AI Ml AI agent skills

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

• Data Skill

  by @zeenie-ai

  Read, search, and write raw local data (files, CSV, JSON, PDF, HTML, XLSX, images) across the workspace and operator-mounted folders. Use when the user asks about local files, documents, spreadsheets, logs, or data on disk.

• Twitter Search Skill

  by @zeenie-ai

  Search for recent tweets on Twitter/X using keywords, hashtags, mentions, and advanced query operators. Returns rich tweet data with expanded URLs, author info, media, metrics, and referenced tweets.

• Skill

  by @zeenie-ai

  Select and load connected skills through the Skill tool using progressive disclosure. Use before applying a connected skill's procedures or consulting its declared references and scripts.

• Vision Skill

  by @zeenie-ai

  Understand images (describe content, answer questions about them, extract text/OCR) via a vision model. Use when the user asks what an image, screenshot, chart, scan, or photo contains.

• Monty Skill

  by @zeenie-ai

  Run AI-generated Python in a hard sandbox (Pydantic Monty) with enforced time + memory limits and opt-in capabilities. Use for untrusted code; supports a Python subset.

• Translation Skill

  by @zeenie-ai

  Translate text between languages, convert between writing systems, and identify what language a piece of text is in — across DeepL, Sarvam AI and LLM-backed providers.

• Memory Skill

  by @zeenie-ai

  Manage conversation memory. Use when user asks to remember something, recall information, view/edit conversation history, or manage short/long-term memory.

• Agent Builder Skill

  by @zeenie-ai

  How to use the Agent Builder tool's five canvas-mutation operations to inspect and grow your own toolset / skills / teammates / workflows mid-execution

• Twitter Send Skill

  by @zeenie-ai

  Post tweets, reply to tweets, retweet, like/unlike, and delete tweets on Twitter/X. Supports threading, 280-char tweets, and automatic token refresh.

• Whatsapp Db Skill

  by @zeenie-ai

  Query WhatsApp database for contacts, groups, channels, and chat history. Look up contact info, search groups, manage channels, retrieve messages.

• Javascript Skill

  by @zeenie-ai

  Execute JavaScript code for calculations, data processing, and JSON manipulation. Full ES2022+ support on the bun runtime (Node-compatible APIs).

• Subagent Orchestration

  by @zeenie-ai

  Coordinate connected subagents through durable Task Manager assignments, bounded parallel execution, review, retry, reassignment, and acceptance.

• Android Personality

  by @zeenie-ai

  Android device assistant personality. Use when the user wants to interact with their Android phone or tablet in a natural, conversational way.

• Rlm Reasoning Skill

  by @zeenie-ai

  Guides the RLM agent to use REPL code execution with recursive LM calls for complex reasoning, decomposition, and multi-step problem solving.

• Speech Skill

  by @zeenie-ai

  Convert text to spoken audio and transcribe audio to text, across multiple speech providers (OpenAI, ElevenLabs, Deepgram, Groq, Sarvam AI).

• Task Manager

  by @zeenie-ai

  Coordinate durable team tasks by assigning connected teammates, reviewing results, and accepting, retrying, reassigning, or cancelling work.

• Twitter User Skill

  by @zeenie-ai

  Look up Twitter/X user profiles with descriptions, get authenticated user info, and retrieve followers/following lists with profile details.

• Whatsapp Send Skill

  by @zeenie-ai

  Send WhatsApp messages to contacts, groups, or channels. Supports text, images, videos, audio, documents, stickers, locations, and contacts.

• Ms Calendar Skill

  by @zeenie-ai

  Create, list, update, and delete Outlook Calendar events via Microsoft Graph. Supports attendees, locations, and date-range queries.

• Google Gmail Skill

  by @zeenie-ai

  Send, search, and read Gmail emails. Supports composing emails with attachments, searching by query, and reading email content.

