Skill catalog
641coding agent skills synced from skills.sh, with their install counts. Read them here, or let your agent fetch the right one through the Graph-of-Skills MCP server.
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- python-best-practices alleneubank/claude-code
Use when reading or writing Python files (.py, pyproject.toml, requirements.txt).
2,157 installs - pydantic pydantic/skills
Pydantic is a Python data validation and serialization library, based on type hints. Use this skill whenever you need to do relatively complex data modeling using Pydantic, e.g. when adding constraints, defining a model…
2,146 installs - laravel-best-practices laravel/boost
Apply this skill whenever writing, reviewing, or refactoring Laravel PHP code. This includes creating or modifying controllers, models, migrations, form requests, policies, jobs, scheduled commands, service classes, and…
2,134 installs - typescript-write metabase/metabase
Write or modify TypeScript and JavaScript code, including tests and test helpers, following Metabase coding standards. Use before editing any TS/TSX/JS/JSX file.
2,109 installs - code-simplifier rtk-ai/rtk
Review RTK Rust code for idiomatic simplification. Detects over-engineering, unnecessary allocations, verbose patterns. Applies Rust idioms without changing behavior.
2,108 installs - gsap-utils nexu-io/open-design
Official GSAP skill for gsap.utils — clamp, mapRange, normalize, interpolate, random, snap, toArray, wrap, pipe. Use when the user asks about gsap.utils, clamp, mapRange, random, snap, toArray, wrap, or helper utilities…
2,090 installs - roblox-luau-patterns tabooharmony/roblox-brain
Use when writing or refactoring Roblox Luau modules, object lifecycles, signals, task scheduling, pcall, and cleanup.
2,056 installs - godot-best-practices jwynia/agent-skills
Guide AI agents through Godot 4.x GDScript coding best practices including scene organization, signals, resources, state machines, and performance optimization. This skill should be used when generating GDScript code, c…
2,054 installs - valibot open-circle/agent-skills
Schema validation with Valibot, the modular and type-safe schema library. Use when the user needs to validate data, create schemas, parse inputs, or work with Valibot in their project. Also use when migrating from Zod t…
2,048 installs - prisma-next-contract prisma/prisma-next
Edit the Prisma Next data contract — add models, fields, relations, indexes, enums, value objects (composite types), type aliases, namespaces (Postgres schemas), cross-contract foreign keys (cross-space FK), polymorphic…
2,037 installs - clean-architecture pproenca/dot-skills
Clean Architecture principles and best practices from Robert C. Martin's book. This skill should be used when designing software systems, reviewing code structure, or refactoring applications to achieve better separatio…
2,030 installs - clojure-write metabase/metabase
Guide Clojure and ClojureScript development using REPL-driven workflow, coding conventions, and best practices. Use when writing, developing, or refactoring Clojure/ClojureScript code.
2,022 installs - clojure-review metabase/metabase
Review Clojure and ClojureScript code changes for compliance with Metabase coding standards, style violations, and code quality issues. Use when reviewing pull requests or diffs containing Clojure/ClojureScript code.
2,012 installs - sympy k-dense-ai/scientific-agent-skills
Performs exact symbolic mathematics with SymPy for algebra, calculus, equation solving, symbolic linear algebra, physics, and lambdify or LaTeX code generation. Use when a task needs symbolic results, explicit assumptio…
2,003 installs - scrapy-web-scraping mindrally/skills
Expert guidance for building web scrapers and crawlers using the Scrapy Python framework with best practices for spider development, data extraction, and pipeline management.
1,998 installs - ts-library onmax/nuxt-skills
Use when authoring TypeScript libraries or npm packages - covers project setup, package.json exports, build tooling (tsdown/unbuild), API design patterns, type inference tricks, testing, and publishing to npm. Use when…
1,986 installs - cupynumeric-install nvidia/skills
Install and verify cuPyNumeric for Python — requirements, commands, verification. Source builds are out of scope.
1,976 installs - kotlin-tooling-java-to-kotlin kotlin/kotlin-agent-skills
Use when converting Java source files to idiomatic Kotlin, when user mentions "java to kotlin", "j2k", "convert java", "migrate java to kotlin", or when working with .java files that need to become .kt files. Handles fr…
1,975 installs - typeorm mindrally/skills
Guidelines for developing with TypeORM, a full-featured ORM for TypeScript and JavaScript supporting multiple databases
1,973 installs - code-quality cognitedata/builder-skills
MUST be used whenever reviewing a Flows app for code quality, maintainability, or clean code issues — before a PR review, after a feature is complete, or when the user asks for a code review. Do NOT skip linting steps.…
1,972 installs - vectorization dotnet/skills
Design, implement, optimize, and review SIMD code in .NET. USE FOR: vectorizing scalar loops with TensorPrimitives, Vector64/128/256/512, or platform hardware intrinsics; reviewing existing SIMD code, including the gene…
1,971 installs - graphify howell5/willhong-skills
Use when exploring unfamiliar codebases, before searching for code, or after editing files. Builds a structural AST index (classes, functions, imports, call graph) from 12 languages via tree-sitter. Trigger: /graphify
1,960 installs - swift-concurrency-expert dimillian/skills
Swift Concurrency review and remediation for Swift 6.2+. Use when asked to review Swift Concurrency usage, improve concurrency compliance, or fix Swift concurrency compiler errors in a feature or file. Concrete actions…
1,960 installs - roblox-luau-types tabooharmony/roblox-brain
Use when adding or fixing Luau type annotations: generics, unions, narrowing, strict mode, sealed tables, module type exports, typed metatables.
