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Development agent skills

1002 skills that teach Claude and other agents development work, from the most-starred GitHub repositories first. Each page explains what the skill does, who it suits, what it needs, and how to install it.

Building skills & agentsCreative & mediaData & analysisDesign & front-endDevOps & cloudDocuments & officeMarketing & contentProductivity & opsResearchSecurityTesting & QAWriting & communication
  1. 1REA Analysis Optimization · rea-analysis-optimizationGuides an agent to find and fix wasteful work in REA binary-analysis tools, verified by before/after checks.
  2. 2REA Tool Design · rea-tool-designGuides an agent in designing or changing REA investigation tools and their CLI/MCP contracts
  3. 3Inline Plan Executor · executing-plansLets an agent carry out a written implementation plan itself, task by task, with a progress ledger and tests
  4. 4Finish a Development Branch · finishing-a-development-branchGuides an agent through merging, pushing as a PR, or keeping finished git work, with tests checked first.
  5. 5Receiving Code Review · receiving-code-reviewMakes the agent verify code review feedback technically before acting on it, instead of agreeing blindly
  6. 6Requesting Code Review · requesting-code-reviewGets an agent to hand finished work to a separate reviewer subagent before merging
  7. 7Subagent-Driven Development · subagent-driven-developmentRuns a multi-task plan by delegating each task to fresh AI subagents with automatic review
  8. 8Systematic Debugging · systematic-debuggingMakes the agent find the root cause of a bug before proposing any fix.
  9. 9Git Worktrees Isolation · using-git-worktreesSets up an isolated git workspace for feature work so the agent doesn't disturb your current branch.
  10. 10Code Review (Standards and Spec) · code-reviewReviews your branch's changes against repo coding standards and the original spec, side by side.
  11. 11Codebase Design Vocabulary · codebase-designGuides the agent to design deep modules with small interfaces, clean seams, and testable boundaries.
  12. 12Diagnosing Bugs · diagnosing-bugsGuides the agent through a disciplined loop to reproduce, narrow down and fix hard bugs
  13. 13Grill With Docs · grill-with-docsInterviews you about a plan or design, then writes ADRs and a glossary as you go
  14. 14Implement From Spec · implementBuilds a spec or ticket end to end, using TDD, typechecks, tests, a review pass, and a commit.
  15. 15Implement Spec Tickets · implement-specBuilds a full spec in code by running ticket-based implementation with parallel subagents and reviews.
  16. 16Improve Codebase Architecture · improve-codebase-architectureFinds shallow modules and refactor opportunities in a codebase, shows them in an HTML report, then helps pick one.
  17. 17PR Body Writer · prWrites pull request descriptions in a fixed Summary, Evidence and Merge Danger format.
  18. 18Throwaway Prototype Builder · prototypeBuilds quick disposable prototypes to test logic/state models or compare UI variations
  19. 19Test-Driven Development · tddGuides an agent through red-green-refactor, writing tests test-first at agreed seams.
  20. 20Setup TS Deep Modules · setup-ts-deep-modulesInstalls dependency-cruiser rules so TypeScript packages only expose their root entry-point files.
  21. 21Git Guardrails for Claude Code · git-guardrails-claude-codeBlocks risky git commands like push, reset --hard and branch -D before Claude runs them.
  22. 22Setup Pre-Commit Hooks · setup-pre-commitAdds Husky and lint-staged pre-commit hooks that format, typecheck and test code before each commit.
  23. 23API Design Patterns · api-designGuides the agent to design and review REST APIs with consistent naming, status codes, pagination and versioning.
  24. 24Backend Patterns for Node.js APIs · backend-patternsGuides the agent to write and review Node.js, Express, and Next.js API code using standard backend patterns.
  25. 25Bun Runtime Guide · bun-runtimeGuides an agent through using Bun for JavaScript/TypeScript running, installs, bundling, testing, and Vercel setup
  26. 26Change Impact Analysis · change-impactMaps what a planned code, data, or interface change will affect, then checks the finished diff against that plan.
  27. 27Coding Standards Baseline · coding-standardsApplies shared naming, readability, immutability and code-quality conventions when reviewing code.
  28. 28Documentation Lookup · documentation-lookupFetches current library and framework docs via Context7 instead of relying on memory.
  29. 29ECC Conventions Guide · ecc-conventionsTeaches the agent ECC repo's commit, naming, and testing conventions
  30. 30MCP Server Patterns · mcp-server-patternsGuides building Node/TypeScript MCP servers with tools, resources, prompts, and Zod validation
  31. 31ML Engineering Workflow · mle-workflowGuides an agent to build, review, and harden production ML systems with data contracts, evals, and rollback plans.
  32. 32Next.js and Turbopack Guide · nextjs-turbopackGuides an agent through Next.js 16+ dev speed, Turbopack vs webpack, and bundle optimization
  33. 33Test-Driven Development Workflow · tdd-workflowMakes the agent write tests before code and aim for 80%+ coverage
  34. 34Agentic Engineering Workflow · agentic-engineeringGuides an AI agent through eval-first development, task splitting, and model tier selection
  35. 35Content-Hash File Cache · content-hash-cache-patternTeaches an agent to cache costly file processing results keyed by SHA-256 content hash.
  36. 36C++ Coding Standards · cpp-coding-standardsMakes the agent write and review C++ following the C++ Core Guidelines for safe, modern code.
  37. 37Database Migration Patterns · database-migrationsPlan safe, reversible database schema changes with zero-downtime patterns
  38. 38Django Development Patterns · django-patternsGuides an agent through Django project structure, DRF APIs, ORM, caching and settings best practices.
  39. 39Django Security Guide · django-securityTeaches the agent Django security best practices for auth, permissions, CSRF, SQL injection and XSS.
  40. 40FastAPI Patterns · fastapi-patternsGuides an agent to write and review production FastAPI services with best-practice structure.
  41. 41Go Patterns Guide · golang-patternsGuides the agent to write idiomatic Go using common design, concurrency, error and testing patterns
  42. 42Go Testing Patterns · golang-testingWrite idiomatic Go tests: table-driven cases, helpers, race detection, coverage, benchmarks and mocks
  43. 43Java Coding Standards · java-coding-standardsMakes the agent apply Spring Boot and Quarkus Java conventions when writing or reviewing code.
  44. 44JPA/Hibernate Patterns · jpa-patternsGuides an agent through JPA/Hibernate entity design, queries, transactions, and tuning in Spring Boot
  45. 45Kotlin Development Patterns · kotlin-patternsTeaches the agent idiomatic Kotlin: null safety, immutability, sealed types, coroutines and DSL builders.
  46. 46NestJS Backend Patterns · nestjs-patternsGuides the agent to write NestJS backends using modules, DTO validation, guards and error filters.
  47. 47PostgreSQL Patterns · postgres-patternsGives the agent PostgreSQL best-practice guidance for indexes, schemas, queries and security
  48. 48Python Patterns · python-patternsWrite Python using idiomatic patterns like protocols, dataclasses, context managers and async code
  49. 49Python Testing with pytest · python-testingWrite and improve Python tests using pytest fixtures, parametrization, mocking, coverage and async patterns
  50. 50PyTorch Patterns Guide · pytorch-patternsGuides the agent to write PyTorch training code with device-agnostic, reproducible, and efficient patterns.
  51. 51React Patterns Guide · react-patternsWrites and reviews React 18/19 components using hooks, server/client boundaries, forms and accessibility best practices
  52. 52React Testing Patterns · react-testingGuides the agent to write behavior-focused React component, hook, and network-mocked tests
  53. 53Rust Coding Patterns · rust-patternsGuides the agent to write idiomatic, safe Rust: ownership, error handling, enums, traits and concurrency.
  54. 54Rust Testing Patterns · rust-testingWrite Rust unit, integration, async, and property-based tests using a TDD workflow.
  55. 55Spring Boot Patterns · springboot-patternsGuides an agent to write Spring Boot REST APIs, services, caching, async and logging code in standard patterns.
  56. 56Spring Boot Security Review · springboot-securityGuides an agent through Spring Boot security: auth, input validation, CSRF, secrets, headers and rate limiting.
  57. 57Swift Actor Persistence · swift-actor-persistenceTeaches the agent to build thread-safe Swift data stores using actors with file-backed JSON storage.
  58. 58Swift Protocol Dependency Injection Testing · swift-protocol-di-testingWrite Swift code whose file, network, and API access can be swapped for fast, deterministic mocks in tests.
  59. 59API Design Patterns · api-designGives the agent REST API conventions for naming, status codes, pagination, filtering, errors, versioning and rate limits.
  60. 60Backend Patterns Guide · backend-patternsTeaches the agent Node.js/Express/Next.js API, database and caching patterns
  61. 61Coding Standards Baseline · coding-standardsApplies shared code naming, readability, immutability and error-handling conventions to your code
  62. 62Database Migration Patterns · database-migrationsGuides safe, reversible database schema and data changes for PostgreSQL, MySQL and common ORMs
  63. 63Django Patterns Guide · django-patternsGuides the agent to write Django projects, ORM models, DRF APIs and settings using production-style conventions.
  64. 64Frontend Patterns (React & Next.js) · frontend-patternsTeaches the agent React, Next.js, state and performance patterns for building UI code
  65. 65Go Idiomatic Patterns · golang-patternsTeaches the agent idiomatic Go conventions for error handling, concurrency and interface design
  66. 66Go Testing Patterns · golang-testingGuides an agent to write Go tests: table-driven, subtests, benchmarks, fuzzing, coverage, TDD.
  67. 67Patrones JPA y Hibernate · jpa-patternsGuides Spring Boot data-access work: entity design, N+1 prevention, transactions, pagination, and HikariCP tuning.
  68. 68Kotlin Idiomatic Patterns · kotlin-patternsWrites and reviews Kotlin code using null safety, immutability, sealed types, coroutines and DSL idioms.
  69. 69Kotlin Testing Patterns · kotlin-testingGuides an agent to write Kotlin tests with Kotest, MockK, coroutine and property tests, and Kover coverage.
  70. 70Laravel Patterns Guide · laravel-patternsGuides the agent through Laravel architecture: routing, Eloquent, services, queues, caching and API resources.
  71. 71Laravel Security Best Practices · laravel-securityGuides an agent through Laravel security: auth, validation, CSRF, uploads, secrets, rate limiting and hardening.
  72. 72Laravel TDD Workflow · laravel-tddGuides an agent to write Laravel tests first using PHPUnit or Pest, factories, fakes and coverage goals.
  73. 73Next.js and Turbopack Guide · nextjs-turbopackHelps the agent work with Next.js 16+ dev builds, Turbopack caching, and bundle-size questions
  74. 74PostgreSQL Patterns Reference · postgres-patternsGives the agent PostgreSQL best practices for indexing, schema design, queries, and RLS
  75. 75Python Idiomatic Patterns · python-patternsTeaches the agent idiomatic Python style, PEP 8, type hints and error-handling patterns
  76. 76Quarkus Patterns · quarkus-patternsGuides an agent to write Quarkus 3.x services with Apache Camel messaging, Panache data access and REST APIs
  77. 77Quarkus Verification Loop · quarkus-verificationRuns a full build, lint, test, security scan and native-image check pipeline for Quarkus projects.
  78. 78Rust Patterns · rust-patternsWrites idiomatic Rust: ownership, error handling, enums, traits and safe concurrency.
  79. 79Rust Testing Patterns · rust-testingGuides an agent through Rust unit, integration, async, property-based and mocked tests using TDD.
  80. 80Spring Boot Patterns · springboot-patternsGives the agent Spring Boot backend patterns for REST APIs, layered services, caching, async and logging.
  81. 81Spring Boot Security Review · springboot-securityGuides an agent through security best practices for Java Spring Boot services.
  82. 82Spring Boot TDD Workflow · springboot-tddGuides the agent to write Spring Boot tests first using JUnit 5, Mockito, MockMvc and Testcontainers
  83. 83Spring Boot Verification Loop · springboot-verificationRuns build, static analysis, tests with coverage, security scans and diff review for Spring Boot projects
  84. 84Flujo de desarrollo guiado por pruebas · tdd-workflowHace que el agente escriba primero las pruebas, luego el código, con cobertura de 80% o más.
  85. 85Agentic Engineering Workflow · agentic-engineeringGuides an agent to plan work in small verified steps, evaluate before and after changes, and route tasks to cost-appropriate models.
  86. 86AI-First Engineering Practices · ai-first-engineeringGuides process, code review, architecture and testing for teams shipping AI-generated code
  87. 87Android Clean Architecture Guide · android-clean-architectureGuides an agent to structure Android and Kotlin Multiplatform apps with clean architecture layers.
  88. 88Angular Developer Guidelines · angular-developerGuides an agent to generate Angular code and follow Angular architecture and best practices
  89. 89API Connector Builder · api-connector-builderBuilds new API integrations that match a repository's existing connector patterns
  90. 90REST API Design Patterns · api-designDesign consistent REST APIs with standard naming, status codes, pagination, errors and versioning.
  91. 91Backend Patterns (Japanese) · backend-patternsGives the agent Node.js/Express/Next.js backend patterns for API design, database queries and caching
  92. 92Bun runtime guide · bun-runtimeHelps the agent write, run, test and migrate JavaScript/TypeScript projects using Bun instead of Node.
  93. 93Code Tour Builder · code-tourCreates CodeTour .tour files that walk a reader through a codebase step by step with real file and line anchors.
  94. 94Codebase Onboarding Guide · codebase-onboardingMaps an unfamiliar codebase and drafts a starter CLAUDE.md for new contributors
  95. 95Coding Standards (Japanese) · coding-standardsApplies general TypeScript, JavaScript, React and Node.js coding standards and best practices to code.
  96. 96Compose Multiplatform Patterns · compose-multiplatform-patternsGuides the agent to write shared Compose UI code with state, navigation, theming and performance patterns
  97. 97Content-Hash File Cache · content-hash-cache-patternTeaches the agent to cache costly file-processing results keyed by SHA-256 content hash
  98. 98Cost-Aware LLM Pipeline · cost-aware-llm-pipelineLower LLM API spend by routing simple tasks to cheaper models, tracking budgets, and caching prompts.
  99. 99C++ Coding Standards · cpp-coding-standardsMakes the agent write, review, and refactor C++ following the C++ Core Guidelines for safety and clarity.
  100. 100C++ Testing with GoogleTest · cpp-testingWrites, fixes and debugs C++ tests using GoogleTest, CMake/CTest, coverage and sanitizers.
  101. 101C# and .NET Testing Patterns · csharp-testingWrite C# and .NET tests with xUnit, FluentAssertions, mocking and integration tests
  102. 102Dart and Flutter Patterns · dart-flutter-patternsGives the agent production-ready Dart/Flutter code patterns for state, navigation, networking and tests.
  103. 103Database Migration Patterns · database-migrationsGuides the agent through safe, reversible database schema changes and zero-downtime migrations
  104. 104Ponytail Lazy Dev Mode · ponytailMakes the agent write the smallest complete code change and end replies with what it skipped.
  105. 105Repo Quality Audit · ponytail-auditAudits a whole code repo for bugs, security holes, scale problems, missing tests and code to delete.
  106. 106Ponytail Debt Ledger · ponytail-debtCollects shortcut comment markers in a repo into one report of deferred work
  107. 107Ponytail Code Review · ponytail-reviewReviews a code change for bugs, security, scale problems, missing tests and bloat, in plain English.
  108. 108Commit Archaeologist · commit-archaeologistExplains why a file or code block exists by reading its local git history
  109. 109Dependency Doctor · dependency-doctorSpot common footguns in requirements.txt, pyproject.toml, and package.json before installs fail.
  110. 110Scope Creep Detector · scope-creep-detectorFlags git changes that drift beyond a stated intent and suggests keep, split, or justify.
  111. 111ChatGPT App Builder (Deprecated) · chatgpt-app-builderGuides an agent in building ChatGPT apps with interactive widgets using mcp-use; superseded by mcp-app-builder
  112. 112MCP App Builder Guide · mcp-apps-builderGuides an agent through building mcp-use MCP servers, tools, resources, prompts and widgets
  113. 113MCP Server Builder · mcp-builderGuides an agent to build MCP servers with tools, resources, prompts and widgets using mcp-use
  114. 114Caveman Commit Messages · caveman-commitWrites terse Conventional Commits messages that explain intent, not the diff
  115. 115Caveman Explore Repo Locator · caveman-exploreQuickly finds where relevant code lives in a repository and returns file:line citations
  116. 116Terse Code Review · caveman-reviewMakes the agent write short, actionable code review comments, one line per finding.
  117. 117Investigate First · investigate-firstMakes the agent diagnose unclear bugs with evidence before it edits any code.
  118. 118Lean Build · lean-buildGuides the agent to build features narrowly, reuse existing code, and stop once acceptance passes.
  119. 119Safe Migration Planner · migrationPlans and implements reversible, compatibility-safe schema, data, API, or config migrations with rollback steps.
  120. 120Safe Refactor · safe-refactorRestructure code without changing behavior, verifying before and after each structural edit
  121. 121Surgical Patch · surgical-patchFixes bugs with the smallest responsible change, plus targeted regression tests.
  122. 122API and Interface Design · api-and-interface-designGuides designing stable, hard-to-misuse APIs, module boundaries, and type contracts
  123. 123Code Review and Quality · code-review-and-qualityGives the agent a five-axis checklist for reviewing code before it merges
  124. 124Code Simplification · code-simplificationMakes an agent clean up working code for readability without changing what it does
  125. 125Systematic Debugging and Error Recovery · debugging-and-error-recoveryGuides an agent through structured root-cause debugging instead of guessing at fixes.
