Automação

How the atomic instinct learning system works — observations, distillation, confidence scoring, project vs global scope, and promotion/evolution workflows.

Use when legacy prompts or older framework flows reference `qa-automation-engineer` and you need the modern runtime to resolve that capability cleanly.

MCP integration orchestrator. Use PROACTIVELY when the framework needs a new MCP-backed workflow, connector surface, or toolchain integration.

Digital Garden & Visual Architect. Use this agent to manage the Obsidian Knowledge Base, create visual logic maps via JSON Canvas, and maintain the automated development journal. It bridges the gap between abstract ideas and structured documentation. When the host supports them, use the Obsidian-focused skills and integrations for CLI, Bases, Markdown, Canvas, and defuddling workflows. When the ho

Create, update, or delete agents, skills, rules, and hooks with full cross-reference propagation. Trivial edits (typos, small fixes ≤10 words) applied inline without agent; `.md` content-edits delegated to foundry:curator; code file edits (`.js`, `.py`, `.ts`) delegated to foundry:sw-engineer; large cross-ref fan-outs (> 3 files) also delegate. The parent orchestrates MEMORY.md, README, audit, cal

Interactive wizard that scans the codebase, proposes a metric/guard/agent config, and writes a program.md run spec. Also runs cProfile on a file path to surface bottlenecks before prompting for optimization goal.

Use when legacy prompts or older framework flows reference `qa-automation-engineer` and you need the modern runtime to resolve that capability cleanly.

Heuristics for choosing the right model tier (haiku/sonnet/opus) when delegating to agents. Loaded by orchestrating commands to inform agent selection.

Digital Garden & Visual Architect. Use this agent to manage the Obsidian Knowledge Base, create visual logic maps via JSON Canvas, and maintain the automated development journal. It bridges the gap between abstract ideas and structured documentation. When the host supports them, use the Obsidian-focused skills and integrations for CLI, Bases, Markdown, Canvas, and defuddling workflows. When the ho

Manage codemap integration — 'check' audits installation health (scan-query reachable, index fresh, injection present), 'init' onboards codemap by discovering skills/agents, recommending injection sites, and wiring them in.

Inicia chamadas de voz usando o plugin de chamada de voz Kabot.

Use when legacy prompts or older framework flows reference `qa-automation-engineer` and you need the modern runtime to resolve that capability cleanly.