Mark393295827

Projete ou refatore habilidades de agente, fluxos de trabalho e loops operacionais para Engenharia Agêntica nativa de modelo. Use ao tornar as habilidades mais autônomas, concisas, verificáveis, capazes de longo prazo, eficientes em tokens e com menor atrito para a colaboração humano-LLM.

Ingest sources (articles, PDFs, videos, notes) into a persistent interlinked knowledge wiki. Creates source notes, entity pages, concept pages, and updates navigation. Based on the STOW (Source → Think → Organize → Write) pattern.

Ender's Game approach to commanding Claude Code Agent Teams. Strategic multi-agent orchestration with Karpathy Agentic Engineering principles — plan, act, observe, iterate. L1-L5 commander progression.

Multi-source deep research — search, synthesize, and deliver cited reports. Use when the user wants thorough research on any topic with evidence and citations.

Health-check the knowledge wiki — find orphans, broken links, missing frontmatter, contradictions, stale content, and statistical drift. Use when the user says "lint the wiki", "health check", or periodically for maintenance.