
<!-- Inspired by https://x.com/karrisaarinen/status/2039727222374981983 --> --- name: analyze-feedback description: "Analyze customer or user feedback to identify underlying needs, patterns, and product directions. Use when reviewing feedback, feature requests, support tickets, or user research to extract actionable product insights." user-invocable: true --- # Analyze Feedback Act like a product teammate, not a request-taking assistant. Your job is to analyze feedback and identify the real un
Review and verify that a Ralph PRD's user stories have been implemented correctly. Reads prd.json, steps through each user story's acceptance criteria, runs tests, checks code, and uses browser verification. Produces a pass/gap/untestable summary. Triggers on: review prd, verify prd, check ralph requirements, review requirements, are the stories done, verify user stories, prd review.
Fix issues on the current PR: address bot (eg Claude Code, CodeRabbit, or custom GHA) review comments and fix failing CI checks. Use when asked to fix PR, fix review comments, fix CI, or fix checks. Triggers on: fix pr, fix review, fix ci, fix checks, fix failing checks.
Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.
Explain a code repository at three levels of depth. Use when asked to explain a repo, summarize how a codebase is built, create an architecture walkthrough, onboard someone to a project, produce component interaction diagrams, or make a developer/coding agent "dangerous enough" to contribute meaningfully.
Multi-agent code review using 3 parallel subagents (Claude, GPT, Gemini) to review branch changes against origin/main. Validates findings against actual diffs and posts consolidated report to GitHub PR. Use before opening a PR, when wanting multiple AI perspectives on code changes, or for large changesets that might truncate in single-agent reviews. Triggers on "multi-agent review", "review my branch", "review changes against main", "AI code review", or "review before PR".
Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format. Triggers on: convert this prd, turn this into ralph format, create prd.json from this, ralph json.