Software Development AI agent skills

13,359 skills in the archive. Read a skill’s instructions or open its original repository.

• Marimo Development

  by @jiaxiaojunQAQ

  Expert guidance for creating and working with marimo notebooks - reactive Python notebooks that can be executed as scripts and deployed as apps. Use when the user asks to create marimo notebooks, convert Jupyter notebooks to…

• Lucid Dreamer

  by @jiaxiaojunQAQ

  Nightly AI memory reasoning system. Lucid runs every night while you sleep — it reads your daily notes and memory files, detects stale facts, unresolved todos, recurring problems, and forgotten decisions, then generates a review…

• Managing Commits

  by @jiaxiaojunQAQ

  Git commit quality and conventional commits expertise with automatic issue tracking integration. Auto-invokes when the user explicitly asks about commit message format, commit quality, conventional commits, commit history…

• Architecture Patterns

  by @jiaxiaojunQAQ

  Organizational coding standards and architectural patterns. References comprehensive skills for detailed patterns. Use when making architecture decisions or implementing features.

• Modern Csharp Coding Standards

  by @wshaddix

  Write modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Memory<T>, and best-practice API design patterns. Emphasizes functional-style programming with C# 12+ features. Use when…

• Opentrons Integration

  by @jiaxiaojunQAQ

  Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware with full access to Protocol API v2 features. Best for production Opentrons protocols, official API…

• Test Automator

  by @zhaono1

  Test automation framework expert for creating and maintaining automated tests. Use when user asks to write tests, automate testing, or improve test coverage.

• Security Auditor

  by @zhaono1

  Security vulnerability expert covering OWASP Top 10 and common security issues. Use when conducting security audits or reviewing code for vulnerabilities.

• Documentation Engineer

  by @zhaono1

  Technical documentation expert for creating clear, comprehensive documentation. Use when user asks to write docs, create README, or document code.

• Performance Engineer

  by @zhaono1

  Performance optimization specialist for improving application speed and efficiency. Use when investigating performance issues or optimizing code.

• Commit Helper

  by @zhaono1

  Helps write Git commit messages following the Conventional Commits specification. Use this skill when the user asks to commit changes, write commit messages, format commits, or mentions git commits.

• Code Reviewer

  by @zhaono1

  Reviews pull requests and code changes for quality, security, and best practices. Use when user asks for code review, PR review, or mentions reviewing changes.

• Debugger

  by @zhaono1

  Advanced debugging specialist for diagnosing and resolving code issues. Use when user encounters bugs, errors, unexpected behavior, or mentions debugging.

• Aspire Integration Testing

  by @wshaddix

  Write integration tests using .NET Aspire's testing facilities with xUnit. Covers test fixtures, distributed application setup, endpoint discovery, and patterns for testing ASP.NET Core apps with real dependencies. Use when…

• Agile Planning

  by @jiaxiaojunQAQ

  Generate agile release plans with sprints and roadmaps using unique sprint codes. Use when creating sprint schedules, product roadmaps, release planning, or when user mentions agile planning, sprints, roadmap, or release plans.

• Refactoring Specialist

  by @zhaono1

  Code refactoring expert for improving code structure, readability, and maintainability. Use when user asks to refactor, clean up, or improve code quality.

• Code Analysis

  by @jiaxiaojunQAQ

  Check if code is readable by non-developers - clear names, plain English comments, no jargon

• Global Commenting

  by @jiaxiaojunQAQ

  Write self-documenting code with minimal, evergreen comments that explain complex logic without describing recent changes or temporary fixes. Use this skill when writing code comments, documentation strings, explaining complex…

• Backend Migrations

  by @jiaxiaojunQAQ

  Create and manage database schema migrations with reversibility, zero-downtime deployment support, and proper version control. Use this skill when creating database migration files, modifying schema, adding or removing…

• Epistemic Checkpoint

  by @jiaxiaojunQAQ

  Force verification before answering questions involving versions, dates, status, or "current" state. Prevents hallucinations at the REASONING level by checking assertions.yaml and WebSearch before forming beliefs. Triggers on…

• Brainstorming

  by @jiaxiaojunQAQ

  Collaborative design exploration that refines ideas into validated specs through iterative questioning. Use before any creative work including creating features, building components, adding functionality, or modifying behavior.

