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• 163 skills
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• 2 repo stars
• 2 weeks ago last updated

1. ▌
   Copilot Sdk · mit-network

   Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent.
   2 repo stars
2. ▌
   Eval Driven Dev · mit-network bundle

   Add instrumentation, build golden datasets, write eval-based tests, run them, root-cause failures, and iterate — Ensure your Python LLM application works correctly. Make sure to use this skill whenever a user is developing, testing, QA-ing, evaluating, or benchmarking a Python project that calls an LLM. Use for making sure an LLM application works correctly, catching regressions after prompt changes, fixing unexpected behavior, or validating output quality before shipping.
   2 repo stars
3. ▌
   Iterate Pr · mit-network

   Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.
   2 repo stars
4. ▌
   SEO Images · mit-network

   Image optimization analysis for SEO and performance. Checks alt text, file sizes, formats, responsive images, lazy loading, and CLS prevention. Use when user says "image optimization", "alt text", "image SEO", "image size", or "image audit".
   2 repo stars
5. ▌
   Fixing Metadata · mit-network

   Audit and fix HTML metadata including page titles, meta descriptions, canonical URLs, Open Graph tags, Twitter cards, favicons, JSON-LD structured data, and robots directives. Use when adding or reviewing SEO and social metadata.
   2 repo stars
6. ▌
   Transformers JS · mit-network bundle

   Run Hugging Face models in JavaScript or TypeScript with Transformers.js in Node.js or the browser.
   2 repo stars
7. ▌
   Wiki Researcher · mit-network

   You are an expert software engineer and systems analyst. Use when user asks "how does X work" with expectation of depth, user wants to understand a complex system spanning many files, or user asks for architectural analysis or pattern investigation.
   2 repo stars
8. ▌
   Hugging Face Jobs · mit-network bundle

   Run workloads on Hugging Face Jobs with managed CPUs, GPUs, TPUs, secrets, and Hub persistence.
   2 repo stars
9. ▌
   Hugging Face Papers · mit-network

   Read and analyze Hugging Face paper pages or arXiv papers with markdown and papers API metadata.
   2 repo stars
10. ▌
    Hugging Face Trackio · mit-network bundle

    Track ML experiments with Trackio using Python logging, alerts, and CLI metric retrieval.
    2 repo stars
11. ▌
    Nextjs Supabase Auth · mit-network

    Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route.
    2 repo stars
12. ▌
    React Best Practices · mit-network bundle

    Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Use when writing new React components or Next.js pages, implementing data fetching (client or server-side), or reviewing code for performance issues.
    2 repo stars
13. ▌
    Xvary Stock Research · mit-network bundle

    Thesis-driven equity analysis from public SEC EDGAR and market data; /analyze, /score, /compare workflows with bundled Python tools (Claude Code, Cursor, Codex).
    2 repo stars
14. ▌
    Postgres Best Practices · mit-network bundle

    Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
    2 repo stars
15. ▌
    Remotion Best Practices · mit-network bundle

    Best practices for Remotion - Video creation in React
    2 repo stars
16. ▌
    Fixing Motion Performance · mit-network

    Audit and fix animation performance issues including layout thrashing, compositor properties, scroll-linked motion, and blur effects. Use when animations stutter, transitions jank, or reviewing CSS/JS animation performance.
    2 repo stars
17. ▌
    Hugging Face Model Trainer · mit-network bundle

    Train or fine-tune TRL language models on Hugging Face Jobs, including SFT, DPO, GRPO, and GGUF export.
    2 repo stars
18. ▌
    Hugging Face Vision Trainer · mit-network bundle

    Train or fine-tune vision models on Hugging Face Jobs for detection, classification, and SAM or SAM2 segmentation.
    2 repo stars
19. ▌
    Mobile Games · mit-network

    Mobile game development principles. Touch input, battery, performance, app stores.
    2 repo stars
20. ▌
    Hugging Face Community Evals · mit-network bundle

    Run local evaluations for Hugging Face Hub models with inspect-ai or lighteval.
    2 repo stars
21. ▌
    Hugging Face Paper Publisher · mit-network bundle

    Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.
    2 repo stars
22. ▌
    Wordpress Plugin Development · mit-network

    WordPress plugin development workflow covering plugin architecture, hooks, admin interfaces, REST API, security best practices, and WordPress 7.0 features: Real-Time Collaboration, AI Connectors, Abilities API, DataViews, and PHP-only blocks.
    2 repo stars
23. ▌
    Wordpress Woocommerce Development · mit-network

    WooCommerce store development workflow covering store setup, payment integration, shipping configuration, customization, and WordPress 7.0 features: AI connectors, DataViews, and collaboration tools.
    2 repo stars
24. ▌
    Viboscope · mit-network

