Agent skills for Software Developers

476 agent skills are labelled for Software Developers work. They are listed by code score, out of 100.

The 200 highest-scoring

the-judge tech-leads-club/agent-skills
Evidence-first pull request judge that reviews a PR and posts one consolidated GitHub review with inline comments via the gh CLI. Runs the repo's own deterministic checks first, r…

Verified97A
api-gateway-openapi-spec-authoring google/skills
Writes, migrates, and fixes OpenAPI specs for Google Cloud API Gateway. Use when converting an OpenAPI 2.0 (Swagger) spec to OpenAPI 3.x, writing a new OpenAPI 3.x spec, or fixing…

Verified94A
mcp-oauth-triage alirezarezvani/claude-skills
Use when an MCP connector that used to authenticate now fails (tool calls 401 after a good token exchange, breaks after refresh, returns another account's data), before changing c…

Verified92A
constraint-driven-development addyosmani/agent-skills
Establishes a project's quality bar as a written contract and stops agents quietly lowering it. Interviews the user on which dimensions matter, supplies sane default thresholds wh…

Verified91A
google-ads-api-quickstart google/skills
Guides developers through Google Ads API quickstart: credential setup, choosing from 6 client libraries/REST, configuring environments, and running a "retrieve campaigns" script.…

Verified91A
nx-generate tech-leads-club/agent-skills
Generate code using Nx generators — scaffold projects, libraries, features, or run workspace-specific generators with proper discovery, validation, and verification. Use when user…

Verified91A
open-code-review alibaba/open-code-review
Performs AI-powered code review on Git changes using the `ocr` CLI from alibaba/open-code-review. Use when the user asks to review code, review a pull request, review staged/unsta…

Verified90A
migrate-from-v1 nanocoai/nanoclaw
Finish migrating a NanoClaw v1 install into v2. Run after `bash migrate-v2.sh` completes. Seeds the owner, migrates legacy memory, reconciles container configs, and helps port cus…

Verified90A
changelog-generator alirezarezvani/claude-skills
Write release notes and CHANGELOG.md from commits and pick the next semver version. Use whenever the user is cutting a release, asks what changed since the last one or what versio…

Verified90A
code-tour github/awesome-copilot
Use this skill to create CodeTour .tour files — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: "create a tour", "make a code to…

Verified89A
java-mcp-server-generator github/awesome-copilot
Use this skill when the user wants to create a Model Context Protocol (MCP) server in Java or in a Spring Boot app. Also use it when the user wants AI agents, such as GitHub Copil…

Verified89A
prepare-python-recipe google/adk-recipes
End-to-end orchestration to prepare or update a Python recipe under core/python/, contrib/python/, or plugins/<vertical>/<solution>/ so it passes every check in .github/workflows/…

89A
nestjs-modular-monolith tech-leads-club/agent-skills
Specialist in designing and implementing scalable modular monolith architectures using NestJS with DDD, Clean Architecture, and CQRS patterns. Use when building modular monolith b…

Verified89A
application-integration-authoring google/skills
Builds, versions, publishes, tests, and executes Google Cloud Application Integration workflows through the REST API and Python discovery client, and promotes versions across envi…

Verified88A
gentle-ai-collab-perfect Gentleman-Programming/gentle-ai
Trigger: contributing to Gentleman-Programming/gentle-ai as an external collaborator. Strict issue-first workflow, honest PR bodies, contributor-vs-maintainer scope, chained-PR st…

Verified88A
prisma-8 prisma/orm
Use when working in a project that depends on @prisma/orm-postgres, @prisma/orm-sqlite, or @prisma/orm-mongo (Prisma 8, formerly Prisma Next): editing contract.prisma or a contrac…

Verified87A
five-whys davila7/claude-code-templates
Use for the 5 Whys, or when the user wants the root cause of a failure: "why did this happen?", "this keeps breaking", "write the postmortem", "find the real cause". Asks why repe…

Verified87A
focused-fix alirezarezvani/claude-skills
Use when a whole feature or module is broken and needs fixing end to end ('make X work', 'the Y module is broken'). Maps every file and dependency of the area before changing anyt…

Verified87A
git-worktree-manager alirezarezvani/claude-skills
Use when running several branches or agents in parallel on one repo. Creates worktrees with isolated ports and env via worktree_manager.py and removes stale ones with worktree_cle…

Verified87A
desktop-brand-builder QwenLM/qwen-code
Generate a branded Qwen Code desktop package from the Tauri desktop shell using a minimal brandId and logo. Use when the user wants a custom, white-label, or rebranded desktop cli…

Verified87A
brag-sheet github/awesome-copilot
Turn vague "what did I do?" into evidence-backed impact statements for performance reviews, self-reviews, promotion packets, and weekly updates. Uniquely mines Copilot CLI session…

Verified86A
python-mcp-server-generator github/awesome-copilot
Use this skill when the user wants to create a new Model Context Protocol (MCP) server in Python. Also use it to expose Python functions, an API, or a database to AI clients as MC…

