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/llmwiki-query

Answer a question by querying the user's llmwiki. Use when the user asks about their own past work — "what did I decide about X", "what have I been working on", "how did I solve Y", "what's my preferred approach to Z", or any question that the wiki (built from their session

From plugin
llmwiki
3626 skills18 commands
Install
$ npx -y skills add Pratiyush/llm-wiki --skill llmwiki-query --agent claude-code

How it fires

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

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/llmwiki-query

Context preview

The summary Claude sees to decide when to auto-load this skill.

Answer a question by querying the user's llmwiki. Use when the user asks about their own past work — "what did I decide about X", "what have I been working on", "how did I solve Y", "what's my preferred approach to Z", or any question that the wiki (built from their session

SKILL.md

llmwiki-query.SKILL.md
name: llmwiki-query
description: Answer a question by querying the user's llmwiki. Use when the user asks about their own past work — "what did I decide about X", "what have I been working on", "how did I solve Y", "what's my preferred approach to Z", or any question that the wiki (built from their session history) might answer. Always read the wiki first before falling back to external search.

llmwiki-query

What this skill does

Reads the user's local llmwiki (`llmwiki/wiki/`) and synthesises an answer to their question, with `[[wikilink]]` citations pointing to the source pages.

When to use

Invoke this skill when the user asks a question about their own work or history. Examples:

  • "What did I decide about the AiShorts backend?"
  • "What MCP servers do I have configured?"
  • "How did I fix the X bug last week?"
  • "What's my preferred way to ingest sessions?"
  • "What have I been working on in the germanly project?"

Do NOT invoke for questions that can be answered without the user's personal knowledge base (e.g., "how does TCP work?" → answer from general knowledge).

Workflow

Follow the **Query Workflow** from the repo's `CLAUDE.md`:

1. **Locate the llmwiki install** (see `llmwiki-sync` skill for the fallback search order).

2. **Read `wiki/index.md`** to identify the set of pages that might be relevant.

3. **Read `wiki/overview.md`** to get the living synthesis context.

4. **Pick the most relevant pages** (sources, entities, concepts) based on the question.

5. **Read those pages** with the Read tool.

6. **Synthesise an answer** with inline `[[wikilink]]` citations. Quote directly from source pages when the wording matters.

7. **If the answer is substantial** (3+ paragraphs), ask the user whether to save it as a synthesis page:

   Would you like me to save this as wiki/syntheses/<slug>.md for future reference?

If yes, write it using the Synthesis Page Format from CLAUDE.md.

8. **Append to `wiki/log.md`**:

   ## [YYYY-MM-DD] query | <short question>

Fallback behavior

If the wiki has no relevant pages:

1. Tell the user "I don't see anything about this in your wiki yet." 2. Suggest running `/wiki-sync` to pull in any recent sessions that might cover the topic. 3. If the topic is unlikely to be in session history, offer to answer from general knowledge (and make that explicit: "this is general knowledge, not from your wiki").

Don't do

  • Don't make up wiki pages that don't exist.
  • Don't confuse general knowledge with wiki content in the answer.
  • Don't over-cite — if the whole answer comes from one page, cite once at the top.
  • Don't write a wall of text. The answer should be as short as the question allows.
Read more
Ships withllmwiki

LLM-powered knowledge base from your Claude Code, Codex CLI, Cursor, Gemini CLI, and Obsidian sessions. Built on Andrej Karpathy's LLM Wiki pattern.

Get the whole plugin