 2026-07-01..2026-09-29, the 90 days ending at the analysed commit. Reproduce with `git log --since='2026-07-01 17:35:21 +00:00' --until='2026-09-29 17:35:21 +00:00' --full-history --no-merges -- src/srv/container/wm_container.erl`: merges are excluded because a merge re-states changes already counted at their own commits, and history is NOT path-simplified because a change that reached the file through a merged branch is still a change to it. That command counts raw commits and can read HIGHER than this row, which counts a cherry-picked re-land, and a revert together with the commit it undoes, once each — a difference of several commits on a file whose history was re-landed or reverted inside the window.
Hotspot: src/srv/user/wm_jobscript.erl src/srv/user/wm_jobscript.erl:93— src/srv/user/wm_jobscript.erl changed 4 times in last 90 days, and the most complex body those changes touched has cyclomatic complexity 35 in wm_jobscript.parse_line at line 93. 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, make sure the area it touches is under test, 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. Counted over 2026-07-01..2026-09-29, the 90 days ending at the analysed commit. Reproduce with `git log --since='2026-07-01 17:35:21 +00:00' --until='2026-09-29 17:35:21 +00:00' --full-history --no-merges -- src/srv/user/wm_jobscript.erl`: merges are excluded because a merge re-states changes already counted at their own commits, and history is NOT path-simplified because a change that reached the file through a merged branch is still a change to it. That command counts raw commits and can read HIGHER than this row, which counts a cherry-picked re-land, and a revert together with the commit it undoes, once each — a difference of several commits on a file whose history was re-landed or reverted inside the window.
Hotspot: src/lib/wm_topology.erl src/lib/wm_topology.erl:145— src/lib/wm_topology.erl changed 6 times in last 90 days, and the most complex body those changes touched has cyclomatic complexity 22 in wm_topology.handle_call at line 145. 1 of those changes was a fix/bug commit, and the other 5 changed it for other reasons — this file is under both repair and feature pressure. Before the next change lands here, make sure the area it touches is under test, 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. Counted over 2026-07-01..2026-09-29, the 90 days ending at the analysed commit. Reproduce with `git log --since='2026-07-01 17:35:21 +00:00' --until='2026-09-29 17:35:21 +00:00' --full-history --no-merges -- src/lib/wm_topology.erl`: merges are excluded because a merge re-states changes already counted at their own commits, and history is NOT path-simplified because a change that reached the file through a merged branch is still a change to it. That command counts raw commits and can read HIGHER than this row, which counts a cherry-picked re-land, and a revert together with the commit it undoes, once each — a difference of several commits on a file whose history was re-landed or reverted inside the window.
Hotspot: src/srv/container/wm_podman_client.erl src/srv/container/wm_podman_client.erl:173— src/srv/container/wm_podman_client.erl changed 3 times in last 90 days, and the most complex body those changes touched has cyclomatic complexity 19 in wm_podman_client.handle_info at line 173. 1 of those changes was a fix/bug commit, and the other 2 changed it for other reasons — this file is under both repair and feature pressure. Before the next change lands here, make sure the area it touches is under test, 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. Counted over 2026-07-01..2026-09-29, the 90 days ending at the analysed commit. Reproduce with `git log --since='2026-07-01 17:35:21 +00:00' --until='2026-09-29 17:35:21 +00:00' --full-history --no-merges -- src/srv/container/wm_podman_client.erl`: merges are excluded because a merge re-states changes already counted at their own commits, and history is NOT path-simplified because a change that reached the file through a merged branch is still a change to it. That command counts raw commits and can read HIGHER than this row, which counts a cherry-picked re-land, and a revert together with the commit it undoes, once each — a difference of several commits on a file whose history was re-landed or reverted inside the window.
Hotspot: src/lib/wm_commit.erl src/lib/wm_commit.erl:260— src/lib/wm_commit.erl changed 2 times in last 90 days, and the most complex body those changes touched has cyclomatic complexity 21 in wm_commit.recovering at line 260. 1 of those changes was a fix/bug commit, and the other 1 changed it for other reasons — this file is under both repair and feature pressure. Before the next change lands here, make sure the area it touches is under test, 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. Counted over 2026-07-01..2026-09-29, the 90 days ending at the analysed commit. Reproduce with `git log --since='2026-07-01 17:35:21 +00:00' --until='2026-09-29 17:35:21 +00:00' --full-history --no-merges -- src/lib/wm_commit.erl`: merges are excluded because a merge re-states changes already counted at their own commits, and history is NOT path-simplified because a change that reached the file through a merged branch is still a change to it. That command counts raw commits and can read HIGHER than this row, which counts a cherry-picked re-land, and a revert together with the commit it undoes, once each — a difference of several commits on a file whose history was re-landed or reverted inside the window.
