Every survey whose owner chose to publish it, with the score exactly as it was measured. The number is reproducible from the evidence and the rubric it was scored under.
103 of 4862 published surveys, 103 with the full report retained
| Repository | Languages | CAI | Band | Surveys | Published | |
|---|---|---|---|---|---|---|
| Unfold CanineCC/unfold.canine.dev |
C#Python | 77.2 | Strong | 19 | 2026-10-27 | Read the survey → |
| pandas-dev/pandas pandas-dev/pandas |
Python | 64.7 | Adequate | 6 | 2026-10-27 | Read the survey → |
| benoitc/hornbeam benoitc/hornbeam |
ErlangPythonJavaScript | 63.7 | Adequate | 4 | 2026-10-30 | Read the survey → |
| MemPalace/mempalace MemPalace/mempalace |
Python | 62.4 | Adequate | 5 | 2026-10-25 | Read the survey → |
| ScottArbeit/Grace ScottArbeit/Grace |
F#PythonRust | 62.3 | Adequate | 6 | 2026-10-23 | Read the survey → |
| google/magika google/magika |
RustPythonTypeScript | 62.0 | Adequate | 4 | 2026-10-27 | Read the survey → |
| mingrammer/diagrams mingrammer/diagrams |
TypeScriptPython | 61.5 | Adequate | 5 | 2026-10-25 | Read the survey → |
| streamlit/streamlit streamlit/streamlit |
PythonTypeScript | 57.8 | Adequate | 5 | 2026-10-25 | Read the survey → |
| whiteducksoftware/flock whiteducksoftware/flock |
PythonTypeScript | 57.3 | Adequate | 7 | 2026-10-22 | Read the survey → |
| cilium/cilium cilium/cilium |
PythonGoJavaScript | 56.8 | Adequate | 5 | 2026-10-24 | Read the survey → |
| jax-ml/jax jax-ml/jax |
PythonCpp | 56.7 | Adequate | 5 | 2026-10-25 | Read the survey → |
| Orange-OpenSource/hurl Orange-OpenSource/hurl |
PythonRustJavaScript | 56.5 | Adequate | 5 | 2026-10-26 | Read the survey → |
| zylon-ai/private-gpt zylon-ai/private-gpt |
Python | 56.3 | Adequate | 5 | 2026-10-25 | Read the survey → |
| JuliusBrussee/caveman JuliusBrussee/caveman |
GoTypeScriptJavaScriptPython | 56.2 | Adequate | 6 | 2026-10-24 | Read the survey → |
| elsa-workflows/elsa-core elsa-workflows/elsa-core |
C#Python | 56.1 | Adequate | 4 | 2026-10-09 | Read the survey → |
| run-llama/liteparse run-llama/liteparse |
RustPython | 55.3 | Adequate | 4 | 2026-10-27 | Read the survey → |
| feder-cr/AIHawk feder-cr/AIHawk |
TypeScriptPythonGo | 55.1 | Adequate | 3 | 2026-10-20 | Read the survey → |
| deepset-ai/haystack deepset-ai/haystack |
Python | 55.0 | Adequate | 3 | 2026-10-20 | Read the survey → |
| RustPython/RustPython RustPython/RustPython |
RustPython | 54.0 | Adequate | 6 | 2026-10-26 | Read the survey → |
| run-llama/llama-agents run-llama/llama-agents |
PythonGo | 53.7 | Adequate | 8 | 2026-10-22 | Read the survey → |
| oraios/serena oraios/serena |
Python | 53.5 | Adequate | 3 | 2026-10-20 | Read the survey → |
| vortico/flama vortico/flama |
PythonRustTypeScript | 53.3 | Adequate | 9 | 2026-10-22 | Read the survey → |
| apache/airflow apache/airflow |
PythonTypeScript | 52.7 | Adequate | 4 | 2026-10-25 | Read the survey → |
| hugohe3/ppt-master hugohe3/ppt-master |
Python | 52.7 | Adequate | 6 | 2026-10-25 | Read the survey → |
| Duragraph/duragraph Duragraph/duragraph |