• Api Compat

  by @jiaxiaojunQAQ

  Change public APIs without breaking clients—versioning schemes, additive vs breaking changes, deprecation windows, and comms. Use when shipping breaking changes, sunsetting fields, or coordinating mobile/web SDK consumers.

• Parallel Workflows

  by @jiaxiaojunQAQ

  Optimizes parallel execution of multiple tasks. Use when user mentions 並列で実行, 同時にやって, まとめてやって, run in parallel, do these together. Do NOT load for: 単一タスク, 順次実行が必要な作業, 依存関係のあるタスク.

• Let Chains Advisor

  by @jiaxiaojunQAQ

  Identifies deeply nested if-let expressions and suggests let chains for cleaner control flow. Activates when users write nested conditionals with pattern matching.

• Daem0nmcp Protocol

  by @jiaxiaojunQAQ

  Use when Daem0nMCP tools are available - enforces the sacred covenant (commune at session start, seek counsel before changes, inscribe decisions, seal outcomes)

• Agentic Jujutsu

  by @jiaxiaojunQAQ

  Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination

• Debug Connection

  by @jiaxiaojunQAQ

  Debug WebSocket connection issues between CLI and FigJam plugin. Use when diagrams aren't syncing or connection fails.

• Crap Analysis

  by @wshaddix

  Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code. Use OpenCover format with ReportGenerator for Risk Hotspots showing cyclomatic complexity and untested code paths. Use when evaluating…

• Deep Research

  by @mcouthon

  Exhaustive investigation with citations and structured findings. Use when thorough coverage is needed, all sources must be cited, or research will inform critical decisions. Triggers on: 'use deep-research mode', 'deep…

• Api Design

  by @wshaddix

  Design stable, compatible public APIs using extend-only design principles. Manage API compatibility, wire compatibility, versioning, naming conventions, parameter ordering, and return types for NuGet packages and distributed…

• Mentor

  by @mcouthon

  Guide through problems with questions, not answers using Socratic teaching style. Use when asked to teach, explain concepts through discovery, help learn, or guide understanding without giving direct solutions. Triggers on: 'use…

• Phase Review

  by @mcouthon

  Review implementation plans from the .tasks/ directory for flaws before committing — either a single phase (phase mode) or across all phases of a task for consistency (cross-phase analyze mode). Triggers on: 'use phase mode',…

• Critic

  by @mcouthon

  Challenge assumptions and probe reasoning using adversarial thinking. Use when asked to find weaknesses, challenge a design, identify edge cases, or stress-test an approach. Triggers on: 'use critic mode', 'challenge this',…

• Debug

  by @mcouthon

  Systematic debugging with hypothesis-driven investigation. Use when something is broken, tests are failing, unexpected behavior occurs, or errors need investigation. Triggers on: 'this is broken', 'debug', 'why is this failing',…

• Mailpit Integration

  by @wshaddix

  Test email sending locally using Mailpit with .NET Aspire. Captures all outgoing emails without sending them. View rendered HTML, inspect headers, and verify delivery in integration tests. Use when testing email delivery locally…

• Testing

  by @mcouthon

  Behavioral testing strategy — deciding what to test and how. Use when writing tests, reviewing test quality, or fixing tests that test mocks instead of behavior. Triggers on: 'use testing mode', 'write tests', 'test strategy',…

• Aspire Configuration

  by @wshaddix

  Configure Aspire AppHost to emit explicit app config via environment variables while keeping app code free of Aspire clients and service discovery. Use when wiring AppHost resources to application configuration, ensuring…

• Aspire Service Defaults

  by @wshaddix

  Create a shared ServiceDefaults project for Aspire applications. Centralizes OpenTelemetry, health checks, resilience, and service discovery configuration across all services. Use when building Aspire-based distributed…

• Consolidate Task

  by @mcouthon

  Use when you need to consolidate a completed task into an architectural decision record and a proposed instruction delta for future agents, reducing clutter in .tasks/. Triggers on: 'use consolidate-task mode',…

• Tech Debt

  by @mcouthon

  Use when finding code smells, auditing TODOs, removing dead code, cleaning up unused imports, or assessing code quality. Triggers on: 'use tech-debt mode', 'tech debt', 'code smells', 'clean up', 'remove dead code', 'delete…