Duplicated block (6 lines × 2) src/lib/wm_db.erl:605— src/lib/wm_db.erl:605-610 | src/lib/wm_db.erl:615-620 — 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) src/lib/wm_topology.erl:625— src/lib/wm_topology.erl:625-630 | src/lib/wm_topology.erl:645-650 — 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) src/srv/cloud/wm_gate.erl:356— src/srv/cloud/wm_gate.erl:356-361 | src/srv/cloud/wm_gate.erl:403-408 — 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.
Duplicated block (6 lines × 2) src/srv/core/wm_core.erl:133— src/srv/core/wm_core.erl:133-138 | src/srv/scheduler/wm_scheduler.erl:138-143 — 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 (6 lines × 2) src/ctl/wm_ctl.erl:726— src/ctl/wm_ctl.erl:726-731 | src/ctl/wm_ctl.erl:736-741 — 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) src/lib/wm_cert.erl:94— src/lib/wm_cert.erl:94-99 | src/lib/wm_cert.erl:141-146 — 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) src/lib/wm_factory.erl:231— src/lib/wm_factory.erl:231-236 | src/srv/admin/wm_admin.erl:205-210 — 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.
TooManyFunctions: wm_virtres_handler src/srv/cloud/wm_virtres_handler.erl:1— TooManyFunctions — 38 functions. The bar is 30 functions; this is 8 over it, 1.27× the bar. The counted members are a module's functions — a module holds no instance state, so there is no shared data to group them by and no type to move them onto. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no single module carries every responsibility.
TooManyFunctions: wm_mst src/lib/wm_mst.erl:1— TooManyFunctions — 37 functions. The bar is 30 functions; this is 7 over it, 1.23× the bar. The counted members are a module's functions — a module holds no instance state, so there is no shared data to group them by and no type to move them onto. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no single module carries every responsibility.
TooManyFunctions: wm_cert src/lib/wm_cert.erl:1— TooManyFunctions — 34 functions. The bar is 30 functions; this is 4 over it, 1.13× the bar. The counted members are a module's functions — a module holds no instance state, so there is no shared data to group them by and no type to move them onto. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no single module carries every responsibility.
TooManyFunctions: wm_gate src/srv/cloud/wm_gate.erl:1— TooManyFunctions — 32 functions. The bar is 30 functions; this is 2 over it, 1.07× the bar. The counted members are a module's functions — a module holds no instance state, so there is no shared data to group them by and no type to move them onto. To reduce it, extract each cohesive family of functions into a new module of its own and have this one delegate to it, so no single module carries every responsibility.
Duplicated block (7 lines × 2) src/ctl/wm_ctl_cli.erl:360— src/ctl/wm_ctl_cli.erl:360-366 | src/ctl/wm_ctl_cli.erl:409-415 — 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) src/lib/wm_sup.erl:26— src/lib/wm_sup.erl:26-32 | src/lib/wm_sup.erl:35-41 — 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) src/lib/wm_topology.erl:972— src/lib/wm_topology.erl:972-978 | src/lib/wm_topology.erl:1000-1006 — 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) src/net/wm_tcp_server.erl:123— src/net/wm_tcp_server.erl:123-129 | src/net/wm_tcp_server.erl:130-136 — 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) src/lib/wm_commit.erl:361— src/lib/wm_commit.erl:361-365 | src/lib/wm_mst.erl:528-532 — the copies sit in sibling files of one directory, so a shared home is within easy reach: extract the block into a single shared function the call sites can all reach — a file they already depend on, or a new one alongside them — and call it from both call sites, so a change lands once.
Duplicated block (5 lines × 2) src/ctl/wm_ctl_cli.erl:166— src/ctl/wm_ctl_cli.erl:166-170 | src/ctl/wm_ctl_cli.erl:183-187 — 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) src/srv/compute/wm_compute.erl:127— src/srv/compute/wm_compute.erl:127-131 | src/srv/compute/wm_compute.erl:138-142 — 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.
Handler temporal coupling: wm_file_transfer clause `handle_call/3#427` src/net/wm_file_transfer.erl:430— `wm_file_transfer` clause `handle_call/3#427` blocks on a hand-rolled `Pid ! Req, receive Resp` rendezvous awaiting a peer's reply while handling a message — the process is blocked (holding its mailbox) until a peer replies or the sleep elapses. That couples this handler in real time to another process being up and fast, and a mutual call can DEADLOCK. To decouple, reply asynchronously (send-and-continue), or run the round-trip in a throwaway spawned process.
