Command

/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>

One command from claude-skills.

shell

$ npx -y skills add alirezarezvani/claude-skills --agent claude-code

Ships with claude-skills. Installing the plugin gets this command.

How it fires

How this command gets triggered: by you, by Claude, or both.

Fires itselfClaude auto-loads it when your prompt matches the work.
You can call itInvoke it directly when you want it.
Slash command/wiki-query

Context preview

What this command does when you run it.

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>

Stats

Stars23,062

Forks3,139

LanguagePython

LicenseMIT

Ships with claude-skills

Command definition

wiki-query.md

---
name: wiki-query
description: 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>"
---
<!-- canonical copy: engineering/llm-wiki/commands/wiki-query.md — keep in sync (root copy uses repo-root-relative script paths) -->

# /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