Use First Principles Framework (FPF) to solve problems, architect systems, evaluate alternatives, decompose complexity, classify problems, define quality, recover methods from work evidence, steer or recovery-test work, discover consequence-bearing systems, compare configuration changes, clarify learning/development claims, probe capability loss, decide under uncertainty, establish causality, reason about time, synthesize architecture, check model fit, recover project/process/case/role subjects, govern ontic/U-kind admission, request specialist results, synthesize ontologies, publish views, revalidate sources, select representations, compare result routes. Also triggers on: FPF, bounded contexts, SoTA packs, assurance calculus, decision theory, causal/temporal reasoning, architecture, modularity, transformation-flow networks, narrative rendering, structural adequacy, cultural evolution, quality gates, lexical discipline, Parts A-I. Not for simple task planning, general philosophy, or Agile unrelated to FPF.
Hands-on playbook for macOS disk cleanup, dev-machine optimization, and proactive health alerting. Use when the Mac is full or slow, when a process persistently burns CPU, when a kernel panic / watchdog timeout / vm-compressor-space-shortage / Jetsam event happened, when the user asks to free disk space, audit storage, set up disk/memory/CPU alerts, or restore the same monitoring on a new Mac. Built around Mole (`mo` CLI) for safety guards plus a custom LaunchAgent-based alerter for active warnings. Covers Apple Silicon laptops with heavy AI/Docker workloads. Not for general macOS support, hardware diagnostics, networking issues, GUI / window-manager bugs, Time Machine recovery, or broken app installs.
Run external coding agents (Codex, Claude Code, OpenCode, native Grok Build, Gemini) as independent reviewers, stateful repository researchers, or single-agent implementers. Use for multi-model opinions and code review, steerable Grok research, full-access delegation, long-running work, or reattaching to delegated runs. Not for simple questions answerable directly from docs or the current codebase.
