Use BEFORE any orchestra activation AND BEFORE any completion claim. Enforces Karpathy's 4 principles, Superpowers' Iron Law (no completion without fresh verification evidence), and ASKHUMAN as a first-class status. Triggers on every entry to an orchestra, every handoff between orchestras, and every user-facing…
Classify and file every newly installed skill, plugin, MCP, connector, or agent into the right orchestra — never archive. Use whenever the user installs/adds a new repo, skill, plugin, MCP server, or agent ("I installed X", "added Y", "npx skills add Z", "new repo", "set up this MCP", "just got this connector"). Runs…
Runtime router for the orchestra system (v3 lean doctrine). Invoke when genuinely orchestrating multi-agent work or when unsure which specialist domain fits — build, design, research, marketing, content, SEO, leads, product, video, analytics, knowledge, documents, ads, automation, AI/ML, iOS, planning, growth…
Use when an orchestra has multiple skills, MCPs, or connectors that could plausibly handle the same task (e.g. frontend has frontend-design + ui-ux-pro-max + remotion + Figma + 21st.dev). Scores each candidate against the user's vision, prior preferences, and task complexity, picks the winner, EXPLAINS the choice when…