Handler temporal coupling: wm_cloud clause `handle_call/3#52` src/srv/cloud/wm_cloud.erl:54— `wm_cloud` clause `handle_call/3#52` makes a synchronous `gen_server`/`gen_statem:call` round-trip to a peer process while handling a message — the process is blocked (holding its mailbox) until a peer replies or the sleep elapses. That couples this handler in real time to another process being up and fast, and a mutual call can DEADLOCK. To decouple, react by casting a follow-up message (fire-and-forget), or resolve the needed state locally.
Handler temporal coupling: wm_compute clause `handle_timetable/2#174` src/srv/compute/wm_compute.erl:199— `wm_compute` clause `handle_timetable/2#174` makes a synchronous `gen_server`/`gen_statem:call` round-trip to a peer process while handling a message — the process is blocked (holding its mailbox) until a peer replies or the sleep elapses. That couples this handler in real time to another process being up and fast, and a mutual call can DEADLOCK. To decouple, react by casting a follow-up message (fire-and-forget), or resolve the needed state locally.
Duplicated block (9 lines × 2) src/lib/wm_topology.erl:429— src/lib/wm_topology.erl:429-437 | src/lib/wm_topology.erl:480-488 — 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) src/lib/wm_utils.erl:731— src/lib/wm_utils.erl:731-739 | src/net/wm_tcp_server.erl:258-266 — 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 (8 lines × 2) src/ctl/wm_ctl_cli.erl:226— src/ctl/wm_ctl_cli.erl:226-233 | src/ctl/wm_ctl_cli.erl:273-280 — 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) src/lib/wm_event.erl:160— src/lib/wm_event.erl:160-167 | src/lib/wm_event.erl:171-178 — 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 × 4) src/net/wm_ssh_server.erl:104— src/net/wm_ssh_server.erl:104-108 | src/srv/cloud/wm_gate.erl:159-163 | src/srv/http/wm_http.erl:98-102 | src/srv/user/wm_user.erl:104-108 — the copies span different directories, so extracting a shared function means choosing where it lives: put it somewhere all 4 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 4 times.
Duplicated block (5 lines × 4) src/srv/cloud/wm_gate.erl:334— src/srv/cloud/wm_gate.erl:334-339 | src/srv/cloud/wm_gate.erl:381-385 | src/srv/cloud/wm_gate.erl:426-430 | src/srv/cloud/wm_gate.erl:447-452 — all 4 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.
wm_entity.get_type (cyclomatic 252) src/lib/wm_entity.erl:185— wm_entity.get_type has cyclomatic complexity 252 (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.
wm_ctl_cli.print_list (cyclomatic 93) src/ctl/wm_ctl_cli.erl:200— wm_ctl_cli.print_list has cyclomatic complexity 93 (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.
wm_jobscript.parse_line (cyclomatic 35) src/srv/user/wm_jobscript.erl:93— wm_jobscript.parse_line has cyclomatic complexity 35 (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.
wm_file_transfer.handle_call (cyclomatic 33) src/net/wm_file_transfer.erl:400— wm_file_transfer.handle_call 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 (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.
wm_user.handle_request (cyclomatic 32) src/srv/user/wm_user.erl:123— wm_user.handle_request has cyclomatic complexity 32 (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.
wm_container.handle_cast (cyclomatic 30) src/srv/container/wm_container.erl:138— wm_container.handle_cast has cyclomatic complexity 30 (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.
wm_ctl_cli.print_overview (cyclomatic 27) src/ctl/wm_ctl_cli.erl:120— wm_ctl_cli.print_overview 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.
setup-swm-core.get_setup_options (cyclomatic 26) scripts/setup-swm-core.py:470— setup-swm-core.get_setup_options 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.
wm_conf.handle_cast (cyclomatic 23) src/lib/wm_conf.erl:399— wm_conf.handle_cast has cyclomatic complexity 23 (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.
wm_virtres.creating (cyclomatic 22) src/srv/cloud/wm_virtres.erl:204— wm_virtres.creating has cyclomatic complexity 22 (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.
wm_db.handle_cast (cyclomatic 21) src/lib/wm_db.erl:310— wm_db.handle_cast has cyclomatic complexity 21 (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.
wm_gate_parsers.fill_partition_param (cyclomatic 21) src/srv/cloud/wm_gate_parsers.erl:219— wm_gate_parsers.fill_partition_param has cyclomatic complexity 21 (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.
wm_ctl.global (cyclomatic 20) src/ctl/wm_ctl.erl:318— wm_ctl.global has cyclomatic complexity 20 (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.
