Skills

A

api-design-patterns

hieutrtr / ai1-skills

API contract design conventions for FastAPI projects with Pydantic v2. Use during the design phase when planning new API endpoints, defining request/response contracts, designing pagination or filtering, standardizing error responses, or planning API versioning. Covers RESTful naming, HTTP method semantics, Pydantic v2 schema naming conventions (XxxCreate/XxxUpdate/XxxResponse), cursor-based pagination, standard error format, and OpenAPI documentation. Does NOT cover implementation details (use python-backend-expert) or system-level architecture (use system-architecture).

A

apple-ml

fandhe-ai / agent-reference-skills

Apple on-device machine learning framework reference. Core AI (.aimodel) / Core ML / Create ML / Vision / Natural Language / Speech / Media Intelligence / Music Understanding. AIModel, InferenceFunction, MLModel, MLModelConfiguration, MLMultiArray, MLTensor, MLComputeUnits, MLImageClassifier, MLTextClassifier, MLDataTable, VNCoreMLRequest, VNImageRequestHandler, VNRecognizeTextRequest, RecognizeTextRequest, NLTagger, NLEmbedding, NLLanguageRecognizer, SpeechAnalyzer, SpeechTranscriber, SFSpeechRecognizer, SFSpeechAudioBufferRecognitionRequest, SFTranscription, FaceGroupAnalyzer, MusicUnderstandingSession.

A

arbor

kalarislabs / research-agent-skills

Autonomously improve a real artifact (code, training recipe, agent harness, data pipeline, prompt) against an objective and an evaluator, using Hypothesis Tree Refinement (HTR) from the Arbor paper. Use this whenever someone wants to iteratively optimize something over many experiments without overfitting — e.g. "get my model's eval score up", "improve this agent/harness", "tune this pipeline", "beat the baseline on this benchmark", "run a search over approaches and keep the best", "do an MLE-bench / Kaggle-style optimization", or any long-horizon "make this artifact better and don't just memorize the dev set" task. Trigger it even when the user doesn't say "Arbor" or "hypothesis tree" but describes repeated experiment-and-evaluate loops, branching exploration of competing ideas, or worries about a dev/test gap. Runs Claude itself as the coordinator with subagent executors in isolated git worktrees; for the standalone `arbor` CLI tool see references/arbor-upstream.md.

A

arcgis-interaction

saschabrunnerch / arcgis-maps-sdk-js-ai-context

Handle user interaction with map views including hit testing, feature highlighting, sketching, and event handling. Use when detecting clicks on features, highlighting selections, drawing or editing shapes on the map, or responding to pointer, keyboard, and drag events.

A

archbee

membranedev / application-skills

Archbee integration. Manage data, records, and automate workflows. Use when the user wants to interact with Archbee data.

Master software architect specializing in modern architecture

A

architecture-md-writer

sjunepark / agent-scripts

Create, update, review, or split ARCHITECTURE.md files when docs are missing, stale, over-detailed, poorly scoped, or need nested subsystem coverage.

This skill should be used when the user asks to "review architecture", "analyze project structure", "check dependencies", "find circular imports", "analyze code patterns", "understand codebase structure", "map dependencies", "evaluate design patterns", or mentions architectural analysis.

A

assembling-components

ancoleman / ai-design-components

Assembles component outputs from AI Design Components skills into unified, production-ready component systems with validated token integration, proper import chains, and framework-specific scaffolding. Use as the capstone skill after running theming, layout, dashboard, data-viz, or feedback skills to wire components into working React/Next.js, Python, or Rust projects.

