AI Ml AI agent skills

8,771 skills in the archive. Read a skill’s instructions or open its original repository.

• Develop Web Game

  by @seaworld008

  Build or iterate on HTML/JS web games with Playwright input bursts, gameplay screenshots, state inspection, and console checks.

• Cloudflare Troubleshooting

  by @seaworld008

  Diagnose Cloudflare DNS, TLS, redirects, and configuration issues using live API settings and request evidence.

• Comps Valuation Analyst

  by @seaworld008

  Use when valuing a public company with peer multiples, building comparable-company tables, or pressure-testing a valuation range with EV/EBITDA, P/E, and EV/Sales.

• Competitors Analysis

  by @seaworld008

  Compare competitor repositories using verified code and source evidence when technical competitive analysis or repository profiling is requested.

• Agent Hub

  by @seaworld008

  Compare independent solutions with agent-hub when parallel competition is requested; isolate Git worktrees, evaluate variants, and integrate the selected result.

• Algorithmic Art

  by @seaworld008

  Create original generative art with p5.js, seeded randomness, flow fields, particles, and interactive parameters when code-based artwork is requested.

• Api Test Suite Builder

  by @seaworld008

  Generate API tests from routes and contracts for authentication, validation, pagination, errors, uploads, and limits in Node.js or Python projects.

• Codebase Onboarding

  by @seaworld008

  Create repository onboarding guides with architecture, key files, setup, debugging, and contribution workflows for a defined audience.

• Docs Cleaner

  by @seaworld008

  Consolidate overlapping documentation and remove repetition while preserving useful content, references, and ownership.

• Logical Reasoning

  by @Tibsfox

  Deductive and inductive reasoning, formal and informal logical structure, validity, soundness, and rules of inference. Covers propositional logic, quantified reasoning, syllogisms, common inference patterns (modus ponens, modus…

• Statistical Modeling

  by @Tibsfox

  Regression analysis, ANOVA, generalized linear models, Bayesian methods, and model selection. Covers the full modeling workflow from problem formulation through diagnostics -- linear regression, logistic regression, Poisson…

• Operations And Lean

  by @Tibsfox

  Operations management and lean production techniques for turning inputs into outputs under variability. Covers the Toyota Production System, seven wastes, just-in-time, kanban, jidoka, single-minute die exchange, 5 Whys, value…

• Machine Learning Foundations

  by @Tibsfox

  Supervised and unsupervised learning, bias-variance tradeoff, cross-validation, decision trees, ensemble methods, neural network fundamentals, and the practitioner's workflow from problem framing through deployment. Covers…

• Docker Expert

  by @seaworld008

  Use when containerizing an application with Docker, optimizing multi-stage builds and image size, designing Docker Compose services, troubleshooting container networking or volumes, or adding secure image build and CI/CD…

• Brainstorming

  by @seaworld008

  Use before creative product or engineering work when the user wants to design a feature, component, workflow, behavior change, or other solution whose goals, constraints, and tradeoffs need exploration before implementation.

• Codebase Inspection

  by @seaworld008

  Use when a user needs reproducible repository sizing, language composition, file counts, or code-versus-comment ratios with pygount; record exclusions and verify measurement scope before interpreting results.

• Agent Browser

  by @seaworld008

  Use when an agent needs real browser automation for semantic element targeting, form interaction, screenshots, recordings, script execution, session reuse, or end-to-end web workflow verification.

• Andrej Karpathy Skills

  by @seaworld008

  Karpathy-inspired coding discipline for AI agents: think before coding, keep changes simple, edit surgically, and define verifiable success criteria before implementation.

• Cc Devops Skills

  by @seaworld008

  SRE, DevOps, Kubernetes, CI/CD, PromQL, Terraform, Docker, and incident operations playbook for building reliable delivery and operations workflows.

• Dawn

  by @seaworld008

  Propose one personal side-project idea scoped to a 1-3 day MVP when the user requests daily inspiration or weekend project ideation.

• Agent Workflow Designer

  by @seaworld008

  Design agent orchestration, handoffs, state, recovery, and evaluation when a workflow needs multiple coordinated agents or tools.

• Brand Guidelines

  by @seaworld008

  Apply Anthropic brand colors and typography when the user requests Anthropic visual identity or an Anthropic-branded artifact.