• Design

  by @mcouthon

  Use when building dashboards, SaaS UIs, admin interfaces, or any interface needing polished professional design. Covers design direction, craft principles, and 9-phase implementation. Triggers on: 'use design mode', 'design…

• Clarify

  by @mcouthon

  Bounded clarification/refinement pass for planning. Use before finalizing a phased plan when unresolved [?] markers or plan-changing ambiguity remain. Triggers on: 'use clarify mode', 'clarify', 'clarify the plan', 'resolve…

• Create Pr

  by @zhaono1

  Creates pull requests with bilingual documentation checks. Use when user asks to create PR, make a pull request, or submit changes for review. Ensures English and Chinese README files stay in sync when user-facing skill catalog…

• Workflow Orchestrator

  by @zhaono1

  Coordinates multi-skill workflows and records or runs follow-up actions when the host runtime supports them. Use when completing PRD creation, implementation, or any milestone that should be evaluated for additional skills.

• Architecting Solutions

  by @zhaono1

  Designs technical solutions and architecture. Use when user says "design solution", "architecture design", "technical design", or "方案设计" WITHOUT mentioning PRD. For PRD-specific work, use prd-planner skill instead.

• Auto Trigger

  by @zhaono1

  Workflow hook metadata for agent-playbook skills. This skill documents trigger intent between skills - DO NOT use directly, and do not assume hooks execute unless the host runtime explicitly supports them.

• Csharp Scripts

  by @wshaddix

  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.

• Session Logger

  by @zhaono1

  Save a bounded, redacted session summary when the user asks to record a conversation or when a supported host provides an explicit session-end transcript event.

• Skill Router

  by @zhaono1

  Routes an agent request to the narrowest matching portable skill when the user asks which skill to use or needs help selecting one across supported hosts.

• Project Domain

  by @jiaxiaojunQAQ

  Domain vocabulary and entity relationships for {project}. Ensures consistent terminology and model understanding.

• Dotnet Blazor Components

  by @wshaddix

  Building Blazor components. Lifecycle, state management, JS interop, EditForm validation, QuickGrid.

• Dotnet Add Analyzers

  by @wshaddix

  Adding analyzer packages to a project. Nullable, trimming, AOT compat analyzers, severity config.

• Dotnet Csharp Source Generators

  by @wshaddix

  Creating source generators. IIncrementalGenerator, GeneratedRegex, LoggerMessage, STJ source-gen.

• Dotnet Ado Publish

  by @wshaddix

  Publishing .NET artifacts from Azure DevOps. NuGet push, containers to ACR, pipeline artifacts.

• Dotnet Api Surface Validation

  by @wshaddix

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

• Dotnet Build Analysis

  by @wshaddix

  Interpreting MSBuild output, NuGet errors, or analyzer warnings. Error codes, CI drift fixes.

• Dotnet Aot Architecture

  by @wshaddix

  Designing AOT-first apps. Source gen over reflection, AOT-safe DI, serialization, factories.

• Dotnet Csharp Nullable Reference Types

  by @wshaddix

  Enabling nullable reference types. Annotation strategies, attributes, common agent mistakes.

• Dotnet Channels

  by @wshaddix

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

• Dotnet Artifacts Output

  by @wshaddix

  Using artifacts output layout. UseArtifactsOutput, ArtifactsPath, impact on CI and Docker.

• Dotnet Blazor Testing

  by @wshaddix

  Testing Blazor components. bUnit rendering, events, cascading params, JS interop mocking.

• Dotnet Cli Packaging

  by @wshaddix

  Publishing to package managers. Homebrew, apt/deb, winget, Scoop, Chocolatey manifests.

• Dotnet Build Optimization

  by @wshaddix

  Diagnosing slow builds or incremental failures. Binary logs, parallel builds, restore.

• Zoom Video Sdk

  by @zoom

  Zoom Video SDK for building custom video experiences (not Zoom meetings) on web, React Native, Flutter, Android, iOS, macOS, Windows, Unity, and Linux platforms. Use when you want full control over the video UI and experience.

• Zoom Meeting Sdk

  by @zoom

  Zoom Meeting SDK for embedding Zoom meetings into web, Android, iOS, macOS, Unreal, React Native, Electron, and Linux applications. Use when you want to integrate the full Zoom meeting experience into your app. Supports Web…

• Zoom Rest Api

  by @zoom

  Zoom REST API - 600+ endpoints for meetings, users, webinars, recordings, reports, and more. Server-side API for managing Zoom resources programmatically with OAuth 2.0 authentication.