Verified86A
spec-driven-workflow alirezarezvani/claude-skills
Use when a feature should be specified before coding (acceptance criteria, spec-first, tests from specs). Writes the spec with spec_generator.py, checks it with spec_validator.py…

Verified86A
data-manager-api-event-ingestion google/skills
Guides developers through implementing event and conversion ingestion to Google products using the Data Manager API /v1/events/ingest endpoint and its associated client libraries.…

Verified86A
lsp-setup github/awesome-copilot
Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by installing and configuring an LSP server for Copilot CLI. Detects th…

Verified85A
gemini-live-api google/skills
Generates a Gemini LiveAPI client service class in the user's chosen programming language. Use when the user wants to build, scaffold, or integrate a client that connects to the G…

Verified85A
oss-review anthropics/claude-for-legal
Open source license compliance check for a dependency list, a single library, or outbound code. Use when reviewing a manifest, SBOM, or repo for copyleft obligations and license c…

Verified85A
provider-framework-migration hashicorp/agent-skills
Migrate Terraform provider resources and data sources from Plugin SDKv2 to the Plugin Framework: muxing both plugins in one provider (terraform-plugin-mux, tf5to6server), per-reso…

Verified85A
prompt-caching-strategy affaan-m/ECC
Optimize LLM prompt caching hit rate to reduce API costs and improve latency. Analyzes prompt structure, identifies cacheable vs non-cacheable content, and recommends restructurin…

Verified84B
microsoft-code-reference github/awesome-copilot
Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Microsoft APIs—to find the right…

Verified84B
tc-tracker alirezarezvani/claude-skills
Use when tracking technical changes as records, or handing work between AI sessions with a change record. Creates, updates and validates change records with tc_create.py, tc_updat…

Verified84B
publish-moviepilot-plugin jxxghp/MoviePilot
Use this skill when the user asks to publish, upload, sync, pull, push, diff, or maintain a MoviePilot local plugin in a GitHub repository. Covers using the configured MoviePilot…

Verified84B
bun midudev/autoskills
Use when building, testing, and deploying JavaScript/TypeScript applications. Reach for Bun when you need to run scripts, manage dependencies, bundle code, or test applications wi…

Verified84B
setup-wizard-generator NousResearch/hermes-agent
Generate a bash wizard guiding a human through manual setup.

Verified83B
tech-debt-audit code-yeongyu/oh-my-openagent
Thorough, file-cited technical debt audit across 9 dimensions using AST-grep (tree-sitter), grep, LSP, and language-native tooling. Produces TECH_DEBT_AUDIT.md with severity, effo…

Verified83B
gh-pr-review CherryHQ/cherry-studio
Automated Cherry Studio review for local branches, PRs, commits, files, architecture docs, and repository skills. Use for code or documentation reviews that need project-specific…

Verified83B
record-upgrade-instructions prisma/orm
Record upgrade instructions alongside a Prisma 8 breaking-change PR, so downstream consumers (users of `@internal/*` and authors of Prisma 8 extensions) can apply the matching cod…

Verified83B
efcore-d2-db-diagram github/awesome-copilot
Generate D2 database diagrams from Entity Framework Core models. USE FOR: EF Core database diagram, Entity Framework Core ERD, DbContext diagram, C# entity relationship diagram, P…

Verified83B
java-testcontainers github/awesome-copilot
Write reliable integration tests in plain Java with Testcontainers 2.x: JUnit Jupiter lifecycle, singleton containers, reuse, generic containers, wait strategies, networks, init s…

Verified83B
roslyn-analyzers github/awesome-copilot
Build, review, debug, package, and test Roslyn diagnostic analyzers, code fix providers, and incremental source generators. Use for DiagnosticAnalyzer, CodeFixProvider, IIncrement…

Verified83B
sandbox-npm-install github/awesome-copilot
Install npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or update node_modules inside a container where the workspace is moun…

Verified83B
worktree-cleaner davila7/claude-code-templates
Inventory the git worktrees of the current repository, classify each one with evidence (merged, PR state, uncommitted or unpushed work, locked, stale, in use by a running session)…

Verified83B
red-green-proof alirezarezvani/claude-skills
Turns a suspected bug into a proven one. Verify the cause against reality before claiming it, write a test that FAILS on the current code, apply the fix, watch it pass — then reve…

Verified83B
senior-fullstack alirezarezvani/claude-skills
Start a fullstack project or audit a codebase: pick a stack (Next.js, FastAPI, MERN, Django), scaffold it and score code quality. Use whenever the user asks which stack to use, wa…

Verified83B
bigquery-udfs google/skills
Creates, deploys, and troubleshoots BigQuery User-Defined Functions (UDFs) and Remote Functions across SQL, JavaScript, Python, and Cloud Run endpoints. Use when writing custom sc…

Verified83B
codeql trailofbits/skills
Scans a codebase for security vulnerabilities using CodeQL's interprocedural data flow and taint tracking analysis. Triggers on "run codeql", "codeql scan", "build codeql database…

Verified83B
add-oauth-provider superdesigndev/treg
Add a provider to treg's OAuth registry (the ones treg holds its own approved app for). Use when asked to "add YouTube/Notion/Meta OAuth", "support connecting X", "add a new OAuth…