    Psychological compatibility matching — find cofounders, collaborators, and friends through validated psychometrics
    2 repo stars
25. ▌
    Wordpress · mit-network

    Complete WordPress development workflow covering theme development, plugin creation, WooCommerce integration, performance optimization, and security hardening. Includes WordPress 7.0 features: Real-Time Collaboration, AI Connectors, Abilities API, DataViews, and PHP-only blocks.
    2 repo stars
26. ▌
    Simplify Code · mit-network

    Review a diff for clarity and safe simplifications, then optionally apply low-risk fixes.
    2 repo stars
27. ▌
    Threejs Skills · mit-network

    Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements.
    2 repo stars
28. ▌
    Threejs Loaders · mit-network

    Three.js asset loading - GLTF, textures, images, models, async patterns. Use when loading 3D models, textures, HDR environments, or managing loading progress.
    2 repo stars
29. ▌
    Threejs Shaders · mit-network

    Three.js shaders - GLSL, ShaderMaterial, uniforms, custom effects. Use when creating custom visual effects, modifying vertices, writing fragment shaders, or extending built-in materials.
    2 repo stars
30. ▌
    Hugging Face CLI · mit-network

    Use the Hugging Face Hub CLI (`hf`) to download, upload, and manage models, datasets, and Spaces.
    2 repo stars
31. ▌
    Playwright Skill · mit-network bundle

    IMPORTANT - Path Resolution: This skill can be installed in different locations (plugin system, manual installation, global, or project-specific). Before executing any commands, determine the skill directory based on where you loaded this SKILL.md file, and use that path in all commands below.
    2 repo stars
32. ▌
    Red Team Tactics · mit-network

    Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
    2 repo stars
33. ▌
    Threejs Geometry · mit-network

    Three.js geometry creation - built-in shapes, BufferGeometry, custom geometry, instancing. Use when creating 3D shapes, working with vertices, building custom meshes, or optimizing with instanced rendering.
    2 repo stars
34. ▌
    Threejs Lighting · mit-network

    Three.js lighting - light types, shadows, environment lighting. Use when adding lights, configuring shadows, setting up IBL, or optimizing lighting performance.
    2 repo stars
35. ▌
    Threejs Textures · mit-network

    Three.js textures - texture types, UV mapping, environment maps, texture settings. Use when working with images, UV coordinates, cubemaps, HDR environments, or texture optimization.
    2 repo stars
36. ▌
    Clarvia Aeo Check · mit-network

    Score any MCP server, API, or CLI for agent-readiness using Clarvia AEO (Agent Experience Optimization). Search 15,400+ indexed tools before adding them to your workflow.
    2 repo stars
37. ▌
    Threejs Animation · mit-network

    Three.js animation - keyframe animation, skeletal animation, morph targets, animation mixing. Use when animating objects, playing GLTF animations, creating procedural motion, or blending animations.
    2 repo stars
38. ▌
    Threejs Materials · mit-network

    Three.js materials - PBR, basic, phong, shader materials, material properties. Use when styling meshes, working with textures, creating custom shaders, or optimizing material performance.
    2 repo stars
39. ▌
    Akf Trust Metadata · mit-network

    The AI native file format. EXIF for AI — stamps every file with trust scores, source provenance, and compliance metadata. Embeds into 20+ formats (DOCX, PDF, images, code). EU AI Act, SOX, HIPAA auditing.
    2 repo stars
40. ▌
    IOS Debugger Agent · mit-network bundle

    Debug the current iOS project on a booted simulator with XcodeBuildMCP.
    2 repo stars
41. ▌
    Odoo Edi Connector · mit-network

    Guide for implementing EDI (Electronic Data Interchange) with Odoo: X12, EDIFACT document mapping, partner onboarding, and automated order processing.
    2 repo stars
42. ▌
    App Store Changelog · mit-network bundle

    Generate user-facing App Store release notes from git history since the last tag.
    2 repo stars
43. ▌
    Hugging Face Gradio · mit-network bundle

    Build or edit Gradio apps, layouts, components, and chat interfaces in Python.
    2 repo stars
44. ▌
    Project Skill Audit · mit-network bundle

    Audit a project and recommend the highest-value skills to add or update.
    2 repo stars
45. ▌
    Swiftui UI Patterns · mit-network bundle

    Apply proven SwiftUI UI patterns for navigation, sheets, async state, and reusable screens.
    2 repo stars
46. ▌
    Threejs Interaction · mit-network

    Three.js interaction - raycasting, controls, mouse/touch input, object selection. Use when handling user input, implementing click detection, adding camera controls, or creating interactive 3D experiences.
    2 repo stars
47. ▌
    Swiftui Liquid Glass · mit-network bundle