wm_api.cast_all_nodes_process (cyclomatic 19) src/lib/wm_api.erl:187— wm_api.cast_all_nodes_process 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.
wm_topology.do_make_rh (cyclomatic 18) src/lib/wm_topology.erl:388— wm_topology.do_make_rh has cyclomatic complexity 18 (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. This is NOT this file's highest cyclomatic complexity: wm_topology.handle_call (cyclomatic 22) is higher and carries no row of its own — it was excluded as a flat dispatcher (a long switch/match over independent cases: many branches, almost no nesting), which this dimension does not treat as a refactor obligation. It is named here so the ranking you see in this file is not mistaken for the whole of it; the excluded function is counted neither in this dimension's figures nor in its score.
wm_file_transfer.do_copy_files (cyclomatic 17) src/net/wm_file_transfer.erl:784— wm_file_transfer.do_copy_files 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.
wm_file_transfer.process_directory (cyclomatic 16) src/net/wm_file_transfer.erl:1000— wm_file_transfer.process_directory has cyclomatic complexity 16 (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.
wm_core.handle_event (cyclomatic 16) src/srv/core/wm_core.erl:210— wm_core.handle_event has cyclomatic complexity 16 (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.
skyport-container-prompt.run_supervisord (cyclomatic 16) scripts/skyport-container-prompt.py:202— skyport-container-prompt.run_supervisord has cyclomatic complexity 16 (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.
D12 · Dependency Hygiene· Dependency not covered by the lockfile · ×1
Dependency not covered by the lockfile: katana_code — `katana_code` is declared in rebar.config but has no entry in the committed `REDACTED`, so its version is resolved rather than pinned. Run `rebar3 compile` and commit the updated lockfile.
setup-swm-core.get_setup_options (cognitive 42) scripts/setup-swm-core.py:470— setup-swm-core.get_setup_options has cognitive complexity 42 (threshold 15). Drivers by points: if/else 19 (34 pts), boolean chains 4, error handling 1 (2 pts), loops 1 (2 pts) (nesting depth added 17). To reduce it, split the body into named stages: move each independent step or branch into its own named function so the body reads as a short sequence of named calls rather than one long body.
wm_ctl_cli.print_list (cognitive 37) src/ctl/wm_ctl_cli.erl:200— wm_ctl_cli.print_list has cognitive complexity 37 (threshold 15). Drivers by points: match/switch 36, loops 1. 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_topology.do_make_rh (cognitive 35) src/lib/wm_topology.erl:388— wm_topology.do_make_rh has cognitive complexity 35 (threshold 15). Drivers by points: match/switch 26 (34 pts), boolean chains 1 (nesting depth added 8). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_file_transfer.do_copy_files (cognitive 29) src/net/wm_file_transfer.erl:784— wm_file_transfer.do_copy_files has cognitive complexity 29 (threshold 15). Drivers by points: match/switch 15 (28 pts), boolean chains 1 (nesting depth added 13). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_api.cast_all_nodes_process (cognitive 27) src/lib/wm_api.erl:187— wm_api.cast_all_nodes_process has cognitive complexity 27 (threshold 15). Drivers by points: match/switch 15 (26 pts), loops 1 (nesting depth added 11). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_entity.get_type (cognitive 26) src/lib/wm_entity.erl:185— wm_entity.get_type has cognitive complexity 26 (threshold 15). Drivers by points: match/switch 26. 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_ssh_sftp_ext.command (cognitive 26) src/net/wm_ssh_sftp_ext.erl:19— wm_ssh_sftp_ext.command has cognitive complexity 26 (threshold 15). Drivers by points: match/switch 12 (24 pts), error handling 1 (2 pts) (nesting depth added 13). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
setup-swm-core.prune_worker_release (cognitive 25) scripts/setup-swm-core.py:823— setup-swm-core.prune_worker_release has cognitive complexity 25 (threshold 15). Drivers by points: loops 8 (14 pts), if/else 5 (11 pts) (nesting depth added 12). To reduce it, break up the iteration: give each loop body a named function, and split a multi-phase loop into one function per phase so no single body carries the whole pipeline.