Verified83B
tlc-spec-driven tech-leads-club/agent-skills
Feature planning and implementation with 4 adaptive phases (Specify, Design, Tasks, Execute). Auto-sizes depth by complexity. Asks every product decision before the spec is approv…

Verified83B
version-bump thedotmack/claude-mem
Maintainer release workflow for the thedotmack/claude-mem repository only. Handles version increments across package.json, marketplace.json, plugin.json manifests, build verificat…

Verified82B
refactor luongnv89/claude-howto
Systematic code refactoring based on Martin Fowler's methodology. Use when users ask to refactor code, improve code structure, reduce technical debt, clean up legacy code, elimina…

Verified82B
detecting-typosquatting-packages mukul975/Anthropic-Cybersecurity-Skills
Flag misspelled, brandjacked, and typosquatted package names across npm, PyPI, and crates.io before installation, using edit-distance, keyboard-proximity, and known-target corpus…

Verified82B
grill-with-docs alirezarezvani/claude-skills
Use when a plan should be stress-tested against the project's own docs (CONTEXT.md glossary, docs/adr decisions), or the user says 'grill with docs'. Scans ADRs with adr_scanner.p…

Verified82B
spec-to-repo alirezarezvani/claude-skills
Use when the user says 'build me an app', 'create a project from this spec', 'scaffold a new repo', 'generate a starter', 'turn this idea into code', 'bootstrap a project', 'I hav…

Verified82B
application-integration-troubleshooting google/skills
Diagnoses failed, stuck, or silent Google Cloud Application Integration runs and Integration Connectors tasks using the REST API, Cloud Logging, and Cloud Monitoring. Use when an…

Verified82B
google-ads-api-mcp-setup google/skills
Guides developers through downloading, configuring, and installing the official open-source Google Ads MCP Server. Use this skill when a user wants to connect their AI assistant (…

Verified82B
semgrep trailofbits/skills
Runs a Semgrep security scan over a codebase: detects languages, selects rulesets, presents the plan for explicit approval, then runs every approved ruleset through scripts/run-sc…

Verified82B
codenavi tech-leads-club/agent-skills
Your pathfinder for navigating unknown codebases. Investigates with precision, implements surgically, and never assumes — if it doesn't know, it says so. Maintains a .notebook/ kn…

Verified82B
azure-cosmos-db-py microsoft/skills
Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential +…

Verified82B
commit-archaeologist Shubhamsaboo/awesome-llm-apps
Reconstructs why code exists from local git history, including the introducing commit, later changes, current authors, repeated companion files, and likely intent. Use when the us…

Verified81B
doubt-driven-development addyosmani/agent-skills
Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when you want every assumption cross-examined before proceeding, when stress-testin…

Verified81B
planning-and-task-breakdown addyosmani/agent-skills
Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you…

Verified81B
paperclip-dev-workspace-run-verify-fix paperclipai/paperclip
Run, verify, reseed, and repair Paperclip isolated dev workspace services. Use when asked to start or fix a managed project/worktree service and prove health, login readiness, clo…

81B
supabase-rls-policies github/awesome-copilot
Write, review, and test Supabase Row Level Security (RLS) policies so that one user cannot read or change another user's rows. Use when creating or changing tables, policies, view…

Verified81B
data-manager-api-audience-ingestion google/skills
Guides developers through managing (adding, removing, and clearing) audience members for Google products using the Data Manager API and its associated client libraries. Use this s…

Verified81B
slide-making-skill MiniMax-AI/skills
Implement single-slide PowerPoint pages with PptxGenJS. Use when writing or fixing slide JS files: dimensions, positioning, text/image/chart APIs, styling rules, and export expect…

Verified81B
n8n-agents czlonkowski/n8n-skills
Design n8n AI agents the right way. Use when building or editing any @n8n/n8n-nodes-langchain.* AI node — an AI Agent, LLM chain, Text Classifier, or Information Extractor — and w…

Verified81B
node-inspect-debugger NousResearch/hermes-agent
Debug Node.js via --inspect + Chrome DevTools Protocol CLI.

Verified80B
project-graveyard Shubhamsaboo/awesome-llm-apps
Scans the developer's machine for dead side projects, autopsies each one from its git history (died at the payments wall, killed by a newer project, finished but never shipped), s…

Verified80B
code-simplification addyosmani/agent-skills
Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use…

Verified80B
observability-and-instrumentation addyosmani/agent-skills
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production a…

Verified80B
spec-driven-development addyosmani/agent-skills
Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when drafting a PRD or requirements document with…

Verified80B
java-springboot github/awesome-copilot
Write and review application code in an existing Spring Boot 3/4 project: controllers, validation and ProblemDetail errors, Spring Data JPA/JDBC, RestClient and HTTP interfaces, c…

Verified80B
context-architecture davila7/claude-code-templates
Audit a codebase and bind every claim it makes about itself to a mechanism that fails when the claim stops being true, so it is legible to people and AI agents. Applies Context Ar…

