library-detection — Skillopedia

Library Detection Skill Automatically detect the technology stack of a project by analyzing package manifests and configuration files. Returns structured data for use in onboarding, documentation discovery, and tool configuration. Variables | Variable | Default | Description | |----------|---------|-------------| | SCAN DEPTH | 3 | Max directory depth to search for manifests | | INCLUDE DEV DEPS | true | Include development dependencies in analysis | | DETECT FRAMEWORKS | true | Identify frameworks from dependencies | | DETECT TEST TOOLS | true | Identify test frameworks and runners | | OUTPU…

| sed 's/[\u003c>=!].*//' | sed 's/\\[.*//'\n```\n\n### Note\n\nrequirements.txt lacks structure. Cross-reference with pyproject.toml if both exist.\n\n## Go (go.mod)\n\n### Read the file\n\n```bash\ncat go.mod\n```\n\n### Extract dependencies\n\n```bash\n# Direct dependencies (require block)\ngrep -A 100 '^require' go.mod | grep -E '^\\t' | awk '{print $1}'\n```\n\n### Framework detection patterns\n\n| Module Path | Framework | Category |\n|-------------|-----------|----------|\n| `github.com/gin-gonic/gin` | Gin | backend |\n| `github.com/labstack/echo` | Echo | backend |\n| `github.com/gofiber/fiber` | Fiber | backend |\n| `github.com/go-chi/chi` | Chi | backend |\n| `github.com/gorilla/mux` | Gorilla Mux | backend |\n\n### Test framework detection\n\n| Module | Test Framework |\n|--------|----------------|\n| `github.com/stretchr/testify` | Testify |\n| `github.com/onsi/ginkgo` | Ginkgo |\n| `github.com/onsi/gomega` | Gomega |\n\n## Rust (Cargo.toml)\n\n### Read the file\n\n```bash\ncat Cargo.toml\n```\n\n### Extract dependencies\n\n```bash\n# Using Python to parse TOML\npython3 -c \"import tomllib; import json; d=tomllib.load(open('Cargo.toml', 'rb')); print(json.dumps(list(d.get('dependencies', {}).keys())))\"\n```\n\n### Framework detection patterns\n\n| Crate | Framework | Category |\n|-------|-----------|----------|\n| `actix-web` | Actix Web | backend |\n| `axum` | Axum | backend |\n| `rocket` | Rocket | backend |\n| `warp` | Warp | backend |\n| `yew` | Yew | frontend |\n| `leptos` | Leptos | fullstack |\n| `dioxus` | Dioxus | frontend |\n\n## Dart/Flutter (pubspec.yaml)\n\n### Read the file\n\n```bash\ncat pubspec.yaml\n```\n\n### Extract dependencies\n\nLook in these sections:\n- `dependencies`\n- `dev_dependencies`\n\n### Framework detection patterns\n\n| Dependency | Framework | Category |\n|------------|-----------|----------|\n| `flutter` | Flutter | mobile |\n\n### Test framework detection\n\n| Dependency | Test Framework |\n|------------|----------------|\n| `flutter_test` | Flutter Test |\n| `test` | Dart Test |\n| `integration_test` | Flutter Integration Test |\n\n### Build tool detection\n\n| File/Dependency | Build Tool |\n|-----------------|------------|\n| `flutter` in deps | Flutter |\n| `build_runner` | Build Runner |\n\n## C/C++ (CMakeLists.txt / meson.build / WORKSPACE)\n\n### Read the file\n\n```bash\nls -la CMakeLists.txt meson.build WORKSPACE 2>/dev/null\n```\n\n### Extract dependencies\n\nLook for:\n- `find_package(...)` in CMake\n- `dependency(...)` in Meson\n- `http_archive` / `git_repository` in Bazel WORKSPACE\n\n### Framework detection patterns\n\n| Pattern | Framework | Category |\n|---------|-----------|----------|\n| `find_package(Boost` | Boost | core |\n| `find_package(GTest` | GoogleTest | testing |\n| `dependency('gtest'` | GoogleTest | testing |\n| `dependency('catch2'` | Catch2 | testing |\n\n### Test framework detection\n\n| Dependency/Pattern | Test Framework |\n|--------------------|----------------|\n| `gtest` | GoogleTest |\n| `gmock` | GoogleMock |\n| `catch2` | Catch2 |\n| `doctest` | doctest |\n\n### Build tool detection\n\n| File/Pattern | Build Tool |\n|--------------|------------|\n| `CMakeLists.txt` | CMake |\n| `meson.build` | Meson |\n| `WORKSPACE` | Bazel |\n\n## Database Detection\n\nLook for these patterns in any manifest:\n\n| Pattern | Database |\n|---------|----------|\n| `prisma`, `@prisma/client` | PostgreSQL/MySQL (Prisma) |\n| `sqlalchemy`, `asyncpg` | PostgreSQL |\n| `pymongo`, `motor` | MongoDB |\n| `redis`, `ioredis` | Redis |\n| `mysql2`, `pymysql` | MySQL |\n| `sqlite3`, `better-sqlite3` | SQLite |\n| `typeorm` | Various SQL |\n| `drizzle-orm` | Various SQL |\n| `mongoose` | MongoDB |\n\n## Cloud Provider Detection\n\nLook