• Python Skill

  by @zeenie-ai

  Execute Python code for calculations, data processing, and automation. Access to math, json, datetime, collections, and more.

• Google Sheets Skill

  by @zeenie-ai

  Read, write, and append data to Google Sheets spreadsheets. Supports cell ranges, formulas, and batch operations.

• Motion Skill

  by @zeenie-ai

  Get Android motion sensor data - accelerometer, gyroscope, detect motion, shake gestures, and device orientation.

• Google Drive Skill

  by @zeenie-ai

  Upload, download, list, and share Google Drive files. Supports folders, file search, and permission management.

• Google Calendar Skill

  by @zeenie-ai

  Create, list, update, and delete Google Calendar events. Supports attendees, reminders, and recurring events.

• Powershell Skill

  by @zeenie-ai

  Windows PowerShell commands and patterns for process management, file operations, and system administration.

• Bash Skill

  by @zeenie-ai

  Linux/macOS Bash commands and patterns for process management, file operations, and system administration.

• Cron Scheduler Skill

  by @zeenie-ai

  Schedule recurring tasks using cron expressions. Run workflows on schedules (daily, weekly, hourly, etc.).

• Audio Skill

  by @zeenie-ai

  Control Android audio - get/set volume, mute/unmute for media, ringtone, notification, and call volumes.

• Timer Skill

  by @zeenie-ai

  Set one-time delayed timers. Execute actions after a specified duration (seconds, minutes, hours, days).

• Wifi Skill

  by @zeenie-ai

  Control Android WiFi - enable, disable, get status, scan for networks, and get current connection info.

• Screen Control Skill

  by @zeenie-ai

  Control Android screen - brightness, wake screen, auto-brightness toggle, and screen timeout settings.

• Fs Search Skill

  by @zeenie-ai

  Search the filesystem with ls (list directory), glob (pattern match), or grep (search file contents).

• Google Contacts Skill

  by @zeenie-ai

  Create, list, and search Google Contacts. Supports names, emails, phone numbers, and organizations.

• Environmental Skill

  by @zeenie-ai

  Get Android environmental sensor data - temperature, humidity, pressure, and ambient light level.

• Location Skill

  by @zeenie-ai

  Get Android device GPS location - latitude, longitude, accuracy, speed, and provider information.

• Write Todos Skill

  by @zeenie-ai

  Create and manage structured task lists for planning and tracking complex multi-step operations.

• Compaction Skill

  by @zeenie-ai

  Manage memory compaction by summarizing conversation history when approaching token limits

• App List Skill

  by @zeenie-ai

  Get list of installed Android applications with package names, versions, and metadata.

• Assistant Personality

  by @zeenie-ai

  General AI assistant with task planning via write_todos, helpful and honest responses.

• Battery Skill

  by @zeenie-ai

  Monitor Android device battery status, level, charging state, temperature, and health.

• Camera Skill

  by @zeenie-ai

  Control Android camera - get camera info, take photos, and access camera capabilities.

• App Launcher Skill

  by @zeenie-ai

  Launch Android applications by package name. Open any installed app programmatically.

• Google Tasks Skill

  by @zeenie-ai

  Create, list, and complete Google Tasks. Supports task lists, due dates, and notes.

• Humanify Skill

  by @zeenie-ai

  Output human-readable text in pretty formats instead of raw markdown or code blocks

• Bluetooth Skill

  by @zeenie-ai

  Control Android Bluetooth - enable, disable, get status, and list paired devices.

• Code Mode Skill

  by @zeenie-ai

  Generate Python code instead of sequential tool calls (81-98% token savings)

• Progressive Discovery Skill

  by @zeenie-ai

  Discover and load tools progressively as needed (reduces token overhead)

• Error Recovery Skill

  by @zeenie-ai

  Handle errors gracefully with retry strategies and fallback patterns

• File Modify Skill

  by @zeenie-ai

  Write new files or edit existing files with string replacement.