• Video Sdk Web

  by @zoom

  Build and debug browser-based Zoom Video SDK for Web integrations using @zoom/videosdk. Use for custom video sessions, joining or leaving sessions, JWT auth, audio/video and video-player rendering, screen sharing, chat and file…

• Technical Debt

  by @AsyrafHussin

  Technical debt inventory, prioritization, and audit for PHP/Laravel (MySQL) and Node/TypeScript/React projects. Use when assessing code health, identifying refactoring candidates, planning debt paydown, or auditing a codebase…

• Laravel Database Optimization

  by @AsyrafHussin

  Laravel database optimization patterns. Use when writing Eloquent queries, creating migrations, configuring caching, debugging slow queries, or optimizing database performance. Triggers on tasks involving N+1 queries, indexing,…

• Typescript React Patterns

  by @AsyrafHussin

  TypeScript best practices for React development. Use when writing typed React components, hooks, events, refs, or generic components. Triggers on tasks involving TypeScript errors, type definitions, props typing, or type-safe…

• Seo Best Practices

  by @AsyrafHussin

  SEO patterns, conventions, and audit for web applications. Use when implementing meta tags, structured data, Core Web Vitals, sitemaps, Open Graph, auditing SEO, or optimizing pages for search engines. Triggers on "audit SEO",…

• Git Workflow

  by @AsyrafHussin

  Git best practices, branching strategies, commit conventions, and PR workflows. Use when reviewing git history, writing commits, setting up branching strategy, or improving git practices. Triggers on "git best practices",…

• Zoom Cobrowse Sdk

  by @zoom

  Zoom Cobrowse SDK for web - JavaScript SDK for real-time collaborative browsing between agents and customers. Features include annotation tools, privacy masking, remote assist, and PIN-based session sharing.

• State Management

  by @AsyrafHussin

  React Query and Zustand patterns for state management. Use when implementing data fetching, caching, mutations, or client-side state. Triggers on tasks involving useQuery, useMutation, Zustand stores, caching, or state management.

• Code Slop

  by @AsyrafHussin

  Detect AI-generated code patterns ("slop") in PHP/Laravel and TypeScript/React source — comment narration, generic naming, premature interfaces, defensive overdose, mock-everything tests, and the absence of human "scars". Use…

• Laravel Inertia React

  by @AsyrafHussin

  Laravel + Inertia.js + React integration patterns. Use when building Inertia page components, handling forms with useForm, managing shared data, or implementing persistent layouts. Triggers on tasks involving Inertia.js, page…

• Clean Code Principles

  by @AsyrafHussin

  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 code…

• React Vite Best Practices

  by @AsyrafHussin

  React and Vite performance optimization guidelines. Use when writing, reviewing, or optimizing React components built with Vite. Triggers on tasks involving Vite configuration, build optimization, code splitting, lazy loading,…

• Laravel Queues

  by @AsyrafHussin

  Laravel 13 queue and job patterns — driver choice, job design (idempotency, ShouldQueue, model serialisation), retry and failure handling, worker scaling, Bus batching and chaining, Horizon when warranted, queue testing. Use…

• Zoom Apps Sdk

  by @zoom

  Zoom Apps SDK for building web apps that run inside the Zoom client. JavaScript SDK (@zoom/appssdk) for in-meeting experiences, Layers API for immersive visuals, Collaborate Mode for shared state, and In-Client OAuth for…

• Zoom Meeting Sdk Windows

  by @zoom

  Zoom Meeting SDK for Windows - Native C++ SDK for embedding Zoom meetings into Windows desktop applications. Supports custom UI architecture with raw video/audio data, headless bots, and deep integration with meeting features.…

• Virtual Agent

  by @zoom

  Zoom Virtual Agent skill pack for web campaigns/chat embeds, Android and iOS WebView bridge integrations, and knowledge-base sync workflows. Use for lifecycle patterns, event handling, and version-drift troubleshooting.

