Architect durable, event-driven workflows using step functions, retry strategies, idempotency, fan-out patterns, and the critical differences between orchestration approaches.
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Draft IA shard sections from reconciled ideation and architecture sources, with write-as-you-go section locking
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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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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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Derive slices from specs, order by dependencies, write acceptance criteria with citations, and finalize phase/progress artifacts
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Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
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Execute code-quality gates for a completed phase including tests, coverage, lint, types, build, CI/CD, staging, migrations, and spec coverage
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Document templates for all pipeline output documents — specs, indexes, reports, and strategy docs. Use when any workflow needs to produce a structured document.
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Scan downstream specs for contradictions with locked decisions and apply approved fixes with consistency checks
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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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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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Provision database infrastructure, initialize migration framework, configure environments, and verify connectivity/migration gates
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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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Run operational infrastructure verification gates for workspace/infrastructure/auth checkpoints and emit pass/fail audit report
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Run iterative IA deepening, finalize shard, update indexes/tracker, and enforce ambiguity gates before handoff
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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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Author and validate BE spec files, update indexes/tracker, run deepening and ambiguity gates, and enforce allowed next-step transitions
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Orchestrate backend spec production from completed IA shards through classify and write passes with mandatory ambiguity gates
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Prevent tool call conflicts when making concurrent edits across a codebase. Establishes strict file ownership, interface contracts, and merge strategies. Use with parallel-agents when executing concurrent code changes.
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Author FE spec files, update indexes/tracker, run deepening and ambiguity gates, and enforce navigation completeness before plan-phase handoff
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Orchestrate operational workspace setup before implementation slices across scaffold, CI/CD, hosting, and data provisioning shards
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Use when about to claim work is complete, fixed, or passing — requires running verification commands and confirming output before making any success claims. Evidence before claims, always.
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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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