wm_conf.select_my_relative_address (cognitive 24) src/lib/wm_conf.erl:195— wm_conf.select_my_relative_address has cognitive complexity 24 (threshold 15). Drivers by points: match/switch 9 (24 pts) (nesting depth added 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_topology.path_from_indexed_routes (cognitive 24) src/lib/wm_topology.erl:828— wm_topology.path_from_indexed_routes has cognitive complexity 24 (threshold 15). Drivers by points: match/switch 8 (23 pts), boolean chains 1 (nesting depth added 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_file_transfer.handle_call (cognitive 24) src/net/wm_file_transfer.erl:400— wm_file_transfer.handle_call has cognitive complexity 24 (threshold 15). Drivers by points: match/switch 12 (16 pts), if/else 1 (4 pts), loops 1 (3 pts), boolean chains 1 (nesting depth added 9). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_cloud.handle_retrieved_flavors (cognitive 24) src/srv/cloud/wm_cloud.erl:180— wm_cloud.handle_retrieved_flavors has cognitive complexity 24 (threshold 15). Drivers by points: match/switch 11 (18 pts), loops 2 (5 pts), boolean chains 1 (nesting depth added 10). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_pmix.launch_ranks (cognitive 24) src/srv/compute/wm_pmix.erl:630— wm_pmix.launch_ranks has cognitive complexity 24 (threshold 15). Drivers by points: match/switch 15 (24 pts) (nesting depth added 9). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_container.handle_cast (cognitive 23) src/srv/container/wm_container.erl:138— wm_container.handle_cast has cognitive complexity 23 (threshold 15). Drivers by points: match/switch 9 (11 pts), boolean chains 6, error handling 3 (4 pts), loops 1 (2 pts) (nesting depth added 4). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_file_transfer.process_directory (cognitive 22) src/net/wm_file_transfer.erl:1000— wm_file_transfer.process_directory has cognitive complexity 22 (threshold 15). Drivers by points: match/switch 19 (22 pts) (nesting depth added 3). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_user.handle_request (cognitive 22) src/srv/user/wm_user.erl:123— wm_user.handle_request has cognitive complexity 22 (threshold 15). Drivers by points: match/switch 11 (14 pts), loops 3 (4 pts), error handling 1 (3 pts), boolean chains 1 (nesting depth added 6). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
skyport-container-prompt.main (cognitive 22) scripts/skyport-container-prompt.py:379— skyport-container-prompt.main has cognitive complexity 22 (threshold 15). Drivers by points: if/else 17 (22 pts) (nesting depth added 5). To reduce it, split the body: most of this score is breadth rather than depth — checks laid out side by side rather than stacked — so group the statements between the checks into named steps and move each step into its own function. Some of it IS depth: where a check sits inside another whose only job is to reach it, merge the two into one condition, and where an else follows a branch that already returns, drop the trailing else and let the rest of the body continue at one level.
wm_db.do_get_global (cognitive 21) src/lib/wm_db.erl:950— wm_db.do_get_global has cognitive complexity 21 (threshold 15). Drivers by points: if/else 3 (9 pts), loops 3 (6 pts), error handling 3, match/switch 2 (3 pts) (nesting depth added 10). To reduce it, split the body into named stages: move each independent step or branch into its own named function so the body reads as a short sequence of named calls rather than one long body.
wm_tcp_server.loop (cognitive 21) src/net/wm_tcp_server.erl:193— wm_tcp_server.loop has cognitive complexity 21 (threshold 15). Drivers by points: match/switch 7 (19 pts), error handling 2 (nesting depth added 12). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
skyport-container-prompt.run_supervisord (cognitive 19) scripts/skyport-container-prompt.py:202— skyport-container-prompt.run_supervisord has cognitive complexity 19 (threshold 15). Drivers by points: if/else 7 (11 pts), ternaries 4, error handling 2, boolean chains 1, loops 1 (nesting depth added 4). To reduce it, split the body into named stages: move each independent step or branch into its own named function so the body reads as a short sequence of named calls rather than one long body.
wm_file_utils.delete_directory_ll (cognitive 18) src/lib/wm_file_utils.erl:249— wm_file_utils.delete_directory_ll has cognitive complexity 18 (threshold 15). Drivers by points: match/switch 6 (18 pts) (nesting depth added 12). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_topology.get_my_children (cognitive 18) src/lib/wm_topology.erl:556— wm_topology.get_my_children has cognitive complexity 18 (threshold 15). Drivers by points: match/switch 8 (18 pts) (nesting depth added 10). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_ctl.global (cognitive 17) src/ctl/wm_ctl.erl:318— wm_ctl.global has cognitive complexity 17 (threshold 15). Drivers by points: match/switch 7 (11 pts), loops 2 (6 pts) (nesting depth added 8). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_rpc.get_next_destination_general (cognitive 17) src/net/wm_rpc.erl:229— wm_rpc.get_next_destination_general has cognitive complexity 17 (threshold 15). Drivers by points: match/switch 5 (15 pts), boolean chains 2 (nesting depth added 10). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
skyport-container-prompt.ensure_worker_exists (cognitive 17) scripts/skyport-container-prompt.py:167— skyport-container-prompt.ensure_worker_exists has cognitive complexity 17 (threshold 15). Drivers by points: if/else 6 (13 pts), error handling 2, boolean chains 1, loops 1 (nesting depth added 7). To reduce it, split the body into named stages: move each independent step or branch into its own named function so the body reads as a short sequence of named calls rather than one long body.
