lilacmohr/ai-engineering-playbook
17 skills
$npx skills add lilacmohr/ai-engineering-playbookSkillInstalls
acceptance-prepRun the full acceptance testing pre-flight pipeline for a feature.acceptance-walkthroughWalk through a single feature or flow using the demo agent persona.architecture-quizActively test the engineer's understanding of a system — whether they built it, inherited it, or are reviewing it.audit-pre-implAudit a repository to verify all pre-implementation checklist items are complete before sprint 1 begins.breakdown-specRead the project spec and produce a phased implementation plan: modules identified, ordered by dependency, grouped into phases.capture-decisionRun the decision narration workflow to capture a design or architectural decision made during an AI coding session.cross-system-probeInterrogate the engineer's mental model of a system they don't primarily own, before they propose a change to it.draft-claudemdDraft an agent briefing document (CLAUDE.md or equivalent) from the project spec and existing toolchain configuration.draft-ticketsDraft the [TEST] and [IMPL] ticket content for one phase of the implementation plan.retroRun a post-IMPL retro to identify what should be encoded into setup artifacts before the next ticket.review-claudemdAudit the agent briefing document (CLAUDE.md or equivalent) for quality, size, overlap with hooks, and missing content.review-hooksAudit the Claude Code hook configuration (or equivalent enforcement layer) for completeness, correctness, handler type appropriateness, and performance risks.review-issueEvaluate a drafted GitHub Issue for completeness before assigning it to an agent.review-tdd-greenReview a GitHub PR that implements a module against a pre-existing test suite.review-tdd-redReview a GitHub PR that adds a suite of failing (red) unit or integration tests.score-specEvaluate a software specification for AI agent readiness using the 9-dimension quality scorecard.verify-tdd-pairsVerify that every [IMPL] issue has a corresponding closed [TEST] issue and a matching test file in the repository.