• Multi Tool Orchestration Skill

  by @zeenie-ai

  Coordinate multiple tools together for complex multi-step tasks

• File Read Skill

  by @zeenie-ai

  Read raw file contents with line-based pagination support.

• Agentic Loop Skill

  by @zeenie-ai

  Autonomous decision loop with reflection and iteration

• Image Crop Rotate

  by @instavm

  Image processing skill for cropping images to 50% from center and rotating them 90 degrees clockwise. This skill should be used when users request image cropping to center, image rotation, or both operations combined on image…

• Pdf Text Replace

  by @instavm

  Replace text in fillable PDF forms by updating form field values. This skill should be used when users need to update names, addresses, dates, or other text in PDF form fields.

• Add Workiq

  by @microsoft

  Adds Work IQ (M365 Copilot Search) to a Power Apps code app via the Work IQ Copilot MCP connector (shared_a365copilotchatmcp), then wires up a production-ready McpSession wrapper for AI-powered, knowledge-grounded search and…

• Paper Xray

  by @Edwardxlai

  论文精读：把一篇论文讲透，不只是译出来。用户说“讲透这篇”“精读这篇”“这篇到底是怎么想出来的”“x-ray 一下”时使用——先通读全文含附录，还原作者真实的思考起点、押的那个赌注和证据落在哪，把每个符号和关键公式落到能自己动手算的小例子上，再怀疑式地过一遍超参、消融、基线和数字。产出写进 EasyRead 的页边讨论条目并锚到对应段落，也可以另存一份长文 Markdown。用于…

• Paper Reading

  by @Edwardxlai

  论文共读：用 EasyRead（E:\CursorProject\easyread）这个本地工具读论文。用户给一篇 PDF 或 arXiv 编号时，导入文献库、翻译成中文（后台引擎或对话里的 agent 亲自译）；之后边读边讨论，agent 读用户在页面上的笔记和提问，把回答、解释、原文核对提示追加到对应段落旁。用于…

• Prompt Context Engineer

  by @pnp

  Transform any rough prompt, request, or idea into a well-structured, context-engineered prompt using Andrej Karpathy's context engineering principles. Use this skill whenever the user asks to improve, rewrite, restructure,…

• Meeting Prep

  by @nano-muse

  Prepare for a meeting (who is in it, what was last said with them, what the user owes them and wants from them) as a one-page brief. Use when the user asks to prepare for or get ready for a meeting, a call or a visit; a trigger…

• Trip Plan

  by @nano-muse

  Plan a trip end to end (itinerary by day, a packing list to tick off, a budget, and the calendar checked for conflicts) as pages in the workspace. Use when the user is going somewhere for more than a day and wants a plan, an…

• Amap

  by @nano-muse

  Places, routes, travel times, distances and weather in China through the 高德地图 (Amap) MCP server. Use when the user asks how far, how long, how to get somewhere (car, transit, bike, foot), what is near a place, or about the…

• Inbox Triage

  by @nano-muse

  Go through recent mail and sort it into needs-a-reply, waiting-on-others, to-do and can-ignore, with draft replies ready for review. Use when the user asks to triage, sort, catch up on or clear their inbox; never to send…

• Compare Options

  by @nano-muse

  Compare two to five options (products, plans, places, tools, offers) on the criteria that matter to the user, in a table the user can re-weight, with a recommendation. Use when the user asks which to pick, for a comparison, or…

• Digital Oracle

  by @komako-workshop

  Answer prediction questions using market trading data, not opinions. Use when the user asks probability questions about geopolitics, economics, markets, industries, or any topic where real money is being traded on the outcome.…

• Reachai Onboarding

  by @w8123

  Integrate Java business systems with ReachAI SDK registration, SDK instance heartbeat, gateway/embed access, and optional API Management handoff. Use when asked to connect a Spring Boot service to ReachAI, add…

