ambiguity-detection
Detect ambiguous or contradicting wording in requirements and specs.
Skill by 0xzahed
Chalk Labs
Need help deploying ambiguity-detection?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
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/0xzahed-ambiguity-detection
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.
About
Reviews
Write a reviewNo 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/ambiguity-detection
What's inside
- Skill name
ambiguity-detection- Description
- Detect ambiguous or contradicting wording in requirements and specs. Use when reviewing documents before implementation.
- License
- MIT
- Metadata
- tags: ambiguity, detection
- Instructions
- 27 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Ambiguity Detection ## Use this skill when - Scanning requirements for vague or contradictory phrasing - Rewriting ambiguous statements into precise language - Surfacing unstated assumptions that block implementation ## Do not use this skill when - Requirements are already precise - You are implementing code ## Instructions 1. Flag weasel words: quickly, secure, fast, good, etc., large, some. 2. Flag undefined acronyms and domain terms. 3. Check that numbers have units and boundaries. 4. List every unstated assumption explicitly. 5. Rewrite flagged statements with measurable terms. 6. Output an ambiguity list with proposed rewrites. ## Output Format - Term/Phrase | Location | Why ambiguous | Proposed precise wording ## Common Mistakes - Leaving vagueness in place - Introducing new assumptions while rewriting
From 0xzahed/antigravity-skills, MIT.
More from 0xzahed/antigravity-skills
- 0.528score
api-contract-auditor
0xzahed
Audit API contracts for correctness and consistency.
SkillBFreshness: BClaude Code +9 - 0.523score
abac-engineering
0xzahed
Design attribute-based access control.
SkillBFreshness: BClaude Code +9 - 0.523score
acceptance-criteria
0xzahed
Write and refine acceptance criteria for user stories.
SkillBFreshness: BClaude Code +9 - 0.523score
adr-engineering
0xzahed
Record architecture decisions with ADRs.
SkillBFreshness: BClaude Code +9 - 0.523score
alerting-engineering
0xzahed
Design alerting that gets paged for the right reasons.
SkillBFreshness: BClaude Code +9 - 0.523score
angular-development
0xzahed
Build Angular applications.
SkillBFreshness: BClaude Code +9 - 0.523score
api-migration
0xzahed
Migrate APIs without breaking consumers.
SkillBFreshness: BClaude Code +9 - 0.523score
api-contracts
0xzahed
Design clear, consistent API contracts.
SkillBFreshness: BClaude Code +9 - 0.523score
api-error-handling
0xzahed
Design API error responses.
SkillBFreshness: BClaude Code +9 - 0.517score
antigravity-skills-manager
0xzahed
Global skills manager for Google Antigravity.
SkillBFreshness: BClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Sep 16, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/0xzahed/antigravity-skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from 0xzahed
- 0.528score
api-contract-auditor
0xzahed
Audit API contracts for correctness and consistency.
SkillBFreshness: BClaude Code +9 - 0.523score
abac-engineering
0xzahed
Design attribute-based access control.
SkillBFreshness: BClaude Code +9 - 0.523score
acceptance-criteria
0xzahed
Write and refine acceptance criteria for user stories.
SkillBFreshness: BClaude Code +9 - 0.523score
adr-engineering
0xzahed
Record architecture decisions with ADRs.
SkillBFreshness: BClaude Code +9 - 0.523score
alerting-engineering
0xzahed
Design alerting that gets paged for the right reasons.
SkillBFreshness: BClaude Code +9 - 0.523score
angular-development
0xzahed
Build Angular applications.
SkillBFreshness: BClaude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get ambiguity-detection running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
ambiguity-detection skill. Agent Mart. https://agentmart.dev/skills/0xzahed-ambiguity-detection (last updated 2026-10-24)