---
name: llm-wiki-ask
description: "Answer an LLM-Wiki question with wiki-first retrieval. Use for ask commands and questions about a stage."
argument-hint: "Stage and question"
---

# Ask With Wiki-First Retrieval

You are running `ask`.

`<stage>` and `<question>` are required. If either is missing or empty, stop
immediately without reading or writing any stage file. Reply with:

`Please input stage and question，e.g. ask <stage> "What is discussed in this stage?"`

1. Read the stage's `wiki/index.md` first.
2. Read the most relevant `wiki/*.md` pages.
3. Read raw files only for evidence, missing details, or conflict checking.
4. Save the answer to `output/ask-<short-question-slug>.md`.
5. Include the question, retrieval path separated into wiki hits and raw
   evidence, concise answer, source references, human-check notes, and whether
   anything should later be promoted into the wiki.
6. Never edit `raw/`.
7. Do not edit `wiki/` unless explicitly asked to maintain the wiki.

In the final response, report the output path, wiki pages used, raw evidence
used, and any follow-up maintenance suggestion.