Use when proving, rejecting, or deleting backend adjustment registry entries with real LLM evidence and independent disabled-adjustment worktrees.
Use when spawning, steering, or auditing Agent Orchestrator workers, especially when the user specifies exact AO parameters such as codex, runtime, project, claim-pr, or PR targets.
Checklist for dispatching AO workers — python venv, commit discipline, branch drift, and post-push CodeRabbit verification
Use when dispatching work through the Hermes gateway with /claw, especially when the task may resolve slash commands or hand off into AO worker orchestration.
Dispatch independent adversarial reviews for ZFC, ZFC leveling, and root-cause-first without duplicating their standards.
Run the Dark Factory DOT pipeline runner against a goal. Slash command: /factory. Implements StrongDM's Attractor pattern as an external Python runner — .dot files are the versioned artifact, sealed holdouts live in a separate repo, every step is recorded to CXDB, and the Healer clusters failures into diagnoses. Use when you want the goal_harness idea executed as a reproducible external pipeline instead of in-Claude subagent dispatch.
Run disk usage analysis and cleanup preview on the local Mac. Always validate snapshot coverage before quoting. Never delete without user approval.
Display the Dark Factory pipeline node graphs — spec-review pipelines, factory gates, node types, edge conditions, and handler mappings. Use /factory-spec or /fs to quickly reference the spec graph structure without running a pipeline.