Development Knowledge Management System
4-layer system for capturing and organizing development knowledge.
Dev Flow
/recap → /focus (issue + branch) → tdg:tdg (dev + commit) → /td (retrospective) + /mem (capture knowledge)
Core Skills (user-invocable)
| Skill | Layer | Output | Trigger |
|---|
/mem [topic] | 1 | docs/learnings/YYYY-MM/DD/HH.MM_slug.md | Quick insight capture |
/distill [topic] | 2 | docs/knowledge-base/[topic].md | 3+ learnings on same topic |
/td | 3 | docs/retrospective/YYYY-MM/retrospective_*.md | Task completed |
/improve | 4 | Implementation | Work on pending items |
/recap | - | Context summary | Start new session |
/focus [task] | - | Issue + branch | Set current task |
Git & PR Skills (user-invocable)
| Skill | Purpose |
|---|
/commit | Atomic commits via TDG |
/pr | Tests, build, review, create PR |
/review | Code review before push |
/pr-review | Handle PR review feedback |
/pr-poll | PR review notification daemon |
Knowledge & Docs Skills (user-invocable)
| Skill | Purpose |
|---|
/cleanup | Retention policy management |
/consolidate | Daily session file consolidation |
/summary | Weekly/monthly summaries |
/search | Search knowledge index |
/example | Save code examples |
/flow | Process flow diagrams |
/pattern | Design pattern docs |
/share | Cross-project knowledge sharing |
Integration & Config Skills (user-invocable)
| Skill | Purpose |
|---|
/jira | Jira issue management |
/permission | Manage Claude Code permissions |
Specialist Skills (context: fork, not user-invocable)
| Skill | Purpose |
|---|
code-reviewer | Reviews code for bugs, security, performance |
session-analyzer | Analyzes git changes for retrospective drafts |
knowledge-curator | Scans learnings, suggests distill topics |
build-validator | Validates build, tests, lint before push |
code-simplifier | Simplifies code, reduces complexity |
security-auditor | OWASP Top 10 security audit |
Directory Structure
docs/
├── learnings/ # /mem output
│ └── YYYY-MM/DD/
├── knowledge-base/ # /distill output
├── retrospective/ # /td output
│ └── YYYY-MM/
├── auto-captured/ # Auto-capture output
├── examples/ # /example output
├── summaries/ # /summary output
├── shared-knowledge/ # /share output
├── flows/ # /flow output
├── patterns/ # /pattern output
├── logs/ # Activity log
└── current.md # Current focus state
Setup
./scripts/init.sh $PROJECT_ROOT
Language Support
Output language is configured via LANGUAGE field in docs/current.md.
| Value | Behavior |
|---|
en (default) | All generated output in English |
th | Generated output in Thai (commit messages stay English) |
Set during /focus or manually edit docs/current.md. See references/language-guide.md for translation reference.
References
references/bash-helpers.md - Common bash snippets (TZ, language detection, focus context)references/mem-template.md - Full /mem templatereferences/distill-template.md - Full /distill templatereferences/td-template.md - Full /td templatereferences/improve-workflow.md - /improve detailed workflowreferences/language-guide.md - Thai/English translation guide