edge-of-chaos

Curate and improve source/signal patterns. Use when reviewing search quality, source usefulness, query patterns, source affordances, or edge-sources/edge-signals feedback.

Evaluate and improve the agent-owned operational substrate: capabilities, primitives, source/signal patterns, and local reversible automation. It does not create skill proposals or do product implementation.

Internal prerequisite before substantive skill dispatch. Reconcile preflight state, raw operator chat, previous delta digest, and changed work surfaces so the next skill sees what changed, what stayed open, and what should be injected into its reasoning.

Discover useful tools, concepts, or mental models that apply to real work problems. Like a well-read friend giving you a practical insight. Triggers on: discovery, discover, explore new, new tool, bizu, descoberta.

Autonomous heartbeat dispatcher. Router-only beat entrypoint for the internal skill loop.

Manual session resume snapshot from persisted memory. Use only when the user explicitly asks to load, wake up, resume, boot, acorda, or show what is active now.

Design concrete development cycles for new or existing projects. Turns a strategic target, idea, or problem into an executable proposal. Triggers on: planner, plan project, propose, proposta, ciclo de desenvolvimento.

Generate a structured HTML report on any topic. Use when you need to deeply understand something, analyze a question, or produce a deliverable for the user. Dual-purpose: user invokes for deliverables, edge_of_chaos self-invokes to think through problems. Triggers on: report, gerar report, analise, analyze, explique em detalhe, explain in detail.

Deep dive research on a specific topic or problem. Directed study with actionable output. Triggers on: research, pesquise, estude, deep dive, aprofunde, feynman, entenda, derive, first principles, explique de verdade, explain for real.