Top Agent Skills

Create, list, and view GitHub issues using the gh CLI with guided workflows for gathering titles, descriptions, labels, and reproduction steps.

Generates thorough README.md files by deeply exploring a codebase to produce comprehensive project documentation covering local setup, architecture, and deployment.

Move issues and external pull requests through a state machine of triage roles — categorise, verify, grill if needed, and write agent-ready briefs.

Enforces safety gates, evidence-based debugging, anti-slack detection, and verification hooks when AI modifies files, configs, or deployments.

Compact the current conversation into a handoff document for another agent to pick up, including suggested skills and references to existing artifacts.

Enforces an algorithm-first discipline: state Big-O, data structure, and algorithm family before writing loops, queries, or recursion to catch O(n²), N+1, and brute-force defaults.

Provides guidance and code for production AI workflows including RAG pipelines, vector databases, embedding indexing, prompt engineering, cost estimation, semantic caching, and quality evaluation.

Ingest, index, search, and edit video and audio from files, URLs, live streams, or desktop sessions with timestamps, subtitles, overlays, and real-time alerts.

Routes user requests to the most relevant skill or workflow in this repository, acting as a navigator over available skills.

Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks.

Provides AI agents with real email addresses, send/receive capabilities, webhook management, and karma balance tracking via the AgentMail API.

Automates the entire software development lifecycle from PRD to production with zero human intervention, using multi-agent orchestration and memory systems.

Create pull requests with structured descriptions based on committed branch diffs, following Sentry's engineering practices.

Build full-stack web applications with SvelteKit — file-based routing, SSR, SSG, API routes, and form actions in one framework.

Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices.

Locates files by intent using semantic search, ideal for finding implementations, definitions, or documentation in medium to large repositories.

Provides guidance and patterns for AWS development, infrastructure automation, and cloud architecture.

Creates C4 context-level system documentation including system descriptions, personas, user journeys, external dependencies, and Mermaid context diagrams.

Build evaluation frameworks for agent systems, covering rubric design, test set creation, and automated evaluation pipelines.

Designs and reviews feedback loops for AI agents to ensure goals are machine-decidable, loops are damped, and human judgment is preserved.

Search models, datasets, Spaces, and papers on Hugging Face Hub, retrieve repository details and documentation, run compute jobs, and use Gradio Spaces as AI tools via MCP server tools.

Use Expo DOM components to run web code in a webview on native and as-is on web, enabling incremental migration of web code to native.

Author and review GitHub Actions workflow YAML to ensure syntactic and structural correctness, preventing failures from unquoted expressions and other YAML-vs-Actions traps.

Improve CLI build performance by enabling MSBuild Server for persistent caching of evaluation results across sequential builds.

Guides creation and modification of ASP.NET Core Web API endpoints with correct HTTP semantics, OpenAPI metadata, and error handling.

Build forms, validate data, and react to user input in Blazor applications.

Provides canonical MSBuild property definition patterns including conditional defaults, composition, path normalization, target framework detection, and evaluation order for diagnosing and fixing property issues in .props and .csproj files.

Measure and optimize .NET build performance by establishing baselines, enabling MSBuild Server, using artifacts output, and trimming dependency graphs.

Creates .NET projects from templates with validated parameters, Central Package Management adaptation, and multi-project composition.

Build beautiful native UIs for Expo apps with guidance on routing, styling, animations, and platform-specific components.

Programmatically activate, deactivate, and manage content replication in AEM 6.5 LTS using the official Replication API.

Create visual designs like flyers, posters, social media posts, and business cards by searching Adobe Express templates and customizing text, colors, and animations.

Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality.

Collects GitHub PRs, Notion docs, and Linear tickets from the past year, groups them into projects, and creates a private Notion document summarizing the work.

Analyze a repository to generate recommended Claude Code settings.json permissions for read-only commands, detecting tech stack, build tools, and monorepo structure.

Ensure C# types are documented with XML comments following best practices for summaries, parameters, returns, and exceptions.

Implement iterative evaluation and refinement loops for AI agent outputs, using self-critique, evaluator-optimizer patterns, and rubric-based scoring to improve quality.

Generate XML configuration files and execute SSMA Console commands for Oracle to SQL Server database migration, including schema conversion and data migration.

Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more.

Generates a comprehensive AGENTS.md file at the repository root to provide AI coding agents with project context, setup commands, development workflows, testing instructions, and code style guidelines.

Provides best practices for developing high-quality Spring Boot applications, covering project structure, dependency injection, configuration, web layer, service layer, data layer, logging, testing, and security.

Generate concise, actionable meeting minutes for internal meetings, including metadata, attendees, agenda, decisions, action items with owners and due dates, and follow-up steps.

Create annotated animated GIF demos and screen recordings for pull requests and documentation. Covers frame capture, timing, imageio-based GIF creation, and per-frame annotation workflows.

Integrate Xquik into apps, scripts, data pipelines, or AI agents for X API tasks like tweet search, user lookup, follower export, media actions, and webhook verification.

Create a structured specification file for a solution component, optimized for Generative AI consumption.

Ensure .NET/C# code meets project-specific best practices for structure, design patterns, dependency injection, async/await, testing, configuration, and security.

Transform code files into learning resources by adding educational comments that explain syntax, idioms, and design choices.

Generate Python SDK setup, CRUD, bulk, and paging snippets for Microsoft Dataverse using official patterns.

Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration.

Refactors Java methods by extracting code blocks into separate, well-named methods to improve readability and maintainability.

Diagnoses Qdrant search quality issues by isolating causes like HNSW approximation, quantization, embedding model, or search pipeline problems.

Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness, providing detailed improvement recommendations with frameworks, testing methodologies, and educational content.

Analyzes project folder structures, auto-detects technology stacks, and generates detailed blueprints with naming conventions, file placement patterns, and templates for consistent code organization.

Analyze, describe, and extract information from images using the MiniMax vision MCP tool, with modes for general description, OCR, UI review, chart data extraction, and object detection.

Turn a product idea into a manual-first process you can start delivering today, before writing any code.

Connects Claude to 1000+ external apps like Gmail, Slack, and GitHub to actually send emails, create issues, and post messages.

Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders.

Automate corporate finance operations on the Ramp platform: retrieve transactions, manage reimbursements, search expenses, view card details, and list users.

Automate Grist database operations through Composio's Grist toolkit via Rube MCP, with tool discovery and connection management.

Automate Tally accounting operations through Composio's Tally toolkit via Rube MCP, with tool discovery and connection management.