Verified80B
systematic-debugging davila7/claude-code-templates
You MUST use this whenever something is broken, before proposing or making any fix, including quick fixes and when the user is in a hurry: a bug, a failing or red test, a build or…

Verified80B
sprr wilsonfreitas/awesome-quant
Single PR reviewer for awesome-quant. Use when the user asks to review, validate, comment on, label, close, or merge one specific pull request that adds README.md entries. Trigger…

Verified80B
code-tour alirezarezvani/claude-skills
Use when asked for a CodeTour .tour file or a step-by-step code walkthrough (onboarding, architecture, PR review, how X works). Writes persona-targeted steps that link to real fil…

Verified80B
saas-scaffolder alirezarezvani/claude-skills
Use when starting a new SaaS app with auth, database, Stripe billing and a dashboard (Next.js App Router, TypeScript, Tailwind, shadcn/ui, Drizzle). Bootstraps it with project_boo…

Verified80B
senior-backend alirezarezvani/claude-skills
Build and fix backend services: REST or GraphQL APIs, auth, microservices, PostgreSQL queries, migrations and load tests. Use whenever the user's API is slow or broken, needs logi…

Verified80B
repomix-explorer yamadashy/repomix
Analyze or explore a codebase (remote or local repository) by packing it with the Repomix CLI, then reading and searching the generated output. Use when the user wants a high-leve…

Verified80B
pr-review MiniMax-AI/skills
Review pull requests for the MiniMax Skills repository. Use when reviewing PRs, validating new skill submissions, or checking existing skills for compliance. Run the validation sc…

Verified80B
ebitengine-game gamedev-skills/awesome-gamedev-agent-skills
Creates, debugs and packages 2D games in Go with Ebitengine v2: a play-and-retry loop, input, pixel-art scaling, text, audio and desktop, WASM or mobile builds. Use when go.mod re…

Verified80B
resolve-fixme tailcallhq/forgecode
Find all FIXME comments across the codebase and fully implement the work they describe. Use when the user asks to fix, resolve, or address FIXME comments, or when running the "fix…

Verified80B
test-service midudev/autoskills
Use when writing RSpec for a service object under spec/services/. Test the public .call contract. Trigger words: service spec, test service object, spec/services.

Verified80B
n8n-error-handling czlonkowski/n8n-skills
Wire n8n error handling so failures are loud, structured, and recoverable. Use when building any webhook/API workflow, a scheduled or unattended workflow, or any path where a sile…

Verified80B
issue-triage FlorianBruniaux/claude-code-ultimate-guide
3-phase issue backlog management with audit, deep analysis, and validated triage actions. Use when triaging GitHub issues, sorting bug reports, cleaning up stale tickets, or detec…

Verified80B
ui-widget-developer microsoft/skills
Build MCP servers for Copilot Chat using the OpenAI Apps SDK or MCP Apps SDK widget rendering support (any language). Use this skill when: - Creating MCP servers that integrate wi…

Verified80B
setup-pre-commit mattpocock/skills
Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo. Use when user wants to add pre-commit hooks, set up Husky, configure lint-…

79B
incremental-implementation addyosmani/agent-skills
Delivers changes incrementally in thin, verifiable slices. Use when implementing any feature or change that touches more than one file, or when picking up the next task from a pla…

79B
integrate-context-matic github/awesome-copilot
Discovers and integrates third-party APIs using the context-matic MCP server. Uses `fetch_api` to find available API SDKs, `ask` for integration guidance, `model_search` and `endp…

79B
minecraft-plugin-development github/awesome-copilot
Use this skill when building or modifying Minecraft server plugins for Paper, Spigot, or Bukkit, including plugin.yml setup, commands, listeners, schedulers, player state, team or…

79B
quality-playbook github/awesome-copilot
Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a three-pass code review with…

79B
repo-standardizer github/awesome-copilot
Polish any GitHub repository's surface — labels (emoji rating tiers, P0–P3 priority, impact severity), issue forms, PR template, CI workflows, CODEOWNERS, rulesets, docs. Repo met…

79B
resx-source-generator-migration github/awesome-copilot
Migrates a project that uses checked-in .designer.cs files behind .resx to using a source-generator instead

79B
agent-reproduce-feature QwenLM/qwen-code
Use when reproducing an existing Codex or Claude Code feature in Qwen Code or another agent CLI by choosing a reference agent, capturing HTTP request bodies, prompts, tool/functio…

79B
diagnose yikart/AiToEarn
Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" /…

79B
nestjs-expert Jeffallan/claude-skills
Creates and configures NestJS modules, controllers, services, DTOs, guards, and interceptors for enterprise-grade TypeScript backend applications. Use when building NestJS REST AP…

79B
create-moviepilot-plugin jxxghp/MoviePilot
Use this skill when the user asks to create, modify, debug, validate, or scaffold a MoviePilot local plugin. Covers version-aware V3/V2 plugin development, _PluginBase implementat…

79B
align-recipe-pyproject google/adk-recipes
Aligns a Python recipe's pyproject.toml with the repo's standards enforced by .github/workflows/python-validate-recipe.yml, plus one critical [build-system] presence check. Scope…

79B
make-python-recipe-deployable google/adk-recipes
Makes an existing Python recipe deployable: generates the serving files a container needs (Dockerfile, .dockerignore, fast_api_app.py, app_utils/a2a.py, app_utils/services.py, app…

79B
convex-migration-helper openclaw/clawhub
Plans Convex schema and data migrations with widen-migrate-narrow and @convex-dev/migrations. Use for breaking schema changes, backfills, table reshaping, or zero-downtime rollout…

79B
convex-performance-audit openclaw/clawhub
Audits Convex performance for reads, subscriptions, write contention, and function limits. Use for slow features, insights findings, OCC conflicts, or read amplification.

