Scoring rubrics for all 5 pipeline layers (Vision, Architecture, IA, BE, FE). Use when auditing specs, running self-checks, or remediating ambiguity gaps.
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Standardized scoring rubrics for every pipeline layer. Used by audit workflows, self-checks in compilation workflows, and remediation workflows.
/audit-ambiguity — load the rubric for the layer being audited/remediate-pipeline — load rubrics for adversarial scoringreferences/references/scoring.md| Layer | File | Dimensions |
|---|---|---|
| Vision | references/vision-rubric.md | 7 |
| Architecture | references/architecture-rubric.md | 15 |
| IA | references/ia-rubric.md | 8 |
| BE | references/be-rubric.md | 10 |
| FE | references/fe-rubric.md | 10 |
| Scoring | references/scoring.md | Formula + cross-layer checks |
For every dimension: "Would two different developers, reading only this spec with no other context, make the same decision?"
resolve-ambiguity — resolve gaps found by rubric scoringtechnical-writer — rewrite sections that score ⚠️ or ❌code-review-pro — adversarial review methodology还没有评价。欢迎分享你的使用感受。
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Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make accessible".
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Structured methodology for adversarial thinking — generating attack scenarios, abuse cases, race conditions, and security edge cases against specs and implementations. Produces spec-level gap items, not code-level fixes.
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Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.
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Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.
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Manage API versioning and evolution with URL/header/query strategies, deprecation workflows, breaking change classification, sunset headers, and consumer-driven contract testing. Use when designing versioning strategy, deprecating endpoints, or evolving API contracts.
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Analyzes codebase structure, data flow, module relationships, and key patterns to generate and maintain a living architecture document (ARCHITECTURE.md).
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