clarify

name: clarify description: "Turns vague, messy, voice-dictated, or multi-part asks into a self-contained prompt a fresh agent can execute. Use when the user asks to clarify, stress-test, tighten a plan, or resolve references like "the thing". Interviews one question at a time, then outputs a final prompt." user-invocable: true argument-hint: ""

Clarify

Turn a vague ask into a reusable Final prompt: block. Always emit Final prompt: before doing work unless the user explicitly says just do it, just run it, or skip the prompt.

Workflow

1. Read the input and discoverable context: AGENTS.md, CLAUDE.md, README.md, file tree, relevant code.
2. Emit Cleaned ask: only when the raw ask is noisy enough to obscure intent.
3. Ask one unresolved decision at a time.
4. Include a recommended answer and one-line reason with each question.
5. After each answer, re-check for new ambiguity.
6. Stop asking when a fresh agent could execute the prompt without more context, or when the user says to write it.
7. Emit one self-contained block under Final prompt:.

Question format:

**Q:** <question>
**My recommendation:** <answer> - <one-line reason>

Ask About

• Inputs: file, glob, directory, required args.
• Outputs: location, naming, overwrite behavior.
• Failure modes: network errors, missing files, bad input.
• Scope edges: formats, environments, out-of-scope work.
• Hidden decisions: defaults the agent would otherwise invent.
• Success criteria: how the user knows it worked.

Do not ask about:

• Cosmetic choices.
• Project conventions the repo answers.
• Details already clear in the ask.

Final Prompt Contract

Include:

• Goal in one sentence.
• Exact file path or directory.
• Inputs and outputs.
• Dependencies, tools, env vars, and conventions.
• Failure behavior.
• Success criteria.
• Out of scope, when it prevents drift.

The prompt must read cold. No references to "what we discussed" or "the choices above".

Example Shape

Final prompt:

Build a Python script at `tools/auphonic/enhance.py` that takes one MP3 file
path as a required CLI argument and runs it through the Auphonic Simple API.

Auth: read `AUPHONIC_API_KEY` from the workspace `.env`.
Output: save `<basename>-enhanced.mp3` next to the input.
Overwrite existing output.
Failure: exit non-zero with a clear message for missing input, missing API key,
or API error.
Conventions: follow `tools/youtube/youtube.py` and use a PEP 723 uv header.
Out of scope: batch mode, presets, GUI.
Verify: run end-to-end against a real MP3.

Just Do It

When the user says just do it, state assumptions once, bake them into the final prompt, then act.