79B
tlc-implement tech-leads-club/agent-skills
Implements work already planned - a plan.md from tlc-plan, or a small ticket - by freezing it into checks with proofs, building, and proving every check with a script and an indep…

79B
tauri-v2 midudev/autoskills
Tauri v2+ cross-platform app development with Rust backend. Use when configuring tauri.conf.json, implementing Rust commands (#[tauri::command]), setting up IPC patterns (invoke,…

79B
n8n-code-javascript czlonkowski/n8n-skills
Write, review, or debug JavaScript in an n8n Code node. Use when a Code node is already in the workflow (editing it, fixing an error, choosing its mode, making it faster), or when…

79B
diagnosing-bugs mattpocock/skills
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.

78B
data-scraper-agent affaan-m/ECC
Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Runs on a schedule, enriches data with a free…

78B
python-debugpy NousResearch/hermes-agent
Debug Python: pdb REPL + debugpy remote (DAP).

78B
performance-optimization addyosmani/agent-skills
Optimizes application performance across frontend, backend, queries, and databases. Use when performance requirements exist, when you suspect performance regressions, when Core We…

78B
source-driven-development addyosmani/agent-skills
Grounds every implementation decision in official documentation. Use when you want to verify an approach against the official docs before implementing it, or when you want authori…

78B
test-driven-development addyosmani/agent-skills
Drives development with tests using the red-green-refactor loop. Use when implementing any logic, fixing any bug, or changing any behavior. Use when you need to prove that code wo…

78B
copilot-pr-autopilot github/awesome-copilot
Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments. This skill runs loop engineering: auto…

78B
slang-shader-engineer github/awesome-copilot
Use when working with Slang shaders, shader modules, HLSL-compatible GPU code, graphics pipelines, compute shaders, tessellation, ray tracing, parameter blocks, generics, interfac…

78B
system-commandline-cli github/awesome-copilot
Use this skill when adding, modifying, or reviewing CLI commands in a .NET project built with System.CommandLine. Triggers include: creating a new CLI command, adding options or a…

78B
configuring-oauth2-authorization-flow mukul975/Anthropic-Cybersecurity-Skills
Configures secure OAuth 2.0 authorization flows, including Authorization Code with PKCE, Client Credentials, and Device Authorization Grant, covering flow selection, PKCE implemen…

78B
code-reviewer davila7/claude-code-templates
You MUST use this when asked to review code: a pull request, a branch, a commit, staged or uncommitted changes, or "check this before I merge". Scopes the review to the diff, read…

78B
create-plan davila7/claude-code-templates
Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.

78B
code-to-prd alirezarezvani/claude-skills
Use when asked to write a PRD or product spec from an existing codebase (reverse-engineer requirements, document pages, fields, routes and endpoints). Maps the code with codebase_…

78B
tdd yikart/AiToEarn
Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks…

78B
retrieving-developer-knowledge google/skills
Searches, retrieves, and synthesizes official Google developer documentation across Google Cloud, AI/Gemini, Android, Chrome, Web, Flutter, Go, Firebase, and other Google develope…

78B
pr-merge HKUDS/OpenHarness
This skill should be used when the user asks to "merge a PR", "review and merge pull requests", "integrate external contributions", "handle PR conflicts", "cherry-pick from a PR",…

78B
maintain-formal-verification-skill cursor/plugins
Bring a project's formal verification back in line with the code after the code changes: find the commits that touched verified code, update the model, harness, or properties to d…

78B
python-pro Jeffallan/claude-skills
Use when building Python 3.11+ applications requiring type safety, async programming, or robust error handling. Generates type-annotated Python code, configures mypy in strict mod…

78B
error-tracking diet103/claude-code-infrastructure-showcase
Add Sentry v8 error tracking and performance monitoring to your services. Use this skill when adding error handling, creating new controllers, instrumenting cron jobs, or tracking…

78B
sentry-fix-issues openclaw/clawhub
Find and fix issues from Sentry using MCP. Use when asked to fix Sentry errors, debug production issues, investigate exceptions, or resolve bugs reported in Sentry. Methodically a…

78B
bevy-ecs gamedev-skills/awesome-gamedev-agent-skills
Builds and debugs Bevy 0.20 games in Rust: components, Query and Commands systems, schedules, States, observers and headless tests. Use when Cargo.toml depends on bevy, on a B0001…

