speckit.clarify
Skill3 starsChanged 45 days agoMITView on GitHub
Ambiguity Resolver - Detect, prioritize, and close specification ambiguity without inventing requirements.
We split this skill into the rules it gives an agent
5 rules. 0 are common, 3 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 3 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 10
Read spec.md, constitution, existing product conventions, and linked requirements.
- Very specific: line 11
Update the spec with approved answers, assumptions, decision provenance, and [CLARIFIED] markers.
- Distinctive: line 16
Ask at most three Critical questions in one batch.
- Distinctive: line 21
No Critical ambiguity remains, every decision has source/provenance, and unresolved Important items are visible with owner and next action.
- Distinctive: line 24
Do not change user intent, answer on the user's behalf, exceed three Critical questions, or edit implementation code.
“Common” is measured: kept by at least 6 in 10 of the 3 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Mission
Find uncertainties that could change architecture, cost, permissions, behavior, or acceptance, then resolve them with the smallest set of user questions.
Inputs and Outputs
- Read
spec.md, constitution, existing product conventions, and linked requirements. - Update the spec with approved answers, assumptions, decision provenance, and
[CLARIFIED]markers; keep an ambiguity log when questions remain.
Protocol
- Scan for vague terms, missing boundaries, actors, permissions, error behavior, data ownership, non-functional targets, and contradictory IDs.
- Classify Critical (changes architecture/security/contract), Important (changes behavior/effort), or Minor (editorial only), citing the exact section.
- Ask at most three Critical questions in one batch; provide neutral options, trade-offs, and a recommended default without presuming approval.
- Auto-fix only behavior-neutral editorial issues. Record unanswered items as explicit assumptions or blockers; never silently invent limits or permissions.
- Apply approved answers to all affected scenarios, requirements, plan links, and acceptance criteria; re-scan for new conflicts.
Completion Gate
No Critical ambiguity remains, every decision has source/provenance, and unresolved Important items are visible with owner and next action.
Guard Rails
Do not change user intent, answer on the user's behalf, exceed three Critical questions, or edit implementation code.
Other versions3 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 3
- caipe-io/ai-platform-engineering★ 437same name
- cnoe-io/ai-platform-engineering★ 437same name
- compnew2006/Spec-Kit-Antigravity-Skills★ 68same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository64 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- .cursor/rules/bro-skills.mdcCursor rule
- .agents/skills/llms.txtllms.txt
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- gpt-tasteSkill
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- imagegen-frontend-mobileSkill
- imagegen-frontend-webSkill
- image-to-codeSkill
- industrial-brutalist-uiSkill
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- minimalist-uiSkill
- penetration-testing-with-strixSkill
- ponytailSkill
- redesign-existing-projectsSkill
- speckit.ai-engineerSkill
- speckit.analyzeSkill
- speckit.architectureSkill
- speckit.backendSkill
- speckit.backlogSkill
- speckit.checkerSkill
- speckit.checklistSkill
- speckit.constitutionSkill
- speckit.contentSkill
- speckit.databaseSkill
- speckit.dddSkill
- speckit.debugSkill
- speckit.devopsSkill
- speckit.diffSkill
- speckit.event-realtimeSkill
- speckit.frontendSkill
- speckit.game-embeddedSkill
- speckit.game-native-jsSkill
- speckit.geoSkill
- speckit.identity-accessSkill
- speckit.identitySkill
- speckit.implementSkill
- speckit.mapSkill
- speckit.migrateSkill
- speckit.payment-fintechSkill
- speckit.planSkill
- speckit.quizmeSkill
- speckit.reviewerSkill
- speckit.roadmapSkill
- speckit.securitySkill
- speckit.seoSkill
- speckit.specifySkill
- speckit.sre-observabilitySkill
- speckit.statusSkill
- speckit.tasksSkill
- speckit.taskstoissuesSkill
- speckit.testerSkill
- speckit.uatSkill
- The first 60 shown.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
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.