• Codeql Security Scanner

  by @seaworld008

  用于通过 CodeQL 执行语义代码扫描、安全查询、自定义规则、SARIF 报告和 GitHub Code Scanning 集成。

• Arxiv

  by @seaworld008

  Search arXiv papers by keyword, author, category, or ID.

• Just Scrape

  by @ScrapeGraphAI

  Search, scrape, crawl, extract structured data, and monitor web pages via the ScrapeGraph AI CLI. Use when the user asks to search the web, scrape a webpage, grab content from a URL, extract JSON from a site, crawl documentation…

• Langconfig Builder

  by @LangConfig

  Complete guide for building agents and workflows in LangConfig. Use when users need help configuring nodes, connecting agents, setting up tools, or designing multi-agent systems within the LangConfig platform.

• Langchain Agents

  by @LangConfig

  Expert guidance for building LangChain agents with proper tool binding, memory, and configuration. Use when creating agents, configuring models, or setting up tool integrations in LangConfig.

• Mcp Builder

  by @LangConfig

  Comprehensive guide for creating Model Context Protocol (MCP) servers. Use when building MCP servers, integrating external APIs, or creating tool interfaces for LLMs.

• Use Runway Api

  by @runwayml

  Directly use the Runway API from the agent to generate media, manage resources, and inspect account state

• Hunter

  by @GadaaLabs

  Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

• Architect

  by @GadaaLabs

  You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

• Legion

  by @GadaaLabs

  Select optimal subagent topology (hierarchical, mesh, ring, star) based on task structure; adds Ruflo-style swarm intelligence to Superpowers

• Ironcore

  by @GadaaLabs

  State machines, ISRs, RTOS, hardware abstraction, and timing analysis — domain expertise for electrical and embedded systems engineers

• Nexus

  by @GadaaLabs

  RAG architectures, agent design patterns, prompt engineering, and LLM evaluation — domain expertise for AI application engineers

• Ascend

  by @GadaaLabs

  Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

• Phantom

  by @GadaaLabs

  Use when executing implementation plans with independent tasks in the current session

• Tribunal

  by @GadaaLabs

  Use when completing tasks, implementing major features, or before merging to verify work meets requirements

• Blueprint

  by @GadaaLabs

  Use when you have a spec or requirements for a multi-step task, before touching code

• Forge

  by @GadaaLabs

  Use when implementing any feature or bugfix, before writing implementation code

• Sentinel

  by @GadaaLabs

  Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

• Skill Hunter

  by @zenobi-us

  Find and download skills. Use when you need to discover existing skills from GitHub repositories and store them in the correct local skills category. Results in discovered skills being downloaded into the users dotfile repo.

• Vault

  by @GadaaLabs

  Use when starting feature work that needs isolation from the current workspace, or before executing implementation plans — creates isolated git worktrees with smart directory selection and safety verification

• Oracle

  by @GadaaLabs

  Pre-task intelligence layer — classify complexity, select skill chain, search patterns, assign model tier. Run BEFORE any non-trivial task begins. Turns the system from reactive to proactive.

• Pathfinder

  by @GadaaLabs

  Structured first-pass exploration of an unfamiliar codebase — what to read, in what order, what to map, what traps to find. Use when entering any new or inherited project before writing code.

• Arbiter

  by @GadaaLabs

  Use when receiving code review feedback, before implementing any suggestion — requires technical verification and reasoned evaluation, not performative agreement or blind implementation

• Seal

  by @GadaaLabs

  Use when implementation is complete and all tests pass — guides branch completion through four structured options (merge, PR, keep, discard) with verification and worktree cleanup

• Horizon

  by @GadaaLabs

  Manage context window budget across long sessions — when to compress, what to give subagents, when to start fresh. Prevents silent quality degradation as conversations grow.

• Exodus

  by @GadaaLabs

  Use when you have a written implementation plan to execute in a completely fresh isolated session — no context inheritance, clean slate execution with review checkpoints

• Code Library Docs

  by @zenobi-us

  Use when understanding an unfamiliar code library, reusing cached local repo docs, or generating repo-native AGENTS.md and llms.txt navigation for cloned libraries.

• Vector

  by @GadaaLabs

  Select optimal AI model by task complexity — route to cheap/fast models for simple tasks, capable models for complex reasoning

• Chronicle

  by @GadaaLabs

  Store and retrieve patterns from past work using semantic search; adds self-learning capability to Superpowers

• Commander

  by @GadaaLabs

  Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

• Bmad Distillator

  by @amalik

  Lossless LLM-optimized compression of source documents. Use when the user requests to 'distill documents' or 'create a distillate'.

