hoangnb24/storage/knowlegde

REQUEST → THREADS → TOPICS → CODE → DOCS

# "Document last 2 weeks"
find_thread after:2w
 
# "Summarize auth work"  
find_thread "authentication"
 
# "What touched the SDK?"
find_thread file:packages/sdk
 
# Combined
find_thread "refactor" after:1w file:packages/api

Task prompt:
"Read threads [T-xxx, T-yyy] using read_thread.
Goal: 'Extract topics, decisions, changes'
 
Return JSON:
{
  'topics': [{
    'name': 'topic name',
    'threads': ['T-xxx'],
    'summary': '1-2 sentences',
    'decisions': ['...'],
    'patterns': ['...'],
    'changes': ['...']
  }]
}"

Oracle: "Cluster these extractions. Deduplicate. 
Latest thread wins conflicts. Output unified topic list."

Topic: "Added retry logic to API client"
 
1. finder "retry logic API client"
   → finds src/api/client.ts
 
2. gkg__search_codebase_definitions "retry"
   → RetryPolicy class at L45
 
3. gkg__get_references "RetryPolicy"
   → 12 usages across 4 files
 
→ Confirmed: topic matches code

# Structure
gkg__repo_map on docs/, .claude/skills/, */AGENTS.md
 
# Find existing mentions
Grep "topic keyword" docs/
Grep "RetryPolicy" AGENTS.md

Read docs/ARCHITECTURE.md
→ Note structure, sections, voice
→ Identify insertion point

Oracle prompt:
"Compare:
1. TOPICS: [extracted]
2. CODE: [verified state]  
3. DOCS: [current content]
 
Output:
- GAPS: topics not in docs
- STALE: docs ≠ code
- UPDATES: [{file, section, change, rationale}]"

Read target → edit_file with precise changes
Preserve structure and voice

mermaid with citations:
{
  "code": "flowchart LR\n  A[Client] --> B[RetryPolicy]",
  "citations": {
    "Client": "file:///src/api/client.ts#L10",
    "RetryPolicy": "file:///src/api/retry.ts#L45"
  }
}

1. find_thread "auth" after:7d
   → [T-abc, T-def, T-ghi]
 
2. Task agents extract (parallel):
   Agent A: T-abc → {topics: [{name: "JWT migration"}]}
   Agent B: T-def, T-ghi → {topics: [{name: "session cleanup"}]}
 
3. Oracle clusters:
   → "Auth Refactor" with sub-topics
 
4. Verify:
   gkg__search_codebase_definitions "JWTService"
   → confirmed at packages/auth/jwt.ts
 
5. Map docs:
   Grep "authentication" AGENTS.md
   → Section exists at line 45
 
6. Oracle reconciles:
   → Gap: JWT migration not documented
   → Update: AGENTS.md auth section
 
7. Apply:
   edit_file AGENTS.md add JWT details
   mermaid auth flow diagram

- [ ] Topics verified against code (GKG)
- [ ] Existing docs read before updating
- [ ] Changes surgical, not wholesale
- [ ] Mermaid diagrams have citations
- [ ] Terminology matches existing docs