1,943 installs - nodejs-core mcollina/skills
Contributes to and debugs Node.js core, including nodejs/node commit and PR tone, contribution workflows, native crashes, V8 performance, node-gyp builds, N-API bindings, and libuv issues. Use when drafting or reviewing…
1,924 installs - roblox-luau-core tabooharmony/roblox-brain
Use when writing, editing, or debugging any Luau: tables, control flow, string patterns, scope, closures, and errors ported from JS/Python.
1,905 installs - rev-symbol p4nda0s/reverse-skills
Restore function symbols by analyzing code patterns, strings, constants, and cross-references
1,878 installs - difit-review yoshiko-pg/difit
Review a specific diff (branch, commit, or GitHub PR) and show the findings as comments inside difit, the local diff viewer. Explicit opt-in only — use when the user explicitly names difit, asks to open or annotate the…
1,856 installs - design-patterns rtk-ai/rtk
Rust design patterns for RTK. Newtype, Builder, RAII, Trait Objects, State Machine. Applied to CLI filter modules. Use when designing new modules or refactoring existing ones.
1,851 installs - zustand vercel-labs/json-render
Zustand adapter for json-render's StateStore interface. Use when integrating json-render with Zustand for state management via @json-render/zustand.
1,851 installs - houdini sfkislev/flue
Control SideFX Houdini from the shell via Flue - a Python bridge to hou without an MCP server.
1,848 installs - tilegym-adding-cutile-kernel nvidia/skills
Add a new cuTile GPU kernel operator to TileGym. Covers dispatch registration in ops.py, cuTile backend implementation, __init__.py exports, test creation, and benchmark in tests/benchmark. Use when adding, creating, or…
1,845 installs - gitnexus-exploring abhigyanpatwari/gitnexus
Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase. Examples: "How does X work?", "What calls this function?", "Show me the auth f…
1,841 installs - typst-author jihe520/mathmodelagent
Generate idiomatic Typst (.typ) code, edit and troubleshoot Typst documents and projects, and answer Typst syntax/reference questions. Use when working with .typ files or when the user explicitly asks for Typst document…
1,831 installs - microsoft-code-reference microsoftdocs/mcp
Find working code samples, verify API signatures, and fix Microsoft SDK errors using official docs. Use whenever the user is writing, debugging, or reviewing code that touches any Microsoft SDK, .NET library, Azure clie…
1,828 installs - bash-linux sickn33/agentic-awesome-skills
Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
1,819 installs - mcore-linting-and-formatting nvidia/skills
Linting and formatting for Megatron-LM. Covers running autoformat.sh, tools (ruff, black, isort, pylint, mypy), and code style rules.
1,811 installs - woocommerce-code-review woocommerce/woocommerce
Review WooCommerce code changes for coding standards compliance. Use when reviewing code locally, performing automated PR reviews, or checking code quality.
1,808 installs - clean-code-principles asyrafhussin/agent-skills
SOLID principles, design patterns, DRY, KISS, and clean code fundamentals. Use when reviewing architecture, checking code quality, refactoring, or discussing design decisions. Triggers on "review architecture", "check c…
1,805 installs - rev-unicorn-debug p4nda0s/reverse-skills
Debug and emulate specific code fragments or functions using the Unicorn engine. Activate when the user wants to emulate a function with Unicorn, trace binary execution without running the full program, decrypt or decod…
1,803 installs - holoscan-install-wheel nvidia/skills
Install Holoscan SDK 5.x CUDA 13 Python wheels in an isolated environment, choosing the full stack or version-matched components.
1,796 installs - holoscan-install-debian nvidia/skills
Install Holoscan SDK 5.x native C++ Debian packages on Ubuntu 24.04, choosing the full SDK or matching modular packages.
1,795 installs - holoscan-install-source nvidia/skills
Build and verify Holoscan SDK 5.x from an explicit source ref with the repository run wrapper; use for Early Access or SDK development.
1,795 installs - code-quality tursodatabase/turso
General Correctness rules, Rust patterns, comments, avoiding over-engineering. When writing code always take these into account
1,787 installs - roblox-camera tabooharmony/roblox-brain
Use when scripting or fixing Roblox camera behavior: CFrame placement, screen raycasts, first/third-person, shoulder views, cutscenes.
1,785 installs - rev-u3d-dump p4nda0s/reverse-skills
Dump Unity IL2CPP symbols from iOS/Android builds. Extract method names, addresses, and type info from IL2CPP binaries and global-metadata.dat, then generate IDA/Ghidra import scripts.
1,779 installs - specs-code-cleanup giuseppe-trisciuoglio/developer-kit
Provides final code cleanup after task review approval. Removes debug logs, temporary comments, dead code, optimizes imports, and improves readability. Use when asked to clean up code, polish, finalize, tidy up, remove…
1,774 installs - code-simplifier simonwong/skills
Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code unless instructed otherwise.
1,768 installs - ce-dhh-rails-style everyinc/compound-engineering-plugin
This skill should be used when writing Ruby and Rails code in DHH's distinctive 37signals style. It applies when writing Ruby code, Rails applications, creating models, controllers, or any Ruby file. Triggers on Ruby/Ra…
1,764 installs - csharp-refactoring dotnet/skills
Safely refactors C#/.NET code without changing behavior. USE FOR any request to refactor, rename, move, extract, inline, merge, consolidate, deduplicate, split, or modernize C# code, including partial/generated declarat…
1,749 installs