wm_db.do_get_address (cognitive 16) src/lib/wm_db.erl:1011— wm_db.do_get_address has cognitive complexity 16 (threshold 15). Drivers by points: if/else 3 (9 pts), loops 2 (4 pts), match/switch 3 (nesting depth added 8). The drivers above price the dispatch low by construction — a dispatch is charged once however many cases it lists, while each branch inside an arm is charged in full — so most of this count is what the case bodies hold, and the arms are where it can be reduced. 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_pmix.do_start_rank_local (cognitive 16) src/srv/compute/wm_pmix.erl:793— wm_pmix.do_start_rank_local has cognitive complexity 16 (threshold 15). Drivers by points: match/switch 10 (13 pts), error handling 1 (3 pts) (nesting depth added 5). 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. Keep every case explicit, and make the behaviour for cases you do not list a deliberate choice rather than an accident.
wm_jobscript.parse_line (cognitive 16) src/srv/user/wm_jobscript.erl:93— wm_jobscript.parse_line has cognitive complexity 16 (threshold 15). Drivers by points: boolean chains 15, loops 1. To reduce it, name the conditions — but note WHERE they are: these tests sit in guard sequences, and a guard is a restricted expression sublanguage that allows neither binding a local nor calling a function you wrote, so neither of those moves is available in place. Move the decision out of the guard instead: keep one clause with a permissive guard, compute the compound test in the body through named predicate functions, and dispatch on their result. Where the clauses genuinely differ by pattern rather than by test, keep the patterns and lift only the comma-conjunctions.
Change coupling: wm_cloud.erl ↔ wm_virtres_handler.erl src/srv/cloud/wm_cloud.erl— `src/srv/cloud/wm_cloud.erl` and `src/srv/cloud/wm_virtres_handler.erl` 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 — a repo-wide or module-wide sweep is evidence about the sweep rather than about any pair inside it and is left out of BOTH sides of this ratio, while a dependency bump, a formatter/rename sweep, or a commit whose edit to one of the two files was a tool directive such as //go:generate or whitespace only is left out of the shared count ONLY, so the two sides are not taken over identical commit sets) with no explicit dependency between them. They sit in the same directory, but in this ecosystem each file is its own module — a sibling reference still needs an import — so the missing import edge is real: the coupling runs through shared behaviour, not a declared dependency. If they duplicate structure, extract the common part into one unit; otherwise the coupling is hidden and worth breaking. You can check this without leaving the row: of the 7 shared commits counted here, the most recent 3 are `44837603` Do not send credentials to gates (they will manage their own credenti…; `d045ba76` Fix topology creation when a cloud partition is added; `6c8bc6c7` Improve image management — run `git show` on any of them.
D4 · Code Duplication· Members sharing a duplicated core (4 members, 50+ identical tokens) · ×1
Members sharing a duplicated core (4 members, 50+ identical tokens) src/net/wm_ssh_server.erl:103— src/net/wm_ssh_server.erl:103-108 | src/srv/cloud/wm_gate.erl:158-163 | src/srv/http/wm_http.erl:97-102 | src/srv/user/wm_user.erl:103-108 — These 4 members share a duplicated core: a run of at least 50 identical tokens appears in every one of them. That run is NOT broken out as duplicated-block rows below — it is what admitted this row, and the blocks below cover only the part of it that clears the block floor, so they understate the correspondence. Read the members as one construct written 4 times. The repair is at the members' grain — factor the shared implementation out once and have all of them call it with their differences as parameters or as an injected step, or, where the difference is systematic, generate them from one template. Extracting the individual blocks below is not the same fix: it leaves every body in place and the next edit still has to be made 4 times.
Duplicated block (15 lines × 2) src/lib/wm_topology.erl:978— src/lib/wm_topology.erl:978-992 | src/lib/wm_topology.erl:1009-1023 — 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) src/srv/user/wm_user.erl:190— src/srv/user/wm_user.erl:190-203 | src/srv/user/wm_user.erl:211-224 — 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 (12–13 lines × 2) src/net/wm_file_transfer.erl:579— src/net/wm_file_transfer.erl:579-590 | src/net/wm_file_transfer.erl:595-607 — 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 (9–10 lines × 2) src/net/wm_file_transfer.erl:802— src/net/wm_file_transfer.erl:802-811 | src/net/wm_file_transfer.erl:824-832 — 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 (6–7 lines × 2) src/net/wm_file_transfer.erl:253— src/net/wm_file_transfer.erl:253-259 | src/net/wm_file_transfer.erl:263-268 — 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.
