scope-clarifier
Skill1 starsChanged 5 months agoMITView on GitHub
Turns vague asks like "build me X" into a one-line brief before any work starts. Saves a token-spend disaster. Trigger phrases (any in the user's message): build me, i want, can you make, let's create, i need a, help me build. Skip if the message already contains: - A specific stack/language - Defined acceptance criteria - A pasted spec or PRD Before Claude writes any code, asks 3-5 surgical questions and produces a brief: Then asks "Approve brief?" before generating…
In this repository12 other files it gives its agents.
- commit-curatorSkill
- context-compactorSkill
- cost-trackerSkill
- decision-recorderSkill
- mcp-finderSkill
- permission-auditorSkill
- prd-builderSkill
- prompt-matcherSkill
- pr-reviewerSkill
- repo-onboarderSkill
- skill-matcherSkill
- tdd-flowSkill
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 16
Before Claude writes any code, asks 3-5 surgical questions and produces a brief:
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
scope-clarifier
Turns vague asks like "build me X" into a one-line brief before any work starts. Saves a token-spend disaster.
When to activate
Trigger phrases (any in the user's message): build me, i want, can you make, let's create, i need a, help me build.
Skip if the message already contains:
- A specific stack/language
- Defined acceptance criteria
- A pasted spec or PRD
What it does
Before Claude writes any code, asks 3-5 surgical questions and produces a brief:
Brief
-----
Goal: [one sentence]
User: [who uses it]
Inputs: [data/files/events the system handles]
Outputs: [what it produces]
Stack: [language/framework]
Out of scope: [list 2-3 things we won't do]
Success: [how we know it works]Then asks "Approve brief?" before generating anything.
Inputs
- The user's original vague message
- Any context from conversation history
Outputs
- Markdown brief (above format)
- One question: "Approve? (y/edit)"
Process
- Detect vagueness (no stack, no success criteria, no out-of-scope)
- Generate the 5 highest-leverage questions (not 10)
- Show questions in ONE message — never trickle them
- Compose the brief from answers
- Ask for approval
- Hand off to whatever skill/agent the brief implies
Trigger examples
| Message | Action |
| "build me a job tracker" | activate |
| "build me a CLI in Rust that watches a folder and uploads to S3 on change, with retry" | skip (already scoped) |
| "I want a chatbot" | activate |
| "make this function 30% faster — here's the code" | skip (scoped + scoped) |
Slash command
/scope [vague ask] — force the clarifier even on a borderline message.
Why this skill
Most over-scoped projects start with one ambiguous sentence. The brief is a 90-second forcing function that saves hours.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