for SDK packages:\n\n| Pattern | Provider |\n|---------|----------|\n| `@aws-sdk/*`, `boto3` | AWS |\n| `@google-cloud/*`, `google-cloud-*` | GCP |\n| `@azure/*`, `azure-*` | Azure |\n| `@vercel/*` | Vercel |\n| `@supabase/*`, `supabase` | Supabase |\n\n## Output Template\n\nAfter parsing all manifests, compile results:\n\n```json\n{\n \"project_root\": \"/path/to/project\",\n \"scanned_at\": \"2025-12-21T12:00:00Z\",\n \"languages\": [\"typescript\", \"python\", \"go\", \"rust\", \"dart\", \"cpp\"],\n \"frameworks\": [\n {\"name\": \"react\", \"version\": \"^18.2.0\", \"category\": \"frontend\"},\n {\"name\": \"fastapi\", \"version\": \"^0.109.0\", \"category\": \"backend\"}\n ],\n \"test_frameworks\": [\n {\"name\": \"vitest\", \"version\": \"^1.2.0\"},\n {\"name\": \"pytest\", \"version\": \"^7.4.0\"}\n ],\n \"build_tools\": [\"vite\", \"uv\"],\n \"databases\": [\"postgresql\"],\n \"cloud_providers\": [\"vercel\"],\n \"ci_cd\": [\"github-actions\"],\n \"manifests_found\": [\"package.json\", \"pyproject.toml\"]\n}\n```\n","content_type":"text/markdown; charset=utf-8","language":"markdown","size":7495,"content_sha256":"742ee1961d99b0a494781409b63c05c7d33388a1d0c18557d53cfaf6e19d6fb4"},{"filename":"skill-report.json","content":"{\n \"schema_version\": \"2.0\",\n \"meta\": {\n \"generated_at\": \"2026-01-16T22:08:50.561Z\",\n \"slug\": \"consiliency-library-detection\",\n \"source_url\": \"https://github.com/Consiliency/treesitter-chunker/tree/main/.ai-dev-kit/skills/library-detection\",\n \"source_ref\": \"main\",\n \"model\": \"claude\",\n \"analysis_version\": \"3.0.0\",\n \"source_type\": \"community\",\n \"content_hash\": \"4d170c576cb6f82ad6dcddc5ae296b363da8e4ad6a25729749803248d9215ec8\",\n \"tree_hash\": \"3d27d0e1fcaed40f173da9108e3d0d13c79692bc19a0dba6e8ebcbabb2f5c762\"\n },\n \"skill\": {\n \"name\": \"library-detection\",\n \"description\": \"Detect project stack from package manifests (package.json, pyproject.toml, go.mod, Cargo.toml, pubspec.yaml, CMakeLists.txt). Auto-identify frameworks, test tools, and build systems for onboarding.\",\n \"summary\": \"Detect project stack from package manifests (package.json, pyproject.toml, go.mod, Cargo.toml, pubsp...\",\n \"icon\": \"📦\",\n \"version\": \"1.0.0\",\n \"author\": \"Consiliency\",\n \"license\": \"MIT\",\n \"category\": \"documentation\",\n \"tags\": [\n \"dependency-detection\",\n \"stack-analysis\",\n \"project-discovery\",\n \"framework-detection\"\n ],\n \"supported_tools\": [\n \"claude\",\n \"codex\",\n \"claude-code\"\n ],\n \"risk_factors\": [\n \"external_commands\",\n \"filesystem\",\n \"network\"\n ]\n },\n \"security_audit\": {\n \"risk_level\": \"safe\",\n \"is_blocked\": false,\n \"safe_to_publish\": true,\n \"summary\": \"All 190 static findings are FALSE POSITIVES. This is a pure documentation skill containing only markdown files (SKILL.md, cookbook/manifest-parsing.md) with instructional content. The flagged 'external_commands' are example shell snippets in code blocks, not executable code. The 'weak cryptographic algorithm' findings refer to JSON Schema URL references, not crypto operations. The 'obfuscation' heuristic misinterpreted documentation examples as suspicious code. No executable code, network calls, file writes, or system access capabilities exist.\",\n \"risk_factor_evidence\": [\n {\n \"factor\": \"external_commands\",\n \"evidence\": [\n {\n \"file\": \"cookbook/manifest-parsing.md\",\n \"line_start\": 13,\n \"line_end\": 15\n },\n {\n \"file\": \"cookbook/manifest-parsing.md\",\n \"line_start\": 15,\n \"line_end\": 19\n },\n {\n \"file\": \"cookbook/manifest-parsing.md\",\n \"line_start\": 19,\n \"line_end\": 28\n },\n {\n \"file\": \"cookbook/manifest-parsing.md\",\n \"line_start\": 28,\n \"line_end\": 34\n },\n {\n \"file\": \"cookbook/manifest-parsing.md\",\n \"line_start\": 34,\n \"line_end\": 35\n },\n {\n \"file\": \"cookbook/manifest-parsing.md\",\n \"line_start\": 35,\n \"line_end\": 36\n },\n {\n \"file\": \"cookbook/manifest-parsing.md\",\n \"line_start\": 36,\n \"line_end\": 37\n },\n {\n \"file\": \"cookbook/manifest-parsing.md\",\n \"line_start\": 37,\n \"line_end\": 38\n },\n {\n \"file\": \"cookbook/manifest-parsing.md\",\n 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Important: agents should read /llm.txt, /llms.txt, or /.well-known/skills.json to discover the public Skillopedia API.