  126. 126Deprecation and Migration Guide · deprecation-and-migrationGuides an agent through safely retiring old code, APIs, features and database columns
  127. 127Git Workflow and Versioning · git-workflow-and-versioningGuides agents to commit, branch, and version code in small, clean, reviewable steps
  128. 128Incremental Implementation · incremental-implementationMakes the agent build features in small, tested, committable slices instead of one big pass.
  129. 129Performance Optimization · performance-optimizationLets the agent find and fix real performance bottlenecks by measuring before changing code.
  130. 130Security and Hardening · security-and-hardeningMakes the agent review and harden code against common web vulnerabilities using a threat-model-first approach.
  131. 131Source-Driven Development · source-driven-developmentMakes the agent check framework code against official docs and cite sources before writing it
  132. 132Babysit PR · babysitKeeps watching a pull request until checks pass and review comments are resolved
  133. 133Learn Codebase · learn-codebaseMakes the agent read every source file in a project in full to build context before working.
  134. 134Oh My Issues Triage · oh-my-issuesClusters a GitHub issue backlog by root cause into plan issues and bundles fixes into PRs
  135. 135Smart Explore · smart-exploreLets an agent map and search code structure cheaply before reading full files
  136. 136Branch Standup Facilitator · standupCoordinate git worktrees and PRs in a shared chat to agree on one merge plan
  137. 137Check PR Status · check-prReview a pull request's comments, failing checks, and description gaps, then help fix them
  138. 138Fix Failed Paperclip Runs · fix-failed-paperclip-runDiagnoses and repairs failed or stuck Paperclip tasks, then delivers a tested PR
  139. 139Fix Slow Database Queries · fix-slow-queriesDiagnose slow Paperclip PostgreSQL queries, benchmark a fix, prove output is unchanged, and prepare a PR
  140. 140Create Paperclip Plugin · paperclip-create-pluginScaffold, install and test an external Paperclip plugin using the paperclipai CLI.
  141. 141Paperclip Dev Workspace Repair · paperclip-dev-workspace-run-verify-fixStart, verify, and repair Paperclip's isolated dev workspace services and their port ownership.
  142. 142PR Gardening · pr-gardeningFinds your instance's open pull requests, checks which are merge-ready, and drives the rest toward green without merging.
  143. 143PR Report Writer · pr-reportTurns a code pull request into a maintainer-style HTML or Markdown review report
  144. 144PR Check Loop · prcheckloopRepeatedly fix a GitHub PR's CI checks until they pass or a clear blocker is named.
  145. 145Prepare Paperclip PR · prepare-paperclip-prWalks an agent through committing, rebasing, and opening a reviewed PR to paperclipai/paperclip
  146. 146GitHub Pull Request Workflow · github-pr-workflowPrepare clean GitHub pull requests with clear titles, bodies, verification notes and review replies
  147. 147Code Import · code-importReads a repository once into a structured snapshot so later steps don't re-scan the codebase
  148. 148Diff Review · diff-reviewShows code changes as a reviewable diff and records your accept or reject decision
  149. 149Patch Edit · patch-editApply code-migration plan steps as small, reviewable file edits instead of whole-file rewrites
  150. 150Rewrite Plan Author · rewrite-planWrites a structured, step-by-step plan for multi-file code rewrites before any editing begins.
  151. 151Archify Review · archify-reviewAssess issues, PRs, and code changes for value, cost, and impact before maintenance decisions
  152. 152Simplify Codebase Audit · simplify-codebaseAudits or carefully removes accidental complexity in a codebase, backed by evidence of what is actually used.
  153. 153Test Value Auditor · test-valueAudits and chooses tests by the risk they protect, cutting slow, flaky or redundant checks
  154. 154Codebase Knowledge Graph · understandMaps a codebase's architecture and relationships into an interactive knowledge graph
  155. 155Codebase Q&A via Knowledge Graph · understand-chatAnswers questions about a codebase by searching a pre-built knowledge graph of its files and connections.
  156. 156Understand Dashboard Launcher · understand-dashboardOpens a local web dashboard that visualizes a project's analyzed knowledge graph
  157. 157Understand Diff Analyzer · understand-diffExplains what a git diff or PR changed, using a project's saved knowledge graph
  158. 158Understand Domain · understand-domainMaps a codebase's business domains, flows and process steps into an interactive flow graph.
  159. 159Code Component Deep-Dive · understand-explainExplains a specific file, function, or module in a codebase using its knowledge graph and source code.
  160. 160DeerFlow Agent Bridge · claude-to-deerflowLets an agent send questions and files to a running DeerFlow server and read back its answers
  161. 161Code Documentation Writer · code-documentationLets the agent write READMEs, API references, code comments, changelogs and developer guides from your codebase.
  162. 162Migration Review · migration-reviewReviews database migration files for rollback, locking, and data-safety risks before merge.
  163. 163Front-End Checklist CLI · frontendchecklistLets an agent review frontend code and live pages against 380+ Front-End Checklist rules.
  164. 164Front-End Checklist Global Audit · frontend-checklist-globalAudits frontend code or public pages against 386 front-end best-practice rules via the Front-End Checklist service.
  165. 165Animated GIF to Video Audit · animated-contentFinds large animated GIFs slowing pages and recommends swapping them for MP4/WebM video
  166. 166ARIA Attribute Validator · aria-valid-attrReviews HTML for misspelled or invalid ARIA attributes that assistive technology would ignore.
  167. 167Back/Forward Cache Optimizer · back-forward-cacheReviews pages for back/forward cache blockers and fixes lifecycle listeners so navigation restores instantly
  168. 168Browser caching audit · browser-cachingChecks and recommends browser cache headers so repeat page visits load faster.
  169. 169Browser Performance Audit Guide · browser-requiredGuides the agent to verify web performance bottlenecks in a real browser before recommending fixes
  170. 170CDN Performance Auditor · cdnAudits whether static assets are served from a CDN and flags slow-load causes
  171. 171UTF-8 Charset Checker · charsetChecks HTML templates and components declare UTF-8 encoding early in the head.
  172. 172Clean Up Comments for Production · clean-up-commentsReviews HTML and templates to find leftover comments, debug code and console logs before release
  173. 173JavaScript Code Splitting Review · code-splittingFinds JavaScript that can load lazily so single-page apps start faster
  174. 174Text Compression Auditor · compressionAudits pages for missing Gzip/Brotli compression on HTML, JS and CSS and recommends fixes.
  175. 175Console Cleanup · console-cleanupFinds and removes console statements that shouldn't ship to production
  176. 176Prefer const and let over var · const-letReviews and rewrites JavaScript to replace var with const or let, explaining scope and hoisting fixes.
  177. 177Critical Request Chains Auditor · critical-request-chainsFinds and fixes long chains of dependent requests that delay page rendering
  178. 178Critical CSS Inlining · css-criticalGuides the agent to find above-the-fold CSS to inline and defer the rest for faster page rendering
  179. 179CSS File Size Audit · css-file-sizeAudits CSS file size and suggests minifying, removing unused styles, and splitting stylesheets, after verifying the bottleneck.
  180. 180Non-Blocking CSS Loading · css-non-blockingReview and fix CSS loading so stylesheets don't delay the first paint of a page
  181. 181CSS File Load Order Checker · css-orderReviews HTML head script and stylesheet order to reduce render-blocking and flash of unstyled content
  182. 182Cumulative Layout Shift Audit · cumulative-layout-shiftAudits pages for unexpected layout shifts and suggests fixes to keep content stable
  183. 183Currency and Number Formatting Review · currency-formattingChecks code that formats prices, numbers and dates so it uses locale-aware Intl APIs
  184. 184Custom Element Accessibility Review · custom-element-accessibilityReviews Web Component code for missing ARIA, keyboard support, and form association gaps
  185. 185Debounce and Throttle Reviewer · debounce-throttleReviews JavaScript event handlers and recommends debounce or throttle fixes for better performance
  186. 186Script Loading Checker (defer/async) · defer-asyncReviews HTML and templates for blocking script tags and suggests defer, async, or type=module fixes
  187. 187RTL Text Direction Checker · direction-attributeReviews HTML for correct dir attributes and bidi isolation for right-to-left languages.
  188. 188HTML5 Doctype Checker · doctypeChecks that web pages start with the correct HTML5 doctype declaration
  189. 189DOM Size Performance Audit · dom-sizeAudits web pages for oversized or deeply nested HTML and recommends measured fixes
  190. 190Duplicate JavaScript Auditor · duplicate-jsFinds and flags duplicate JavaScript libraries slowing down a web page, with guidance on fixing them
  191. 191Error Handling Reviewer · error-handlingReviews JavaScript code for proper try-catch, promise rejection, and React error boundary use
  192. 192ES Modules Reviewer · es-modulesReviews JavaScript to convert require()/module.exports into import/export for tree-shaking and browser use.
  193. 193Event Delegation Reviewer · event-delegationReviews JavaScript for per-element event listeners and suggests event delegation fixes
  194. 194Favicon Checker · faviconAudits and sets up correct favicon tags and files for websites
  195. 195Favicon Implementation Checker · faviconsReviews web pages and templates to confirm favicons are correctly set up for all devices
  196. 196fetchpriority Attribute Guide · fetchpriority-attributeGuides the agent to add fetchpriority hints to images, preloads and fonts to improve LCP
  197. 197Find npm Packages for Checklist Rules · find-npm-packagesFinds and vets 2-3 popular npm packages to add to a Front-End Checklist rule
  198. 198First Contentful Paint Audit · first-contentful-paintDiagnoses and fixes slow first-paint page loads using measured bottlenecks, not guesses
  199. 199Web Font Loading Audit · font-loadingAudits web font loading to fix invisible text and layout shifts, checking real bottlenecks first
  200. 200Form Validation Accessibility Checker · form-validationReviews form markup so error messages and required fields work for screen reader users
  201. 201Google Tag Manager Performance Audit · gtm-presentAudits how Google Tag Manager slows a page and suggests measured fixes
  202. 202HTML Resource Hints Reviewer · html-resource-hintsReviews HTML for missing or misused preload, prefetch, preconnect and dns-prefetch hints
  203. 203HTTP Request Minimization Audit · http-requestsAudits a page's HTTP request count and suggests verified ways to reduce slow loads
  204. 204HTTP/2 and HTTP/3 Audit · http2Audits whether a site serves assets over HTTP/2 or HTTP/3 and recommends server or CDN fixes
  205. 205HTTPS Downgrade Link Auditor · https-downgradeFinds and flags HTTP links on HTTPS pages so you can switch them to secure URLs
  206. 206Image File Size Auditor · image-file-sizeAudits project images for oversized files and suggests WebP/AVIF compression and responsive sizes.
  207. 207Immutable Data Patterns · immutable-patternsGuides the agent to review and fix JavaScript code that mutates shared data in place
  208. 208Import on Interaction · import-on-interactionReviews and fixes slow page loads by deferring non-essential JavaScript until users interact with it.
  209. 209Import on Visibility · import-on-visibilityReview pages to lazy-load offscreen code with Intersection Observer without layout shift
  210. 210Interaction to Next Paint Audit · interaction-to-next-paintAudits a page's responsiveness to user clicks and taps (INP) and recommends fixes
  211. 211Avoid Intrusive Interstitials · interstitialsReviews pop-ups, modals and overlays for SEO and accessibility problems and suggests fixes
  212. 212Avoid Inline JavaScript Review · javascript-inlineReviews code to move inline JavaScript into external files for caching, CSP and maintainability
  213. 213API security testing with Strix · api-security-testingPentest REST, GraphQL, or gRPC APIs for authorization and OWASP API Top 10 flaws, with replayable proof requests
  214. 214Browser Automation via DOMShell · cli-anything-browserLets an agent browse and click through web pages by navigating Chrome's accessibility tree like files.
  215. 215CC Switch CLI · cli-anything-ccswitchLets an agent view and change CC Switch AI tool configs (providers, proxy, MCP, usage) from the terminal
  216. 216Game Development Matrix · cli-hub-matrix-game-developmentRoutes game dev tasks to engine, asset, playtest, packaging and store-publishing tools
  217. 217CLI-Anything Generator · cli-anything-generatorBuilds command-line harnesses that let an AI agent control GUI apps like GIMP
  218. 218Dify Workflow CLI Wrapper · cli-anything-dify-workflowLets an agent create, inspect, validate, edit and export Dify workflow DSL files via a CLI.
  219. 219EEZ Studio Command-Line Control · cli-anything-eez-studioLets an agent create and edit EEZ Studio LVGL UI projects and SCPI metadata from the command line
  220. 220FreeCAD CLI Harness · cli-anything-freecadLets an agent drive FreeCAD 3D CAD modeling through 258 command-line operations
  221. 221Godot Engine CLI · cli-anything-godotLets an agent manage Godot projects, scenes, exports and GDScript runs from the command line.
  222. 222CLI-Anything for Hermes · cli-anything-hermesBuilds command-line wrappers around GUI apps and repos for Hermes Agent
  223. 223LLDB Debugger Control · cli-anything-lldbLets an agent drive LLDB to set breakpoints, inspect threads and memory, and debug programs with JSON output.
  224. 224MiniMax AI Command-Line Tool · >-Lets an agent chat with MiniMax models and turn text into speech via the MiniMax API.
  225. 225Novita AI command-line client · >-Lets an agent chat with DeepSeek, GLM and other models through the Novita AI API via a CLI.
  226. 226Nsight Graphics GPU Profiler · cli-anything-nsight-graphicsDrive NVIDIA Nsight Graphics captures and GPU performance summaries from the command line
  227. 227NSLogger Log Analyzer CLI · cli-anything-nsloggerLets an agent parse, filter, export, and live-monitor NSLogger iOS/macOS log files via a command-line tool.
  228. 228Ollama Command-Line Helper · >-Lets an agent manage local Ollama models and run text generation, chat and embeddings from the terminal.
  229. 229RenderDoc GPU Capture Analyzer · cli-anything-renderdocLets an agent inspect RenderDoc GPU frame captures from the command line: draw calls, textures, shaders, and pipeline state.
  230. 230Safari Browser Automation CLI · >-Lets an agent control the real Safari browser on macOS via a command-line wrapper around safari-mcp
  231. 231s&box Game Engine CLI · cli-anything-sboxLets an agent edit s&box game scenes, prefabs, configs and C# code via a command-line tool
  232. 232MiniMax AI CLI · cli-anything-minimaxLets an agent chat with MiniMax models and generate speech audio via the MiniMax API
  233. 233Novita AI command-line client · cli-anything-novitaLets an agent chat with DeepSeek, GLM and other models via the Novita AI API from a terminal.
  234. 234Ollama CLI for Local Models · cli-anything-ollamaLets an agent manage local Ollama models and run text generation, chat and embeddings from the command line.
  235. 235Safari Browser Automation CLI · cli-anything-safariLets an agent drive your real macOS Safari from the command line, including logged-in sessions.
  236. 236Unreal Insights Trace Tool · cli-anything-unrealinsightsCapture, inspect and export Unreal Engine performance traces from an agent on Windows
  237. 237Security Audit · security-auditLets your agent review code for real vulnerabilities and write defensive, evidence-based findings.
  238. 238Datamol Cheminformatics Toolkit · datamolLets the agent parse, standardize, describe and compare molecules using the datamol RDKit wrapper.
  239. 239Get Available Resources · get-available-resourcesLets an agent check what CPU, memory, disk and GPU it can really use before heavy local work
  240. 240Lab Hardware CAD · lab-hardware-cadDesign lab-ready 3D parts that fit standard labware, optics and cages, and export STEP/STL/DXF.
  241. 241MATLAB and Octave Helper · matlabReview, migrate, and plan MATLAB or GNU Octave numerical code safely, with local inventory and scaffold tools
  242. 242Nextflow Pipelines · nextflowBuild, run, debug and configure Nextflow DSL2 and nf-core data pipelines
  243. 243GPU Optimization for Python · optimize-for-gpuSpeeds up scientific Python on NVIDIA GPUs and checks that results stay correct and faster.
  244. 244Pi Agent Builder · pi-agentTeaches the agent to install, configure, extend and script the Pi terminal coding agent
  245. 245PyLabRobot Lab Automation Planner · pylabrobotPlan and review lab-automation protocols offline, with a hard safety gate before any physical equipment runs.
  246. 246PyTorch Lightning Training · pytorch-lightningStructure, train and scale PyTorch neural network code with Lightning's trainer, data modules and callbacks
  247. 247Qiskit Quantum Computing · qiskitBuild, simulate and run quantum circuits with Qiskit 2.x and IBM Quantum Runtime
  248. 248PyTorch Geometric Graph Models · torch-geometricBuild and train graph neural networks with PyTorch Geometric's layers, datasets and transforms
  249. 249Hugging Face Transformers · transformersLets the agent load Hub models, run pipeline inference, generate text, and fine-tune with Trainer.
  250. 250DeepTutor CLI Assistant · deeptutor-cliLets an agent set up, configure, and run the DeepTutor learning platform from the command line.
  251. 251Open Code Review · open-code-reviewRuns AI-powered code reviews on Git changes via the ocr CLI and can apply fixes when asked.
  252. 252Open Code Review Delegate · open-code-review-delegateLets an AI agent run a full code review of your git changes using its own reasoning, with OCR handling file selection and rules.
  253. 253Add iOS App Clip to Expo · add-app-clipScaffold an iOS App Clip target and web association setup for an Expo app
  254. 254Address GitHub PR Comments · address-github-commentsWork through review and issue comments on an open GitHub pull request using the gh CLI
  255. 255Agent Evals · agent-evalsBuild automated test suites that check whether an AI agent's answers, tool use and safety hold up over time.
