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Context-aware remapping of stale parent shard references to new sub-shard targets after shard split operations

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Provision database infrastructure, initialize migration framework, configure environments, and verify connectivity/migration gates

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Provision hosting targets, configure domains/environments, integrate deployment pipeline, and verify staging access

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Methodology for writing complete, unambiguous IA, BE, and FE specification documents in the CFSA pipeline. Covers completeness testing, progressive section writing, cross-reference checking, and ambiguity gate application.

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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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Run operational infrastructure verification gates for workspace/infrastructure/auth checkpoints and emit pass/fail audit report

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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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Run iterative IA deepening, finalize shard, update indexes/tracker, and enforce ambiguity gates before handoff

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

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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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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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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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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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Validate sequencing and cross-layer readiness before phase slicing, including coverage and consistency hard gates

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Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls.

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

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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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Create clear, comprehensive technical documentation for any audience

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Capture and classify new scope, write entry-point updates, and determine downstream cascade scope

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Essential Git patterns for effective version control, eliminating redundant Git guidance per agent.

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