GoPython | 52.7 | Adequate | 6 | 2026-10-22 | Read the survey → |
| affaan-m/ECC affaan-m/ECC |
JavaScriptRustPython | 52.3 | Adequate | 6 | 2026-10-24 | Read the survey → |
| HKUDS/nanobot HKUDS/nanobot |
PythonTypeScript | 52.2 | Adequate | 5 | 2026-10-25 | Read the survey → |
| maksimzayats/specx maksimzayats/specx |
PythonTypeScript | 52.0 | Adequate | 7 | 2026-10-22 | Read the survey → |
| chroma-core/chroma chroma-core/chroma |
RustPython | 51.9 | Adequate | 6 | 2026-10-26 | Read the survey → |
| sndnv/stasis sndnv/stasis |
ScalaKotlinDartPython | 51.9 | Adequate | 3 | 2026-10-21 | Read the survey → |
| feathr-ai/feathr feathr-ai/feathr |
ScalaJavaPythonTypeScript | 51.2 | Adequate | 7 | 2026-10-26 | Read the survey → |
| ruvnet/RuView ruvnet/RuView |
RustJavaScriptPythonTypeScript | 51.0 | Adequate | 6 | 2026-10-25 | Read the survey → |
| danielmiessler/Fabric danielmiessler/Fabric |
GoTypeScriptPython | 50.8 | Adequate | 7 | 2026-10-23 | Read the survey → |
| SebastienDegodez/copilot-instructions SebastienDegodez/copilot-instructions |
TypeScriptPythonC# | 50.7 | Adequate | 5 | 2026-10-22 | Read the survey → |
| django/django django/django |
Python | 50.2 | Adequate | 5 | 2026-10-23 | Read the survey → |
| Graphify-Labs/graphify Graphify-Labs/graphify |
Python | 50.1 | Adequate | 5 | 2026-10-25 | Read the survey → |
| xg-gh-25/SwarmAI xg-gh-25/SwarmAI |
PythonTypeScript | 49.9 | Weak | 4 | 2026-10-22 | Read the survey → |
| langflow-ai/langflow langflow-ai/langflow |
PythonTypeScriptJavaScript | 49.0 | Weak | 4 | 2026-10-25 | Read the survey → |
| Egonex-AI/Understand-Anything Egonex-AI/Understand-Anything |
TypeScriptJavaScriptPython | 48.4 | Weak | 7 | 2026-10-26 | Read the survey → |
| agno-agi/agno agno-agi/agno |
Python | 48.4 | Weak | 5 | 2026-10-25 | Read the survey → |
| commaai/openpilot commaai/openpilot |
PythonCppC | 48.4 | Weak | 4 | 2026-10-25 | Read the survey → |
| ShahriyarR/hexagonal-flask-blog-tutorial ShahriyarR/hexagonal-flask-blog-tutorial |
Python | 47.2 | Weak | 4 | 2026-10-21 | Read the survey → |
| nextlevelbuilder/ui-ux-pro-max-skill nextlevelbuilder/ui-ux-pro-max-skill |
PythonTypeScriptJavaScript | 46.9 | Weak | 6 | 2026-10-25 | Read the survey → |
| ray-project/ray ray-project/ray |
PythonCppC | 46.6 | Weak | 6 | 2026-10-25 | Read the survey → |
| mudler/LocalAI mudler/LocalAI |
GoJavaScriptPython | 46.6 | Weak | 6 | 2026-10-24 | Read the survey → |
| NousResearch/hermes-agent NousResearch/hermes-agent |
PythonTypeScript | 46.5 | Weak | 4 | 2026-10-25 | Read the survey → |
| unslothai/unsloth unslothai/unsloth |
PythonTypeScript | 46.4 | Weak | 5 | 2026-10-25 | Read the survey → |
| mlflow/mlflow mlflow/mlflow |
PythonTypeScript | 46.4 | Weak | 2 | 2026-10-04 | Read the survey → |
| AlexsJones/llmfit AlexsJones/llmfit |
RustPythonJavaScript | 46.0 | Weak | 6 | 2026-10-26 | Read the survey → |
| gradio-app/gradio gradio-app/gradio |
TypeScriptPython | 46.0 | Weak | 5 | 2026-10-25 | Read the survey → |
| HKUDS/LightRAG HKUDS/LightRAG |
PythonTypeScript | 46.0 | Weak | 5 | 2026-10-25 | Read the survey → |
