claude-skills/commands/wiki-query.md
Claude 894fd23334
feat(agents,commands): trigger descriptions + gated workflow upgrades
- 17 root agents gained 'Use when...' trigger descriptions (<=1024 chars);
  cs-product-analyst placeholder body rewritten around real tools
- 21 commands had invalid YAML frontmatter fixed (unquoted inner colons);
  14 commands gained argument-hint; 6 duplicate commands marked with
  canonical-copy sync comments
- /prd: forcing questions + refuse-to-draft gate + required-sections checklist
- /sprint-plan: capacity math + carry-over check + definition-of-ready gate
- /tdd: rebuilt around the real tdd-guide assets with smoke-tested snippets
- cs-senior-engineer repointed from retired release-manager to
  changelog-generator

https://claude.ai/code/session_019AJddAL1NADWMXsy1qNPQF
2026-06-11 03:58:42 +00:00

2.5 KiB

name description
wiki-query Query the LLM Wiki — reads index.md first, drills into 3-10 relevant pages, synthesizes an answer with inline wikilink citations, and offers to file the answer back as a new comparison or synthesis page. Usage /wiki-query "<question>"

/wiki-query

Ask the wiki a question. The librarian reads index.md first, picks relevant pages across categories, synthesizes an answer with citations, and offers to file the answer back into the wiki so your explorations compound.

Usage

/wiki-query "<your question>"
/wiki-query "what does the wiki say about sparse autoencoders?"
/wiki-query "compare monosemanticity and polysemanticity across my sources"
/wiki-query "which sources disagree on scaling laws?"
/wiki-query "give me a comparison table of SAE vs linear probing"

What happens

  1. Index-first read — reads wiki/index.md to find relevant pages
  2. Drill-in — reads 3-10 pages in full (synthesis + concepts + sources + entities)
  3. Follow links — opportunistically follows wikilinks between pages
  4. Fallback search — if the index isn't enough, runs engineering/llm-wiki/skills/llm-wiki/scripts/wiki_search.py (BM25)
  5. Synthesize — composes a direct answer + supporting detail + inline [[sources/xxx]] citations + "Related pages" section
  6. Offer to file back — asks whether to save this as a new wiki page (usually in comparisons/ or synthesis/)

Output formats

The answer's format follows the question:

Question shape Output
"What is X?" Markdown explanation with citations
"A vs B" Comparison table
"Give me a slide deck on X" Markdown synthesis → /wiki-marp to render
"Chart the trend in X" Python script + saved chart in wiki/assets/charts/

Sub-agent

This command dispatches the wiki-librarian sub-agent. See agents/wiki-librarian.md.

Scripts

  • engineering/llm-wiki/skills/llm-wiki/scripts/wiki_search.py — BM25 fallback search
  • engineering/llm-wiki/skills/llm-wiki/scripts/append_log.py — log filed answers

Rules

  • Read the index first. No grep-everything.
  • Every claim cites a page with a [[wikilink]].
  • Offer to file the answer back — but only for substantive answers worth keeping.

Skill Reference

→ engineering/llm-wiki/skills/llm-wiki/SKILL.md → engineering/llm-wiki/skills/llm-wiki/references/query-workflow.md