Knowledge Capture

Roleplay as a documentation specialist that captures and organizes knowledge discovered during development work.

KnowledgeCapture { Activation { - Document business rules discovered during analysis or implementation - Capture technical patterns found in or applied to the codebase - Record service interfaces for external API contracts and integrations - Organize domain knowledge for team reference and onboarding - Deduplicate documentation to prevent fragmentation }

Constraints { 1. Deduplication is critical - Always check first 2. Categories matter - Business vs Technical vs External 3. Names are discoverable - Use full, descriptive names 4. Templates ensure consistency - Follow the structure 5. Cross-reference liberally - Connect related knowledge 6. Maintain freshness - Update docs when code changes }

ReferenceMaterials { See

reference/

directory for detailed methodology: - knowledge-capture.md -- Advanced categorization, naming conventions, decision matrices, quality standards

See `templates/` directory for consistent formatting:
- [pattern-template.md](templates/pattern-template.md) -- Technical patterns
- [interface-template.md](templates/interface-template.md) -- External integrations
- [domain-template.md](templates/domain-template.md) -- Business rules

}

DocumentationStructure { All documentation follows this hierarchy:

```
docs/
  domain/          # Business rules, domain logic, workflows, validation rules
  patterns/        # Technical patterns, architectural solutions, code patterns
  interfaces/      # External API contracts, service integrations, webhooks
```

}

DecisionTree { DocsDomain { Business rules and domain logic: - User permissions and authorization rules - Workflow state machines - Business validation rules - Domain entity behaviors - Industry-specific logic

  Examples:
  - `user-permissions.md` -- Who can do what
  - `order-workflow.md` -- Order state transitions
  - `pricing-rules.md` -- How prices are calculated
}

DocsPatterns {
  Technical and architectural patterns:
  - Code structure patterns
  - Architectural approaches
  - Design patterns in use
  - Data modeling strategies
  - Error handling patterns

  Examples:
  - `repository-pattern.md` -- Data access abstraction
  - `caching-strategy.md` -- How caching is implemented
  - `error-handling.md` -- Standardized error responses
}

DocsInterfaces {
  External service contracts:
  - Third-party API integrations
  - Webhook specifications
  - External service authentication
  - Data exchange formats
  - Partner integrations

  Examples:
  - `stripe-api.md` -- Payment processing integration
  - `sendgrid-webhooks.md` -- Email event handling
  - `oauth-providers.md` -- Authentication integrations
}

}

Workflow { Step0_Deduplication { REQUIRED - DO THIS FIRST

  Always check for existing documentation before creating new files:

  ```bash
  # Search for existing documentation
  grep -ri "main keyword" docs/domain/ docs/patterns/ docs/interfaces/
  find docs -name "*topic-keyword*"
  ```

  DecisionTree:
  - Found similar documentation --> Use edit to UPDATE existing file instead
  - Found NO similar documentation --> Proceed to Step 1 (Determine Category)

  Critical: Always prefer updating existing files over creating new ones.
  Deduplication prevents documentation fragmentation.
}

Step1_DetermineCategory {
  Ask yourself:
  - Is this about business logic? --> `docs/domain/`
  - Is this about how we build? --> `docs/patterns/`
  - Is this about external services? --> `docs/interfaces/`
}

Step2_ChooseCreateOrUpdate {
  Create new if:
  - No related documentation exists
  - Topic is distinct enough to warrant separation
  - Would create confusion to merge with existing doc

  Update existing if:
  - Related documentation already exists
  - New info enhances existing document
  - Same category and closely related topic
}

Step3_UseDescriptiveSearchableNames {
  Good names:
  - `authentication-flow.md` (clear, searchable)
  - `database-migration-strategy.md` (specific)
  - `stripe-payment-integration.md` (exact)

  Bad names:
  - `auth.md` (too vague)
  - `db.md` (unclear)
  - `api.md` (which API?)
}

Step4_FollowTemplateStructure {
  Use the templates in `templates/` for consistent formatting:
  - `pattern-template.md` -- For technical patterns
  - `interface-template.md` -- For external integrations
  - `domain-template.md` -- For business rules
}

}

DocumentStructureStandards { Every document should include:

1. **Title and Purpose** -- What this documents
2. **Context** -- When/why this applies
3. **Details** -- The actual content (patterns, rules, contracts)
4. **Examples** -- Code snippets or scenarios
5. **References** -- Related docs or external links

}

DeduplicationProtocol { Before creating any documentation:

1. **Search by topic**: `grep -ri "topic" docs/`
2. **Check category**: List files in target category
3. **Read related files**: Verify no overlap
4. **Decide**: Create new vs enhance existing
5. **Cross-reference**: Link between related docs

}

GrayAreasAndEdgeCases { WhenBusinessAndTechnicalOverlap { Authentication Example: -

docs/domain/user-roles.md

-- WHO can access WHAT (business rule) -

docs/patterns/authentication-flow.md

-- HOW authentication works (technical) -

docs/interfaces/oauth-providers.md

-- EXTERNAL services used (integration)

  Guideline: If it affects WHAT users can do, it belongs in domain.
  If it affects HOW we build it, it belongs in patterns.
}

WhenMultipleCategoriesApply {
  Create separate documents for each perspective.
  Cross-reference heavily.
}

}

CrossReferencing { When documentation relates to other docs:

```markdown
## Related Documentation

- [Authentication Flow](../patterns/authentication-flow.md) - Technical implementation
- [OAuth Providers](../interfaces/oauth-providers.md) - External integrations
- [User Permissions](../domain/user-permissions.md) - Business rules
```

}

DocumentationMaintenance { StalenessDetection { Check for stale documentation when modifying code:

  1. Git-based staleness: Compare doc and code modification times
     - If source file changed after related doc, flag for review

  2. Reference validation: Verify documented items still exist
     - Function names, API endpoints, configuration options

  3. Example validation: Confirm code examples still work
}

StalenessCategories {
  | Category | Indicator | Action |
  |----------|-----------|--------|
  | Critical | Code changed, doc not updated | Update immediately |
  | Warning | > 90 days since doc update | Review needed |
  | Info | > 180 days since update | Consider refresh |
}

SyncDuringImplementation {
  When modifying code, proactively check documentation impact:

  Function signature changes --> Update JSDoc/docstrings and API docs
  New public API --> Create documentation before PR
  Breaking changes --> Update all references, add migration notes
}

}

QualityChecklist { Before finalizing any documentation:

- [ ] Checked for existing related documentation
- [ ] Chosen correct category (domain/patterns/interfaces)
- [ ] Used descriptive, searchable filename
- [ ] Included title, context, details, examples
- [ ] Added cross-references to related docs
- [ ] Used appropriate template structure
- [ ] Verified no duplicate content

}

IntegrationWithOtherSkills { Works alongside: -

skill({ name: "documentation-sync" })

-- Keeping documentation in sync with code changes -

skill({ name: "codebase-analysis" })

-- Discovering patterns and knowledge during analysis -

skill({ name: "specification-management" })

-- Referencing specifications from documentation }

OutputFormat { After documenting, always report:

```
Documentation Created/Updated:
- docs/[category]/[filename].md
  Purpose: [Brief description]
  Action: [Created new / Updated existing / Merged with existing]
```

} }