  256. 256Azure Hosted Agents (Agent Framework) · agent-framework-azure-ai-pyGuides building persistent Azure AI Foundry agents with the Microsoft Agent Framework Python SDK, with safety caveats.
  257. 257Agent Harness Fault Injection · agent-harness-fault-injectionTest how an agent workflow recovers from timeouts, crashes, and lost state using deterministic fault schedules.
  258. 258Luna Code Reviewer · lunaReviews code for correctness, security, and reliability issues, not style
  259. 259Mason the Builder · masonWrites clean, testable code that follows an existing architecture plan and checklist.
  260. 260Max the Refactorer · maxCleans up and optimizes existing, working code without changing its behavior
  261. 261AgentFlow Kanban Pipeline · agentflowRun autonomous AI coding workers driven by your Kanban board (Asana, GitHub Projects, Linear)
  262. 262AgentPhone Telephony Agent · agentphoneGuides an agent to set up phone numbers, voice AI calls, SMS and webhooks via the AgentPhone API
  263. 263agenttrace Session Audit · agenttrace-session-auditAudit local AI coding-agent sessions for cost, tool failures, latency and health using agenttrace.
  264. 264Antigravity Delegate · agy-delegateHand bounded coding tasks to Google's Antigravity CLI, then review and commit the result yourself
  265. 265AI Engineer Guide · ai-engineerGuides an agent through designing and building production LLM apps, RAG systems and AI agents
  266. 266AI Engineering Toolkit · ai-engineering-toolkitOverview of six AI engineering workflows for prompts, context budgets, RAG, security audits, evals, and product sense
  267. 267AI and ML Workflow Bundle · ai-mlGuides an agent through planning LLM apps, RAG, AI agents, ML pipelines and AI observability by routing to other skills.
  268. 268AI-Native CLI Design Spec · ai-native-cliGuides building command-line tools that AI agents can call safely, with JSON output and guardrails.
  269. 269AI Product Development · ai-productDesign and evaluate LLM product features, retrieval, validated outputs, latency, and cost controls.
  270. 270Aider Delegate · aider-delegateHand bounded coding tasks to the Aider CLI and review its diffs yourself before landing them
  271. 271Algolia Search Integration · algolia-searchGuides an agent through Algolia search setup, indexing, InstantSearch UI and relevance tuning
  272. 272Amazon Alexa Skill Builder · amazon-alexaGuides building Alexa voice skills and AWS-backed Alexa integrations, including Claude as the assistant's brain.
  273. 273Karpathy Coding Guidelines · andrej-karpathyMakes the agent write simpler, surgical code and verify its work against clear success criteria
  274. 274Android App Development Guide · android-devGuides an agent through planning, building, testing and releasing Android apps across native and cross-platform stacks.
  275. 275Android Jetpack Compose Expert · android-jetpack-compose-expertGuides building Android UIs with Jetpack Compose: state, navigation, performance, Material 3
  276. 276Angular Expert · angularGuides an agent through modern Angular (v20+) work: Signals, standalone components, zoneless apps and SSR.
  277. 277Angular Best Practices · angular-best-practicesGuides the agent to write and review Angular code for performance, bundle size and rendering efficiency.
  278. 278Angular Migration Guide · angular-migrationGuides moving an AngularJS app to modern Angular, including hybrid setups, components, DI and routing.
  279. 279Angular State Management · angular-state-managementGuides an agent through Angular state patterns using Signals, NgRx, RxJS and component stores.
  280. 280Angular UI Patterns · angular-ui-patternsGuides an agent to build Angular loading, error and data-display UI states consistently
  281. 281API Design Principles · api-design-principlesGuides the agent to design clear, consistent REST and GraphQL APIs with sound errors, versioning and pagination
  282. 282API Designer · api-designerDrafts REST API endpoint specifications with headers, bodies, responses and error codes for a described system
  283. 283API Documentation Workflow · api-documentationGuides an agent through planning OpenAPI specs, developer guides, code examples and doc sites
  284. 284API Documentation Generator · api-documentation-generatorTurns your API code into developer-ready endpoint docs with examples and OpenAPI specs
  285. 285API Documenter · api-documenterGuides an agent to write OpenAPI specs, developer portals, SDK docs and API guides
  286. 286API Endpoint Builder · api-endpoint-builderScaffolds REST API endpoints with validation, auth checks, error handling and docs
  287. 287API Integration Designer · api-integrationDesigns webhooks, event-driven flows, API chains and ETL pipelines between services
  288. 288API Integration Architect · api-integration-architectDesigns, builds, and debugs REST, GraphQL, webhook, and auth integrations with resilience patterns.
  289. 289API Onboarding Optimizer · api-onboardingGuides an agent to cut developer time-to-first-API-call with auth, sandbox and docs advice
  290. 290API Patterns Guide · api-patternsGuides agents through API design choices: REST vs GraphQL vs tRPC, responses, versioning, auth and rate limits
  291. 291API Rate Limit Handler · api-rate-limit-handlerAdds safe retry, backoff and throttling logic for 429 and transient 5xx API errors.
  292. 292API SDK Generator · api-sdk-generatorDrafts client SDK code, API wrappers and typed models for any REST API
  293. 293API Security Best Practices · api-security-best-practicesGuides an agent to review and build secure API endpoints: auth, authorization, input validation, and abuse controls.
  294. 294API Mocking Framework · api-testing-observability-api-mockDesigns realistic mock APIs so frontend and integration work can proceed before the real backend exists.
  295. 295Apify Actor Builder · apify-actor-developmentGuides an agent to create, modify, test and deploy Apify web-automation Actors safely
  296. 296Apify Output Schema Generator · apify-generate-output-schemaWrites Apify Actor output schema files by analyzing the Actor's source code
  297. 297AST Class/Visitor Pattern · ast-visitor-patternGuides the agent to model multi-variant unions as frozen classes with a visitor interface.
  298. 298Bump Biome Version · bumping-biomeUpgrades the Biome linter/formatter package with pnpm and fixes config files and lint issues
  299. 299External Contributor PR Helper · contrib-prGuides an outside contributor through preparing a clean, test-passing, DCO-signed pull request to prisma/orm.
  300. 300Create GitHub PR with Linear title · create-prOpens a GitHub pull request with a Linear-ticket-prefixed title and a narrative description.
  301. 301GitHub PR Review Iteration · github-review-iterationLoops through a GitHub pull request's review comments, triaging, fixing, and resolving them until clear.
  302. 302Multiline Commit Messages · multiline-commit-messagesWrites multi-line git commit messages with single-quoted strings instead of fragile heredocs.
  303. 303No Bare Casts Guide · no-bare-castsMakes the agent avoid unsafe TypeScript 'as' casts and follow a fixed decision tree before using one.
  304. 304PSL AST Layers Guide · psl-ast-layersTeaches the agent to navigate Prisma schema (PSL) syntax trees using the correct typed, red, and green layers
  305. 305Review Implement Phase · review-implement-phaseMakes the agent apply triaged PR review fixes, commit them, and post Done updates on GitHub.
  306. 306Review Triage Phase · review-triage-phaseSorts PR review comments into planned actions and renders them as a markdown checklist
  307. 307Prisma 8 Contract-First Guide · prisma-8Guides an agent through Prisma 8 data contracts, migrations, queries and debugging
  308. 308Code Review Specialist · code-review-specialistReviews code for security, performance, quality and maintainability with a structured report.
  309. 309API Documentation Generator · doc-generatorWrites API docs, OpenAPI specs and usage examples from source code
  310. 310Code Refactoring Guide · refactorGuides an agent through safe, test-backed code refactoring based on Fowler's methods
  311. 311Code Review Specialist · code-review-specialistGives thorough code reviews covering security, performance, quality and maintainability
  312. 312API Doc Generator · doc-generatorGenerates accurate API documentation and OpenAPI specs from source code.
  313. 313Safe Code Refactoring · refactorGuides the agent through test-backed, step-by-step refactoring of existing code using Martin Fowler's method.
  314. 314Code Review Specialist · code-review-specialistRuns structured code reviews covering security, performance, quality and maintainability.
  315. 315API Doc Generator · doc-generatorWrites API docs, OpenAPI specs and usage examples from source code.
  316. 316Code Refactoring Assistant · refactorGuides safe, test-backed refactoring of code using Martin Fowler's smell and catalog method
  317. 317Code Review Specialist · code-review-specialistGives thorough code reviews covering security, performance, quality and maintainability.
  318. 318Code Refactoring (Fowler method) · refactorGuides safe, step-by-step refactoring of code using Martin Fowler's methodology and test checks
  319. 319Code Review Specialist · code-review-specialistGives thorough code reviews covering security, performance, quality and maintainability.
  320. 320API Documentation Generator · doc-generatorTurns source code into clear API docs, OpenAPI specs, and code examples
  321. 321Code Refactoring Assistant · refactorGuides safe, test-backed, step-by-step refactoring of existing code using Martin Fowler's methods
  322. 322Discord Channel Setup · configureSave a Discord bot token and review who can message your assistant through Discord.
  323. 323Cardputer Buddy Dev Loop · cardputer-buddyAdd and push MicroPython apps to a provisioned M5 Cardputer-Adv without re-flashing it
  324. 324Writing Hookify Rules · writing-hookify-rulesGuides the agent to write hookify rule files that warn about or block risky commands and code patterns.
  325. 325Build MCP App Widgets · build-mcp-appTeaches the agent to add interactive inline UI widgets to an MCP server.
  326. 326Build MCP Server Guide · build-mcp-serverGuides an agent through designing and building a Model Context Protocol server for Claude.
  327. 327Build a Bundled Local MCP Server · build-mcpbPackage a local MCP server with its runtime into a single installable .mcpb file
  328. 328MCP Integration Guide · mcp-integrationTeaches the agent to bundle and configure MCP servers in Claude Code plugins
  329. 329agent-browser core guide · coreLets an agent drive a real Chrome/Chromium browser: open pages, read them, click, fill forms, and take screenshots.
  330. 330Derive API Client · derive-clientRecords a site's network traffic once, then writes a standalone client that calls its internal API directly.
  331. 331Electron Desktop App Automation · electronDrive Electron desktop apps like Slack or VS Code by reading and clicking their UI via a debug port
  332. 332Agent Browser Control · agent-browserLets an AI agent drive a real Chrome/Chromium browser to navigate, fill forms, click, screenshot and extract data.
  333. 333Fill Translations · fill-translationsFills all missing Reactive Resume UI translations in parallel, then verifies catalog completeness
  334. 334APK Reverse Engineering · apk-reverseGuides an agent through decompiling, patching, repacking and Frida-hooking Android APKs from the CLI.
  335. 335Binary Diff Symbol Migration · binary-diffMigrates function names from an old binary version to a new one using LLM comparison
  336. 336Code Review Skill · code-reviewLets an agent review code for style, bugs, security and best practices using a style guide and a lint script.
  337. 337Git Workflow Helper · git-workflowGuides commit messages, branch names, and pull requests in a conventional format
  338. 338PPTX Importer Dev Guide · importerGuides an agent through developing the PPTX-to-JSON importer: slide parsing, OOXML fixes and debugging.
  339. 339Stage Document Map · stage-dslTeaches an agent how to read and safely edit OpenMAIC classroom stage documents
  340. 340Multi-Reviewer Patterns · multi-reviewer-patternsCoordinates parallel multi-dimension code reviews, merges duplicate findings, and calibrates severity
  341. 341Parallel Debugging · parallel-debuggingDebug tricky bugs by testing competing hypotheses in parallel and weighing the evidence
  342. 342FastAPI Project Templates · fastapi-templatesScaffold production-style FastAPI backend projects with async patterns and tests
  343. 343API Design Principles · api-design-principlesGuides the agent to design clear, consistent REST and GraphQL APIs with a FastAPI starter template
  344. 344Architecture Patterns · architecture-patternsDesign backend code with clean layers, ports and adapters, and DDD boundaries that stay testable.
  345. 345CQRS Implementation Guide · cqrs-implementationGuides the agent through designing CQRS systems that separate read and write models.
  346. 346Event Store Design · event-store-designGuides the agent in designing event stores for event-sourced applications, including technology choices and persistence patterns.
  347. 347Microservices Patterns · microservices-patternsDesign microservice architectures with clear service boundaries, messaging, and resilience patterns
  348. 348Projection Patterns · projection-patternsGuides building read models and materialized views from event streams in event-sourced systems.
  349. 349Saga Orchestration · saga-orchestrationDesign multi-service transactions with compensating rollback steps instead of two-phase commit
  350. 350Temporal Python Testing · temporal-python-testingWrite pytest tests for Temporal Python workflows, activities, and replay checks
  351. 351Workflow Orchestration Patterns · workflow-orchestration-patternsGuides the agent to design reliable, long-running distributed workflows using Temporal.
  352. 352DeFi Protocol Templates · defi-protocol-templatesGives the agent Solidity starting templates for staking, AMM, governance and flash-loan contracts.
  353. 353NFT Standards Guide · nft-standardsWrite ERC-721 and ERC-1155 NFT contracts with metadata, royalties and marketplace hooks
  354. 354Solidity Security · solidity-securityReview and write Solidity smart contracts with common vulnerability checks and secure patterns
  355. 355Web3 Smart Contract Testing · web3-testingWrite and run Hardhat and Foundry tests for Solidity smart contracts, including fuzzing and mainnet forking
  356. 356Conductor Workflow Patterns · workflow-patternsGuides an agent through Conductor's TDD workflow, phase checkpoints, git commits and verification steps
  357. 357PostgreSQL Table Design · postgresql-table-designGuides an agent through PostgreSQL schema design: column types, keys, constraints, indexes and partitioning.
  358. 358Bazel Build Optimization · bazel-build-optimizationGuides an agent through configuring and speeding up Bazel builds in large monorepos.
  359. 359Code Review Excellence · code-review-excellenceGuides the agent to give constructive, prioritized, and well-framed code review feedback.
  360. 360Error Handling Patterns · error-handling-patternsGuides the agent to design exceptions, Result types, retries and graceful fallbacks in code
  361. 361Git Advanced Workflows · git-advanced-workflowsRebase, cherry-pick, bisect, worktrees and reflog recovery for cleaner Git history.
  362. 362Nx Workspace Patterns · nx-workspace-patternsSet up and tune Nx monorepo workspaces: project boundaries, build caching, and affected commands.
  363. 363SQL Optimization Patterns · sql-optimization-patternsSpeed up slow SQL queries with indexing advice and EXPLAIN plan analysis
  364. 364Spark Memory & Thermal Ops · spark-memory-thermal-opsPlan unified-memory headroom and monitor temperature and power during long DGX Spark training runs
  365. 365DGX Spark Training Gotchas · spark-training-gotchasPreflight-check ten known ML training failure modes on NVIDIA DGX Spark (GB10) before long runs.
  366. 366.NET Backend Patterns · dotnet-backend-patternsGuides the agent to write and review C#/.NET backend code using modern async, DI, EF Core, Dapper and testing patterns
  367. 367Angular Migration Guide · angular-migrationGuides an agent through moving AngularJS apps to Angular using hybrid mode and incremental rewrites.
  368. 368Database Migration Guide · database-migrationPlan and write schema/data migrations with rollback and zero-downtime patterns
  369. 369Dependency Upgrade Planner · dependency-upgradePlans and runs staged major-version dependency upgrades with compatibility checks and tests
  370. 370React Modernization · react-modernizationUpgrade React apps, move class components to hooks, and adopt React 18 concurrent features.
  371. 371Next.js App Router Patterns · nextjs-app-router-patternsGuides the agent to build Next.js 14+ apps using the App Router, Server Components, streaming and data fetching.
  372. 372React Native Architecture · react-native-architectureGuides the agent through building production React Native and Expo apps with sound structure and patterns.
  373. 373React State Management · react-state-managementGuides an agent through choosing and using React state libraries like Zustand, Redux Toolkit and React Query.
  374. 374Godot GDScript Patterns · godot-gdscript-patternsLets the agent write Godot 4 game code in GDScript using signals, scenes, state machines and optimisation patterns.
  375. 375Unity ECS Patterns · unity-ecs-patternsGuides the agent through Unity DOTS (ECS, Jobs, Burst) patterns for high-performance game code
  376. 376JavaScript Testing Patterns · javascript-testing-patternsGuides an agent to write Jest, Vitest and Testing Library tests for JS/TS projects
  377. 377Modern JavaScript Patterns · modern-javascript-patternsTeaches the agent ES6+ JavaScript idioms for cleaner, modern, more maintainable code
  378. 378Node.js Backend Patterns · nodejs-backend-patternsGuides the agent to build production-style Node.js APIs with Express or Fastify.
  379. 379TypeScript Advanced Types · typescript-advanced-typesGuides the agent through TypeScript generics, conditional, mapped and template literal types
  380. 380Hybrid Search Implementation · hybrid-search-implementationGuides the agent to combine vector and keyword search for better retrieval in RAG and search systems
  381. 381LangChain & LangGraph Architecture · langchain-architectureGuides the agent in designing LLM apps and agents with LangChain 1.x and LangGraph
  382. 382RAG Implementation Guide · rag-implementationGuides the agent in designing retrieval-augmented generation systems that answer from your own documents
  383. 383Vector Index Tuning · vector-index-tuningGuides an agent through tuning vector search indexes for speed, recall, and memory use
  384. 384Dataset Curation · dataset-curationFormat, template, pack, and validate training datasets, and write the dataset card, before fine-tuning
  385. 385GRPO & RLVR Training · grpo-rlvr-trainingGuides reinforcement learning with verifiable rewards (GRPO) to improve tasks with checkable right answers
  386. 386LoRA & QLoRA Recipes · lora-qlora-recipesConfigure LoRA/QLoRA fine-tuning adapters with rank, alpha, learning rate and module choices
  387. 387Preference Optimization · preference-optimizationChoose and configure DPO, ORPO, KTO or SimPO to align a fine-tuned model with preference feedback.