Duplicated block (6 lines × 4) src/ctl/wm_ctl_cli.erl:344— src/ctl/wm_ctl_cli.erl:344-349 | src/ctl/wm_ctl_cli.erl:360-365 | src/ctl/wm_ctl_cli.erl:409-414 | src/ctl/wm_ctl_cli.erl:428-433 — all 4 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.
Duplicated block (5 lines × 5) src/ctl/wm_ctl_cli.erl:344— src/ctl/wm_ctl_cli.erl:344-348 | src/ctl/wm_ctl_cli.erl:360-364 | src/ctl/wm_ctl_cli.erl:376-380 | src/ctl/wm_ctl_cli.erl:409-413 | src/ctl/wm_ctl_cli.erl:428-432 — all 5 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.
Duplicated block (5 lines × 8) src/ctl/wm_ctl_cli.erl:344— src/ctl/wm_ctl_cli.erl:344-348 | src/ctl/wm_ctl_cli.erl:360-364 | src/ctl/wm_ctl_cli.erl:376-380 | src/ctl/wm_ctl_cli.erl:398-402 | src/ctl/wm_ctl_cli.erl:409-413 | src/ctl/wm_ctl_cli.erl:428-432 | src/ctl/wm_ctl_cli.erl:441-445 | src/ctl/wm_ctl_cli.erl:468-472 — all 8 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.
Duplicated block (19 lines × 2) scripts/skyport-container-prompt.py:68— scripts/skyport-container-prompt.py:68-86 | scripts/skyport-container-prompt.py:90-108 — 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 (8–9 lines × 2) scripts/setup-swm-core.py:347— scripts/setup-swm-core.py:347-355 | scripts/setup-swm-core.py:377-384 — 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.
Third-party script without Subresource Integrity priv/webui/connections.html:53— `//d3js.org/d3.v3.min.js` is executed by this page with no Subresource Integrity. Whoever can answer that request — the CDN, anyone who compromises it, anyone on the network path — runs arbitrary script in this page's origin, with its session. The URL also names no version, so it resolves to whatever that origin serves at fetch time — the executed bytes can change with nobody touching this repository.
No ADRs found — No ADRs found. No recognised ADR directory (`docs/adr/`, `docs/decisions/`, `adr/`, `docs/rfcs/`, an `ADR0001/` folder, or their siblings) exists anywhere in this tree. What was searched, so you can tell an empty log from a search that missed one: every directory under the tree (build output, dependencies and VCS metadata excepted), for a document that is either any non-index page inside a recognised ADR directory, whatever its name and however deeply nested (`docs/adr/use-postgres.md`, `docs/adr/2024/0001-x.md`); or a file anywhere whose name is ADR-shaped (`0001-use-postgres.md`, `adr-012-caching.md`); or, when neither turned anything up, a document carrying the decision-record signature (an "Architecture Decision Record" heading, or Status / Context / Decision / Consequences as section headings). A decision log that clears none of these — unnumbered files outside any recognised directory, without those headings — is not seen by this check and this row is then wrong. If that is your case, say so rather than renaming anything; otherwise, consider recording architectural decisions in `docs/adr/`.
D26 · Project Cohesion· Projects may be oversized for their cohesion · ×1
Projects may be oversized for their cohesion — 1 of 1 project(s) overshoot their size bounds, lowering Project Cohesion to 0.0/10. The most over is `(repository root)` (23706 LoC, 1297 module-visible types across 19 directories). Review these for cohesion — draw the boundary inside the module first (group each responsibility into its own package or directory and keep the cross-boundary members non-public), since splitting a published package moves types between packages and breaks consumers.
No ADRs — No Architecture Decision Records found — no conventional ADR directory, no numbered `NNNN-title` documents in any markup this check reads, and nothing ADR-shaped by content. Design rationale recorded elsewhere (a design-notes tree, a mailing list, pull-request discussion) is not visible to this check and is not re-findable per decision, so a future maintainer cannot ask why one choice was made and get an answer.
No changelog — No CHANGELOG/HISTORY/RELEASES file — what shipped when isn't easy to reconstruct for support or audit. (Versioning/tagging makes releases traceable, but a changelog records the what.)
Outdated: cowboy — `cowboy` is declared `"2.13.0"` in rebar.config and pinned there by the committed REDACTED, but 2.19.0 is the current stable release on hex.pm — so this repository is behind by the version it names itself. rebar3 resolves an exact requirement to that exact release, so the remedy is to raise the declaration in rebar.config and re-run `rebar3 upgrade cowboy`, committing the updated REDACTED.
