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external-codebase-research
by riemac
储存项目技能的仓库
⭐ 0🍴 0📅 Jan 19, 2026
SKILL.md
name: external-codebase-research description: External (non-workspace) research protocol. Use network search only to locate canonical repos/docs, then verify by reading source (github_repo) or official docs (Context7/DeepWiki). Enforce fact-driven answers with explicit evidence and version anchoring.
External Codebase Research
Scope
Use for third-party libraries (IsaacSim/PhysX/etc.), external repos, upstream code verification.
Core Rules
- Fact-driven: No guessing without authoritative sources; state missing evidence explicitly
- Evidence mandatory: Back claims with docs reference OR repo path + symbol + line range
- Version matters: Prefer tag/release > commit SHA > branch; flag version uncertainty
- Token discipline: Web search = discovery only; read minimal files needed
Tool Priority
Official docs (concepts/usage/APIs)
- Context7 (
mcp_io_github_ups_get-library-docs) — mainstream libraries (highest efficiency) - DeepWiki (
mcp_cognitionai_d_ask_question) — high information density - GitHub Repo (
github_repo) — when docs insufficient
Source code (exact behavior/defaults/conditionals)
- GitHub Repo (
github_repo) — primary evidence
Web search (discovery only)
- Find canonical repos/docs, locate entry points, identify relevant issues
Workflow
- Restate target: library/repo + question + version constraint
- Route: Conceptual → DeepWiki; Exact logic → github_repo; Unknown → web discovery first
- Repo reading: Locate entry points (APIs/configs/registries) → follow chain → extract minimal snippets
- Output:
- Findings: verified statements
- Evidence: docs section OR code path/symbol/lines
- Next checks (if incomplete): exact files/symbols to inspect
Anti-Patterns
- Inferring without evidence
- Quoting issues/blogs as implementation truth
- Reading large unrelated files
- Mixing versions without labeling
Score
Total Score
35/100
Based on repository quality metrics
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