Ai-devkit capture-knowledge
Capture structured knowledge about a code entry point and save it to the knowledge docs. Use when users ask to document, understand, or map code for a module, file, folder, function, or API.
install
source · Clone the upstream repo
git clone https://github.com/codeaholicguy/ai-devkit
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/codeaholicguy/ai-devkit "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/capture-knowledge" ~/.claude/skills/codeaholicguy-ai-devkit-capture-knowledge && rm -rf "$T"
manifest:
skills/capture-knowledge/SKILL.mdsource content
Knowledge Capture Assistant
Build structured understanding of code entry points with an analysis-first workflow.
Hard Rule
- Do not create documentation until the entry point is validated and analysis is complete.
Workflow
- Gather & Validate
- Confirm entry point (file, folder, function, API), purpose, and desired depth.
- Verify it exists; resolve ambiguity or suggest alternatives if not found.
- Search for existing knowledge before analyzing:
npx ai-devkit@latest memory search --query "<entry point name or purpose>"
- Collect Source Context
- Summarize purpose, exports, key patterns.
- Folders: list structure, highlight key modules.
- Functions/APIs: capture signature, parameters, return values, error handling.
- Analyze Dependencies
- Build dependency view up to depth 3, track visited nodes to avoid loops.
- Categorize: imports, function calls, services, external packages.
- Exclude external systems or generated code.
- Synthesize
- Overview (purpose, language, high-level behavior).
- Core logic, execution flow, patterns.
- Error handling, performance, security considerations.
- Improvements or risks discovered during analysis.
- Create Documentation
- Normalize name to kebab-case (
→calculateTotalPrice
).calculate-total-price - Create
using the Output Template.docs/ai/implementation/knowledge-{name}.md - Include mermaid diagrams when they clarify flows or relationships.
Red Flags and Rationalizations
| Rationalization | Why It's Wrong | Do Instead |
|---|---|---|
| "I already understand this code" | Understanding ≠ documented understanding | Write it down, then verify |
| "The code is self-documenting" | Future readers lack your current context | Capture the why, not just the what |
| "Dependencies are obvious" | Implicit dependencies cause surprises | Map them explicitly to depth 3 |
Validation
- Documentation covers all Output Template sections.
- Summarize key insights, open questions, and related areas for deeper dives.
- Confirm file path and remind to commit.
Output Template
- Overview
- Implementation Details
- Dependencies
- Visual Diagrams (mermaid)
- Additional Insights
- Metadata (date, depth, files touched)
- Next Steps