  388. 388Quantized Model Export · quantized-exportExport a promoted fine-tuned model into a deployment format and smoke-test it after export.
  389. 389Vision-Language Fine-Tuning · vision-sftGuides fine-tuning of vision-language AI models on image+text data, including LoRA settings and common silent failures.
  390. 390ML Pipeline Workflow · ml-pipeline-workflowGuides an agent in designing end-to-end MLOps pipelines from data prep through training, validation and deployment
  391. 391Recommendation Pipeline Architect · recsys-pipeline-architectDesigns and scaffolds ranked feed and top-K recommendation pipelines using a six-stage pattern
  392. 392Billing Automation · billing-automationGuides the agent through designing recurring billing, invoicing, dunning, and proration logic
  393. 393PayPal Integration · paypal-integrationGuides an agent through adding PayPal checkout, subscriptions, IPN webhooks and refunds to a site or app.
  394. 394Stripe Payment Integration · stripe-integrationGuides the agent through building Stripe checkout, subscriptions, webhooks and refunds
  395. 395Async Python Patterns · async-python-patternsWrite concurrent, non-blocking Python using asyncio, gather, tasks, timeouts and error handling.
  396. 396Python Anti-Patterns Checklist · python-anti-patternsReviews Python code against a checklist of common bad practices before you ship it
  397. 397Python Background Jobs · python-background-jobsGuides the agent to build Python background job systems with task queues, workers, retries and job state tracking.
  398. 398Python Code Style Guide · python-code-styleMakes the agent apply modern Python linting, formatting, naming and docstring standards
  399. 399Python Configuration Management · python-configurationSet up typed, validated Python app settings loaded from environment variables using pydantic-settings
  400. 400Python Design Patterns · python-design-patternsGuides the agent to write and review Python code with simple, well-separated, testable structure
  401. 401Python Error Handling · python-error-handlingWrite Python input validation, custom exceptions, and batch failure handling the robust way
  402. 402Python Observability · python-observabilityAdd structured logs, metrics and tracing to Python apps so production issues are easier to diagnose.
  403. 403Python Packaging Guide · python-packagingTeaches the agent to structure, build and publish Python packages to PyPI
  404. 404Python Performance Optimization · python-performance-optimizationProfile slow Python code and suggest targeted speed and memory fixes
  405. 405Python Project Structure · python-project-structureGuides an agent to lay out Python projects, modules, and __all__ public APIs cleanly
  406. 406Python Resilience Patterns · python-resilienceTeaches the agent to add retries, backoff, jitter and timeouts to Python code that calls unreliable services.
  407. 407Python Resource Management · python-resource-managementWrite Python code that reliably releases connections, file handles and other resources using context managers.
  408. 408Python Testing Patterns · python-testing-patternsWrite pytest tests with fixtures, mocks, and TDD practices for Python code
  409. 409Python Type Safety · python-type-safetyHelps the agent add and check Python type hints, generics, protocols and mypy/pyright strict checking.
  410. 410UV Package Manager Guide · uv-package-managerGuides an agent through fast Python dependency, venv, and project setup using uv
  411. 411Bats Shell Testing Patterns · bats-testing-patternsWrite and structure automated tests for shell scripts using the Bats testing framework
  412. 412AI Debt Detector · ai-debt-detectorAudits AI-written code for hidden problems like missing error handling, leaked resources, and made-up packages.
  413. 413Go Concurrency Patterns · go-concurrency-patternsTeaches the agent Go concurrency patterns: goroutines, channels, sync primitives, and context.
  414. 414Memory Safety Patterns · memory-safety-patternsGuides the agent to write safer C, C++ and Rust code using RAII, ownership and smart pointers.
  415. 415Rust Async Patterns · rust-async-patternsWrite and debug async Rust code with Tokio, channels, streams and error handling patterns
  416. 416GitHub Agentic Workflows Router · agentic-workflowsRoutes requests to design, create, debug or upgrade GitHub Agentic Workflows using the right guidance files.
  417. 417AI Readiness Assessment · acreadiness-assessScores how ready a code repository is for AI agents and writes a visual HTML report.
  418. 418AgentRC Policy Helper · acreadiness-policyWrites, explains and applies JSON policies that tune how AgentRC scores repo AI-readiness.
  419. 419Add Educational Comments · add-educational-commentsAdds teaching-focused explanatory comments to a code file without changing how it runs.
  420. 420Adobe Illustrator Scripting · adobe-illustrator-scriptingLets an agent write, debug and optimize Adobe Illustrator ExtendScript (.jsx) automation scripts.
  421. 421API Breaking Change Detector · api-breaking-change-detectorChecks C# API changes against TypeScript/JavaScript frontend code to catch broken contracts
  422. 422Apple App Store Reviewer · apple-appstore-reviewerAudits an iOS app's code and metadata for likely App Store rejection risks and fixes
  423. 423Arch Linux Triage · arch-linux-triageDiagnose and fix Arch Linux problems with pacman, systemd and journalctl commands
  424. 424Architecture Blueprint Generator · architecture-blueprint-generatorAnalyzes a codebase and produces a detailed architecture reference document with diagrams.
  425. 425ASP.NET Minimal API with OpenAPI · aspnet-minimal-api-openapiGuides the agent to write ASP.NET Minimal API endpoints with typed responses and OpenAPI docs
  426. 426Smart City IoT Solution Planner · azure-smart-city-iot-solution-builderPlans end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, cost and phased delivery.
  427. 427Windows Batch File Expert · batch-filesWrite, debug and maintain Windows .bat/.cmd scripts with correct cmd.exe syntax
  428. 428Batch Script Progress · batch-script-progressAdds clear start, progress, failure and summary output to batch scripts without changing their results
  429. 429Feature Implementation Planner · breakdown-feature-implementationDrafts a detailed technical implementation plan for a feature from a product spec
  430. 430Bug Receipt · bug-receiptCloses bug and incident work with a standard receipt marking it VERIFIED, PARTIAL, or BLOCKED.
  431. 431Code Exemplars Blueprint Generator · code-exemplars-blueprint-generatorGenerates a prompt that scans your codebase and writes an exemplars.md of real, high-quality code examples.
  432. 432Code Tour Builder · code-tourWrites guided, step-by-step CodeTour walkthroughs that link to real files and line numbers
  433. 433Codebase Memory Explorer · codebase-memory-mcpLets the agent navigate large codebases via a code knowledge graph, with source checks
  434. 434Python Script Tutorial Maker · comment-code-generate-a-tutorialRefactors a Python script for PEP 8, adds teaching comments, and writes a README tutorial.
  435. 435Commit Message Storyteller · commit-message-storytellerWrites Conventional Commits messages that explain why a git change was made
  436. 436CMS Platform Workflow Guide · content-management-systemsGuides an agent through building or changing CMS themes, plugins, editors, and media across major platforms.
  437. 437Context Map · context-mapMaps the files a coding task touches before the agent makes any changes
  438. 438Conventional Branch Naming · conventional-branchName Git branches consistently using the Conventional Branch spec, and check names for compliance.
  439. 439Conventional Commit Writer · conventional-commitWrites standardized git commit messages and can run the commit for you.
  440. 440Copilot Instructions Blueprint Generator · copilot-instructions-blueprint-generatorGenerates a copilot-instructions.md file that steers GitHub Copilot to match your project's existing code patterns and versions.
  441. 441Copilot PR Autopilot · copilot-pr-autopilotLoops Copilot code review on a GitHub PR: triggers, triages, fixes, replies and resolves until converged.
  442. 442GitHub Copilot SDK · copilot-sdkLets an agent help you build apps that embed Copilot agents, streaming, custom tools and MCP servers
  443. 443Copilot Spaces Access · copilot-spacesLoad curated project context from GitHub Copilot Spaces and manage Spaces via the API
  444. 444Copilot Usage Metrics · copilot-usage-metricsPull and summarize GitHub Copilot usage stats for an org or enterprise via the gh CLI
  445. 445Cosmos DB NoSQL Data Modeling · cosmosdb-datamodelingGuides an agent through gathering requirements and designing an Azure Cosmos DB NoSQL data model
  446. 446Create Architectural Decision Record · create-architectural-decision-recordWrites a structured ADR document recording a technical decision, its alternatives and consequences
  447. 447Create GitHub Feature Issue from Spec · create-github-issue-feature-from-specificationTurns a specification file into a single, de-duplicated GitHub feature request issue
  448. 448Create Quarkus Project · create-quarkus-projectScaffold, configure and run a new Quarkus Java project (Maven or Gradle) in dev mode
  449. 449Spring Boot Project Skeleton · create-spring-boot-java-projectScaffolds a Java 21 Spring Boot project with Postgres, Redis, MongoDB and Docker Compose
  450. 450Spring Boot Kotlin Project Setup · create-spring-boot-kotlin-projectScaffolds a Spring Boot 3.4 Kotlin project with Redis, PostgreSQL and MongoDB via Docker Compose
  451. 451Oracle-to-PostgreSQL Migration Integration Tests · creating-oracle-to-postgres-migration-integration-testsWrites Oracle-based integration tests for .NET data access code as a baseline for a later PostgreSQL migration.
  452. 452C# Async Best Practices · csharp-asyncReviews and writes C# async code following common async/await best practices
  453. 453C# XML Documentation Guide · csharp-docsMakes the agent write C# XML doc comments following Microsoft-style conventions.
  454. 454NUnit Testing Best Practices · csharp-nunitGuides an agent to write C# NUnit unit tests following standard conventions and data-driven patterns.
  455. 455D365 Solution Blueprint · d365-solution-blueprintGuides an agent through authoring a Dynamics 365 Finance & Supply Chain architecture blueprint step by step.
  456. 456Dataverse Python Advanced Patterns · dataverse-python-advanced-patternsWrite production-grade Python code for the Dataverse SDK with retries, batching, and optimized queries
  457. 457Dataverse Python Production Code · dataverse-python-production-codeWrites production-style Python for Microsoft Dataverse using the PowerPlatform-Dataverse-Client SDK
  458. 458Dataverse Python Quickstart · dataverse-python-quickstartGenerates Python snippets for setting up and using the Dataverse SDK (CRUD, bulk, paging)
  459. 459Dataverse Python Use-Case Builder · dataverse-python-usecase-builderDesigns and writes Python solutions for Microsoft Dataverse business scenarios using the PowerPlatform-Dataverse-Client SDK
  460. 460Microsoft 365 Declarative Agents Kit · declarative-agentsGuides building and validating Microsoft 365 Copilot declarative agents using the v1.5 schema and TypeSpec
  461. 461Documentation & Modernization · doc-and-modernizeWrites a cited architecture doc for a local codebase, then a phased plan to modernize or migrate it
  462. 462.NET Best Practices Reviewer · dotnet-best-practicesChecks and shapes C#/.NET code against common best practices for DI, async, testing and logging.
  463. 463.NET Design Pattern Review · dotnet-design-pattern-reviewReviews C#/.NET code for design pattern use and suggests improvements without editing it
  464. 464Build .NET MCP Servers · dotnet-mcp-builderGuides an agent to write current C#/.NET Model Context Protocol servers and clients correctly.
  465. 465.NET Timezone Helper · dotnet-timezoneGives .NET/C# code and Windows/IANA timezone IDs for cities, regions and DST handling
  466. 466ND .NET Upgrade Prompts · dotnet-upgradeGives an agent a set of ready-made prompts for planning and checking a .NET framework upgrade
  467. 467EditorConfig Generator · editorconfigGenerates a .editorconfig file for a project with rule-by-rule explanations
  468. 468Entity Framework Core Best Practices · ef-coreGives the agent a checklist of EF Core database coding best practices to follow and review against.
  469. 469EF Core D2 Database Diagram · efcore-d2-db-diagramGenerates D2 database diagrams (ERD source) from Entity Framework Core models
  470. 470Build Power Automate Flows · flowstudio-power-automate-buildLets an agent construct, connect, deploy and test Power Automate cloud flows via the FlowStudio MCP server.
  471. 471Power Automate Flow Debugger · flowstudio-power-automate-debugLets an agent find the real root cause of failing Power Automate cloud flows via FlowStudio MCP.
  472. 472Fluent UI Blazor Guide · fluentui-blazorBuild Blazor apps correctly with Microsoft's Fluent UI component library
  473. 473Folder Structure Blueprint Generator · folder-structure-blueprint-generatorAnalyzes a project's folder layout and writes a consistency guide for it
  474. 474CopilotKit + Foundry Hosted Agent Wiring · foundry-hosted-agent-copilotkitWire a CopilotKit React app to a Microsoft Foundry hosted agent over AG-UI, with approvals and tools.
  475. 475Web Game Engine Builder · game-engineGuides an agent to build 2D and 3D browser games with Canvas, WebGL and JavaScript
  476. 476Migration Instructions Generator · generate-custom-instructions-from-codebaseGenerates Copilot migration rules by comparing two project versions (branches, commits, tags)
  477. 477GitHub File Attachments · gh-attachUpload, embed, and download files on GitHub PRs and issues via the gh-attach CLI extension
  478. 478Git Commit with Conventional Commits · git-commitLets the agent stage related files and make clean, Conventional Commits-style Git commits.
  479. 479Git Flow Branch Creator · git-flow-branch-creatorInspects your git changes and creates a correctly named Git Flow branch for them
  480. 480AI Slop Cleaner · ai-slop-cleanerTrim bloated, repetitive AI-generated code without changing its behavior
  481. 481Autopilot: Idea to Working Code · autopilotAutonomously takes a short product idea through planning, parallel coding, QA and validation to working code.
  482. 482Session and Repo Debugger · debugDiagnose stuck or broken Claude Code/OMC sessions using logs, traces, state and focused reproduction
  483. 483Execute Approved Tasks · executeCarry an agreed task through to working, verified code with test evidence
  484. 484HUD Statusline Configurator · hudInstalls and configures a heads-up statusline display for Claude Code showing session, agent and task status
  485. 485Minimal Code Discipline · minimal-code-disciplineKeeps code changes small, reuses existing helpers, and avoids adding unnecessary dependencies.
  486. 486PR Body Drafter · prDrafts a pull request body from existing verification evidence, visuals and reversibility notes
  487. 487Project Session Manager · project-session-managerSets up isolated git worktrees and optional tmux sessions for issues, PRs and features
  488. 488Ralph Persistence Loop · ralphKeeps an agent iterating on a task via a PRD of user stories until each is reviewer-verified
  489. 489Code Review Workflow · omc-reviewReviews finished code changes for defects, risk, reuse gaps, and simplification before shipping.
  490. 490Evidence-Driven Tracing · traceExplains why an observed result happened by ranking competing hypotheses against evidence
  491. 491Pine Script & TDX Strategy Exporter · pine-scriptConverts a backtested Vibe-Trading strategy into TradingView, TDX, and MT5 trading code.
  492. 492Web Page Reader · web-readerLets the agent read web pages and articles as clean Markdown text via a read_url tool.
  493. 493iOS App Security with Objection · analyzing-ios-app-security-with-objectionLets the agent run runtime security tests on iOS apps using Objection and Frida during authorized assessments
  494. 494Foundry Smart Contract Security Audit · auditing-foundry-smart-contract-securityRuns pre-deployment security checks on Solidity contracts: static analysis, fuzzing, invariant tests, and key hygiene
  495. 495GitLab DevSecOps Pipeline Builder · building-devsecops-pipeline-with-gitlab-ciSets up a GitLab CI pipeline with SAST, DAST, container, dependency and secret scanning stages
  496. 496Custom graph models · cognee-custom-graph-modelsDefine your own node and edge types so cognee builds a structured knowledge graph
  497. 497Custom Tasks and Pipelines · cognee-custom-pipelinesLets the agent write and run its own cognee processing pipelines with custom tasks and graph nodes.
  498. 498Install and run cognee · cognee-installSet up the cognee Python memory SDK and run a first remember-recall example
  499. 499Cognee Database Migrations · cognee-migrationsGuides an agent through cognee's database migrations: auto-runs, checking and repairing migration state, and moving data.
  500. 500Tune cognee performance · cognee-performanceSpeed up, throttle, or estimate the cost of cognee memory ingestion and queries
  501. 501Run the cognee Server · cognee-serverStart, check, and connect to a local cognee API server and UI, and pick the right auth mode.
  502. 502Diff Risk Explainer · diff-risk-explainerBriefly explains what a small code diff changed and why it matters.
  503. 503PR Comment Politeness Evaluator · pr-comment-evaluatorJudges whether a code review comment sounds polite, without assessing technical correctness.
  504. 504Architecture Decision Records · architecture-decisionGuides the agent through writing a formal ADR documenting a technical decision and its alternatives
  505. 505Architecture Review · architecture-reviewChecks that game design requirements are covered by architecture decisions and flags gaps and conflicts
  506. 506Asset Audit · asset-auditChecks game asset files for naming, size, format issues, orphaned and missing assets.
  507. 507Game Balance Checker · balance-checkFinds balance outliers, broken progressions and economy problems in game data and design docs
  508. 508Architectural Code Review · code-reviewReviews code against standards, SOLID principles, ADRs and engine guidance, producing a graded report.
