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From workflow-toolkit
Distills a codebase concept into a structured knowledge base entry. Analyzes patterns, conventions, and real examples from the code to create reference documentation. Use when you need to understand how something works in this project (e.g., React hooks, API routers, database models, testing patterns).
How this skill is triggered — by the user, by Claude, or both
Slash command
/workflow-toolkit:distill-conceptThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Read the template at [template.md](${CLAUDE_SKILL_DIR}/template.md). This is the structure you must follow for the output file. Copy it and fill in every `{{placeholder}}` with real data from the codebase.
Read the template at template.md. This is the structure you must follow for the output file. Copy it and fill in every {{placeholder}} with real data from the codebase.
$ARGUMENTS into a kebab-case concept nameknowledge-base/<concept-name>.mdfile.ts:line format for referencesWrite to knowledge-base/<concept-name>.md, then report: file path, brief summary, pattern count, and suggestions for related concepts to distill next.
npx claudepluginhub dougwithseismic/workflow-toolkit --plugin workflow-toolkitAnalyzes source code to discover and extract implicit knowledge—architecture patterns, conventions, API contracts, config structures, codebase rules—into KB articles.
Analyzes codebase using AST extraction and AI enrichment to build .gauntlet/knowledge.json with business logic, architecture, data flow, and engineering patterns. Enables gauntlet challenges and agent integration.
Generates documentation explaining codebase architecture, key components, data flow, and development guidelines. Useful for understanding unfamiliar code, creating onboarding docs, or documenting system architecture.