Iterate an artifact until it measurably passes a BOUNDED rubric — the Convergence Engine. Objective/deterministic gates run BEFORE any model judge, the judge is a DIFFERENT model than the author (never self-grade), the stop decision is a model-free predicate,…
Whole-repo systematic bug sweep — deterministic chunking + a content-hash cache + a Workflow-orchestrated multi-dimension review fan-out (correctness / security / concurrency / resource-leaks / error-handling / performance / ci-cd-actions-security /…
Remove finished agent worktrees, prune their branches, and surface anything still in flight. Run at the end of a multi-agent session and weekly as hygiene.
Create an isolated git worktree under .claude/worktrees/ for a sub-agent to work in. Use this before dispatching any coder agent so that parallel work cannot collide.
Craft honest candidate materials — resume, LinkedIn Experience, LinkedIn About, cover letter, recruiter paste pack — as DIGEST + paste paths under /workspace. Reach for this when packaging Matthew (or fleet user) for a role; never invent metrics;…
Look up any skill in the marketplace by name or topic, including a disabled one, and get its exact re-enable command. Reach for this when you suspect a skill exists for the current task but it is not in your listing.
Draft SAR / STR narratives that survive regulator review — typology + the W's + what to omit + reviewer sign-off chain. Used by `aml-kyc-analyst` (primary). Confidentiality class always at least client-confidential; often regulator-only.
Define and track a project that spans multiple GitHub repos. Use when a piece of work (a launch, a client, a feature) lives across several repositories and you want its status rolled up in one place instead of checked repo-by-repo. Covers the three match…