  509. 509Create Stories · create-storiesBreaks a game epic into implementable stories with acceptance criteria
  510. 510Day-One Patch Planner · day-one-patchPlans and gates a small post-gold-master launch patch with QA checks and a rollback plan
  511. 511Dev Story Implementer · dev-storyImplements one game-dev story in code and tests, following its architecture decisions
  512. 512Task Effort Estimator · estimateGives a structured effort range, risks and confidence level for a coding task, based on the codebase.
  513. 513Hotfix Emergency Workflow · hotfixWalks an agent through an approved, audited emergency fix on a hotfix branch
  514. 514Localization Pipeline · localizeFinds hardcoded game strings and runs translation, validation and localization QA workflows
  515. 515Performance Profile · perf-profileFinds performance bottlenecks in a game codebase and ranks fixes against set budgets.
  516. 516Propagate Design Change · propagate-design-changeFinds architecture decisions made stale by an edited game design doc and walks through fixes
  517. 517Quick Design Spec · quick-designWrites a short written design spec for small game changes, skipping the full design doc.
  518. 518Engine Setup Wizard · setup-enginePins a game engine and version into your project's CLAUDE.md and fetches matching reference docs
  519. 519Story Readiness Checker · story-readinessChecks game dev stories for missing criteria, open design questions and blocked dependencies before coding starts
  520. 520Team Audio Orchestrator · team-audioCoordinates a simulated audio team to plan a game feature's sound, music and implementation.
  521. 521Team Combat Orchestrator · team-combatCoordinates a multi-agent team to design, implement and test a game combat feature
  522. 522Team Polish Orchestrator · team-polishCoordinates a team of AI specialists to profile, optimize and harden a game feature or area
  523. 523Tech Debt Tracker · tech-debtScans code for debt markers and maintains a prioritized tech debt register
  524. 524Test Helpers Generator · test-helpersGenerates engine-specific test helper libraries (assertions, factories, mocks) for your project's test folder.
  525. 525Measure Before You Fix · measure-before-you-fixTime a slow or stale step with a stopwatch before changing any timeouts or code.
  526. 526Project Test Suite Health Checker · testingValidates agent skill conformance and runs the project test suite, classifying failures as regressions, stale tests, flakes or infra issues.
  527. 527Atomic Chat Local Models · add-atomic-chat-toolLets the NanoClaw container agent call local models served by the Atomic Chat desktop app
  528. 528clidash read-only dashboard · add-clidashAdd a read-only web dashboard that shows NanoClaw agent, session, and log data from its CLI
  529. 529Codex Agent Provider · add-codexRun NanoClaw agent groups on OpenAI Codex instead of Claude, with vault-managed credentials.
  530. 530Add Ollama Provider · add-ollama-providerRoute a NanoClaw agent group to a local Ollama model instead of the Anthropic API
  531. 531Ollama Local Models Bridge · add-ollama-toolLets the agent offload prompts to locally running Ollama models, and optionally manage them.
  532. 532Add OpenCode Provider · add-opencodeLets NanoClaw run agents on OpenCode, an open-source model router (OpenRouter, OpenAI, Google, DeepSeek and more).
  533. 533Add rtk Token Compression · add-rtkRoutes agent shell commands through rtk to cut token use on dev tools like git and docker
  534. 534Add Tavily Search and Extract · add-tavily-toolGives NanoClaw agents keyless web search and URL extraction via Tavily's remote MCP server
  535. 535Add Telegram Channel · add-telegramLets your NanoClaw agent send and receive messages through a Telegram bot.
  536. 536NanoClaw Container Debugging · debugTroubleshoot NanoClaw agent containers, logs, session databases and mounts
  537. 537NanoClaw Migration Assistant · migrate-nanoclawMoves a customized NanoClaw fork onto new upstream code by replaying your changes, not merging them
  538. 538Frontend Engineer Workflow · frontend-engineerMakes the agent build, test, and visually check web pages in a real browser before calling them done.
  539. 539OpenCLI Adapter Author · opencli-adapter-authorGuides an agent to build or fix OpenCLI JS adapters that pull site data into CLI commands
  540. 540OpenCLI AutoFix · opencli-autofixDiagnoses and patches broken OpenCLI website adapters, then retries and reports upstream.
  541. 541OpenCLI Usage Guide · opencli-usageLets an agent find and run OpenCLI website adapters and control Chrome via the opencli command line.
  542. 542Commit Context Tracer · commit-contextTrace a file or line back to the agent session that produced its current commit
  543. 543Agent Commit History · commit-historyLists recent git commits linked to agent sessions, filtered by branch, repo, or limit
  544. 544GitHub CLI Helper · githubLets the agent check issues, pull requests, CI runs and GitHub API data using the gh command-line tool.
  545. 545tmux Terminal Control · tmuxLets the agent run and read interactive terminal sessions (tmux) on macOS or Linux
  546. 546Accessibility Audit · a11y-auditScan a web codebase for WCAG 2.2 A/AA accessibility issues and suggest fixes
  547. 547Playwright Pro Testing Toolkit · pwLets your AI agent write, review, fix and migrate Playwright end-to-end browser tests
  548. 548Adversarial Code Reviewer · adversarial-reviewerRuns a hostile, three-persona code review on your changes to catch blind spots a self-review misses.
  549. 549Code Reviewer · code-reviewerReviews pull requests, diffs and snippets across many languages for security, async, error and performance issues, then gives a merge verdict.
  550. 550Email Template Builder · email-template-builderBuild transactional email templates, provider integrations, and previews for your app
  551. 551Embedded IoT Mentor · embedded-iot-mentorGuides hardware and IoT projects from idea to a breadboard prototype, with board, toolchain, and data-display advice.
  552. 552Repomix Codebase Packer · repomixPacks a code repository into one AI-readable file so the agent can explore and search it.
  553. 553Contextual Commits · contextual-commitWrites git commit messages that record the why behind code changes, not just the what.
  554. 554Browser Extension Developer · browser-extension-developerGuides an agent through building and maintaining the Repomix cross-browser extension
  555. 555Repomix Codebase Explorer · repomix-explorerPacks a repo into one file with Repomix, then searches and summarizes it for you
  556. 556Autofix Local Changes · autofixReview and repair your uncommitted git changes in a loop until a Qwen review converges.
  557. 557GitHub Issue Bugfix Workflow · bugfixReproduce, fix, verify and test a bug from a GitHub issue, step by step, in the Qwen Code repo
  558. 558CodeScope Code Graph Analysis · codegraphAnswers structure, history, bug-tracing and PR-review questions about a codebase using a local code knowledge graph
  559. 559Create GitHub Issue · create-issueDraft a bilingual GitHub issue from your idea or bug, then submit it after your approval
  560. 560Feature Development Workflow · feat-devGuides an agent through a multi-phase process for building non-trivial qwen-code features.
  561. 561Find Simplifications · find-simplificationsSweeps qwen-code repo-wide for unused code and files, files candidates on an issue, and lands only maintainer-approved removals.
  562. 562Memory Leak Debugger for Qwen Code · memory-leak-debugGuides an agent to capture and compare heap snapshots to find memory leaks in the Qwen Code CLI
  563. 563Prepare PR Metadata · prepare-prWrites PR title and body files from your branch diff, following the repo's PR template, without pushing.
  564. 564Qwen Code Claw · qwen-code-clawDelegate coding tasks to the Qwen Code agent through acpx from your current agent
  565. 565Repo Hygiene Scanner · repo-hygieneScans a repo for small docs, test and code hygiene issues and batches safe fixes onto one branch
  566. 566Structured Debugging · structured-debuggingMakes the agent debug hard bugs with hypotheses, targeted instrumentation and evidence instead of guessing.
  567. 567Batch API Document Transform · batch-apiPlans a many-file, one-shot transform and submits it to DashScope's half-price asynchronous Batch API.
  568. 568New App Builder · new-appGuides the agent through building a new app, website, game, or CLI from scratch, end to end.
  569. 569Qwen Code Helper · qc-helperAnswers Qwen Code questions from its official docs and can view or edit settings.json.
  570. 570Simplify Recent Changes · simplifyReviews your recent code changes for reuse, quality and efficiency, then applies safe cleanups.
  571. 571Stuck Session Diagnostics · stuckDiagnoses frozen or slow Qwen Code sessions by checking processes, CPU, memory and debug logs
  572. 572Workflow Script Authoring · workflow-authoringTeaches the agent to write multi-agent Workflow tool scripts that fan out, verify and synthesize work.
  573. 573Prioritize Assumptions · prioritize-assumptionsTriage product assumptions on an Impact × Risk matrix and design experiments for the risky ones.
  574. 574Ansoff Matrix Growth Strategy · ansoff-matrixMap a business's growth options across four quadrants: penetration, market development, product development, diversification
  575. 575Release Workflow Automator · release-skillsWalks an agent through versioning, changelogs, tagging and GitHub Releases for your project
  576. 576Electron App Extractor · baoyu-electron-extractUnpacks an installed Electron desktop app and recovers its readable source code
  577. 577Babysit a PR · ce-babysit-prKeeps an open GitHub pull request moving toward merge-ready, handling review feedback and CI failures over time.
  578. 578Code Review Assistant · ce-code-reviewReviews a diff or PR for bugs, regressions, test gaps and standards issues, with optional local fixes.
  579. 579Git Commit Helper · ce-commitMakes clean local git commits with clear, outcome-focused messages, staging only named files.
  580. 580Commit, Push and Open PR · ce-commit-push-prCommits your changes, pushes the branch, and opens or updates a GitHub pull request with a written description.
  581. 581Debug and Fix · ce-debugFinds the root cause of a bug or failing behavior, then fixes it test-first when you approve.
  582. 582Measured Optimization Loop · ce-optimizeRuns a measured loop that cost-profiles a workload or tests variants and keeps only scored winners on a branch.
  583. 583Resolve PR Review Feedback · ce-resolve-pr-feedbackJudge PR review comments, apply valid fixes, and close review threads with verified publication.
  584. 584Simplify Code Review · ce-simplify-codeReviews recent code changes for clarity, reuse, efficiency, and low-value tests or comments, then applies safe simplifications.
  585. 585Xcode Simulator Testing · ce-test-xcodeBuild, run and test an iOS app in a simulator and report evidence-backed PASS/FAIL results.
  586. 586Work Execution Command · ce-workImplements a plan or clear build request end-to-end and verifies it locally
  587. 587Git Worktree Isolation · ce-worktreeSets up a separate git workspace so an agent's changes don't touch your main checkout.
  588. 588Multi-page Lighthouse SEO audit · seo-unlighthouseRuns Lighthouse performance and SEO audits across every page of a site, locally, without a PageSpeed API quota.
  589. 589SEO Content Quality Analysis · seo-contentScores page content for usefulness, E-E-A-T, readability and AI-citation readiness, and cleans up AI-style drafts.
  590. 590SEO Schema Markup Checker · seo-schemaFinds, validates, and generates Schema.org JSON-LD structured data for a web page
  591. 591Open Pull Request · open-prOpens or updates a GitHub pull request for the pascalorg/editor repo from the current branch, describing only its real changes.
  592. 592Pascal Architecture Reviewer · review-architectureReviews PRs against Pascal's package-boundary and architecture rules before merge
  593. 593CCXT Crypto Exchange Helper · ccxtHelps an agent write and debug code that trades on 150+ crypto exchanges using the CCXT library
  594. 594Claude Cookbooks Reference · claude-cookbooksGives an agent code examples and guides for building with the Claude API
  595. 595CoinGecko API Reference · coingeckoGives the agent CoinGecko crypto market data API documentation to help build price tools
  596. 596Cryptofeed Market Data · cryptofeedTeaches the agent to write Python code that streams live crypto exchange data via the cryptofeed library.
  597. 597Hummingbot Trading Bot Helper · hummingbotHelps an agent answer questions about Hummingbot crypto trading bot setup, strategies and connectors
  598. 598Polymarket Prediction Market Helper · polymarketGuides building apps that read Polymarket data and stream live market activity over WebSocket
  599. 599SnapDOM DOM-to-Image Capture · snapdomTurn web page elements into SVG, PNG, JPG or WebP images in the browser
  600. 600Telegram Bot & Mini App Dev · telegram-devGuides the agent through building Telegram bots, Mini Apps and clients using the Telegram APIs
  601. 601Google Skill Finder · finding-google-skillsFinds and loads the matching Google product skill from Google's published catalog for a stack decision
  602. 602Google Cloud Authentication Guide · google-cloud-recipe-authGuides an agent through Google Cloud IAM, sign-in methods, and secure service account access
  603. 603Google Cloud First-Steps Onboarding · google-cloud-recipe-onboardingGuides a new developer through gcloud setup, login, project selection, billing and a first deployment
  604. 604Google Developer Knowledge Lookup · retrieving-developer-knowledgeLets the agent search and quote official Google developer docs instead of relying on memory
  605. 605Data Manager Event Ingestion · data-manager-api-event-ingestionGuides code that sends conversions and analytics events to Google via the Data Manager API
  606. 606Data Manager API Setup · data-manager-api-setupWalks you through enabling, authenticating and installing libraries for the Google Data Manager API
  607. 607Google Ads API Quickstart · google-ads-api-quickstartWalks an agent through Google Ads API setup and a first campaign-retrieval script
  608. 608Google Mobile Ads Android Migration · google-mobile-ads-android-migrate-to-next-genGuides migrating Android apps from the legacy Google Mobile Ads SDK to the Next-Gen SDK
  609. 609Google Mobile Ads Banner Setup · google-mobile-ads-bannerGuides an agent through adding Google banner ads to Android, iOS, or Unity apps
  610. 610Google Mobile Ads SDK Setup · google-mobile-ads-get-startedWalks an agent through installing and initializing Google's mobile ads SDK in Android, iOS, or Unity apps.
  611. 611Google Mobile Ads Interstitial Guide · google-mobile-ads-interstitialGuides an agent through adding Google interstitial (full-screen) ads to Android, iOS, or Unity apps
  612. 612Google Mobile Ads Rewarded Ads · google-mobile-ads-rewardedGuides an agent through implementing Google rewarded ads in Android, iOS, or Unity apps.
  613. 613Validate Google Mobile Ads Integration · google-mobile-ads-validateAudits an iOS, Android, or Unity app's Google Mobile Ads SDK setup before launch.
  614. 614Agent Platform Eval Flywheel · agent-platform-eval-flywheelLets an agent plan, run and iterate on quality evaluations of AI models and agents on Google Cloud
  615. 615Agent Platform GenAI Inference · agent-platform-inferenceLets an agent call Gemini and open models (Llama, DeepSeek, Qwen) on Google Cloud via the GenAI, OpenAI, or Vertex AI SDKs.
  616. 616Apigee Agent Gateway Governance · apigee-agent-gateway-governanceBuilds an Apigee inspection proxy that meters, identifies and screens an agent's LLM traffic via Agent Gateway
  617. 617Application Integration Authoring · application-integration-authoringLets an agent build, version, publish, test and run Google Cloud Application Integration workflows via REST API and Python.
  618. 618Bigtable Basics · bigtable-basicsGuides an agent through Google Bigtable schema design, SQL/CLI queries, client code and provisioning.
  619. 619Genkit Dart Developer Guide · developing-genkit-dartHelps an agent write Genkit Dart code for LLM flows, tools, prompts and AI agents
  620. 620Genkit Go Developer · developing-genkit-goBuild AI features, agents, flows and tools in Go using the Genkit SDK
  621. 621Genkit JS Developer Guide · developing-genkit-jsBuild AI apps and agents with Genkit in Node.js/TypeScript, using current APIs and error fixes
  622. 622Genkit Python Developer · developing-genkit-pythonHelps an agent build Python AI apps with Genkit: generation, tools, flows, and multi-turn agents.
  623. 623Firebase Basics Setup · firebase-basicsSets up the Firebase CLI, logs you in, picks or creates a project, and downloads app config files.
  624. 624Gemini Managed Agents API · gemini-agents-apiLets an agent create, configure, list, update and delete hosted Gemini agent resources via REST calls.
  625. 625Gemini API on Agent Platform · gemini-apiGuides agents to build with the Gemini API and Google Gen AI SDKs on Google Cloud's Agent Platform (formerly Vertex AI).
  626. 626Gemini Interactions API Guide · gemini-interactions-apiTeaches an agent to build Gemini Interactions API calls for multi-turn, streaming, and agent tasks on Google Cloud
  627. 627Gemini Live API Client Builder · gemini-live-apiGenerates a Python client for the Gemini Live API websocket, with auth, session resumption and a demo app
  628. 628GKE Networking Planner · gke-networkingPlans and configures private, VPC-native GKE cluster networking with Dataplane V2 and IP planning
  629. 629Borderless Data Lakehouse Designer · google-cloud-solution-agentic-ai-borderless-data-lakehouseGuides an agent through designing a multi-cloud open data lakehouse on Google Cloud with an AI serving layer.
  630. 630Agentic Data Science Architecture Designer · google-cloud-solution-agentic-ai-data-science-workflowGuides an agent through designing a multi-product Google Cloud architecture for agent-based data analytics or ML workloads.
  631. 631GKE AI Workload Migration Guide · google-cloud-solution-guided-gke-ai-migrationGuides moving existing AI inference workloads from Cloud Run or Gemini APIs onto self-hosted GKE using gcloud and kubectl.
  632. 632RAG Enterprise Search on GKE and AlloyDB · google-cloud-solution-rag-enterprise-search-gke-sqldbGuides design and deployment of a private enterprise search system on Google Cloud using AlloyDB, GKE and open models.
