Judge whether an analysis step is complete, blocked on external input, or should expand into a child subplan. Use for adaptive followup, subplan fill, and missing-input extraction.
Draft safe MoonClaw job proposals with the exact proposal JSON schema and execution-oriented step decomposition. Use when planning or repairing a job proposal.
Execute a domain-local provider task and return a concrete provider result instead of plans or commentary. Use for provider-backed extension execution.
Repair an invalid provider task output into the exact ProviderTaskResult shape. Use when provider execution returned prose, planning output, or malformed JSON.
Founder-mode product review for a one-person-company sprint.
Engineering-lead planning skill for OPC feature execution.
QA skill for verifying intended behavior and evidence.
Staff-level review skill for correctness and regression risk.