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Validate ideation completeness through constraints, exhaustion, rubric checks, and output compilation

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Orchestrate ideation from raw input to validated ideation outputs with shard composition

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Orchestrate single-slice implementation via setup and strict TDD passes with mandatory progress tracking updates

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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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Execute ambiguity audit document-by-document with implementer simulation, rubric scoring, cross-layer checks, remediation, and verdicting

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Use before any creative work — creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements, and design before implementation.

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Applies battle-tested clean code principles to writing, reviewing, and refactoring code. Covers naming, functions, comments, error handling, class design, and the critical difference between clever code and clear code.

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Define security, attack surface, integration, and observability architecture with compliance escalation

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Create decomposition directory structure, IA shard skeletons, and all required layer indexes from approved decomposition plan

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Decompose approved architecture design into IA shards and layered spec structure, then validate dependencies and tracking outputs

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Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

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Classify ideation input, run structural classification, seed fractal ideation folders, and persist engagement/expansion mode

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Execute recursive breadth-before-depth ideation discovery with Deep Think, CX gate enforcement, and feature deepening

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Execute RED→GREEN→REFACTOR with validation, deep checks, and mandatory progress updates

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Design database schemas with normalization, relationships, and constraints. Use when creating new database schemas, designing tables, or planning data models for any database paradigm.

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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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Analyzes codebase structure, data flow, module relationships, and key patterns to generate and maintain a living architecture document (ARCHITECTURE.md).

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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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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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Determine ambiguity audit scope, enumerate source documents from filesystem, and persist rubric file bindings

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Orchestrate ambiguity auditing across selected layers with rubric-driven scoring, remediation flow, and next-step gating

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Fill surface stack map, instruction templates, and root config placeholders from provided key-value updates

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Resolve all map-referenced skills through 4-tier chain and provision installs with idempotent updates

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Utility — fill the surface stack map in tech-stack.md and provision skills using intelligent resolution. Called by pipeline commands when tech stack info changes.

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