78B
rust-review trailofbits/skills
Performs comprehensive Rust security review for safe/unsafe boundary issues, memory safety in unsafe blocks, concurrency hazards, panic-induced DoS, FFI safety, and async runtime…

78B
evolutionary-modular-architecture tech-leads-club/agent-skills
Guides design and implementation of evolutionary modular-monolith platforms with DDD (strategic + tactical), flat-by-aggregate organization, an Anti-Corruption Layer for vendor in…

78B
sentry tech-leads-club/agent-skills
Inspect Sentry issues, summarize production errors, and pull health data via the Sentry API (read-only). Use when user says "check Sentry", "what errors in production?", "summariz…

78B
implement-background-job midudev/autoskills
Use when adding or reviewing an Active Job / Sidekiq / Solid Queue worker. Cover idempotency, retry_on, and discard_on. Trigger words: background job, Active Job, Sidekiq, Solid Q…

78B
declarative-agent-developer microsoft/skills
Create, build, deploy, and localize declarative agents for M365 Copilot and Teams. USE THIS SKILL for ANY task involving a declarative agent — including localization, scaffolding,…

78B
python-appservice-deploy microsoft/skills
Deploy Python (Flask/Django/FastAPI) code to Azure App Service Linux. WHEN: "Flask App Service", "Django App Service", "FastAPI App Service", "deploy Python to App Service". DO NO…

78B
django-perf-review getsentry/skills
Django performance code review. Use when asked to "review Django performance", "find N+1 queries", "optimize Django", "check queryset performance", "database performance", "Django…

78B
gh-review-requests getsentry/skills
Fetch unread GitHub notifications for open PRs where review is requested from a specified team or opened by a team member. Use when asked to "find PRs I need to review", "show my…

78B
create-auth better-auth/skills
Scaffold and implement authentication in TypeScript/JavaScript apps using Better Auth. Detect frameworks, configure database adapters, set up route handlers, add OAuth providers,…

78B
neon-realtime neondatabase/agent-skills
Neon Realtime makes any SQL query live. Build realtime, reactive apps and agents on Lakebase Postgres with live SQL queries and reactivity primitives. Use when app UI or agent sta…

78B
github-ops affaan-m/ECC
GitHub repository operations, automation, and management. Issue triage, PR management, CI/CD operations, release management, and security monitoring using the gh CLI. Use when the…

77B
hexagonal-architecture affaan-m/ECC
Design, implement, and refactor Ports & Adapters systems with clear domain boundaries, dependency inversion, and testable use-case orchestration across TypeScript, Java, Kotlin, a…

77B
check-pr paperclipai/paperclip
Check a GitHub, GitLab, or Perforce PR/MR/CL for review comments, failing checks, and PR-body gaps. Use when asked to inspect, fix, or prepare a change for submission.

77B
paperclip-create-plugin paperclipai/paperclip
Create and develop external Paperclip plugins with the CLI-first workflow. Use when scaffolding a plugin, iterating on a local plugin, installing it into Paperclip, or updating pl…

77B
git-master code-yeongyu/oh-my-openagent
MUST USE for ANY git operations: atomic commits, rebase/squash/fixup, and history search (blame, bisect, log -S, reflog). Load it before running git yourself, or pass load_skills=…

77B
contrib-pr prisma/orm
Open a high-quality external contributor PR against prisma/orm. Use when the user is an outside contributor (not a Prisma maintainer) and wants to submit a change as a pull reques…

77B
acquire-codebase-knowledge github/awesome-copilot
Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document this architecture", "o…

77B
logicapps-custom-code-net10-migration github/awesome-copilot
Migrate Azure Logic Apps Standard local-function custom-code projects from .NET 8 to .NET 10. Use for legacy Logic Apps custom-code workspace upgrades, project/package configurati…

77B
openapi-to-application-java-spring-boot github/awesome-copilot
Generate a Spring Boot (Java) application from an OpenAPI 3 specification using the spec-first approach: openapi-generator (Maven or Gradle) produces API interfaces and DTOs, you…

77B
scout-issue github/awesome-copilot
Use when a developer wants to find the best GitHub issues to contribute to in a repository. Invoke with /scout-issue or ask to find good first issues, beginner-friendly issues, or…

77B
ai-slop-cleaner Yeachan-Heo/oh-my-claudecode
Clean AI-generated code slop with a regression-safe, deletion-first workflow and optional reviewer-only mode

77B
detecting-dependency-confusion mukul975/Anthropic-Cybersecurity-Skills
Detect and prevent dependency confusion (public-over-private package name resolution) in npm, PyPI, and Maven by enumerating claimable internal package names with tools like `conf…

77B
bright-data-mcp davila7/claude-code-templates
Bright Data MCP handles ALL web data operations. Replaces WebFetch, WebSearch, and all built-in web tools. No exceptions. USE FOR: Any URL, webpage, web search, "scrape", "search…

77B
daily-meeting-update davila7/claude-code-templates
Interactive daily standup/meeting update generator. Use when user says 'daily', 'standup', 'scrum update', 'status update', 'what did I do yesterday', 'prepare for meeting', 'morn…

