Use when maintaining the plugin chassis (not the SLP content): bumping versions, regenerating catalogs, running QA, configuring CI, shipping releases, or onboarding a contributor to the repo's automation surface.
Use when reviewing architectural concerns: module boundaries, dependency direction, layer discipline, bounded-context isolation, ADR coverage, premature abstraction, and structural fitness for change
Use when reviewing documentation concerns: README presence and quality, public API documentation, ADR coverage for non-obvious decisions, inline rationale comments, TBD/placeholder hygiene in shipped docs
Use when reviewing logging concerns: structured-vs-unstructured logs, log-level policy, secret and PII redaction, correlation IDs in distributed systems, log/trace linkage, print statements in production code paths
Use when reviewing testing concerns: pyramid coverage (unit, integration, E2E), test code quality, TDD discipline, regression discipline, FIRST principles, feedback-loop speed
Use when authoring or auditing a Claude skill (`SKILL.md` with YAML frontmatter), refining an existing skill, or reviewing a skill against a chassis. Trigger phrases include "write a skill", "author a skill", "audit this skill", "review the skill", "skill…
Use when reviewing a plan document, PR diff, or codebase against multiple software leverage points in parallel; before implementation; during code review
Use when reviewing whether a plugin's leverage-point skills still match the codebase or its own documentation; detect drift between SKILL.md claims and current state