| lubaskinc0de/loyalty lubaskinc0de/loyalty |
Python | 46.0 | Weak | 6 | 2026-10-22 | Read the survey → |
| Genesis-Embodied-AI/genesis-world Genesis-Embodied-AI/genesis-world |
Python | 45.7 | Weak | 3 | 2026-10-20 | Read the survey → |
| squidfunk/mkdocs-material squidfunk/mkdocs-material |
PythonTypeScript | 45.1 | Weak | 3 | 2026-10-20 | Read the survey → |
| blakeblackshear/frigate blakeblackshear/frigate |
TypeScriptPython | 44.9 | Weak | 7 | 2026-10-26 | Read the survey → |
| StarkNitish/NexusOS StarkNitish/NexusOS |
TypeScriptJavaScriptPython | 44.8 | Weak | 8 | 2026-10-22 | Read the survey → |
| snowplow/snowplow snowplow/snowplow |
ScalaPythonJavaScript | 44.1 | Weak | 7 | 2026-10-23 | Read the survey → |
| geekcomputers/Python geekcomputers/Python |
Python | 43.9 | Weak | 4 | 2026-10-25 | Read the survey → |
| ZhuLinsen/daily_stock_analysis ZhuLinsen/daily_stock_analysis |
PythonTypeScript | 43.6 | Weak | 7 | 2026-10-25 | Read the survey → |
| apache/spark apache/spark |
ScalaPythonJava | 43.3 | Weak | 5 | 2026-10-26 | Read the survey → |
| mpanaryin/job_scope mpanaryin/job_scope |
Python | 43.3 | Weak | 4 | 2026-10-21 | Read the survey → |
| pyrevitlabs/Revit-Journal-Maker pyrevitlabs/Revit-Journal-Maker |
VbaPython | 43.2 | Weak | 3 | 2026-10-21 | Read the survey → |
| mkdocs/mkdocs mkdocs/mkdocs |
PythonJavaScript | 43.2 | Weak | 3 | 2026-10-20 | Read the survey → |
| getredash/redash getredash/redash |
JavaScriptPythonTypeScript | 43.2 | Weak | 3 | 2026-10-20 | Read the survey → |
| mitmproxy/mitmproxy mitmproxy/mitmproxy |
PythonTypeScript | 43.0 | Weak | 6 | 2026-10-25 | Read the survey → |
| collabnix/kubelabs collabnix/kubelabs |
PythonJavaScript | 42.8 | Weak | 3 | 2026-10-21 | Read the survey → |
| zarazhangrui/frontend-slides zarazhangrui/frontend-slides |
JavaScriptPython | 42.5 | Weak | 5 | 2026-10-24 | Read the survey → |
| festinalli/BankMore-Challenge festinalli/BankMore-Challenge |
C#PythonTypeScript | 42.5 | Weak | 5 | 2026-10-22 | Read the survey → |
| proteanhq/protean proteanhq/protean |
Python | 42.2 | Weak | 4 | 2026-10-22 | Read the survey → |
| bytedance/deer-flow bytedance/deer-flow |
PythonTypeScript | 42.0 | Weak | 6 | 2026-10-25 | Read the survey → |
| advent-of-craft/2024 advent-of-craft/2024 |
JavaC#PHPTypeScriptPythonKotlinScala | 41.8 | Weak | 6 | 2026-10-22 | Read the survey → |
| jamiepine/voicebox jamiepine/voicebox |
TypeScriptPythonRust | 41.1 | Weak | 6 | 2026-10-26 | Read the survey → |
| crewAIInc/crewAI crewAIInc/crewAI |
Python | 40.9 | Weak | 5 | 2026-10-25 | Read the survey → |
| alirezarezvani/claude-skills alirezarezvani/claude-skills |
Python | 40.7 | Weak | 3 | 2026-10-20 | Read the survey → |
| Zie619/n8n-workflows Zie619/n8n-workflows |
PythonJavaScript | 40.5 | Weak | 7 | 2026-10-25 | Read the survey → |
| wistbean/learn_python3_spider wistbean/learn_python3_spider |
JavaScriptPython | 40.3 | Weak | 3 | 2026-10-20 | Read the survey → |
| CanineHQ/canine CanineHQ/canine |
RubyJavaScriptPython | 39.8 | Weak | 3 | 2026-10-21 | Read the survey → |
