Desenvolvimento

Identifies historical precedents relevant to a current news event or policy debate, provides a structured comparison showing why each precedent is or is not analogous, and lists the sources a journalist should consult to verify and deepen each comparison.

Use for development environment setup - create and maintain init scripts, run smoke tests, ensure consistent environment across sessions

Create, triage, label, assign GitHub issues via gh or REST.

Systematic task implementation using TDD, phase checkpoints, and structured commits. Ensures quality through red-green-refactor cycles, 80% coverage gates, and verification protocols before proceeding.

Use when user asks to create generative art, creative coding sketches, visual experiments, particle systems, shader effects, procedural graphics, interactive canvases, or any code-as-art project. Use when building animated backgrounds, flow fields, fractals, L-systems, noise-based visuals, text effects, fluid simulations, or interactive 3D scenes. Triggers on words like "generative", "sketch", "pa

MANDATORY when touching auth tables, tenant isolation, RLS policies, or multi-tenant database code - enforces Row Level Security best practices and catches common bypass vulnerabilities

Caching strategies, invalidation, eviction policies, HTTP caching, distributed caching, and anti-patterns. Use when designing cache layers, choosing eviction policies, debugging stale data, or optimizing read-heavy workloads.

Code quality check: linting, complexity analysis, duplication detection, and dead code identification. Detects project linting config, runs appropriate tools, and creates a structured GitHub issue.

Assesses the credibility of a source whose claims appear in a draft — expertise, track record, conflicts of interest, and the corroboration needed before publication.

Writes a compelling award or competition submission that frames a media project's significance, craft, and impact for a judging panel — structured to score well against standard evaluation criteria.

Cross-model code review via Codex CLI — reviews uncommitted changes by default, loops until no critical issues remain. Use after /qq:test passes, before /qq:commit-push.

Decomponha uma visão de jogo de alto nível (pilares + regras + referências) em épicos executáveis, e então orquestre todo o pipeline qq para cada um. Use ao iniciar um novo projeto, criar um protótipo a partir de um pitch, ou dividir uma grande iniciativa em fluxos de trabalho paralelos.