Use the project wiki as RAG knowledge source — search wiki pages to answer codebase questions before exploring raw files
Scanned 9/9/2026
Install to Claude Code
npx -y skills add baekenough/oh-my-customcode --skill wiki-rag --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: omcustom:wiki-rag
description: Use the project wiki as RAG knowledge source — search wiki pages to answer codebase questions before exploring raw files
scope: core
version: 1.0.0
user-invocable: true
argument-hint: "<question>"
effort: medium
---
# Wiki RAG Skill
Query the project wiki to answer questions about the codebase. The wiki is a pre-compiled knowledge base — searching it is faster and more accurate than exploring raw source files.
## Usage
```
/omcustom:wiki-rag "how does orchestration work?"
/omcustom:wiki-rag "what agents handle database tasks?"
/omcustom:wiki-rag "explain the compilation metaphor"
```
Also triggered automatically by intent-detection when a user asks about project architecture, agent roles, skill purposes, or rule behavior.
## Workflow
### Step 1: Load Index
Read and parse `wiki/index.yaml` to get the full page catalog. If `wiki/index.yaml` does not exist, report:
```
[wiki-rag] Wiki not initialized. Run /omcustom:wiki first to create wiki/index.yaml.
```
Then abort.
### Step 2: Identify Relevant Pages
From the question and the index, identify 3–7 most relevant wiki pages. Selection criteria:
| Criterion | Detail |
|-----------|--------|
| Title/summary keyword match | Direct term overlap with the question |
| Category relevance | Architecture questions → `architecture/`; agent questions → `agents/` |
| Cross-reference chains | Follow `[[related]]` links to surface adjacent context |
### Step 3: Read Pages (Parallel)
Read identified pages in parallel per R009. Extract sections relevant to the question; ignore unrelated sections to control context size (R013).
### Step 4: Synthesize Answer
Compose a direct answer citing wiki pages inline:
```
[wiki/architecture/orchestration.md] 참조 — 메인 대화가 유일한 오케스트레이터...
```
Answer format:
- **Direct answer first** (2–3 sentences)
- Supporting details from wiki pages
- Inline citations to specific wiki pages (`[wiki/path/to/page.md]`)
- "See also" links for further reading
### Step 5: Evaluate Coverage
After synthesizing, assess whether the wiki alone was sufficient.
| Coverage Level | Condition | Action |
|---------------|-----------|--------|
| Full | Wiki pages answer the question completely | Return wiki-sourced answer |
| Partial | Wiki covers some aspects; gaps remain | Supplement with raw codebase exploration (Read/Glob/Grep); offer to ingest |
| Miss | Wiki has no relevant pages | Full raw exploration; offer to create wiki page |
If raw file exploration was needed, offer to persist the new knowledge:
```
[wiki-rag] This answer required raw file exploration. Save findings to wiki? [Y/n]
```
If yes: delegate wiki page creation/update to the wiki-curator agent (R010 — orchestrator delegates all wiki writes).
### Step 6: Log Query
Insert into `wiki/log.duckdb`:
```bash
duckdb wiki/log.duckdb "INSERT INTO wiki_log (operation, target, pages_consulted, coverage, details) VALUES ('query', '{question}', N, 'full/partial/miss', '{\"fallback\": false, \"new_page_created\": false}');"
```
Log writes are delegated to a subagent (R010).
## Integration with Intent Detection
The following trigger patterns route user questions to wiki-rag automatically:
| Trigger Keywords | Language | Confidence | Action |
|-----------------|----------|------------|--------|
| "어떻게 작동", "how does X work" | KO/EN | 85% | wiki-rag |
| "무슨 에이전트", "which agent" | KO/EN | 80% | wiki-rag |
| "규칙", "rule R0XX" | KO/EN | 75% | wiki-rag |
| "아키텍처", "architecture" | KO/EN | 90% | wiki-rag |
| "워크플로우", "workflow" | KO/EN | 85% | wiki-rag |
Patterns should be registered in `.claude/skills/intent-detection/patterns/agent-triggers.yaml` when that file is updated.
## Fallback Strategy
| Wiki Coverage | Action |
|--------------|--------|
| Full (answer from wiki alone) | Return wiki-sourced answer |
| Partial (wiki + raw files needed) | Supplement with raw exploration, offer to ingest findings |
| Miss (wiki has nothing relevant) | Full raw exploration, offer to create new wiki page |
For partial and miss cases: always acknowledge what the wiki covered before pivoting to raw exploration. Do not silently fall back.
## Execution Rules
| Rule | Requirement |
|------|-------------|
| R000 | Answers to user in Korean; wiki content and citations reference English file paths |
| R009 | Parallel reads for identified wiki pages (Step 3) |
| R010 | All wiki write operations (log.duckdb, new pages) delegated to subagents |
| R013 | Ecomode: return concise answers when context pressure is high; suppress "See also" section |
## What Makes a Good Wiki-RAG Answer
- **Cites specific wiki pages** — not vague "the wiki says..." but `[wiki/agents/mgr-creator.md]`
- **Provides actionable information** — tells the user what to do, not just what exists
- **Links to related pages** for readers who want to go deeper
- **Acknowledges gaps honestly** — never hallucinate content not found in the wiki
- **Offers to improve wiki coverage** when gaps are found — compounding the knowledge base over time
## Integration with /omcustom:wiki
| Skill | Role |
|-------|------|
| `wiki` | Builds and maintains the wiki (ingest, update, lint) |
| `wiki-rag` | Queries the wiki as a RAG source; surfaces gaps; triggers ingest offers |
wiki-rag is the read-path; wiki is the write-path. They share `wiki/index.yaml` and `wiki/log.duckdb` as the coordination layer.
## Integration
| Rule / Skill | Integration |
|--------------|-------------|
| R009 | Parallel page reads in Step 3 |
| R010 | Log writes and wiki page creation delegated to subagents |
| R000 | Korean user responses; English wiki content and paths |
| R013 | Ecomode: suppress extended "See also" section; summary answer only |
| R015 | Intent detection routes architecture/agent/rule questions here at 75–90% confidence |
| wiki | Counterpart write-path skill; wiki-rag triggers ingest offers to wiki when gaps found |
| intent-detection | Registers trigger patterns for auto-routing user questions to wiki-rag |
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