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Run Codex- or Cursor-led Beastmode with pluggable external workers such as Qwen, direct MiniMax API, Droid MiniMax, GLM, or other Droid models.

Backward-compatible Beastmode entrypoint. Prefer beastmode-cloud for pluggable Qwen, Droid MiniMax, GLM, and other model workers.

Create or resume a MemRoOS /goal work session with acceptance criteria, lane selection, context packet, and proof requirements.

Persist durable agent work product to MemroOS MCP knowledge base with verification, metadata, and source-drift support. Use when producing research, competitive analysis, market positioning, comparison posts, benchmarks, RCA documents, or any "save/document/archive" request. Auto-validates the write succeeded.

Delegate a bounded Codex Cloud task to the Qwen executor CLI installed by scripts/setup-codex-cloud.sh.

Multi-agent orchestration framework for high-intensity feature implementation. Routes work across model tiers: frontier models (Claude Fable, Kimi 3, Opus/Codex) own design, architecture, and review sign-off, while economy models (MiniMax M3, Qwen/Gwen) handle implementation and mechanical validation in isolated worktrees, with a self-improving learning loop that promotes lessons back into skills. Harness-agnostic: works with Ultraswarm, GSD, delegate_task, or manual orchestration.

Pi-specific harness adapter for the universal Beastmode MofA orchestration framework (see the `beastmode` skill, v2.1). Composes five installed pi packages into the universal loop — pi-goal as the in-session goal engine, pi-dynamic-workflows as the fan-out / model-router, pi-loop-police as the anti-spin circuit breaker, pi-permission-system as the worker-contract enforcer, rpiv-todo + pi-telegram as live visibility. Use when Luis asks for beastmode, a Mixture-of-Agents run, autonomous goal execution, planner/worker/watcher, or a phase takeover inside a pi session.

Convert any workflow, process, or tacit knowledge into a validated, reusable AI agent skill (SKILL.md + optional scripts/references/assets). Use when the user wants to: (1) turn a recurring workflow into a skill, (2) create a skill from documentation, code, transcripts, or plain English description, (3) generate a SKILL.md with proper frontmatter, structure, and validation, (4) install or share a skill across 14+ AI tools (Claude Code, Codex, Gemini, Cursor, etc.), or (5) validate or security-scan an existing skill. Not for one-off tasks that will never repeat.