• Workflow Ai Coding

  by @w8123

  Edit, validate, debug, publish, and inspect ReachAI Workflow drafts through the Workflow AI Coding REST API. Use when asked to create or modify a workflow graph, add/update/delete nodes or edges, validate GraphSpec, dry-run or…

• Agent Ai Coding

  by @w8123

  Create, inspect, and safely update project-scoped ReachAI Agents; edit and publish Supervisor config drafts; discover published bindable Skills; and attach or detach exact Skill versions through the Agent AI Coding REST API. Use…

• Enterprise Ai

  by @oracle

  Oracle Enterprise AI guidance for building, deploying, securing, estimating cost for, and integrating AI models, agents, RAG, Responses API workflows, custom or imported models, fine-tuning, model endpoints, private endpoints,…

• Skill Creator

  by @vinhnx

  Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends VT Code's capabilities with specialized knowledge, workflows, or tool integrations.

• Skill Installer

  by @vinhnx

  Install VT Code skills into ~/.agents/skills from a curated list or a GitHub repo path. Use when a user asks to list installable skills, install a curated skill, or install a skill from another repo, including private repos.

• Ast Grep

  by @vinhnx

  Use for ast-grep project setup, rule authoring, rule debugging, and structural search workflows.

• Cmd Review

  by @vinhnx

  Review the current diff or selected files (usage: /review [instructions | --last-diff | --target <expr> | --file <path> | files...] [--style <style>])

• Legal Abductive Reasoning

  by @THUYRan

  Legal abductive reasoning skill for generating and evaluating the most reasonable explanatory hypotheses when evidence is incomplete or facts are ambiguous. Combines Mill’s five methods (agreement, difference, joint method,…

• 01 Graders And Pipeline

  by @agentscope-ai

  Build custom LLM evaluation pipelines using the OpenJudge framework. Covers selecting and configuring graders (LLM-based, function-based, agentic), running batch evaluations with GradingRunner, combining scores with aggregators,…

• 02 Rl Reward

  by @agentscope-ai

  Build RL reward signals using the OpenJudge framework. Covers choosing between pointwise and pairwise reward strategies based on RL algorithm, task type, and cost; aggregating multi-dimensional pointwise scores into a scalar…

• Align Human

  by @agentscope-ai

  Use when the user has a judge/grader and human-labeled data, and wants to measure how well the judge agrees with humans, detect systematic biases, determine whether automatic evaluation can replace human review, or build a…

• Prompt Regression

  by @agentscope-ai

  Use when the user has changed a prompt (system prompt, RAG template, agent instruction, etc.) and wants to know whether the candidate is better or worse than the baseline. Also use when the user mentions prompt A/B testing,…

• 01 Paper Review

  by @agentscope-ai

  Review academic papers for correctness, quality, and novelty using OpenJudge's multi-stage pipeline. Supports PDF files and LaTeX source packages (.tar.gz/.zip). Covers 10 disciplines: cs, medicine, physics, chemistry, biology,…

• Rag Eval

  by @agentscope-ai

  Use when the user has a RAG (Retrieval-Augmented Generation) system and wants to evaluate its quality — separating retrieval issues from generation issues. Also use when the user mentions RAG evaluation, faithfulness checking,…

• Redteam

  by @agentscope-ai

  Use when the user wants to test their LLM/agent application for safety and security vulnerabilities — jailbreaks, prompt injection, PII extraction, harmful content generation, or evaluator gaming. Also use when the user mentions…

• Eval Design

  by @agentscope-ai

  Use when the user needs to design evaluation datasets, create test cases, stratify samples, generate adversarial examples, extract eval dimensions from traces/specs, or build a labeled evaluation set. Also use when the user…

• Find Skills Combo

  by @agentscope-ai

  Discover and recommend **combinations** of agent skills to complete complex, multi-faceted tasks. Provides two recommendation strategies — **Maximum Quality** (best skill per subtask) and **Minimum Dependencies** (fewest…