A

autosar-bsw

ptsilivis / autonomousguy

AUTOSAR BSW expert. Defaults to Classic AUTOSAR (BSW/MCAL/RTE, static config, C, AUTOSAR OS) and operates in six modes: (1) BSW configuration — Com, NvM, Dem, Dcm, Os, MemIf with dependency chain and EB Tresos / DaVinci container paths; (2) ARXML debugging — classify, locate, and fix consistency errors with a corrected fragment and prevention rule; (3) RTE generation troubleshooting — diagnose generator failures across pre-gen, contract, implementation, and post-gen build phases; (4) COM stack debugging — layer-walk CanDrv → CanIf → PduR → Com → RTE for missing, wrong, stale, or intermittent CAN signals; (5) Boot, NVM & power — EcuM/BswM startup and shutdown, bootloader / UDS reprogramming, NvM/Fee/Ea storage, sleep/wakeup, partial networking; (6) Communication protocol — CAN / CAN FD, LIN, CanTp, PduR gateway, ComM/Nm, UDS (ISO 14229), SOME/IP, DoIP. Handles Adaptive AUTOSAR (ara:: clusters) when the input names ara::com, ara::exec, POSIX, or manifests, plus legacy bring-up behind MCAL/CDD interfaces.

A

avue-form

partme-ai / full-stack-skills

Provides comprehensive guidance for Avue Form component including form configuration, validation, and dynamic forms. Use when the user asks about Avue Form, needs to create dynamic forms, implement form validation, or work with form configurations.

A

axiom-push-notifications

charleswiltgen / axiom

Use when implementing remote or local push notifications, requesting notification permission, managing APNs device tokens, adding notification actions/categories, building service extensions, or debugging push delivery failures. Covers APNs, FCM, Live Activity push transport, broadcast push, communication notifications, Focus interaction.

A

azure-ai-contentunderstanding-py

sickn33 / agentic-awesome-skills

Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video

A

azure-microsoft-opentelemetry

microsoftdocs / agent-skills

Expert knowledge for Azure Microsoft Opentelemetry development including configuration. Use when setting sampling, exporters, resource attributes, env vars, or tuning tracing/metrics behavior, and other Azure Microsoft Opentelemetry related development tasks. Not for Azure Monitor (use azure-monitor).

B

baguette

tddworks / baguette

Drive and inspect iOS simulators with the `baguette` CLI: taps, swipes, buttons, typing, screenshots, the accessibility tree, logs, and the conditions an app runs under (location, network, appearance, push, UserDefaults), without opening Xcode. Use when an agent must act on or verify a running simulator — a UI flow, smoke test or demo, checking a code change on screen — or when the user names `baguette`. Not for installing Xcode or merely opening Simulator.app.

B

buddy

membranedev / application-skills

Buddy integration. Manage data, records, and automate workflows. Use when the user wants to interact with Buddy data.

B

building-with-tambo

tambo-ai / tambo

Integrates Tambo into existing React apps — detects tech stack, installs @tambo-ai/react, wires TamboProvider, registers components with Zod schemas, and sets up tools/context. Use when adding AI-powered generative UI to an existing codebase. Triggers on "add Tambo", "integrate Tambo", "add AI chat to my app", "add generative UI", or when the user has an existing React/Next.js/Vite project and wants to add AI-powered components. For brand-new projects, use generative-ui instead.

C

clean-code-dotnet

thapaliyabikendra / ai-artifacts

Clean Code principles adapted for C#/.NET including naming, variables, functions, SOLID, error handling, and async patterns. Use when: (1) reviewing C# code, (2) refactoring for clarity, (3) writing new code, (4) code review feedback.

C

clean-code-zh

jackjin1997 / clawforge

Code review, refactoring and writing according to Robert C. Martin's Clean Code principles. Covers best practices for naming, functions, comments and error handling.

C

cloudflare-turnstile

ovachiever / droid-tings

Add bot protection with Turnstile (CAPTCHA alternative). Use when: protecting forms, securing login/signup, preventing spam, migrating from reCAPTCHA, integrating with React/Next.js/Hono, implementing E2E tests, or debugging CSP errors, token validation failures, or error codes 100*/300*/600*.

C

code-documentation-generator

dengineproblem / agents-monorepo

Code documentation expert. Use for JSDoc, docstrings, comments, and automated documentation generation.

C

code-overhaul-review

ehmo / code-overhaul-skill

Audit a codebase for maintenance and modernization. Challenges scope, reviews architecture/quality/tests/performance/dependencies, files deferred work via bd. Language-specific addendums for iOS/Swift, Go, and Web/JS/CSS activate automatically based on what's in the repo. Supports monorepos with mixed stacks.

