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Build a structured product model by scanning the codebase and talking to the user. Produces .telemetry/product.md — a description of what the product does, who uses it, how value flows, and what entit…
Enforces explicit user permission before any file deletion. Activates when you're about to use rm, unlink, fs.rm, or any operation that removes files from disk. MUST be followed for all delete operati…
Use when implementing a feature, adding an endpoint, or making a non-trivial code change that requires pre-flight validation, TDD cycle, scope enforcement, and a clean commit. Combines pre-flight + td…
Use when preparing a PR or completing a phase of work and needing a full-spectrum code review. Runs security, API audit, and scope reviewers in parallel and synthesizes findings into a single go/no-go…
Comprehensive code review for Golang CLI applications. Produces an actionable checklist covering error handling, CLI framework patterns (Cobra/urfave), testing, performance, security, and Go idioms. T…
Assess feature and project complexity. Use when estimating effort, determining spec pipeline type, calculating cost estimates, or planning resource allocation.
Browser-based E2E testing for feature verification. Use when running end-to-end tests, validating features in browser, verifying user flows, or testing feature completion.
Generate Ralph-compatible prompts for single implementation tasks. Creates prompts with clear completion criteria, automatic verification, and TDD approach. Use when creating prompts for bug fixes, si…
Generates conventional commit messages from staged git changes by analyzing diffs, classifying change types (feat, fix, refactor, docs, test, chore, ci, perf, style, build), and composing structured c…
Use when auditing API routes for schema drift, missing auth, or validation gaps. Scans routes against shared TypeScript types to find mismatches, missing middleware, and undocumented endpoints. Read-o…
Use when deciding whether to extract Terraform code into a reusable module, determining module boundaries, or migrating state after modularization. Covers the refactoring decision (modularize vs inlin…
Generate concise commit messages based on conversation context and minimal git inspection.
Fix failing CI tests on a PR and ensure all checks pass. Use when the user wants to fix CI failures, resolve failing tests, fix linting errors on a PR, or ensure all GitHub Actions/CI checks pass. Tri…
Optimize context usage for autonomous coding. Use when managing context window, prioritizing information, reducing token usage, or improving efficiency.
Isolated component testing for React, Vue, and Svelte with Playwright. Use when testing UI components in isolation, testing component interactions, or building component test suites.
Troubleshoot common Supabase issues including auth errors, RLS policies, connection problems, and performance. Use when debugging Supabase issues, fixing errors, or optimizing performance.
Analyze staged git changes and generate conventional commit messages with correct type prefixes (feat, fix, chore, refactor, docs, test, perf, style, build, ci), monorepo-aware scoping, and optional b…
Use when given a bug report, failing test, stack trace, or CI failure that needs diagnosis and repair. Autonomously diagnoses root cause, implements minimal fix, verifies correctness, and commits. Key…
Use when committing code changes. Runs lint, typecheck, Semgrep security scan, optional CodeRabbit review, and related tests before creating a quality-gated commit. Flags: --review, --push, --dry-run,…
Use when executing implementation plans phase-by-phase with strict enforcement of quality gates, tests, and Definition of Done. Triggers on "build this plan", "execute plan", "implement phases", or wh…
Validate code quality and standards. Use when running linting, checking types, validating code style, or performing static analysis.
Extract insights from autonomous coding sessions. Use when learning from completions, extracting patterns, analyzing decisions, or improving future performance.
Mobile device emulation and responsive testing with Playwright. Use when testing mobile layouts, touch interactions, device-specific features, or responsive breakpoints.
Integrate Playwright tests with OpenTelemetry, Grafana, Prometheus, Loki, and Tempo. Use when debugging test failures across distributed systems, measuring test performance, creating test dashboards, …