humanizer
claudeRewrite AI-sounding text so it reads naturally without changing what it says.
1 skill
End-to-end delivery pipeline: 10 pipeline skills (Gate, I-VI + intake/present) from raw idea to merged PR to visual showcase. With 36 supporting skills and 17 reviewer personas.
Plugin issue-to-pr-skills from marketplace ai-degen-marketplace in AI-Degen-69/issue-to-pr-skills. Commands read from the repo's manifest — 23 days ago.
api-and-interface-designGuides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.
browser-testing-with-devtoolsTests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data. Requires the chrome-devtools MC
ci-cd-and-automationAutomates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.
click-path-auditTrace every user-facing button/touchpoint through its full state change sequence to find bugs where functions individually work but cancel each other out, produce wrong final state, or leave the UI in an inconsistent state. Use when: systematic debugging found no bugs but users report broken buttons
code-review-and-qualityConducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch.
code-simplificationSimplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity.
constraint-driven-developmentEstablishes a project's quality bar as a written contract and stops agents quietly lowering it. Interviews the user on which dimensions matter, supplies sane default thresholds when they have no number in mind, records everything in CONSTRAINTS.md, and watches the diff for a weakened bar — new @ts-i
context-engineeringOptimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and context for a project.
create-issueIntake — Turn a raw operator idea, thought, or request into a researched, structured, publishable GitHub issue labeled `ready-for-agent`. Called from Station I (`i-pick-issue`) when there is no open issue worth picking; not a numbered pipeline station.
debugging-and-error-recoveryGuides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing.
deprecation-and-migrationManages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when migrating a database schema in production, such as renaming or dropping a column without downtime (expand/contract). Use when deciding whether to
diagnosing-bugsDiagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
documentation-and-adrsRecords decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase.
doubt-driven-developmentSubjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when correctness matters more than speed, when working in unfamiliar code, when stakes are high (production, security-sensitive logic, irreversible operations), or any time a confident output would be che
extract-design-systemExtract design primitives from a public website and generate starter token files for your project.
frontend-designGuidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.
frontend-ui-engineeringBuilds production-quality, accessible, responsive user-facing UIs. Use when building or modifying interfaces and pages, creating components, implementing layouts, meeting WCAG accessibility requirements, managing state, or when the output needs to look and feel production-quality rather than AI-gene
git-workflow-and-versioningStructures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, opening or reviewing a pull request (PR), pushing to a remote, or when you need to organize work across multiple parallel streams. Use when cutting a release, choosing a semantic
i-pick-issueStation I (Pick & Orchestrate) — The single entry point for Issue work. Always starts with Discovery. Lists open issues, groups them by domain, recommends the next logical one by dependency order (the recommendation is the default selection unless the operator overrides it), takes the execution mode
idea-refineRefines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an idea is still vague, when you need to stress-test assumptions before committing to a plan, or when you want to expand options before converging on one. Triggers on "ideate", "refine th
ii-plan-issueStation II (Define & Plan) of the 6-station pipeline (I–VI). Use when a GitHub issue needs to become an executable plan — fetches the issue via gh, right-sizes it, locks CONSTRAINTS.md, maps interfaces, writes tasks/plan.md, and hands off to /iii-build-plan auto. Reports issue-first.
iii-build-planStation III (Build) — Universal execution orchestrator. Implements tasks from tasks/plan.md using type-aware execution (frontend-ui-engineering, TDD, debug), official docs grounding, atomic commits, and code simplification.
iiib-iterate-after-buildStation III-B (Iterate After Build) — human feedback fix loop between build and review. Use after iii-build-plan when the operator reports bugs, dead buttons, UI changes, slowness, or security concerns in freshly built code. Classifies each free-text comment, routes to the right specialist skill, fi
incremental-implementationDelivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large amount of code at once, or when a task feels too big to land in one step.
interview-meExtracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the underlying intent. Use when an ask is underspecified ("build me X" without "for whom" or "why now"), when the user explicitly invo
iv-review-build-and-prStation IV (Review, Verify & Ship) — Universal shipping flow. Runs OCR delegation (deterministic file scope + rules, host-agent review, no LLM key), then stack-matched language/framework reviewers, applies fixes, executes the post-review Browser Gate (UI, fast-first, playwright-cli only — see Step 0
observability-and-instrumentationInstruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the availabl
performance-optimizationOptimizes application performance across frontend, backend, queries, and databases. Use when performance requirements exist, when you suspect performance regressions, when Core Web Vitals or load times need improvement, when N+1 query patterns need fixing, or when profiling reveals bottlenecks.
pipeline-triageSession-start triage and dirty-repo router. Use at the start of any session when intent is unclear, the request continues existing work, or the operator says "where were we". Also use whenever the user asks what to do next with uncommitted changes, unpushed commits, open PR comments, or a dirty repo
planning-and-task-breakdownBreaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you need to estimate scope, or when parallel work is possible.
playwright-cliAutomate browser interactions, test web pages and work with Playwright tests.
present-prPresent PR & Visual Showcase (ad-hoc skill, not a pipeline station) — Builds a dynamic, customer-simple HTML page that explains what was done. Picks the best visual for the job (flow, timeline, before/after, map, numbers, demo) based on session context. No fixed template. Plain words, no dev jargon.