C

code-problem-analyzer

openharmonyinsight / openharmony-skills

Deep code problem analysis and root cause localization. Use for analyzing technical issues such as abnormal code behavior, execution flow problems, and configuration errors. When users need to: 1) analyze code execution flow to find the root cause, 2) understand complex code logic and call chains, 3) locate the cause of abnormal behavior, 4) troubleshoot configuration or state issues. Trigger words: 问题定位, 分析问题, 问题分析, 代码分析, 根因分析.

C

codex-github-obsidian

mathruffian-dot / codex-lazy-packs

Codex GitHub + Obsidian integration setup. Load when the user says "connect GitHub and Obsidian".

C

coding

bout3fiddy / agents

Performance-grounded code implementation, bug fixes, refactors, code reviews, and technical guidance. Covers hard cutovers, instrumentation, data layout, simple state objects, structured comments, and anti-pattern detection.

C

component-refactoring

charlie85270 / dorothy

Refactor high-complexity React components in Dify frontend. Use when `pnpm analyze-component --json` shows complexity > 50 or lineCount > 300, when the user asks for code splitting, hook extraction, or complexity reduction, or when `pnpm analyze-component` warns to refactor before testing; avoid for simple/well-structured components, third-party wrappers, or when the user explicitly wants testing without refactoring.

C

composio

composiohq / awesome-claude-skills

Build AI agents and apps with Composio - access 200+ external tools with Tool Router or direct execution

C

contentsquare-web-tag-install

contentsquare / agents

Install and verify the Contentsquare tracking tag in any web project. Use when asked to "add Contentsquare", "install CS tag", "set up Contentsquare analytics", or configure Contentsquare tracking for a web application. Verification runs through `npx @contentsquare/wizard verify`, which drives an embedded Playwright browser — no browser automation MCP required.

Integrate Cartridge Controller into React applications using starknet-react. Use when building React/Next.js web apps with Controller, setting up StarknetConfig provider, using hooks like useConnect/useAccount, or implementing wallet connection components. Covers ControllerConnector setup, provider configuration, and transaction execution patterns.

C

creem

armitage-labs / creem-skills

Integrate Creem payment infrastructure for checkouts, subscriptions, licenses, and webhooks. Supports one-time payments, recurring billing, and MoR compliance.

C

csharp-scripts

wshaddix / dotnet-skills

Run single-file C# programs as scripts for quick experimentation, prototyping, and concept testing. Use when the user wants to write and execute a small C# program without creating a full project.

D

dart-async-programming

dart-lang / skills

Handle asynchronous operations safely using Futures and Streams.

D

dart-code-generation

dart-lang / skills

Automate repetitive code tasks using the build_runner system.

D

dbos-typescript

sickn33 / agentic-awesome-skills

Guide for building reliable, fault-tolerant TypeScript applications with DBOS durable workflows. Use when adding DBOS to existing TypeScript code, creating workflows and steps, or using queues for concurrency control.

D

debug-error

cowork-os / cowork-os

Analyze an error message and suggest fixes

D

decompiler

allthingsida / idasql-skills

Decompile and analyze IDA functions. Use when asked for pseudocode, ctree AST analysis, local variables, labels, or decompiler-driven cleanup.

D

deploy-fix

alpoxdev / hypercore

[Hyper] Use this skill when a build, CI job, or deployment fails with a concrete error and the user asks to diagnose and fix it, including one failing workspace in a monorepo. Do not use it to run a healthy deployment, fix ordinary runtime bugs, design new pipelines, or perform speculative cleanup.

D

design-gate

robsonrung / rar-skills

Select relevant design lenses for a planned slice and return a proceed-or-revise verdict. Use during task planning or when a design boundary changes; invoke a named lens directly for a single-lens review.

D

designing-apis

ancoleman / ai-design-components

Design APIs that are secure, scalable, and maintainable using RESTful, GraphQL, and event-driven patterns. Use when designing new APIs, evolving existing APIs, or establishing API standards for teams.

D

deslop

rawkode-academy / rawkode-academy

Remove AI-generated code slop from the current branch by analyzing diffs against main and cleaning up unnecessary comments, defensive code, and style inconsistencies.

