knowledge-management - 4-Layer Knowledge Capture System for Development Sessions
Manages development knowledge through capture, distillation, retrospective and improvement workflows
Tags
Updated: 2026-02-11Capabilities
Typical Inputs
Typical Outputs
What this skill does
- capture quick insights
- distill patterns from learnings
- document task retrospectives
- work on pending improvements
- create atomic commits
- handle PR review feedback
- poll for PR notifications
- save code examples
- generate session summaries
- search knowledge index
- share cross-project knowledge
- document process flows
- document design patterns
- clean up old files
Inputs
- development session insights
- GitHub PR data
- staged/unstaged changes
- knowledge files
- code snippets
- project directories
Outputs
- learning documentation
- knowledge base articles
- retrospective reports
- Git commits
- improved code
- notification alerts
- example files
- summary documents
- search results
- shared knowledge files
- flow diagrams
- pattern documentation
- cleaned file archives
Requirements
- Project documentation directory structure
- GitHub API access
- macOS notification system
- TDG plugin for atomic commits