quick-fixQuick-fix lane — the fast path for trivial work. Use when a task is a typo, a one-line correction, a broken link, a wrong constant, a stale comment, a missing doc line, or any change to at most 2 files that adds no behavior and needs no new tests. Verifies, commits, and pushes straight to the base b
security-and-hardeningHardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when building any feature that accepts untrusted data, manages user sessions, or interacts with third-party services. Use when auditing dependencies for known vulnerabiliti
shipping-and-launchPrepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rollout, or when you need a rollback strategy.
source-driven-developmentGrounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where correctness matters.
spec-driven-developmentCreates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea. Use when a single requirement spans several independently testable capabilities and needs decompo
tailwind-design-systemBuild scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI patterns.
test-driven-developmentDrives development with tests. Use when implementing any logic, fixing any bug, or changing any behavior. Use when you need to prove that code works, when a bug report arrives, or when you're about to modify existing functionality.
using-agent-skillsDiscovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task. This is the meta-skill that governs how all other skills are discovered and invoked.
v-babysit-pr-and-mergeStation V (Babysit PR & Merge) — Sits on PR through one focused CodeRabbit review round (or fallback), resolves comments, squash-merges on green CI, and fast-forwards local base branch.
vercel-composition-patternsReact composition patterns that scale. Use when refactoring components with
vercel-react-best-practicesReact and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization,
verification-before-completionUse when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
vi-close-pipelineStation VI (Close Pipeline) — Final station. Post-merge closeout: verifies the issue is closed, sweeps stale per-issue artifacts via signal-based discovery (works in any project layout), investigates before staging anything to git, handles dead code on the spot as the pipeline's single approved code
web-design-guidelinesReview UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".
build-error-resolverBuild and TypeScript error resolution specialist. Use PROACTIVELY when build fails or type errors occur. Fixes build/type errors only with minimal diffs, no architectural edits. Focuses on getting the build green quickly.
code-explorerDeeply analyzes existing codebase features by tracing execution paths, mapping architecture layers, and documenting dependencies to inform new development.
code-reviewerExpert code review specialist. Proactively reviews code for quality, security, and maintainability. Use immediately after writing or modifying code. MUST BE USED for all code changes.
database-reviewerPostgreSQL database specialist for query optimization, schema design, security, and performance. Use PROACTIVELY when writing SQL, creating migrations, designing schemas, or troubleshooting database performance. Incorporates Supabase best practices.
doc-updaterDocumentation and codemap specialist. Use PROACTIVELY for updating codemaps and documentation. Generates docs/CODEMAPS/*, updates READMEs and guides. Backs the /update-codemaps and /update-docs commands.
go-build-resolverGo build, vet, and compilation error resolution specialist. Fixes build errors, go vet issues, and linter warnings with minimal changes. Use when Go builds fail.
go-reviewerExpert Go code reviewer specializing in idiomatic Go, concurrency patterns, error handling, and performance. Use for all Go code changes. MUST BE USED for Go projects.
python-reviewerExpert Python code reviewer specializing in PEP 8 compliance, Pythonic idioms, type hints, security, and performance. Use for all Python code changes. MUST BE USED for Python projects.
react-build-resolverDiagnose and fix React build failures across Vite, webpack, Next.js, CRA, Parcel, esbuild, and Bun. Handles JSX/TSX compile errors, hydration mismatches, server/client component boundary failures, missing types, and bundler-specific configuration issues with minimal, surgical changes. MUST BE USED w
react-reviewerExpert React/JSX code reviewer specializing in hook correctness, render performance, server/client component boundaries, accessibility, and React-specific security. Use for any change touching .tsx/.jsx files or React component logic. MUST BE USED for React projects.
rust-build-resolverRust build, compilation, and dependency error resolution specialist. Fixes cargo build errors, borrow checker issues, and Cargo.toml problems with minimal changes. Use when Rust builds fail.
rust-reviewerExpert Rust code reviewer specializing in ownership, lifetimes, error handling, unsafe usage, and idiomatic patterns. Use for all Rust code changes. MUST BE USED for Rust projects.
security-reviewerSecurity vulnerability detection and remediation specialist. Use PROACTIVELY after writing code that handles user input, authentication, API endpoints, or sensitive data. Flags secrets, SSRF, injection, unsafe crypto, and OWASP Top 10 vulnerabilities.
silent-failure-hunterReview code for silent failures, swallowed errors, bad fallbacks, and missing error propagation.
tdd-guideTest-Driven Development specialist enforcing write-tests-first methodology. Use PROACTIVELY when writing new features, fixing bugs, or refactoring code. Ensures 80%+ test coverage.
type-design-analyzerAnalyze type design for encapsulation, invariant expression, usefulness, and enforcement.
typescript-reviewerExpert TypeScript/JavaScript code reviewer specializing in type safety, async correctness, Node/web security, and idiomatic patterns. Use for all TypeScript and JavaScript code changes. MUST BE USED for TypeScript/JavaScript projects.
Rewrite AI-sounding text so it reads naturally without changing what it says.
1 skill
Matt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
15 skills · hooks
5 skills + 35 modes + Material Passport pipeline. Includes v3.6.7 cross-model audit gate and v3.6.8 generator-evaluator contract.
5 skills · 16 commands · 4 agents · hooks
Use Alibaba Open Code Review from local Codex.
2 skills
CI/CD pipeline configuration, GitHub Actions/GitLab CI workflow setup, and automated deployment pipeline orchestration
4 skills · 1 command · 5 agents
Long-term semantic memory for Claude Code, powered by OpenViking
5 skills · 1 command · 1 MCP server · hooks
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