• Bmad Export Skill

  by @amalik

  Export a BMAD skill to portable LLM-agnostic format with platform adapters. Use when the user says "export skill", "export a skill", "convoke export", or "make a skill portable".

• Bkend Mcp

  by @ww-w-ai

  bkend.ai MCP tools and AI integration expert skill. Covers 28 MCP tools (Fixed 3 + Project 6 + Table 9 + Data CRUD 5 + Env 3 + Schema 2), 4 MCP resources, OAuth 2.1 + PKCE authentication, and AI tool setup for Gemini CLI, Claude…

• Computer Use

  by @viralcode

  Full desktop computer use for headless Linux servers and VPS. Creates a virtual display (Xvfb + XFCE) to control GUI applications without a physical monitor. Screenshots, mouse clicks, keyboard input, scrolling, dragging — all…

• Convex Agent

  by @get-convex

  Add an AI agent / RAG backend (@convex-dev/agent) to the Convex app.

• Image Inpainting

  by @genmedia-labs

  Mask-driven image inpainting on RunComfy via the `runcomfy` CLI. Routes to Tongyi MAI Z-Image Turbo Inpainting (the dedicated inpainting endpoint with mask, strength, and control-scale) and to identity-preserving edit models…

• Agent Browser

  by @101-skills

  Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, clicking, typing, drag-drop, file upload,…

• Python Sdk

  by @101-skills

  Python SDK for inference.sh - run AI apps, build agents, and integrate with all models. Package: inferencesh (pip install inferencesh). Supports sync/async, streaming, file uploads. Build agents with template or ad-hoc patterns,…

• Video Prompting Guide

  by @101-skills

  Best practices and techniques for writing effective AI video generation prompts. Covers: Veo, Seedance, Wan, Grok, Kling, Runway, Pika, Sora prompting strategies. Learn: shot types, camera movements, lighting, pacing, style…

• Llm Models

  by @101-skills

  Access Claude, Gemini, Kimi, GLM and 100+ LLMs via inference.sh CLI using OpenRouter. Models: Claude Opus 4.5, Claude Sonnet 4.5, Claude Haiku 4.5, Gemini 3 Pro, Kimi K2, GLM-4.6, Intellect 3. One API for all models with…

• Ai Rag Pipeline

  by @101-skills

  Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRouter. Capabilities: research, fact-checking, grounded responses,…

• Prompt Engineering

  by @101-skills

  Master prompt engineering for AI models: LLMs, image generators, video models. Techniques: chain-of-thought, few-shot, system prompts, negative prompts. Models: Claude, GPT-4, Gemini, FLUX, Veo, Stable Diffusion prompting. Use…

• Image Upscaling

  by @101-skills

  Upscale and enhance images with Real-ESRGAN, Thera, Topaz, FLUX Upscaler via inference.sh CLI. Models: Real-ESRGAN, Thera (any size), FLUX Dev Upscaler, Topaz Image Upscaler. Use for: enhance low-res images, upscale AI art,…

• Web Search

  by @101-skills

  Web search and content extraction with Tavily and Exa via inference.sh CLI. Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract. Capabilities: AI-powered search, content extraction, direct answers, research.…

• Storyboard Creation

  by @101-skills

  Film and video storyboarding with shot vocabulary, continuity rules, and panel layout. Covers shot types, camera angles, movement, 180-degree rule, and annotation format. Use for: video planning, film pre-production, ad…

• Tools Ui

  by @101-skills

  Tool lifecycle UI components for React/Next.js from ui.inference.sh. Display tool calls: pending, progress, approval required, results. Capabilities: tool status, progress indicators, approval flows, results display. Use for:…

• Widgets Ui

  by @101-skills

  Declarative UI widgets from JSON for React/Next.js from ui.inference.sh. Render rich interactive UIs from structured agent responses. Capabilities: forms, buttons, cards, layouts, inputs, selects, checkboxes. Use for:…

• Case Study Writing

  by @101-skills

  B2B case study writing with STAR framework, data visualization, and research. Covers structure, customer quotes, metrics presentation, and distribution formats. Use for: customer success stories, portfolio pieces, sales…

• Related Skill

  by @101-skills

  Discover and install related skills from inference.sh skill registry. Helps find complementary skills for your AI workflow. Use for: skill discovery, workflow expansion, capability exploration. Triggers: related skills, find…