  633. 633Google Cloud Performance Optimization Review · google-cloud-waf-performance-optimizationGives performance-focused guidance for Google Cloud workloads based on the Well-Architected Framework.
  634. 634Managed Airflow Migration Guide · managed-airflow-migrationsGuides an agent through migrating Airflow DAG code to Airflow 2.11.1 or Airflow 3 on Google Cloud
  635. 635Migrate Legacy Code to Safe Rust · migrate-to-rustGuides an agent through porting legacy C++, Fortran, Java, Python or C code to safe, optimized Rust with telemetry.
  636. 636Sign In With Google (Web) · sign-in-with-google-webGuides an agent to build secure Google sign-in for web apps using Google Identity Services.
  637. 637Ego-Lite Simplify · ego-lite-simplifyGuides an agent to find and safely remove dead code and unneeded complexity in the ego-lite repo
  638. 638Create TypeScript CLIs · CreateCLIBuild production-style TypeScript command-line tools with help text, JSON output and exit codes
  639. 639LifeOS Development Skill · DevelopmentBuilds, tests, modifies and health-checks software against its ISA criteria so code and spec stay in agreement
  640. 640Herdr Terminal Workspace Manager · HerdrOperates and checks the herdr terminal workspace manager for coding agents, including its local config.
  641. 641Open Source Repo Manager · OpenSourceManagementTriage GitHub issues, PRs and discussions, and check new Ollama models for your open-source repos.
  642. 642RichFormat Terminal Renderer · RichFormatDraws Claude Code replies in the terminal as boxed flows, charts, tables, diffs and coloured labels.
  643. 643Root Cause Analysis · RootCauseAnalysisInvestigate incidents and recurring failures with Five Whys, fishbone, fault trees and blameless postmortems.
  644. 644Simplify Codebase Safely · SimplifyMaps every dependency of a file, skill, or codebase, then removes only cuts that tests prove safe.
  645. 645Browser Harness · browser-harnessLets the agent drive a real Chrome browser: click, type, navigate, and use your logged-in sessions.
  646. 646Run ML Experiments · run-experimentDeploys and launches ML training jobs on local, SSH, Vast.ai, or Modal GPUs
  647. 647System Profiler · system-profileProfiles a script, process, or GPU setup and reports bottlenecks with a change log.
  648. 648Web Debug Search · web-debug-searchSearches GitHub, Stack Exchange, Chinese dev forums and docs to find error fixes and workarounds
  649. 649Memory Systems Design · memory-systemsGuides an agent to design persistent memory: cross-session recall, entity tracking, and retrieval over stored facts.
  650. 650Project Development Methodology · project-developmentDecide whether an LLM fits a task and how to structure a multi-stage LLM pipeline and its costs.
  651. 651Code Reviewer · code-reviewerReviews code for bugs, security holes, and performance problems with prioritized, specific feedback.
  652. 652Elasticsearch Expert · elasticsearchGuides an agent through Elasticsearch queries, mappings, aggregations, and cluster management
  653. 653Git Operations Expert · git-expertGuides branching, rebasing, merge conflicts, and Git recovery with safe practices.
  654. 654GitHub Operations Expert · githubGuides the agent through PRs, issues, code review, Actions and releases using the gh CLI.
  655. 655Go Expert Guidance · golang-expertWrites and reviews Go code with idiomatic concurrency, error handling and testing patterns
  656. 656GraphQL Expert · graphql-expertGuides the agent to design GraphQL schemas, resolvers, subscriptions and query performance.
  657. 657Machine Learning Engineer · ml-engineerGuides an agent through building, evaluating and deploying ML models with PyTorch and scikit-learn
  658. 658MongoDB Operations Expert · mongodbHelps design MongoDB schemas, write queries, build aggregation pipelines, and tune indexes.
  659. 659Next.js Expert · nextjs-expertGuides an agent through Next.js App Router, rendering, API routes, middleware and caching best practices
  660. 660OpenAPI Expert · openapi-expertGuides the agent to design, review, and document OpenAPI/Swagger API specifications
  661. 661PostgreSQL Expert · postgres-expertGuides the agent through PostgreSQL query tuning, indexing, schema design and admin best practices.
  662. 662Python Expert · python-expertWrites and reviews Python with type hints, packaging, async, testing and performance guidance
  663. 663React Expert · react-expertGuides the agent through React hooks, state, Server Components, and performance fixes
  664. 664Redis Expert · redis-expertGuides an agent to design Redis data structures, caching, locks, and cluster patterns.
  665. 665Regex Expert · regex-expertLets the agent write, debug, optimize and explain regular expressions across common flavors.
  666. 666Rust Expert · rust-expertGuides the agent to write safe, idiomatic Rust covering ownership, lifetimes, async, traits, and unsafe code.
  667. 667Shell Scripting Expert · shell-scriptingWrites robust, portable Bash and POSIX shell scripts with proper error handling and cleanup
  668. 668SQL Query Analyst · sql-analystWrites, optimizes and debugs SQL queries and designs database schemas across major dialects.
  669. 669SQLite Expert · sqlite-expertGuides the agent to design, tune, and query SQLite databases using WAL mode, indexes, FTS5 and more.
  670. 670TypeScript Type System Expert · typescript-expertGuides the agent to write strictly typed TypeScript with generics, utility types and narrowing
  671. 671WebAssembly Expert · wasm-expertGuides compiling Rust/C to WebAssembly, WASI modules, WIT components, and browser integration
  672. 672Feishu Miaoda App Builder · lark-appsLets the agent create, develop, deploy and manage Miaoda (Feishu) apps via the lark-cli tool
  673. 673GSAP Performance Guide · gsap-performanceMakes the agent write GSAP animations that stay smooth at 60fps and avoid jank.
  674. 674GSAP Plugins Guide · gsap-pluginsGuides the agent to correctly use GSAP plugins like ScrollToPlugin, Flip, Draggable and SplitText
  675. 675GSAP Utils Helper · gsap-utilsLets the agent write GSAP math helpers like clamp, mapRange, snap and random correctly.
  676. 676Coding in a Repository · codingLets the agent investigate, edit, test and verify code changes inside a project using Leon's file, search and shell tools.
  677. 677Drive a Virtual iPhone · vphone-guest-controlInstall, run and control vphone virtual iPhones on a Mac from the command line
  678. 678Add Wasp Skills · add-wasp-skillsGuides you to install Wasp agent skills that add Wasp best practices to your AI coding tools.
  679. 679Open SaaS Getting Started · getting-startedWalks you through checking Wasp, fetching the Open SaaS guide, and starting the app's database and dev server.
  680. 680PR Merge Assistant · pr-mergeGuides an agent through merging GitHub pull requests while preserving contributor authorship
  681. 681RL Policy Optimization Best Practices · rl-policy-optimizationGuides an agent through reinforcement learning algorithm choice, training recipes and fair evaluation.
  682. 682Data Loading Optimization · data-loadingGuides an agent to set up PyTorch DataLoaders so the GPU isn't left waiting on data.
  683. 683Distributed Training Guide · distributed-trainingGuides an agent through multi-GPU PyTorch DDP training best practices.
  684. 684Mixed Precision Training · mixed-precisionGuides an agent to apply FP16/BF16 mixed precision to speed up and shrink GPU training
  685. 685PyTorch Training Best Practices · pytorch-trainingGuides an agent to write or review PyTorch training loops with standard reproducibility and efficiency practices.
  686. 686Add App Icon · add-app-iconAdds a bundled logo to Dozzle for a container image that has none, or fixes a wrong one.
  687. 687Run Dozzle Dev Instance · run-dev-instanceStart a local Dozzle dev server on a worktree-specific free port for hands-on UI testing
  688. 688LitGPT LLM Implementation and Fine-Tuning · implementing-llms-litgptLets the agent set up, fine-tune, pretrain and export LLMs with Lightning AI's LitGPT toolkit
  689. 689Mamba State-Space Model Guide · mamba-architectureGuides an agent to build, load and benchmark Mamba (state-space) language models with linear-time sequence processing.
  690. 690nanoGPT Minimalist GPT Trainer · nanogptGuides an agent through building, training and sampling a small GPT model from scratch with PyTorch
  691. 691RWKV Architecture Guide · rwkv-architectureExplains and helps use RWKV, a fast, memory-light RNN-style language model architecture
  692. 692TorchTitan Distributed Pretraining · distributed-llm-pretraining-torchtitanGuides an agent through large-scale LLM pretraining with PyTorch torchtitan across many GPUs
  693. 693SentencePiece Tokenizer · sentencepieceTeaches the agent to train and use SentencePiece tokenizers for multilingual and CJK text
  694. 694Axolotl LLM Fine-Tuning Guide · axolotlGuides an agent through fine-tuning LLMs with Axolotl: YAML configs, LoRA/QLoRA, DPO and multi-GPU setups.
  695. 695PEFT Efficient Fine-Tuning · peft-fine-tuningTeaches the agent to fine-tune large language models cheaply using LoRA and QLoRA adapters
  696. 696Unsloth Fine-Tuning Guide · unslothGuides an agent through faster, lower-memory LoRA/QLoRA fine-tuning with Unsloth
  697. 697GRPO Reinforcement Fine-Tuning · grpo-rl-trainingGuides an agent through GRPO reinforcement fine-tuning of language models with TRL and custom reward functions
  698. 698miles RL Training · miles-rl-trainingGuides large-scale reinforcement learning post-training of big MoE models on GPU clusters
  699. 699OpenRLHF Reinforcement Training · openrlhf-trainingRun large-model RLHF training (PPO, GRPO, RLOO, DPO) on multi-GPU clusters with Ray and vLLM
  700. 700SimPO Preference Training · simpo-trainingGuides an agent through reference-free SimPO preference fine-tuning of LLMs, a DPO alternative.
  701. 701slime RL Training Guide · slime-rl-trainingGuides an agent through reinforcement-learning post-training of LLMs with the slime Megatron+SGLang framework
  702. 702torchforge RL Training · torchforge-rl-trainingGuides an agent through Meta's torchforge library for reinforcement learning training runs
  703. 703TRL Fine-Tuning Guide · fine-tuning-with-trlTeaches the agent to fine-tune language models with SFT, DPO, PPO/GRPO and reward models using HuggingFace TRL
  704. 704verl RL Training for LLMs · verl-rl-trainingGuides an agent through reinforcement learning post-training of LLMs with verl (GRPO, PPO and more).
  705. 705HuggingFace Accelerate Distributed Training · huggingface-accelerateTeaches the agent to add multi-GPU, multi-node and mixed-precision training to PyTorch scripts
  706. 706Megatron-Core Large-Scale LLM Training · training-llms-megatronGuides an agent through setting up and running very large language model training on NVIDIA GPUs with Megatron-Core.
  707. 707PyTorch FSDP2 Training Sharding · pytorch-fsdp2Guides an agent to add PyTorch FSDP2 sharding, mixed precision, offload and distributed checkpointing to training scripts.
  708. 708PyTorch Lightning Training · pytorch-lightningGuides an agent to write and scale PyTorch training code using Lightning's Trainer, callbacks and distributed strategies.
  709. 709Ray Train Distributed Training · ray-trainScale PyTorch, TensorFlow or HuggingFace training across one or many machines with Ray
  710. 710AWQ 4-bit Model Quantization · awq-quantizationShrinks large language models to 4-bit weights for faster, lower-memory inference using AWQ.
  711. 711Quantizing Models with bitsandbytes · quantizing-models-bitsandbytesShrink large language models to 8-bit or 4-bit so they fit on smaller GPUs, and train with QLoRA
  712. 712Flash Attention Speedup · optimizing-attention-flashMakes transformer attention faster and less memory-hungry on NVIDIA GPUs
  713. 713GGUF Model Quantization · gguf-quantizationConvert and shrink language models into GGUF files to run them locally on CPUs and Apple Silicon.
  714. 714GPTQ 4-Bit Model Quantization · gptqShrink large language models to 4-bit so they run on smaller GPUs with little accuracy loss
  715. 715HQQ Model Quantization · hqq-quantizationShrink LLMs to 4/3/2-bit weights quickly, without calibration datasets, for HuggingFace or vLLM use.
  716. 716ML Training Recipes · ml-training-recipesGives the agent proven PyTorch training patterns, optimizer and LR guidance, and debugging steps
  717. 717SGLang Inference Serving · sglangServe LLMs fast with structured JSON/regex outputs and automatic prefix caching
  718. 718AutoGPT Agent Platform · autogpt-agentsGuides building, deploying and benchmarking continuous autonomous AI agents with a visual workflow builder or dev toolkit
  719. 719CrewAI Multi-Agent Orchestration · crewai-multi-agentLets an agent set up teams of role-based AI agents that hand off tasks in sequence or under a manager.
  720. 720LangChain Agents and RAG · langchainGuides the agent to write code using LangChain for LLM agents, tool calling, memory and RAG pipelines.
  721. 721LlamaIndex RAG Builder · llamaindexGuides the agent to build document Q&A and RAG pipelines with LlamaIndex (ingest, index, query, agents).
  722. 722Chroma Embedding Database · chromaLets the agent build and query a local vector database for semantic search and RAG.
  723. 723DSPy Declarative LM Programming · dspyHelps an agent build structured LLM pipelines, RAG systems and optimized prompts with the DSPy framework
  724. 724Guidance Constrained Generation · guidanceForce an LLM's output to follow regex, grammar, or format rules like valid JSON or dates.
  725. 725Instructor Structured Output · instructorGet LLM replies as validated, typed Python objects using Pydantic schemas, with automatic retries
  726. 726Outlines Structured Generation · outlinesMakes local or API language models output valid JSON, choices, regex patterns or Pydantic objects.
  727. 727Segment Anything Model (SAM) · segment-anything-modelLets the agent write code that cuts out any object in an image using clicks, boxes, or automatic mask generation.
  728. 728Knowledge Distillation for LLMs · knowledge-distillationTeaches the agent to shrink large language models into smaller student models using teacher-student training.
  729. 729Long Context Extension · long-contextGuides an agent through extending transformer context windows with RoPE, YaRN, ALiBi and position interpolation.
  730. 730Model Merging with mergekit · model-mergingCombine several fine-tuned AI models into one using mergekit, without retraining.
  731. 731Model Pruning for LLMs · model-pruningShrink and speed up language models by pruning weights, without retraining, using Wanda, SparseGPT and N:M sparsity
  732. 732MoE Training Guide · moe-trainingGuides an agent through training Mixture of Experts models with DeepSpeed or HuggingFace.
  733. 733Speculative Decoding for Faster LLMs · speculative-decodingMakes an agent explain and set up faster LLM text generation using draft models, Medusa heads, or lookahead decoding.
  734. 734KrillinAI CLI Routing · krillinai-cliLets an agent build and run the KrillinAI CLI for subtitles, dubbing, renders, covers and speech
  735. 735Get API Docs via chub · get-api-docsFetches current API and SDK documentation with the chub CLI before the agent writes code.
  736. 736Flutter Bloc/Cubit State Guide · bloc-cubitGuides an agent to pick Bloc vs Cubit and apply Flutter state management best practices
  737. 737Flutter Riverpod State Management · riverpodGuides an agent to write Flutter state management code using Riverpod providers, async state, and tests.
  738. 738Olakai Monitoring Integration · integrateAdds Olakai LLM monitoring, custom KPIs and validation to existing AI code
  739. 739New AI Agent Project Setup · new-projectScaffold an AI agent wired to Olakai monitoring, with KPI design and validation steps.
  740. 740Electronics Sourcing with parts-mcp · electronics-sourcingGuides an agent to search, price, check stock and quote electronic parts via parts-mcp tools
  741. 741Tavily Web Search Best Practices · tavily-best-practicesTeaches the agent to build Tavily web search, extraction, crawling and research integrations correctly.
  742. 742Effect Framework Answers · effectAnswers Effect (TypeScript) questions by cloning and searching the Effect source code
  743. 743Claude Code Delegation · claude-codeLets an agent hand coding tasks to the Claude Code CLI via print, tmux, or background modes.
  744. 744Codex CLI Automation · codexRun OpenAI Codex CLI headlessly for scripted, CI, and agent-driven coding tasks
  745. 745Grok Build CLI Operator · grok-buildLets the agent run and manage the Grok Build (grok) command-line tool, including headless runs, sessions, and permissions.
  746. 746HTML to Video Pipeline · html-to-video-pipelineTeaches the agent to reliably record HTML pages to MP4 with Playwright/Puppeteer and ffmpeg, avoiding timing and quality pitfalls.
  747. 747Modern Python Toolchain · modern-python-toolchainSet up Python projects with uv, ruff, and pyright using consistent conventions
  748. 748Angular Architect · angular-architectGuides building Angular 17+ standalone components, routing, NgRx state, RxJS and tests
  749. 749API Designer · api-designerGuides an agent to design REST/GraphQL APIs, OpenAPI 3.1 specs, versioning, pagination and errors
  750. 750Architecture Designer · architecture-designerGuides system architecture design, trade-off analysis, and Architecture Decision Records (ADRs)
  751. 751Atlassian MCP Expert · atlassian-mcpGuides an agent through Jira and Confluence queries, tickets, sprints and Atlassian MCP server setup
  752. 752CLI Developer · cli-developerGuides the agent to build command-line tools with proper flags, help text, completions and terminal UX
  753. 753Code Reviewer · code-reviewerReviews code diffs and files for bugs, security issues, and maintainability, then writes a structured report
  754. 754C++ Pro · cpp-proWrite, optimize and debug modern C++20/23 code with CMake, concurrency and performance guidance
  755. 755C# .NET Developer · csharp-developerGuides an agent to build .NET 8+ APIs, EF Core data access, and Blazor apps with modern C# practices
  756. 756Database Optimizer · database-optimizerDiagnoses slow PostgreSQL and MySQL queries and suggests indexes, rewrites and config tuning.
