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Generate or refresh docs/ARCHITECTURE.md from current codebase state with evidence-backed component and data-flow mapping

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Transforms user prompts into optimized prompts using established frameworks (RTF, RISEN, Chain of Thought, RODES). Analyzes intent, selects framework, and produces structured, ready-to-use prompts.

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Layer-by-layer remediation loop using adversarial audits, targeted fixes, and fresh-run verification enforcement

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Design and implement comprehensive testing strategies. Use when setting up tests, choosing test types, implementing TDD, or improving code quality. Covers unit tests, integration tests, E2E tests, test-driven development, and testing best practices.

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Orchestrate IA shard authoring via design and deepen passes, with pipeline-state-driven shard selection and ambiguity gates

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Cross-session progress tracking, pattern extraction, and session resumption. Gives agents memory across sessions using markdown files in `.memory/pipeline/progress/`. Subsumes self-improving-agent — handles both implementation tracking AND experiential learning in one skill. Workflows invoke specific protocols by name.

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Pre-scan decision types, collect downstream references, classify contradictions, and write propagation scan report

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Execute per-layer adversarial audit/remediation loop, persist fixes metadata, and manage fresh-run advancement

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Create new CFSA Antigravity skills following the kit's skill format. Handles brainstorming, SKILL.md generation, references, and MANIFEST.md registration.

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Per-surface tech stack decision tables and development tooling options. Use during /create-prd-stack to present constraint-filtered options to the user.

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Execute production-readiness gates with applicability control, consolidate validation report, and issue final readiness verdict

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Orchestrate phase validation across code-quality and production-readiness gates with mandatory reporting and verdicting

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Classify target IA shard for BE extraction, load stack skills, and produce a complete referenced-material inventory

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Author and validate BE spec files, update indexes/tracker, run deepening and ambiguity gates, and enforce allowed next-step transitions

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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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Present and apply contradiction fixes one-by-one, flag assumptions, run consistency checks, and write propagation record

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Scan downstream specs for contradictions with locked decisions and apply approved fixes with consistency checks

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Comprehensive regular expressions guide covering character classes, quantifiers, anchors, groups, lookahead/lookbehind, common patterns (email, URL, IP, phone, dates, semver), ReDoS prevention, Unicode support, flags, debugging, and when NOT to use regex.

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Systematic ambiguity resolution through tiered information gathering. Use when facing unclear requirements, unknown context, uncertain implementation choices, or any situation where guessing would be risky.

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Configure CI/CD stages, secrets model, and service-aware pipeline strategy with execution verification gate

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Semantically merge upstream kit changes while preserving project-specific values and recording sync state

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Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.

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Axis-by-axis interview methodology for establishing engineering performance budgets during architecture PRD compilation. Use when conducting the Step 10.5 performance budget interview in /create-prd-compile.

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Scaffold project/workspaces, apply base structure and configs, and verify dev server startup gate

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