• Zoom Mcp

  by @zoom

  Official Zoom MCP Server guidance for AI-agent access to the unified Zoom MCP Server and dedicated Meetings, Chat, Canvas, Tasks, Whiteboard, and Revenue Accelerator servers. Use for Zoom-hosted MCP endpoints, tools/list,…

• Zoom Meeting Sdk React Native

  by @zoom

  Zoom Meeting SDK for React Native. Use when embedding Zoom meetings in React Native iOS/Android apps with @zoom/meetingsdk-react-native, JWT auth, join/start flows, platform setup, and native bridge troubleshooting.

• Zoom Meeting Sdk Web

  by @zoom

  Zoom Meeting SDK for Web - Embed Zoom meeting capabilities into web applications. Two integration options: Client View (full-page, familiar Zoom UI) and Component View (embeddable, Promise-based API). Includes SharedArrayBuffer…

• Zoom Rtms

  by @zoom

  Zoom Realtime Media Streams (RTMS) for accessing live audio, video, transcript, chat, and screen share from Zoom meetings, webinars, Video SDK sessions, and Zoom Contact Center Voice. WebSocket-based protocol using open web…

• Zoom Plugin Sdk

  by @zoom

  Zoom Plugin SDK guidance for native macOS and Windows applications that control an installed Zoom Workplace desktop client over IPC. Use for desktop companion apps that start or join meetings, control meeting…

• Zoom Meeting Sdk Electron

  by @zoom

  Zoom Meeting SDK for Electron desktop applications. Use when embedding Zoom meetings in an Electron app with the Node addon wrapper, JWT auth, join/start flows, settings controllers, and raw data integration.

• Zoom Video Sdk Flutter

  by @zoom

  Zoom Video SDK for Flutter. Use when building custom video session apps in Flutter with flutter_zoom_videosdk, event-driven architecture, session lifecycle handling, and mobile platform integration patterns.

• Zoom Video Sdk React Native

  by @zoom

  Zoom Video SDK for React Native. Use when building custom mobile video session experiences with @zoom/react-native-videosdk, event listeners, helper-based APIs, and backend JWT token flows.

• Laravel Owasp Security

  by @AsyrafHussin

  OWASP Top 10 security audit and secure coding guidelines for Laravel + React/Inertia.js applications. Use when auditing for vulnerabilities ("run OWASP audit", "security review", "check my app security") or writing secure…

• E2e Playwright Testing

  by @AsyrafHussin

  End-to-end testing with Playwright for web applications. Use when writing E2E tests, browser automation, form submission testing, or user flow testing. Triggers on "playwright", "e2e test", "browser test", "end-to-end", "form…

• Probe Sdk

  by @zoom

  Zoom Probe SDK for web diagnostics. Use to test media permissions, audio/video/screen-share diagnostics, network quality, compatibility reporting, and consented offline camera-dump evidence before users join meetings or sessions.

• Rivet Sdk

  by @zoom

  Zoom Rivet SDK for JavaScript/TypeScript server-side integrations. Use for auth handling, webhook event consumers, API endpoint wrappers, multi-module app composition, and AWS Lambda receiver patterns.

• Mapbox Web Integration Patterns

  by @mapbox

  Official integration patterns for Mapbox GL JS across popular web frameworks (React, Vue, Svelte, Angular). Covers setup, lifecycle management, token handling, search integration, and common pitfalls. Based on Mapbox's…

• Zoom Meeting Sdk Unreal

  by @zoom

  Zoom Meeting SDK for Unreal Engine wrapper integrations. Use when building Unreal projects that embed Zoom meetings with C++ and Blueprint wrappers, including wrapper-to-SDK mapping concerns.

• Zoom Meeting Sdk Macos

  by @zoom

  Zoom Meeting SDK for macOS native apps. Use when embedding Zoom meetings in macOS with default/custom UI, PKCE + SDK auth, host start/join flows, and desktop meeting feature controllers.

• Zoom Video Sdk Android

  by @zoom

  Zoom Video SDK for Android native apps. Use when building custom Android video experiences with full UI control, session tokens, raw media options, and event-driven participant state.

• Zoom Meeting Sdk Android

  by @zoom

  Zoom Meeting SDK for Android native apps. Use when embedding Zoom meetings in Android with default/custom UI, PKCE + SDK auth, join/start flows, and Meeting SDK API integration.

• Zoom Video Sdk Macos

  by @zoom

  Zoom Video SDK for macOS native desktop apps. Use when building custom macOS video sessions with native UI control, tokenized join, and desktop-oriented media/device workflows.