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Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when the user needs to: (1) Simplify complex code, (2) Improve code readability, (3) Refactor for maintainability, (4) Apply coding standards, (5) Review and optimize code structure. Triggers on phrases like \"简化代码\", \"优化代码\", \"重构代码\", \"提升可读性\", \"代码审查\", \"simplify code\", \"refact

Create an initial Claude Code setup for a brownfield project with a single-application topology (no sub-projects or monorepo structure).

Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify). Convert a PRD into machine-readable quantum.json with dependency DAG, granular 2-5 minute tasks, and execution metadata. Use after creating a spec with /quantum-loop:spec. Triggers on: create plan, convert to json, plan tasks, generate quantum json, ql-plan.

Framework-agnostic, immutable reactive data store with framework adapters for React, Vue, Solid, Angular, and Svelte.

Assistente de desenvolvimento para o framework Webman. Utilize para criar controladores, modelos, configurar rotas, criar middleware, implementar serviços, gerenciar validação ou outras tarefas de desenvolvimento Webman.

Use when handling external API rate limits (e.g., OpenAI 429s, HubSpot or Stripe rate limits), preventing duplicate work from rapid event bursts (debouncing user actions), spreading load over time, ensuring per-tenant fairness, processing events in batches, limiting concurrent runs of the same operation, or assigning priority to important runs. Covers Inngest flow control: concurrency limits with

Use when users want to remove or disconnect the mybrain plugin's persistent memory layer. Handles teardown for all database strategies (Docker, local PostgreSQL, remote PostgreSQL), config file removal, and offers a disconnect-only option that preserves the database.

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Post-review AI-slop cleanup pass. After quality review approves a story/feature, scans only the changed files for: duplicate code, dead code, needless abstraction, boundary violations, missing tests. Proposes deletions with regression-test gate — rolls back on regression. Mandatory unless explicitly skipped via --no-deslop. Borrowed from OMC Ralph 7.5 + 7.6.

Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify). Generate a structured Product Requirements Document (PRD) with user stories, acceptance criteria, and functional requirements. Use when you have an approved design and need formal requirements, or when starting from scratch. Triggers on: create spec, write prd,

Orchestrate a multi-agent adversarial review panel where several Claude Code subagents with different perspectives independently review a piece of work, debate with each other, reach (or fail to reach) consensus, then a supreme judge renders the final verdict. Use this skill whenever the user asks for a "review panel", "multi-agent review", "adversarial review", "have agents debate this", "review

Use when users want to remove the atelier-pipeline multi-agent orchestration system from their project. Cleanly removes all installed files, hook registrations, and AGENTS.md pipeline section. Preserves user-created custom agents and retro lessons on request.