Enforces staged execution discipline on large tasks: a written stage plan, parallel delegation where the runtime supports it, a failable verification check at each stage, and a skeptical self-review before delivery. Trigger when the user explicitly asks ("do this thoroughly", "be systematic", "deep work mode") OR when the task objectively spans multiple files, multiple sources, or multiple sessions. Do NOT trigger on ordinary multi-step requests that a direct attempt handles fine.
Bootstrap project orchestration with beads task tracking.
Core engineering principles for implementation tasks
Create beads from a spec (full decomposition) or from user input (ad-hoc issues). Single entry point for all bead creation.
Dispatch the implementation supervisor for a bead task. Resolves the correct supervisor from the assignee field, checks branch state, and dispatches with full context.
QA finalization gate — validates spec conformity, runs tests/build/lint, produces a structured QA report. Auto-dispatches the supervisor for rework on FAIL. Last gate before human merge.
Code review gate — dispatches the code-reviewer agent to analyze an implementation branch, tracks findings, and auto-dispatches the supervisor for rework when verdict is NEEDS-REWORK.
Update mister-anderson plugin and clean up legacy local copies that are now provided by the plugin system.