• 00 Arena Router

  by @agentscope-ai

  Use when the user wants to compare or benchmark multiple LLMs/agents arena-style but it's unclear which specific workflow fits — a general-purpose win-rate comparison on a custom task, or a benchmark specifically about…

• Claude Authenticity

  by @agentscope-ai

  Detect whether an API endpoint is backed by genuine Claude (not a wrapper, proxy, or impersonator) using 9 weighted rule-based checks that mirror the claude-verify project. Also extracts injected system prompts from providers…

• 00 Academic Router

  by @agentscope-ai

  Use when the user wants help with academic papers or citations but it's unclear which specific workflow fits — reviewing a paper, checking a BibTeX file for fake references, or benchmarking multiple LLMs on…

• 01 Auto Arena

  by @agentscope-ai

  Automatically evaluate and compare multiple AI models or agents without pre-existing test data. Generates test queries from a task description, collects responses from all target endpoints, auto-generates evaluation rubrics,…

• Meta Eval

  by @agentscope-ai

  Use when the user wants to build an evaluation system for an LLM/agent application but doesn't know where to start — they have traces, prompts, RAG pipelines, or nothing at all. Also use when the user mentions evaluation, eval,…

• Metric Design

  by @agentscope-ai

  Use when the user has evaluation principles or a dataset but needs help choosing the right graders, designing evaluation metrics, creating LLM-as-judge prompts, combining multiple metrics into a composite score, or building an…

• Mmx Cli

  by @agentscope-ai

  Generate text, images, video, speech, and music via the MiniMax AI platform. Covers text generation (MiniMax-M3 model), image generation (image-01), video generation (Hailuo-2.3), speech synthesis (speech-2.8-hd, 300+ voices),…

• 02 Ref Hallucination Arena

  by @agentscope-ai

  Benchmark LLM reference recommendation capabilities by verifying every cited paper against Crossref, PubMed, arXiv, and DBLP. Measures hallucination rate, per-field accuracy (title/author/year/DOI), discipline breakdown, and…

• 03 Ref Hallucination Arena

  by @agentscope-ai

  Benchmark LLM reference recommendation capabilities by verifying every cited paper against Crossref, PubMed, arXiv, and DBLP. Measures hallucination rate, per-field accuracy (title/author/year/DOI), discipline breakdown, and…

• Bootstrap

  by @agentscope-ai

  Use when the user has nothing — no traces, no labels, no eval set — and needs to build a v0 evaluation from scratch. Also use when the user says "I need to start evaluating my app but don't know where to begin," "I want to set…

• 02 Bib Verify

  by @agentscope-ai

  Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. Reports each reference as verified, suspect, or not found, with field-level mismatch details (title,…

• Eval Report

  by @agentscope-ai

  Use when the user has run multiple evaluation skills and wants a comprehensive analysis — maturity assessment, cross-skill signals, trends, prioritized actions, and an executive summary. Also use when the user mentions eval…

• Local Council Execution

  by @hex

  Runs a local council when no external AI providers are configured. Spawns N independent Claude subagents (one per role, blind to each other) that each answer the question from a single assigned lens, then synthesizes their…

• Provider Integration

  by @hex

  Adds new AI providers to claude-council, configures provider API settings, troubleshoots provider connections, and documents the provider script interface. Covers creating provider shell scripts, setting API keys, and validating…

• Deep Execution

  by @hex

  Executes agent-enhanced council queries as one Workflow of parallel Claude analyst agents that each query a provider, evaluate response quality, ask follow-up questions, and return a schema-enforced analysis with confidence…

• Council Execution

  by @hex

  Executes council queries by running the query pipeline across selected AI providers (Gemini, OpenAI, Grok, Perplexity), displaying formatted responses verbatim, and generating a synthesis of consensus, divergence, and…

• Test Writer

  by @hex

  The task is to add or extend tests for existing behaviour that has a spec, a documented contract, or a confirmed expected output.