D

diagnostics

gtmagents / gtm-agents

Use for structured technical SEO audits, incident response, and validation.

D

diff-preview

johnlindquist / claude

Preview and analyze git diffs with AI explanations. Use to understand changes before committing, get impact analysis, and compare branches or commits.

D

discover-systems-theory

rand / cc-polymath

Automatically discover eBPF, compiler, programming language theory, information retrieval, and formal verification skills when working with kernel tracing, parsers, type systems, Z3, Lean, or theorem proving

D

docs-writer-learn

reactjs / react.dev

Use when writing or editing files in src/content/learn/. Provides Learn page structure and tone.

D

docs-writer-reference

reactjs / react.dev

Reference page structure, templates, and writing patterns for src/content/reference/. For components, see /docs-components. For code examples, see /docs-sandpack.

D

domain-driven-design

bfollington / terma

This skill should be used whenever domain modeling is taking place. It provides specialized guidance for type-driven and data-driven design based on Rich Hickey and Scott Wlaschin's principles. The skill helps contextualize current modeling within the existing domain model, identifies inconsistencies, builds ubiquitous language, and creates visualizations (Mermaid, Graphviz/DOT, ASCII diagrams) to communicate domain concepts clearly. Use this skill when designing types, modeling business domains, refactoring domain logic, or ensuring domain consistency across a codebase.

D

done

bonkey / skills

Check if a PR already exists; if it does, update the PR. If no PR exists, merge current branch locally into main and push to main remote. If main is protected, create a PR instead.

D

dotnet-api-surface-validation

wshaddix / dotnet-skills

Detecting API changes in CI. PublicApiAnalyzers, Verify snapshots, breaking change enforcement.

D

dotnet-channels

wshaddix / dotnet-skills

Using producer/consumer queues. Channel<T>, bounded/unbounded, backpressure, drain patterns

D

dotnet-cli-release-pipeline

wshaddix / dotnet-skills

Releasing CLI tools. GitHub Actions build matrix, artifact staging, Releases, checksums.

D

dotnet-csproj-reading

wshaddix / dotnet-skills

Reading or modifying .csproj files. SDK-style structure, PropertyGroup/ItemGroup, CPM, props.

D

dotnet-github-docs

wshaddix / dotnet-skills

Creating GitHub-native docs. README badges, CONTRIBUTING, issue/PR templates, repo metadata.

D

dotnet-postgresql-best-practices

ronnythedev / dotnet-clean-architecture-skills

PostgreSQL database design best practices, naming conventions, indexing strategies, and performance optimization for .NET applications using Npgsql and EF Core.

D

dotnet-release-management

wshaddix / dotnet-skills

Managing .NET release lifecycle. NBGV versioning, SemVer, changelogs, pre-release, branching.

D

dotnet-repository-pattern

ronnythedev / dotnet-clean-architecture-skills

Generates Repository interfaces and implementations following the Repository pattern. Provides data access abstraction for aggregate roots with EF Core implementations.

D

dotnet-unit-testing

ronnythedev / dotnet-clean-architecture-skills

Generates unit tests for command and query handlers using xUnit and NSubstitute. Implements Arrange-Act-Assert pattern with comprehensive test coverage for success and failure scenarios.

E

evolve

q00 / ouroboros

Start or monitor an evolutionary development loop

E

execute

chrislacey89 / skills

Primary pipeline execution step after /prd-to-issues or for clearly scoped implementation work. Use to build, verify, and commit a concrete slice, delegating to /tdd for backend work and behavior-heavy frontend logic when red-green-refactor will reduce risk. Not for shaping or pre-merge review.

E

explain-architecture

robsonrung / rar-skills

Create a self-contained HTML orientation page explaining a codebase or subsystem with a map and one traced flow. Use for onboarding or architecture overviews; use html-explainer for a detailed code walkthrough.

E

expo-ui-jetpack-compose

sickn33 / agentic-awesome-skills

Build Android-native Expo SDK 55 UI with Jetpack Compose views/modifiers, Host sizing, and platform-specific integration