Mechanically audit a project's own harness setup against the seven STRENGTH failure patterns; reports per-pattern findings, a 0-100 strength score, and a tier label (solid/at-risk/theatre). Orchestrates harness check-harness-strength; never reimplements detection.
Proactive undiscovered-bug hunt across the standing codebase — rank the codebase into disjoint risk-ordered areas by composing the existing detection analyses, confirm the batch once, fan out worktree-isolated subagents that each run the real per-area hunt (review machinery, adversarial refutation, a tdd-authored…
Monthly retrospective over skill-adoption telemetry — ranks most-invoked, failing, and abandoned-mid-workflow skills, flags stale ones, and reports catalog telemetry coverage.
Autonomous CI/CD-remediation orchestrator — triage the red CI/CD-run and flaky-test backlog by cause, fan out worktree-isolated subagents that run the real deflake/heal pipeline, independently verify each fix by artifact and deterministic all-OS CI, and hand back a batch of remediation PRs for one bulk human review.…
Autonomous entropy/hotspot remediation sweep — enumerate the entropy/hotspot backlog by composing the existing detection skills, rank the targets, confirm the batch once, fan out worktree-isolated subagents that each run the real per-target cleanup pipeline, independently verify each result by convergence artifact and…
LLM-judgment critique of command-line ergonomics quality — the ceiling counterpart to mechanical CLI checks, and the one craft skill with no rule-based floor twin. Asks whether command and flag names are predictable and consistent, whether help text is task-oriented, whether errors are actionable, whether defaults are…
LLM-judgment critique of code quality / readability (TS/JS source) — the ceiling counterpart to the rule-based code floor (entropy-cleaner for dead code / drift, enforce-architecture for boundaries + deps, complexity thresholds). Asks whether the code reveals intent and reads in the domain's language, whether the…
5-phase post-mortem capture. Writes a structured solution doc at docs/solutions/{track}/{category}/{slug}.md with frontmatter, overlap-detection, and per-category lock for concurrency safety.
Ceiling-raising code-quality elevation sweep — compose the eleven craft skills into ranked (scope, domain) targets, drop the noise floor, route each finding elevate/file/route by a mechanical boundary, confirm one batch with a taste-calibration sample of verbatim findings, fan out worktree-isolated subagents that each…
Orchestrator composing detect-design-drift, align-design-system, audit-component-anatomy, audit-brand-compliance, and design-craft-elevator into a sequential pipeline with convergence-based remediation. Mirrors harness-docs-pipeline. Consumes the formal verifier interface generically.
Detect design-system drift — hardcoded values where tokens exist and raw HTML primitives where registered components exist. Reports only; never modifies source. Floor-layer rule-based verifier composed by harness check-design.