Skip to content
Agentmart
Submit a tool

intent-clarifier

Turn a rough idea, request, or instruction into a clearer executable objective with the minimum necessary clarifications.

Skill by Alubiama

IndexedMIT★ 1
Write a review

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/alubiama-intent-clarifier

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Turn a rough idea, request, or instruction into a clearer executable objective with the minimum necessary clarifications. Use when the main problem is not idea quality but ambiguity about what should actually be done.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/intent-clarifier

What's inside

Skill name
intent-clarifier
Description
Turn a rough idea, request, or instruction into a clearer executable objective with the minimum necessary clarifications. Use when the main problem is not idea quality but ambiguity about what should actually be done.
License
MIT
Instructions
71 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • openai.yaml · agents/

SKILL.md (first lines)

# Intent Clarifier

## Goal

Convert a rough request into a clearer executable intent.

This skill does not critique the whole strategy. It sharpens the ask enough that execution can begin or handoff can be accurate.
Use it for minimum viable clarification, not for deep reformulation or strategic red-teaming.

## When To Use

- the request is fuzzy but not hopeless
- the user means something but has not framed it cleanly
- execution is blocked by ambiguity
- a task needs minimal clarification, not deep ideation

## Scope Boundaries

In scope:

- clarify objective
- surface missing constraints
- define success in practical terms
- produce a cleaner executable request

Out of scope by default:

- broad strategic reframing
- creativity method selection
- full project planning
- deep critique that belongs to `prompt-redteam-synthesizer`

## Workflow

1. Restate the rough ask.
2. Identify missing pieces:
   - objective
   - scope
   - constraints
   - success condition
3. Infer the minimum safe clarifications.
4. Rewrite the ask into an executable version.
5. Name remaining unknowns if they still matter.

## Output Contract

Always return:

1. `rough_request`
2. `interpreted_intent`
3. `missing_dimensions`
4. `clarified_request`
5. `remaining_unknowns`
6. `execution_readiness`
7. `recommended_followup`
8. `next_step`

## Guardrails

- Do not silently change the objective.
- Do not over-clarify low-risk asks.
- If ambiguity is still critical, say so.
- Prefer the minimum clarification that unlocks execution.

## Anti-Patterns

- rewriting into a different task
- asking for total precision when approximation is enough
- false clarity

From Alubiama/awesome-cognitive-skills, MIT.

More from Alubiama/awesome-cognitive-skills

Signals

Stars
1
Forks
0
Open issues
0
Last commit (this folder)
Mar 15, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from Alubiama

Cite this page

intent-clarifier skill. Agent Mart. https://agentmart.dev/skills/alubiama-intent-clarifier (last updated 2026-10-24)