  757. 757Debugging Wizard · debugging-wizardSystematically finds and fixes bugs by parsing errors, stack traces and logs.
  758. 758Django Expert · django-expertGuides an agent to build Django models, ORM queries, DRF APIs, JWT auth and tests
  759. 759Django S3 File Storage · django-storages-s3Set up Django static and media files on AWS S3 with presigned URLs and test mocks
  760. 760.NET Core Expert · dotnet-core-expertGuides an agent to build .NET 8 APIs with minimal APIs, clean architecture, EF Core and JWT auth
  761. 761Embedded Systems Firmware Helper · embedded-systemsGuides writing firmware for microcontrollers: RTOS tasks, interrupts, DMA, peripherals and power savings.
  762. 762FastAPI Expert · fastapi-expertGuides an agent to build async FastAPI and Pydantic V2 APIs with auth, database and tests
  763. 763Flutter Expert · flutter-expertGuides an agent to build Flutter 3 / Dart apps with Riverpod or Bloc, GoRouter, and performance tuning.
  764. 764Fullstack Guardian · fullstack-guardianBuilds security-focused web features spanning database, API, and UI with auth and validation at each layer
  765. 765Game Developer · game-developerGuides an agent through Unity/Unreal game systems, ECS, networking, and frame-rate optimization
  766. 766Go Pro Coding Assistant · golang-proWrites idiomatic Go with goroutines, generics, interfaces, gRPC microservices and pprof tuning.
  767. 767GraphQL Architect · graphql-architectDesign GraphQL schemas, Apollo Federation setups, resolvers and real-time subscriptions.
  768. 768Java Architect · java-architectGuides building, configuring, and debugging Spring Boot 3.x enterprise Java apps, including WebFlux, JPA, and Spring Security.
  769. 769JavaScript Pro · javascript-proWrite, debug and refactor modern JavaScript with async patterns, ESM modules and Node.js APIs
  770. 770Kotlin Specialist · kotlin-specialistWrites idiomatic Kotlin with coroutines, Flow, KMP, Compose, Ktor and DSL patterns
  771. 771Laravel Specialist · laravel-specialistGuides an AI agent to build Laravel 10+ apps: models, APIs, queues, Livewire and tests.
  772. 772Legacy System Modernizer · legacy-modernizerPlans incremental migrations of old codebases using strangler fig, facades, and characterization tests
  773. 773MCP Server Developer · mcp-developerBuilds and debugs MCP servers and clients with tool, resource, and transport code in TypeScript or Python
  774. 774Microservices Architect · microservices-architectDesigns distributed systems: service boundaries, communication, data, resilience and observability
  775. 775ML Pipeline Expert · ml-pipelineGuides building ML training pipelines with experiment tracking, orchestration, and validation
  776. 776NestJS Backend Expert · nestjs-expertGuides an agent to build NestJS TypeScript backends: modules, controllers, DTO validation, auth, and tests.
  777. 777Next.js Developer · nextjs-developerGuides an agent to build Next.js 14+ App Router apps with server components, actions, and SEO metadata
  778. 778PHP Pro · php-proGuides an agent to write strictly typed PHP 8.3+ code for Laravel and Symfony, with tests and static analysis.
  779. 779PostgreSQL Pro · postgres-proLets your agent tune PostgreSQL queries, indexes, replication, JSONB, extensions and VACUUM health.
  780. 780Python Pro · python-proWrite type-safe, async-first Python 3.11+ code with pytest suites and mypy/ruff checks
  781. 781RAG Architect · rag-architectDesigns and builds retrieval-augmented generation (RAG) search systems over your documents
  782. 782Rails Expert · rails-expertGuides an agent through Rails 7+ work: query tuning, Hotwire, Action Cable, Sidekiq jobs and RSpec tests.
  783. 783React Expert · react-expertHelps the agent build, debug and modernize React 18+ and Next.js components, hooks and state using current best practices.
  784. 784React Native & Expo Expert · react-native-expertGuides building, optimizing and debugging React Native and Expo mobile apps for iOS and Android
  785. 785Rust Engineer · rust-engineerHelps the agent write, review and debug idiomatic Rust code, including ownership, traits, async and error handling.
  786. 786Salesforce Developer · salesforce-developerWrite, debug, and deploy Salesforce Apex, Lightning Web Components, SOQL and integrations
  787. 787Secure Code Guardian · secure-code-guardianGuides an agent to write auth, input validation, and OWASP-aligned security code
  788. 788Shopify Expert · shopify-expertGuides building and debugging Shopify themes, apps, and Storefront API integrations
  789. 789Spring Boot Engineer · spring-boot-engineerGuides an agent to build Spring Boot 3.x apps: REST APIs, JPA data, Security 6, WebFlux and Spring Cloud.
  790. 790SQL Pro · sql-proOptimize slow SQL queries, design schemas, and convert queries between database dialects.
  791. 791Swift Expert · swift-expertGuides an agent to write idiomatic Swift for iOS/macOS apps, SwiftUI, async/await and actors.
  792. 792TypeScript Pro · typescript-proWrites advanced TypeScript types, type guards, and tRPC setups for stronger type safety
  793. 793Vue 3 Expert · vue-expertGuides an agent to build Vue 3 components, Pinia stores, Nuxt, Quasar/Capacitor mobile apps and Vite builds.
  794. 794Vue 3 JavaScript Expert · vue-expert-jsBuilds Vue 3 components and composables in plain JavaScript with JSDoc types, no TypeScript
  795. 795WebSocket Engineer · websocket-engineerGuides building real-time WebSocket and Socket.IO systems with auth, rooms, scaling and reconnection
  796. 796WordPress Pro · wordpress-proGuides the agent to build WordPress themes, plugins, Gutenberg blocks and WooCommerce code securely.
  797. 797Coding Agent Delegation · coding-agentHand coding tasks to Codex, Claude Code, or Pi CLIs running in the background
  798. 798GitHub Issue Auto-Fixer · gh-issuesFetch GitHub issues, have sub-agents implement fixes, open PRs, and address review comments
  799. 799Git Commits & PRs · git-commitWrite clean commits and open pull requests with the gh CLI, following Conventional Commits.
  800. 800GitHub CLI Operations · githubLets an agent check PRs and CI, manage issues, and query the GitHub API via the gh CLI.
  801. 801Hugging Face Hub via MCP · hf-mcpLets your AI assistant search Hugging Face models, datasets, papers and Spaces, and run cloud GPU jobs.
  802. 802Hugging Face Hub CLI · hf-cliLets the agent run the hf command to download, upload and manage Hugging Face models, datasets and spaces
  803. 803Gradio Web UI Builder · huggingface-gradioLets the agent build Gradio Python web UIs, demos and chatbots with correct component and layout patterns.
  804. 804HF LLM Trainer · huggingface-llm-trainerFine-tune language or vision models on Hugging Face cloud GPUs and convert them to GGUF
  805. 805Hugging Face Local Models · huggingface-local-modelsFind GGUF models on the Hugging Face Hub and run them locally with llama.cpp
  806. 806Hugging Face API Tool Builder · huggingface-tool-builderBuilds reusable scripts that fetch, enrich and process Hugging Face Hub data via its API.
  807. 807Trackio Experiment Tracking · huggingface-trackioLog ML training metrics, fire alerts, and query results from a live dashboard
  808. 808Vision Model Trainer · huggingface-vision-trainerFine-tune object detection, image classification, and SAM segmentation models on Hugging Face cloud GPUs.
  809. 809Hugging Face ZeroGPU · huggingface-zerogpuWrite correct Gradio code for Hugging Face ZeroGPU Spaces, including @spaces.GPU, durations and quotas.
  810. 810Train Sentence-Transformers Models · train-sentence-transformersGuides an agent through fine-tuning embedding, reranker, sparse and ColBERT-style retrieval models
  811. 811Transformers.js ML in JavaScript · transformers-jsRun Hugging Face machine learning models in JavaScript for text, image, and audio tasks
  812. 812TRL LLM Training · trl-trainingWrite and debug code that post-trains language models with TRL (SFT, DPO, GRPO, KTO, reward models)
  813. 813Browser Edge-Case Debugging · browser-edge-casesTeaches an agent a step-by-step method for fixing browser automation failures on tricky sites.
  814. 814Queen Colony Debug · queen-colony-debugDebug Hive queen sessions, colony forks, and worker tracker plumbing in an isolated server
  815. 815Error Recovery Decision Tree · hive.error-recoveryMakes the agent diagnose failed tool calls and choose retry, fix, skip, or escalate instead of blind retries
  816. 816Terminal Tools Foundations · hive.terminal-tools-foundationsTeaches an agent to run shell commands, manage background jobs, and read results safely
  817. 817Filesystem Search Tools · hive.terminal-tools-fs-searchTeaches an agent to search files and folders with ripgrep and glob tools instead of raw shell commands.
  818. 818Background Job Control · hive.terminal-tools-job-controlRun long commands in the background and monitor, read, and stop them safely.
  819. 819Persistent PTY Sessions · hive.terminal-tools-pty-sessionsLets the agent drive interactive terminal programs (REPLs, sudo, ssh prompts) with state kept across calls
  820. 820Terminal Tools Troubleshooting · hive.terminal-tools-troubleshootingDiagnoses surprising results from terminal-tools calls, such as empty output, null exit codes, and expired handles.
  821. 821Graft Code Graph Navigator · graftLets an agent find, trace and map code in this repo via a precomputed graph instead of grepping files
  822. 822Align Recipe pyproject.toml · align-recipe-pyprojectChecks and fixes a Python recipe's pyproject.toml to match Google's ADK recipe repo standards
  823. 823Extract Python Environment Variables · extract-python-environment-variablesDeclare a Python recipe's env vars in .env.example and wire up dotenv loading
  824. 824GitHub PR Review (Human-Voiced) · github-pr-reviewReviews a GitHub pull request and drafts inline comments for your approval before posting them one by one
  825. 825Prepare Python Recipe · prepare-python-recipeRuns a multi-step pipeline to make a Python recipe pass the repo's CI checks
  826. 826AQuA Agent Quality Monitor · agents-cli-aquaOperate the AQuA quality monitor for a deployed agents-cli agent: attach it, read insights, and fix defects.
  827. 827Retail Product Search Agent · retail-product-searchBuilds a semantic product search agent on Google Cloud with BigQuery and Vector Search
  828. 828Virtual Try-On Agent · retail-virtual-tryonBuilds a Google Cloud virtual try-on app with image and Veo video try-ons, plus local testing
  829. 829AGP 9 Upgrade Assistant · agp-9-upgradeGuides an AI agent through migrating an Android project to Android Gradle Plugin 9
  830. 830CameraX Android Camera Guide · cameraxGuides an agent through Android CameraX development, migrations, and camera pitfalls
  831. 831Android Parked Apps for Cars · android-for-cars-parked-appsGuides adapting video, game, and browser Android apps to run as parked apps on Android Auto and Android Automotive OS.
  832. 832Android AppFunctions Builder · appfunctionsExpose Android app workflows to AI agents as callable AppFunctions with Kotlin code and docs
  833. 833LiteRT-LM On-Device LLM for Android · litert-lmBuild an Android app that runs a text LLM like Gemma or Qwen on the phone's CPU or GPU
  834. 834LiteRT On-Device Inference for Android · litert-runtimeGuides an agent to build Kotlin Android apps that run .tflite models on CPU/GPU with LiteRT.
  835. 835ML Kit GenAI Prompt API · ml-kit-genai-prompt-apiGuides Android developers integrating on-device Gemini Nano prompts, structured output, and prefix caching
  836. 836ML Kit On-Device Agent API · mlkit-agent-apiBuild on-device Android agents with Gemini Nano, multi-turn sessions and tool calling via AppFunctions
  837. 837Android CLI Helper · android-cliTeaches the agent to install and use Google's android CLI for projects, SDKs, emulators and UI inspection.
  838. 838Restore Credentials for Android · restore-credentialsGuides an agent to add silent sign-in after app restore using Android Credential Manager
  839. 839Verified Email for Android · verified-emailGuides an agent to add passwordless, verified email retrieval to an Android app via Credential Manager.
  840. 840Adaptive Android UI · adaptiveMakes Compose Android UIs adapt to phones, tablets, foldables, desktop and more
  841. 841Android Ink Drawing Builder · ink-app-builderLets an agent build stylus and touch drawing features in Android apps with Jetpack Ink and Compose.
  842. 842Custom Ink Brush Builder · ink-custom-brush-builderLets an agent design custom Jetpack Ink brushes (tips, pressure/tilt behaviors, textures) for Android apps
  843. 843Jetpack Compose Performance Auditor · jetpack-compose-performanceFinds and fixes Android Jetpack Compose UI code that causes lag, jank, or excess recomposition.
  844. 844Migrate XML Views to Compose · migrate-xml-views-to-jetpack-composeGuides an agent through migrating one Android XML layout to Jetpack Compose step by step.
  845. 845Media3 Cast Integration · media3-cast-integrationGuides an agent to add Google Cast support to an Android app using Jetpack Media3 CastPlayer.
  846. 846Jetpack Navigation 3 Guide · navigation-3Guides an agent through installing, migrating to, and building Android Compose navigation with Navigation 3.
  847. 847Android Navigation Event Back Handling · navigation-eventGuides an agent to write Predictive Back and back-gesture handling in Compose Android apps using androidx.navigationevent
  848. 848ANR Audit and Fix · anr-audit-and-fixAudits Android code for ANR risks and diagnoses ANR stack dumps with evidence-based fixes
  849. 849R8 Keep Rule Analyzer · r8-analyzerFinds redundant and overly broad R8 keep rules in an Android app and scores their size impact
  850. 850Play Engage SDK Integration · engage-sdk-integrationGuides an agent to add, debug and fix Google Play Engage SDK publishing code in Android apps
  851. 851Play Billing Library Upgrade · play-billing-library-version-upgradeGuides an agent through upgrading an Android project's Google Play Billing Library to the latest version.
  852. 852Android Profiler · android-profilerRecords and analyzes Android performance traces to diagnose jank, memory, CPU, power and IPC issues
  853. 853Edge-to-Edge Layout Fixer · edge-to-edgeMakes Jetpack Compose screens draw edge-to-edge and stops UI hiding behind system bars or the keyboard.
  854. 854Glance Widget Updates and Memory · glance-appwidget-updates-and-memoryGuides Android home-screen widget state updates, background syncs, and bitmap memory limits on Android 17
  855. 855Glance Canonical Layouts · glance-canonical-layoutsBuild Android home screen widgets using standard Jetpack Glance layout patterns
  856. 856Android Testing Setup · testing-setupLets an agent analyze an Android project's tests and set up unit, UI, screenshot and end-to-end testing.
  857. 857Leanback to Compose TV Migration · leanback-to-compose-tv-migrationGuides an agent to migrate Android TV screens from Leanback/Views to Jetpack Compose for TV (androidx.tv).
  858. 858Wear OS Compose Material 3 Guide · wear-compose-m3Guides an agent to build, update, and migrate Wear OS apps using Wear Compose Material3 components
  859. 859Wear OS Widgets · wear-widgetsBuild, migrate and verify Wear OS widgets using Glance Wear and Remote Compose.
  860. 860Jetpack Compose Glimmer for display glasses · display-glasses-with-jetpack-compose-glimmerGuides building Android XR projected apps for display glasses with Jetpack Compose Glimmer UI.
  861. 861Android XR Projected Hardware · projected-hardwareGuides building Android apps that use glasses camera, microphone, and permissions via ProjectedContext
  862. 862Windows Privilege Escalation Methodology · offensive-windows-privescGuides an agent through escalating a Windows shell to SYSTEM or local admin for authorized pentests
  863. 863Offensive GraphQL Testing · offensive-graphqlGuides an agent through attacking GraphQL APIs during authorised pentests and bug bounties.
  864. 864Backend Dev Guidelines · backend-dev-guidelinesTeaches the agent Node.js/Express/TypeScript backend conventions: layered routes, controllers, services, Prisma, Sentry, Zod.
  865. 865Sentry Error Tracking · error-trackingMakes the agent wire Sentry error tracking and performance spans into Node.js services
  866. 866Frontend Dev Guidelines · frontend-dev-guidelinesTeaches the agent React + TypeScript conventions: Suspense data fetching, MUI v7 styling, TanStack routing.
  867. 867Verify Setup Health Check · source-command-verify-setupRuns an infrastructure health check script and repairs failing setup items
  868. 868Design Drift Report · egm-drift-reportCompares design docs and READMEs against source code and writes a report of mismatches.
  869. 869IP Clause Review · ip-clause-reviewReviews IP ownership, assignment, licence and indemnity clauses in agreements and drafts a risk memo.
  870. 870Open Source License Review · oss-reviewChecks dependencies and outbound code for open source license risks and obligations
  871. 871Atlas Plugin Creator · plugin-creatorScaffolds and validates Atlas Agent plugin folders and personal marketplace entries
  872. 872Review Agent · review-agentPerforms a read-only, defect-first code review of a specified change and reports prioritized findings.