    Implement or review SwiftUI Liquid Glass APIs with correct fallbacks and modifier order.
    2 repo stars
48. ▌
    Threejs Fundamentals · mit-network

    Three.js scene setup, cameras, renderer, Object3D hierarchy, coordinate systems. Use when setting up 3D scenes, creating cameras, configuring renderers, managing object hierarchies, or working with transforms.
    2 repo stars
49. ▌
    Phase Gated Debugging · mit-network

    Use when debugging any bug. Enforces a 5-phase protocol where code edits are blocked until root cause is confirmed. Prevents premature fix attempts.
    2 repo stars
50. ▌
    Snowflake Development · mit-network

    Comprehensive Snowflake development assistant covering SQL best practices, data pipeline design (Dynamic Tables, Streams, Tasks, Snowpipe), Cortex AI functions, Cortex Agents, Snowpark Python, dbt integration, performance tuning, and security hardening.
    2 repo stars
51. ▌
    Swiftui View Refactor · mit-network bundle

    Refactor SwiftUI views into smaller components with stable, explicit data flow.
    2 repo stars
52. ▌
    Threejs Postprocessing · mit-network

    Three.js post-processing - EffectComposer, bloom, DOF, screen effects. Use when adding visual effects, color grading, blur, glow, or creating custom screen-space shaders.
    2 repo stars
53. ▌
    Macos Menubar Tuist App · mit-network bundle

    Build, refactor, or review SwiftUI macOS menubar apps that use Tuist.
    2 repo stars
54. ▌
    Macos Spm App Packaging · mit-network bundle

    Scaffold, build, sign, and package SwiftPM macOS apps without Xcode projects.
    2 repo stars
55. ▌
    Odoo Woocommerce Bridge · mit-network

    Sync Odoo with WooCommerce: products, inventory, orders, and customers via WooCommerce REST API and Odoo external API.
    2 repo stars
56. ▌
    Active Directory Attacks · mit-network bundle

    Provide comprehensive techniques for attacking Microsoft Active Directory environments. Covers reconnaissance, credential harvesting, Kerberos attacks, lateral movement, privilege escalation, and domain dominance for red team operations and penetration testing.
    2 repo stars
57. ▌
    Attack Tree Construction · mit-network bundle

    Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
    2 repo stars
58. ▌
    2d Games · mit-network

    2D game development principles. Sprites, tilemaps, physics, camera.
    2 repo stars
59. ▌
    Pc Games · mit-network

    PC and console game development principles. Engine selection, platform features, optimization strategies.
    2 repo stars
60. ▌
    Swiftui Performance Audit · mit-network bundle

    Audit SwiftUI performance issues from code review and profiling evidence.
    2 repo stars
61. ▌
    Orchestrate Batch Refactor · mit-network bundle

    Plan and execute large refactors with dependency-aware work packets and parallel analysis.
    2 repo stars
62. ▌
    Hugging Face Dataset Viewer · mit-network

    Query Hugging Face datasets through the Dataset Viewer API for splits, rows, search, filters, and parquet links.
    2 repo stars
63. ▌
    Wordpress Theme Development · mit-network

    WordPress theme development workflow covering theme architecture, template hierarchy, custom post types, block editor support, responsive design, and WordPress 7.0 features: DataViews, Pattern Editing, Navigation Overlays, and admin refresh.
    2 repo stars
64. ▌
    Popup Cro · mit-network

    Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust.
    2 repo stars
65. ▌
    Pr Writer · mit-network

    Create pull requests following Sentry's engineering practices.
    2 repo stars
66. ▌
    Recallmax · mit-network

    FREE — God-tier long-context memory for AI agents. Injects 500K-1M clean tokens, auto-summarizes with tone/intent preservation, compresses 14-turn history into 800 tokens.
    2 repo stars
67. ▌
    Scala Pro · mit-network

    Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures.
    2 repo stars
68. ▌
    SEO Audit · mit-network

    Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance.
    2 repo stars
69. ▌
    Sveltekit · mit-network

    Build full-stack web applications with SvelteKit — file-based routing, SSR, SSG, API routes, and form actions in one framework.
    2 repo stars
70. ▌
    UI Skills · mit-network

    Opinionated, evolving constraints to guide agents when building interfaces
    2 repo stars
71. ▌
    Videodb · mit-network bundle

    Video and audio perception, indexing, and editing. Ingest files/URLs/live streams, build visual/spoken indexes, search with timestamps, edit timelines, add overlays/subtitles, generate media, and create real-time alerts.
    2 repo stars
72. ▌
    Wiki QA · mit-network