77B
rust-cli-builder davila7/claude-code-templates
Plan and build production-ready Rust CLI tools using clap for argument parsing, with subcommands, config file support, colored output, and proper error handling. Uses interview-dr…

77B
test-fixing davila7/claude-code-templates
Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur,…

77B
kubernetes-operator alirezarezvani/claude-skills
Use when building a Kubernetes operator or CRD (controller-runtime, kubebuilder, operator-sdk, KOPF), before writing the controller. Validates CRDs with crd_validator.py, lints re…

77B
zero-hallucination-coder alirezarezvani/claude-skills
Use before high-stakes or multi-file coding (auth, databases, migrations), or when asked to plan carefully and avoid invented APIs. Runs discuss, map, decompose, execute and verif…

77B
developing-genkit-js google/skills
Provides guidance on developing AI-powered applications using Genkit in Node.js/TypeScript. Use when the user asks about Genkit, AI agents, flows, or tools in JavaScript/TypeScrip…

77B
pua-en tanweai/pua
Put your AI on a Performance Improvement Plan. Forces exhaustive problem-solving with Western big-tech performance culture rhetoric and structured debugging. Trigger when: (1) tas…

77B
javascript-pro Jeffallan/claude-skills
Writes, debugs, and refactors JavaScript code using modern ES2023+ features, async/await patterns, ESM module systems, and Node.js APIs. Use when building vanilla JavaScript appli…

77B
rust-engineer Jeffallan/claude-skills
Writes, reviews, and debugs idiomatic Rust code with memory safety and zero-cost abstractions. Implements ownership patterns, manages lifetimes, designs trait hierarchies, builds…

77B
hunt tw93/Waza
Finds root cause before any fix. Use when something errors, crashes, regresses, or used to work. Not for code review or new features.

77B
tlc-spec-lean tech-leads-club/agent-skills
Spec-driven feature work that freezes obligations instead of the plan: one human-reviewed plan with EARS criteria, path, entities, interface and one-way doors, then proof-backed c…

77B
n8n-code-python czlonkowski/n8n-skills
Write Python in n8n Code nodes (native Python, `language` pythonNative, n8n 2.x). Use when the user explicitly wants Python in a Code node, when migrating old Pyodide/"Python (Bet…

77B
make-plan thedotmack/claude-mem
Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — especially before executing with…

76B
code-review-and-quality addyosmani/agent-skills
Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality ac…

76B
create-agent-adapter paperclipai/paperclip
Create or modify Paperclip agent adapters across server, UI, and CLI surfaces. Use when adding support for a new CLI agent, API agent, custom process, or adapter package.

76B
azure-logic-apps-standard-cli github/awesome-copilot
Create, inspect, validate, test, run, debug, package, and deploy Azure Logic Apps Standard projects using the Azure CLI logicapp extension. Use for Standard workflow authoring, op…

76B
flowstudio-power-automate-debug github/awesome-copilot
Debug failing Power Automate cloud flows using the FlowStudio MCP server. The Graph API only shows top-level status codes. This skill gives your agent action-level inputs and outp…

76B
gitmoji github/awesome-copilot
Generates commit messages following the gitmoji convention (https://gitmoji.dev) — picks the right emoji for the intent of the change and writes a well-formed message. Use when as…

76B
microsoft-store-publisher github/awesome-copilot
Prepare, validate, submit, and monitor Windows desktop apps in Microsoft Partner Center. Use for MSIX packaging, Store identity, listings, WACK, Partner Center automation, certifi…

76B
salesforce-apex-quality github/awesome-copilot
Apex code quality guardrails for Salesforce development. Enforces bulk-safety rules (no SOQL/DML in loops), sharing model requirements, CRUD/FLS security, SOQL injection preventio…

76B
sql-object-impact-analysis github/awesome-copilot
Before modifying a table, column, stored procedure, view, or trigger in a legacy codebase, trace every place that references it — across other SQL objects (procs, views, triggers)…

76B
star-history-chart davila7/claude-code-templates
Add a self-hosted "Stargazers over time" chart to any GitHub repo's README. GitHub now restricts the stargazers endpoint to a repo's own admins/collaborators, so third-party live…

76B
test-driven-development davila7/claude-code-templates
You MUST use this before writing or changing any production code, including one-line fixes and when the user is in a hurry: a new feature, a bug fix, a refactor, a behavior change…

76B
web-to-markdown davila7/claude-code-templates
Use ONLY when the user explicitly says: 'use the skill web-to-markdown ...' (or 'use a skill web-to-markdown ...'). Converts webpage URLs to clean Markdown by calling the local we…

76B
api-design-reviewer alirezarezvani/claude-skills
Use for any PR or spec that adds or changes REST endpoints, before approving it. Lints conventions with api_linter.py, detects breaking changes with breaking_change_detector.py an…

76B
openwork-models different-ai/openwork
Manage OpenWork inference model aliases, openwork model overlays, discounts, validation, and automated base model refreshes from models.dev. Use when adding, removing, discounting…

76B
agent-platform-inference google/skills
Connects to and performs inference with Google Cloud Agent Platform GenAI models, including First-Party Gemini models and Third-Party OpenMaaS models (Llama, DeepSeek, Qwen, etc.)…

76B
application-integration-basics google/skills
Explains Google Cloud Application Integration concepts, region provisioning, IAM roles, run-as service accounts, interface choices (REST, Python discovery client, Terraform, ADK),…

76B
convex-setup-auth openclaw/clawhub
Sets up Convex auth, identity mapping, and access control. Use for login, auth providers, users tables, protected functions, or roles in a Convex app.