  873. 873Auto Review (Code Review Pointer) · autoreviewRuns a structured code review by delegating to the shared autoreview skill and helper script
  874. 874ClawHub Convex Conventions · clawhub-convexGuides an agent through ClawHub's Convex backend rules, commands, migrations and skill stat handling
  875. 875ClawHub PR Maintainer · clawhub-pr-maintainerGuides an agent through reviewing and triaging ClawHub GitHub issues and pull requests with evidence checks.
  876. 876Convex Backend Router · convexRoutes backend and database tasks to Convex-specific skills and a live capability catalog.
  877. 877Add Convex Capabilities · convex-addAdds hosting or backend features like billing, crons, auth, or search to an existing Convex app.
  878. 878Convex Live Deployment Advisor · convex-advisorTurns Convex runtime insights (read limits, write contention) into code-backed performance and cost fixes
  879. 879Convex AI agent backend · convex-agentBuild an in-app AI agent with durable threads, message history, tools and RAG on Convex
  880. 880Add sign-in to Convex app · convex-authWire passkey or OAuth sign-in into a Convex app, including auth.config.ts and key setup.
  881. 881Add Stripe billing to Convex · convex-billingTeaches the agent to wire Stripe subscriptions, checkout and gating into a Convex app
  882. 882Convex Component Update Checker · convex-check-updatesChecks pinned Convex components for updates and upgrades them one at a time with build checks.
  883. 883Convex Spend Preview · convex-costRanks Convex functions by data read and call volume, projects cost growth, and names the cheapest fix.
  884. 884Convex Component Builder · convex-create-componentGuides an agent to build reusable Convex components with isolated tables and app-facing APIs
  885. 885Convex Scheduled Jobs · convex-cronsAdds recurring scheduled jobs (cron tasks) to a Convex app, written to run safely.
  886. 886Convex Backend Design · convex-designDesigns and builds reactive, type-safe backends on the Convex platform from plain-English product ideas
  887. 887Current Convex Docs Lookup · convex-docsMakes the agent check your installed Convex version and fetch current docs instead of guessing APIs
  888. 888Convex backend specialist · convex-expertWrites and reviews Convex backend code (schemas, queries, mutations, actions) using Convex's current conventions.
  889. 889Explain a Convex App · convex-explain-appMap a Convex app's data model, public vs internal functions, and auth model from its source
  890. 890Improve Convex Plugin Review · convex-improve-convex-pluginSends your coding session transcript to Convex for an AI post-mortem to improve their quickstart tools
  891. 891Convex Launch Readiness · convex-launch-readinessCombine Convex audits into one scored readiness report with an ordered fix plan
  892. 892Rehearse Convex Schema Migrations · convex-migrate-rehearseTest a Convex schema change and backfill on a snapshot-seeded preview before promoting it to prod.
  893. 893Convex Migration Helper · convex-migration-helperPlans safe Convex schema and data migrations for breaking changes without downtime
  894. 894Convex App Optimizer · convex-optimizeAudit an existing Convex app, then plan and apply upgrades and observability fixes after your confirmation.
  895. 895Convex Performance Audit · convex-performance-auditDiagnoses and fixes slow or costly Convex app reads, subscriptions, write conflicts, and limits.
  896. 896Convex Quickstart Template · convex-quickstartSpin up a minimal Next.js + Convex starter app locally from a one-sentence idea.
  897. 897Convex Retention Rules · convex-retentionGuides agents on classifying Convex tables and writing bounded data cleanup jobs for ClawHub.
  898. 898Convex Code Reviewer · convex-reviewerReviews Convex backend code for auth, validator, performance and pattern problems before shipping.
  899. 899Convex Database Seeding · convex-seedFill a Convex database with sample or imported data that matches your schema, safely re-runnable.
  900. 900Convex Auth Setup · convex-setup-authGuides an agent through adding login, user identity mapping, and access control to a Convex app.
  901. 901Convex Component Suggester · convex-suggestSuggests a matching Convex component when you hand-roll a pattern it already solves
  902. 902Convex Migration Lifecycle Guide · create-and-cleanup-migrationGuides an agent through planning, dry-running, applying and cleaning up ClawHub Convex production data migrations with approval gates.
  903. 903Fix Sentry Issues · sentry-fix-issuesTriage, diagnose and fix production errors pulled from Sentry via its MCP server.
  904. 904SPL to APL Translator · spl-to-aplConverts Splunk SPL queries into Axiom APL equivalents with mappings and syntax fixes
  905. 905Technical Documentation Builder · technical-documentationWrites and audits repo docs, README files, and AGENTS.md/CONTRIBUTING.md instruction files
  906. 906Writing Evals for Axiom · writing-evalsScaffolds AI evaluation suites, scorers, flag schemas and config for the Axiom AI SDK.
  907. 907Engineering Runbook · eng-runbookCreates a copy-ready on-call runbook page for engineering services
  908. 908Game Asset Pipeline · asset-pipelineTurns generated or hand-made art into sprite sheets, frames and 3D-rendered sprites that a game engine loads.
  909. 909Blitz3D Decompile and Port · blitz3d-decompDecompile a Blitz3D game and port its logic or animated models to another engine like Roblox
  910. 910fal game asset generator · fal-assetsGenerates game sprites, textures, 3D models, sound and video via fal.ai
  911. 911Game Automation for Mod Testing · game-automationLets an agent launch, screenshot, click and drive a real game to verify its own mods
  912. 912Game Recon for Modding · game-reconMap an installed game's engine, mod route, and compatibility before writing any mod code
  913. 913Mashups: Combine Two Games · mashup-modsPlan and build cross-game mashups, from porting content to running two games together
  914. 914Mod Any Game · mod-any-gameLets an agent mod a PC game you own, from idea to working in-game build with a recorded clip.
  915. 915Port a Mod Faithfully · port-a-modPort an existing game mod to a newer version or loader while keeping its original behaviour exactly
  916. 916Reverse engineering for mods · reverse-engineeringDecompile, inspect and trace game code, data and memory so a mod can hook into real game internals.
  917. 917Stitch to React Components · stitch::react-componentsTurns Google Stitch designs into modular Vite and React components and keeps them in sync.
  918. 918Android Reverse Engineering · android-reverse-engineeringDecompile Android apps and extract their API endpoints and call flows
  919. 919OpenRig cmux Terminal Views · openrig-cmuxOpen OpenRig fleet views of live agent terminals into the cmux terminal app (best-effort provider)
  920. 920Development Team Pod Workflow · development-teamGuides an AI agent through building, verifying, and handing off software work within a development pod
  921. 921Browser Automation with agent-browser · agent-browserLets an agent open websites, fill forms, click, screenshot and extract data via a browser CLI.
  922. 922Chinese Code Review Guide · chinese-code-reviewWrites code review comments in Chinese with priority labels and tactful, clear phrasing
  923. 923Chinese Commit Conventions · chinese-commit-conventionsWrite git commit messages and changelogs in Chinese using Conventional Commits, commitlint, husky and commitizen.
  924. 924Chinese Git Workflow Guide · chinese-git-workflowConfigure Git remotes, SSH/HTTPS auth, branching and CI for Gitee, Coding.net, GitLab and CNB
  925. 925Finish a Development Branch · finishing-a-development-branchGuides an agent through wrapping up finished git work: test, then merge, PR, or keep, with safe cleanup.
  926. 926MCP Server Builder · mcp-builderGuides an agent through designing, coding, testing and shipping production-grade MCP servers.
  927. 927Receiving Code Review · receiving-code-reviewMakes the agent verify code review feedback technically before acting, instead of agreeing blindly
  928. 928Requesting Code Review · requesting-code-reviewGets a separate reviewer sub-agent to check your finished code before you merge or move on.
  929. 929Systematic Debugging · systematic-debuggingMakes the agent find the root cause of a bug in four phases before proposing any fix.
  930. 930Test-Driven Development Guide · test-driven-developmentMakes the agent write a failing test first, then the minimal code to pass it, then refactor
  931. 931Git Worktree Isolation Setup · using-git-worktreesSets up an isolated git worktree for a feature, then installs dependencies and runs baseline tests.
  932. 932Verify Before Claiming Done · verification-before-completionMakes the agent run and read real verification commands before saying tests pass, a build works, or work is complete.
  933. 933Tool Calling Tutor · tool-calling-tutorDiagnoses and fixes AI agent tool-calling failures (missed calls, wrong arguments, loops) with guided steps
  934. 934Branch PR Helper · branch-prGuides contributors through opening a pull request that links an approved issue and follows project rules.
  935. 935Chained PR Splitter · chained-prSplits oversized code changes into ordered, reviewable chained pull requests
  936. 936Go Testing Patterns · go-testingGuides the agent to write focused Go tests, Bubbletea/TUI tests, and golden-file updates.
  937. 937GitHub Issue Creation · issue-creationLets the agent draft, check for duplicates, and file or triage GitHub issues using a repo's own issue forms and policy.
  938. 938Judgment Day Dual Review · judgment-dayRuns a blind two-judge adversarial code review with up to two bounded fix rounds.
  939. 939Work-Unit Commit Planner · work-unit-commitsPlans git commits and PRs as small, reviewable units with tests and docs included
  940. 940Gentle AI Branch and PR Workflow · gentle-ai-branch-prOpens branches and pull requests for the gentle-ai repo following its issue-first and review-size rules.
  941. 941Chained PR Splitter · gentle-ai-chained-prSplits oversized code changes into ordered, reviewable chained or stacked pull requests.
  942. 942gentle-ai Contributor Workflow · gentle-ai-collab-perfectGuides external contributors through issue-first, honest PRs for gentle-ai
  943. 943Work-Unit Commit Planner · work-unit-commitsPlans git commits and PRs as small, reviewable units with tests and docs included
  944. 944Claude Desktop Chinese Localization · claude-desktop-zh-localizeAdds missing Chinese translations to the Claude Desktop app's interface and checks coverage
  945. 945Code Comment Cleanup · antislop-codeRemoves generic AI-style comments from code while keeping the ones that carry real information.
  946. 946degit Project Scaffolder · degitDownloads a repo or template snapshot into a new project folder without git history
  947. 947agent-squad Python assistant guide · agent-squad-pythonBuild Python apps with the agent-squad multi-agent orchestration package
  948. 948AgentSquad Swift Framework Guide · agent-squad-swiftGuides building Swift apps on the AgentSquad on-device multi-agent framework (orchestrator, agents, tools, voice).
  949. 949agent-squad TypeScript guide · agent-squad-typescriptGuides an agent through building multi-agent TypeScript apps with the agent-squad npm package.
  950. 950Create GitHub Issue · create-github-issueFiles well-structured GitHub issues that follow your repo's own issue templates and labels.
  951. 951CLI Debug Workflow · debug-cliGuides an agent to build, test, and debug the forge CLI using debug builds, help output, and cloned conversations.
  952. 952Resolve PR Review Comments · github-pr-commentsFetches open inline review comments on a GitHub PR and applies each requested change, then runs checks.
  953. 953Resolve Git Conflicts · resolve-conflictsGuides an agent through planning and resolving Git merge conflicts with backups and validation
  954. 954Resolve FIXME Comments · resolve-fixmeFinds every FIXME in a codebase and implements the work those comments describe.
  955. 955GitHub PR Description Writer · github-pr-descriptionWrites structured pull request descriptions from your git diff and creates the PR via GitHub CLI.
  956. 956Code Review and Release Check · checkReviews diffs, PRs, and release readiness, then reports findings before anything ships.
  957. 957Hunt: Root-Cause Debugging · huntMakes the agent find and prove a bug's root cause before changing any code.
  958. 958Browser Use (Live Chrome Control) · browser-useLets an agent drive your signed-in Chrome profile through a relay for login-dependent work and UI checks
  959. 959Codex Debugging Guide · codex-debuggingInvestigate Codex CLI bugs by reading local source code and targeted tests first
  960. 960CLI Design Guide · create-cliDesigns command-line tools with clear args, help, output, errors and safety rules
  961. 961GitHub Cache Hygiene · github-cache-hygieneCheck GitHub issues and PRs cheaply via local archive first, then live gh reads with rate-limit care
  962. 962GitHub Deep Review · github-deep-reviewInvestigates GitHub bugs and PRs using gh and local code to find root causes and best fixes
  963. 963Hopper Binary Debugger · hopper-debuggerLets an agent query Hopper Disassembler to inspect macOS/iOS binaries and debug runtime behavior.
  964. 964Instruments Profiling · instruments-profilingGuides the agent to record and analyze macOS/iOS app performance traces with xctrace
  965. 965Native App Performance Profiling · native-app-performanceRecord, export and rank CPU hotspots in macOS apps from the command line using xctrace
  966. 966Oracle Second-Model Review · oracleBundle your prompt and repo files and get a second model's advisory review via Oracle CLI
  967. 967Project Structure Mapper · project-structureCompress a TypeScript or Swift repo into one symbol-map file an AI agent can read whole
  968. 968Swift Concurrency Expert · swift-concurrency-expertDiagnoses and fixes Swift 6.2 concurrency compiler errors, Sendable and actor isolation issues.
  969. 969SwiftUI Liquid Glass · swiftui-liquid-glassGuides an agent to build, refactor, or review SwiftUI views using Apple's iOS 26 Liquid Glass APIs.
  970. 970SwiftUI Performance Audit · swiftui-performance-auditDiagnoses and fixes slow or janky SwiftUI apps using code review and Instruments profiling
  971. 971SwiftUI View Refactor · swiftui-view-refactorRestructures SwiftUI views for clear ordering, MV patterns, and correct Observation usage
  972. 972Swarms Multi-Agent Framework · swarmsBuild AI agents and multi-agent workflows in Python using the Swarms framework
  973. 973Code Review Checklist · code-reviewGives the agent a structured checklist for reviewing code for quality, security, performance and maintainability.
  974. 974Commit Message Writer · commit-messagesWrites git commit messages and PR titles in the swarms repo's [TYPE][Target][Description] format.
  975. 975Team Code Review · code-reviewReviews Python changes for bugs, missing tests and security issues against team standards
  976. 976Implement Fog of War · implement-fog-of-warGuides an agent to build, tune, and debug fog of war with line-of-sight in Three.js games
  977. 977Apple App Performance Profiling · performance-profilingDiagnose slow, laggy, leaky, or battery-draining Apple apps using Instruments and MetricKit
  978. 978Combat animation standard · game-dev-combat-animationBuild and review game character attacks so arms, hands and weapons look natural and never break
  979. 979Game combat skill polish · game-dev-combat-skill-polishScores and improves game combat skills and spells using blind judging of filmed footage
  980. 980Author Flat Three.js Game Levels · author-game-levelsDesign and verify flat, readable Three.js game levels with clear routes, collision, and lighting.
  981. 981Build Game Audio Feedback · build-game-audio-feedbackDesign responsive, accessible sound feedback for Three.js and web games
  982. 982Game Camera Controls · build-game-camera-controlsGuides an agent to build and tune Three.js game cameras: follow, zoom limits, occlusion, lock-on, and touch controls.
  983. 983Build Game Changelog · build-game-changelogLets an agent build and maintain an in-game release changelog tied to real production deployments
  984. 984Build Game Inventory · build-game-inventoryBuilds or repairs game inventory, loot, equipment, and save systems with atomic, loss-free transfers.
  985. 985Build Game Map Editor · build-game-map-editorTeaches the agent to build a paused, draft-only browser map editor for Three.js and isometric games.
  986. 986Build Game Monster System · build-game-monster-systemBuilds and audits rigged, gameplay-ready enemy monsters for Three.js web action games
  987. 987Hybrid Game Asset Planner · build-hybrid-game-assetsGuides an agent to choose and build the right mix of 3D models, procedural geometry and 2D art for a web game.
  988. 988Isometric Action RPG Builder · build-isometric-arpgGuides an agent to build or extend a playable isometric action RPG in web tech like Three.js
  989. 989Mobile Three.js Game Builder · build-mobile-threejs-gamesGuides building and testing Three.js browser games that play well on phones and tablets.
  990. 990Build Rigged Game Assets · build-rigged-game-assetsGuides an AI agent to build and audit rigged 3D game characters and monsters with tested asset catalogs
  991. 991Three.js Enemy Systems Builder · build-threejs-enemy-systemsDesigns data-driven enemy definitions, move timing and placeholder fallbacks for Three.js action games
  992. 992Vesperfall Review Assets · build-vesperfall-review-assetsBuilds matched transparent card images and live 3D inspector previews for Vesperfall game assets.
  993. 993Create Game VFX · create-game-vfxGuides an agent to build readable, performance-safe Three.js game visual effects
  994. 994Design Action Combat · design-action-combatLets your agent design, tune, and test readable action combat mechanics for web games.
  995. 995Design Game Encounters · design-game-encountersDesign, tune, and test Three.js action-game encounters with fair, decision-driven arenas and waves.
  996. 996Optimize Three.js Games · optimize-threejs-gamesProfile and speed up Three.js/WebGL game performance without breaking gameplay
  997. 997Tune Enemy AI · tune-enemy-aiDesign, debug, and test combat enemy behavior for action games with clear, fair states
  998. 998Ship a Change · workflow-ship-changeGuides an agent through screenshots, changelog, tests, commit, push and publish for a finished change
  999. 999Ship a Pull Request · shipping-a-prGuides an agent through creating, syncing, updating, and checking GitHub pull requests safely.
  1000. 1000Replica Architect · replica-architectPlans stack, database schema, API and build order for an app clone from a recon map
  1001. 1001Replica Backend Builder · replica-backendBuilds auth, database, Stripe payments, email and jobs for an app clone, using official APIs only
  1002. 1002Replica Build Clone Builder · replica-buildRebuilds an app screen by screen from a recon map, writing all code fresh