    Answer repository questions grounded entirely in source code evidence. Use when user asks a question about the codebase, user wants to understand a specific file, function, or component, or user asks "how does X work" or "where is Y defined".
    2 repo stars
73. ▌
    Bash Pro · mit-network

    Master of defensive Bash scripting for production automation, CI/CD pipelines, and system utilities. Expert in safe, portable, and testable shell scripts.
    2 repo stars
74. ▌
    Blockrun · mit-network

    BlockRun works with Claude Code and Google Antigravity.
    2 repo stars
75. ▌
    Database · mit-network

    Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering.
    2 repo stars
76. ▌
    Debugger · mit-network

    Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.
    2 repo stars
77. ▌
    Defuddle · mit-network

    Extract clean markdown content from web pages using Defuddle CLI, removing clutter and navigation to save tokens. Use instead of WebFetch when the user provides a URL to read or analyze, for online documentation, articles, blog posts, or any standard web page.
    2 repo stars
78. ▌
    Firebase · mit-network

    You're a developer who has shipped dozens of Firebase projects. You've seen the "easy" path lead to security breaches, runaway costs, and impossible migrations. You know Firebase is powerful, but you also know its sharp edges.
    2 repo stars
79. ▌
    Form Cro · mit-network

    Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms.
    2 repo stars
80. ▌
    Fp Async · mit-network

    Practical async patterns using TaskEither - clean pipelines instead of try/catch hell, with real API examples
    2 repo stars
81. ▌
    Fp React · mit-network

    Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Works with React 18/19, Next.js 14/15.
    2 repo stars
82. ▌
    Java Pro · mit-network

    Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns.
    2 repo stars
83. ▌
    Langfuse · mit-network

    You are an expert in LLM observability and evaluation. You think in terms of traces, spans, and metrics. You know that LLM applications need monitoring just like traditional software - but with different dimensions (cost, quality, latency).
    2 repo stars
84. ▌
    Manifest · mit-network

    Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.
    2 repo stars
85. ▌
    Networkx · mit-network

    NetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs.
    2 repo stars
86. ▌
    Page Cro · mit-network

    Analyze and optimize individual pages for conversion performance.
    2 repo stars
87. ▌
    Paid Ads · mit-network

    You are an expert performance marketer with direct access to ad platform accounts. Your goal is to help create, optimize, and scale paid advertising campaigns that drive efficient customer acquisition.
    2 repo stars
88. ▌
    Remotion · mit-network

    Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays
    2 repo stars
89. ▌
    Ruby Pro · mit-network

    Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks.
    2 repo stars
90. ▌
    Rust Pro · mit-network

    Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.
    2 repo stars
91. ▌
    SEO Page · mit-network

    Deep single-page SEO analysis covering on-page elements, content quality, technical meta tags, schema, images, and performance. Use when user says "analyze this page", "check page SEO", or provides a single URL for review.
    2 repo stars
92. ▌
    SEO Plan · mit-network bundle

    Strategic SEO planning for new or existing websites. Industry-specific templates, competitive analysis, content strategy, and implementation roadmap. Use when user says "SEO plan", "SEO strategy", "content strategy", "site architecture", or "SEO roadmap".
    2 repo stars
93. ▌
    Telegram · mit-network bundle

    Integracao completa com Telegram Bot API. Setup com BotFather, mensagens, webhooks, inline keyboards, grupos, canais. Boilerplates Node.js e Python.
    2 repo stars
94. ▌
    Agentmail · mit-network

    Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.
    2 repo stars
95. ▌
    Agents Md · mit-network

    This skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up CLAUDE.md", or needs to keep agent instructions concise. Enforces research-backed best practices for minimal, high-signal agent documentation.
    2 repo stars
96. ▌
    Appdeploy · mit-network

    Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.
    2 repo stars
97. ▌
    Auri Core · mit-network

    Auri: assistente de voz inteligente (Alexa + Claude claude-opus-4-20250805). Visao do produto, persona Vitoria Neural, stack AWS, modelo Free/Pro/Business/Enterprise, roadmap 4 fases, GTM, north star WAC e analise competitiva.
    2 repo stars
98. ▌
    Biopython · mit-network

    Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks.
    2 repo stars
99. ▌
    Blueprint · mit-network

    Turn a one-line objective into a step-by-step construction plan any coding agent can execute cold. Each step has a self-contained context brief — a fresh agent in a new session can pick up any step without reading prior steps.
    2 repo stars
100. ▌
     Create Pr · mit-network

     Alias for sentry-skills:pr-writer. Use when users explicitly ask for "create-pr" or reference the legacy skill name. Redirects to the canonical PR writing workflow.
     2 repo stars