Outdated: cowlib — `cowlib` is declared `"2.15.0"` in rebar.config and pinned there by the committed REDACTED, but 2.20.0 is the current stable release on hex.pm — so this repository is behind by the version it names itself. rebar3 resolves an exact requirement to that exact release, so the remedy is to raise the declaration in rebar.config and re-run `rebar3 upgrade cowlib`, committing the updated REDACTED.
Outdated: folsom — `folsom` is declared `"0.8.5"` in rebar.config and pinned there by the committed REDACTED, but 1.1.0 is the current stable release on hex.pm — so this repository is behind by the version it names itself. This crosses a major version. rebar3 resolves an exact requirement to that exact release, so the remedy is to raise the declaration in rebar.config and re-run `rebar3 upgrade folsom`, committing the updated REDACTED.
Outdated: gun — `gun` is declared `"2.2.0"` in rebar.config and pinned there by the committed REDACTED, but 2.6.0 is the current stable release on hex.pm — so this repository is behind by the version it names itself. rebar3 resolves an exact requirement to that exact release, so the remedy is to raise the declaration in rebar.config and re-run `rebar3 upgrade gun`, committing the updated REDACTED.
Outdated: jwalk — `jwalk` is declared `"1.1.3"` in rebar.config and pinned there by the committed REDACTED, but 1.2.0 is the current stable release on hex.pm — so this repository is behind by the version it names itself. rebar3 resolves an exact requirement to that exact release, so the remedy is to raise the declaration in rebar.config and re-run `rebar3 upgrade jwalk`, committing the updated REDACTED.
Outdated: meck — `meck` is declared `"0.8.12"` in rebar.config and pinned there by the committed REDACTED, but 1.2.0 is the current stable release on hex.pm — so this repository is behind by the version it names itself. This crosses a major version. rebar3 resolves an exact requirement to that exact release, so the remedy is to raise the declaration in rebar.config and re-run `rebar3 upgrade meck`, committing the updated REDACTED.
Outdated: ranch — `ranch` is locked at 2.2.0 but 2.3.0 is the current stable release on hex.pm, and it already satisfies the `"< 3.0.0"` requirement declared in rebar.config — so the lockfile is behind this repository's own declared range. Run `rebar3 upgrade ranch` and commit the updated REDACTED.
Outdated: recon — `recon` is declared `"2.3.2"` in rebar.config and pinned there by the committed REDACTED, but 2.5.6 is the current stable release on hex.pm — so this repository is behind by the version it names itself. rebar3 resolves an exact requirement to that exact release, so the remedy is to raise the declaration in rebar.config and re-run `rebar3 upgrade recon`, committing the updated REDACTED.
Appendix B — Reproduction & audit trail
Every external tool invocation behind a deep-scan dimension — the tool, its captured version, the exact command, how many findings it yielded, and a link to the retained raw output. To reproduce any finding: check out the same commit and run the command shown (repo-relative — never an absolute scratch path). The complete raw scanner output is retained verbatim under artifacts/raw/ (indexed in artifacts/raw/index.json); per-invocation exit codes and wall-clock durations are in sidecar.json — kept out of this table so the rendered report stays byte-identical across runs of the same commit.
semgrep: not applicable — No personal data was found crossing a boundary the PII/GDPR ruleset checks — nothing written to a log or console sink, placed in a URL or query string, or persisted to browser storage. That is a clean result for the LEAK surface only: this ruleset detects personal data escaping, it does not inventory the personal data a repository holds, so it is not evidence that this repository has no personal-data surface. The personal-data map (Appendix C) and the C1-C5 compliance cards are what speak to that.
provenance: not applicable — The CI pipeline builds and tests but publishes no released artifact — no package publish, container push, GitHub release or deployment step. Supply-chain provenance, signing and SBOM attest RELEASED artifacts, so there is nothing to attest here. Add them to the release pipeline when this repo starts shipping artifacts (a published package, a container image, a deployed service or a tagged release).
disclosure: not applicable — 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.
runtime-hardening: not applicable — 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.
runtime-hardening: not applicable — 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.
runtime-hardening: not applicable — 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.
Run 01a0fe28-6832-7cdc-8dff-19a87b580ed6 · every finding is also locatable in findings.md, and the complete scoring record (with exit codes + durations) in sidecar.json.
Issues: 78 · Warnings: 138 · Recommendations: 6 · Info: 8 — Appendix A · all findings · full markdown report.
Generated by Watchdog — deterministic code-health analysis. 02-10-2026 @ 19:47 UTC.
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.