| ArchiveBox/ArchiveBox ArchiveBox/ArchiveBox |
PythonJavaScript | 39.8 | Weak | 3 | 2026-10-20 | Read the survey → |
| Ranchero-Software/NetNewsWire Ranchero-Software/NetNewsWire |
SwiftObjectivecCPython | 39.4 | Weak | 5 | 2026-10-26 | Read the survey → |
| mem0ai/mem0 mem0ai/mem0 |
PythonTypeScript | 38.6 | Weak | 6 | 2026-10-26 | Read the survey → |
| LAION-AI/Open-Assistant LAION-AI/Open-Assistant |
PythonTypeScript | 38.3 | Weak | 6 | 2026-10-25 | Read the survey → |
| exo-explore/exo exo-explore/exo |
PythonTypeScriptSwift | 38.2 | Weak | 6 | 2026-10-25 | Read the survey → |
| binghe001/BingheGuide binghe001/BingheGuide |
TypeScriptJavaScriptPython | 38.2 | Weak | 4 | 2026-10-22 | Read the survey → |
| signag/raspi-cam-srv signag/raspi-cam-srv |
PythonJavaScript | 37.7 | Weak | 6 | 2026-10-22 | Read the survey → |
| FarmBot/farmbot_os FarmBot/farmbot_os |
ElixirPython | 37.6 | Weak | 7 | 2026-10-23 | Read the survey → |
| zhayujie/CowAgent zhayujie/CowAgent |
PythonTypeScriptJavaScript | 37.5 | Weak | 6 | 2026-10-25 | Read the survey → |
| discoproject/disco discoproject/disco |
ErlangJavaScriptPython | 37.4 | Weak | 7 | 2026-10-23 | Read the survey → |
| coqui-ai/TTS coqui-ai/TTS |
Python | 37.3 | Weak | 5 | 2026-10-25 | Read the survey → |
| kvcache-ai/ktransformers kvcache-ai/ktransformers |
PythonCpp | 36.4 | Weak | 3 | 2026-10-20 | Read the survey → |
| ob-f/OpenBot ob-f/OpenBot |
SwiftJavaJavaScriptPython | 36.3 | Weak | 4 | 2026-10-28 | Read the survey → |
| invoke-ai/InvokeAI invoke-ai/InvokeAI |
TypeScriptPython | 36.3 | Weak | 3 | 2026-10-20 | Read the survey → |
| headroomlabs-ai/headroom headroomlabs-ai/headroom |
PythonRust | 35.7 | Weak | 5 | 2026-10-25 | Read the survey → |
| jam-py-v7/jam-py-v7 jam-py-v7/jam-py-v7 |
JavaScriptPython | 35.3 | Weak | 6 | 2026-10-22 | Read the survey → |
| medusajs/medusa medusajs/medusa |
TypeScriptJavaScriptPython | 35.0 | Weak | 4 | 2026-10-26 | Read the survey → |
| IvanZaycev0717/microservices-fastapi-vue-mongodb IvanZaycev0717/microservices-fastapi-vue-mongodb |
PythonJavaScript | 33.8 | Weak | 5 | 2026-10-21 | Read the survey → |
| abi/screenshot-to-code abi/screenshot-to-code |
TypeScriptPython | 33.5 | Weak | 6 | 2026-10-24 | Read the survey → |
| muzei/muzei muzei/muzei |
KotlinPythonJava | 33.0 | Weak | 7 | 2026-10-24 | Read the survey → |
| opnsense/core opnsense/core |
PHPJavaScriptPython | 30.1 | Weak | 3 | 2026-10-20 | Read the survey → |
| 9001/copyparty 9001/copyparty |
PythonJavaScript | 29.8 | Weak | 5 | 2026-10-25 | Read the survey → |
| OpenBMB/MiniCPM-V OpenBMB/MiniCPM-V |
PythonJavaScript | 28.0 | Weak | 3 | 2026-10-20 | Read the survey → |
| microsoft/ailab microsoft/ailab |
C#JavaScriptTypeScriptPython | 27.6 | Weak | 6 | 2026-10-23 | Read the survey → |
| thedotmack/claude-mem thedotmack/claude-mem |
TypeScriptPythonJavaScript | 26.9 | Weak | 6 | 2026-10-24 | Read the survey → |
| BasedHardware/omi BasedHardware/omi |
PythonSwiftTypeScriptDart | 51.5 | Adequate | 2 | 2026-08-05 | Read the survey → |