76B
pr-improver trailofbits/skills
Runs an autonomous review-and-fix improvement loop over the current branch's changes until a PR review comes back clean, scoped mechanically to the directories the branch touched.…

76B
n8n-binary-and-data czlonkowski/n8n-skills
Handle files and binary data in n8n correctly. Use when working with files, images, PDFs, attachments, uploads or downloads, base64, vision/multimodal input, or when an AI agent n…

76B
n8n-code-tool czlonkowski/n8n-skills
Write JavaScript or Python for the n8n Custom Code Tool (@n8n/n8n-nodes-langchain.toolCode) — the AI-agent-callable tool, NOT the workflow Code node. Use when building a Code Tool…

76B
provider-configuration hashicorp/agent-skills
Implement Terraform provider configuration and authentication with the Plugin Framework: provider schema for credentials (Optional + Sensitive attributes), environment variable fa…

76B
laravel-verification affaan-m/ECC
Verification loop for Laravel projects: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness. Use when verifying a Laravel project b…

75B
latency-critical-systems affaan-m/ECC
Optimize and verify latency-sensitive systems — realtime dashboards, market data feeds, streaming agents, execution gateways, queues, and caches — by tracking p50/p95/p99 latency,…

75B
production-audit affaan-m/ECC
Local-evidence production readiness audit for shipped apps, pre-launch reviews, post-merge checks, and "what breaks in prod?" questions without sending repo data to an external au…

75B
pr-gardening paperclipai/paperclip
Discover the pull requests this Paperclip instance opened (never community contributions), report what each is for and how confident we are that it is merge-ready, and automatical…

75B
remove-ai-slops code-yeongyu/oh-my-openagent
Removes AI-generated code smells from branch changes or an explicit file list behind regression tests, including junk tests (prose pins, source greps, copied inventories, mock ech…

75B
parallel-debugging wshobson/agents
Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple pote…

75B
batch-script-progress github/awesome-copilot
Design and verify runtime output when creating or modifying Python, PowerShell, or Node.js scripts that process multiple files, records, or API requests. Use for batch scripts, bu…

75B
conventional-branch github/awesome-copilot
Create Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/, plus AI agent prefixes ai/, copilot/, cursor/, claude/, codex/).…

75B
java-upgrade github/awesome-copilot
Upgrade a Java project to a newer JDK (11 to 17, 17 to 21, 21 to 25) and adopt the new language and library features. Detects the current Java version from the build files, then l…

75B
javax-to-jakarta-migration github/awesome-copilot
Migrate Java code from javax.* to jakarta.* namespace. Use only when the user explicitly asks for a javax to jakarta namespace or framework migration (for example to Tomcat 10+/11…

75B
pester-should-migration github/awesome-copilot
Experimental (preview) Pester skill for migrating classic Should -Be (v5) assertion syntax to the new Should-* (v6) assertions (note the hyphen, no space), e.g. `Should -Be` -> `S…

75B
code-review Donchitos/Claude-Code-Game-Studios
Architectural review of written code: coding standards, SOLID, testability, performance.

75B
implementing-aes-encryption-for-data-at-rest mukul975/Anthropic-Cybersecurity-Skills
Guides implementing AES-256 encryption in GCM mode (FIPS 197) for files and data stores at rest, covering key derivation, IV/nonce management, and authenticated encryption. Use wh…

75B
dependabot-review davila7/claude-code-templates
Review and manage Dependabot PRs. Categorizes by risk, checks CI status, auto-merges safe updates, and reports issues. Use when the user says "review dependabot", "merge dependabo…

75B
i18n-localization alirezarezvani/claude-skills
Use when adding UI text, adding or shipping a language, reviewing translation files, or building i18n into an app. Checks missing keys, placeholders and CLDR plural forms with loc…

75B
strict-api alirezarezvani/claude-skills
Use when the user says 'no hallucinations', 'verify APIs' or 'don't invent functions', or code depends on a library version you have not checked. Requires proof that every method,…

75B
agent-reproduce-align QwenLM/qwen-code
Use after a Codex or Claude Code feature has been implemented in Qwen Code to run the selected reference agent and Qwen Code under the same scenario, capture HTTP and terminal tra…

75B
developing-genkit-python google/skills
Provides guidance on developing AI-powered applications using Genkit Python (0.13) and migrating Genkit Python 0.12 projects to 0.13. Use when building AI agents, flows, tools, st…

75B
firebase-basics google/skills
Provides foundational Firebase CLI setup, CLI installation, version checks (`firebase-tools@latest --version`), CLI login (including --no-localhost), project creation, project sel…

75B

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.