AI-assisted SDLC workflows for established codebases: map project context, shape and slice requirements, refine tickets, plan implementation, and review pull requests against documented intent.
Skills 11 in the Claude listing
Close the gaps Refines a requirement into an AI-ready ticket: a Product Analyst session that fetches the ticket, loads project skills, explores affected code, asks gap-analysis questions in dependency-ordered batche Define test strategy Bootstraps a per-project test strategy file and an initial regression baseline once per project, the same way go-deep bootstraps the knowledge base — generating a starting test-strategy doc, scaffoldi execute Implements a plan `plan-the-work` produced, step by step: writes each step's code, re-runs that step's named test(s) to green with a 5-attempt retry limit before escalating, and applies the test-vs-pr Find the repos Given a ticket, shortlists which repositories in a multi-repo workspace it affects, by matching the ticket against each repo's product.md (falling back to architecture.md when the ticket is purely tec Go deep Makes any codebase AI-ready with a 3-tier doc system (CLAUDE.md, orientation maps, domain & UC skills). implement Orchestrates the make-it-work pipeline for one ticket — context check → close-the-gaps → plan-the-work → execute → review-the-pr → final context sync — with saved, resumable workflow state, two autono Plan the work Turns a spec or refined ticket into a concrete, execution-ready implementation plan — the plan-the-work step of the spec → plan-the-work → execute → review pipeline. Review the pr Reviews a pull request in three documentation-grounded passes (business correctness, regression safety, coding standards) plus a docs-sync check, and emits an evidence-dense, verdict-first report. Run regression Runs a project's regression suite — full or scoped to specific domains/use-cases — and reports pass/fail results; the shared implementation `execute` calls at the end of a plan. Shape the epic Turns a rough idea into a complete, elaboration-ready epic via a guided interview session, PM-coach style. Slice the epic Slices a large requirement into small, AI-ready, value-driven slices. 