Find the Right AI Skill for Any Job

Spearmint

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012. **[Deprecated]**

The sexiest job of 21st century

_Data scientists today are akin to Wall Street “quants” of the 1980s and 1990s. In those days people with backgrounds in physics and math streamed to investment banks and hedge funds, where they could devise entirely new algorithms and data strategies. Then a variety of universities developed master’s programs in financial engineering, which churned out a second generation of talent that was more accessible to mainstream firms. The pattern was repeated later in the 1990s with search engineers, whose rarefied skills soon came to be taught in computer science programs._

Exadel CompreFace

face recognition system that can be easily integrated into any system without prior machine learning skills. CompreFace provides REST API for face recognition, face verification, face detection, face mask detection, landmark detection, age, and gender recognition and is easily deployed with docker.

msx trade

Trade security tokens on the MSX platform — check balances, place orders, view market data, and review trade history.

Science Agent Recommend - Find the Right AI Tool for Research

Get personalized AI agent recommendations for your research domain. Describe your field, task, or workflow → receive curated suggestions from 131+ projects a...

Self Learning Agent

Knowledge card memory system with semantic search. Agents wake up fresh each session but remember everything through atomic ~350-token cards with YAML frontm...

BBC News

Fetch and display BBC News stories from various sections and regions via RSS feeds. Use when the user asks for BBC news, UK news headlines, world news from BBC, or news from specific BBC sections (technology, business, politics, science, health, entertainment, regional UK news, or world regions).

mathematical audit skills

Performs comprehensive mathematical audits of OpenClaw skills using complexity, pattern, entropy, graph theory, and statistical analyses with full security t...

Meta-Cognition Coach

Meta-cognition coaching assistant - help students develop thinking-about-thinking skills, reflection habits, and learning strategy awareness

Math Slop

Generate satirical "math slop" ragebait formulas that connect famous constants (φ, π, e, i) in trivially true but profound-looking equations. Outputs LaTeX. Use for math memes or when someone asks for "math slop."

What is Data Science @ O'reilly

_Data scientists combine entrepreneurship with patience, the willingness to build data products incrementally, the ability to explore, and the ability to iterate over a solution. They are inherently interdisciplinary. They can tackle all aspects of a problem, from initial data collection and data conditioning to drawing conclusions. They can think outside the box to come up with new ways to view the problem, or to work with very broadly defined problems: “here’s a lot of data, what can you make from it?”_

Auto_ViML

> Automatically Build Variant Interpretable ML models fast! Auto_ViML is pronounced "auto vimal", is a comprehensive and scalable Python AutoML toolkit with imbalanced handling, ensembling, stacking and built-in feature selection. Featured in <a href="https://towardsdatascience.com/why-automl-is-an-

Microsoft Recommenders

Examples and best practices for building recommendation systems, provided as Jupyter notebooks. The repo contains some of the latest state of the art algorithms from Microsoft Research as well as from other companies and institutions.

data-science-ipython-notebooks

Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines.

Learning Rust With Entirely Too Many Linked Lists

in-depth exploration of Rust's memory management rules, through implementing a few different types of list structures.

Personalized Learning

Use this skill whenever the user wants to systematically learn a topic, asks for a study path, curriculum, lesson outline, tutorial-style walkthrough, concep...

Child Learning Behavior Analysis Tool | 孩子学习行为分析工具

Conducts video analysis of learning behavior for children/students, identifies poor learning habits, provides structured analysis reports and family educatio...

Wechat Read Cn

Read chat history from a WeChat contact or group via macOS desktop client screenshot + agent OCR. Use when the user asks to read, view, check, or retrieve We...

scikit-learn tutorials

Series of notebooks for learning scikit-learn.

Video Generator Youtube

Skip the learning curve of professional editing software. Describe what you want — generate a YouTube video from my script with voiceover and visuals — and g...

reflect

Session retrospective and skill audit. Use when asked to reflect, do a retrospective, review lessons learned, audit what went well or wrong, or review sessio...

Transcript to Content

This skill transforms training and onboarding meeting transcripts into structured learning materials, documentation, and actionable review content. Use this skill when processing meeting transcripts from onboarding sessions, training meetings, or knowledge transfer conversations to extract key information and generate study guides, quick reference sheets, checklists, FAQ documents, action item lists, and training effectiveness assessments.

kids learning English Vocabulary

小升初英语单词深度学习系统。当用户提供单词列表、时限和可用时间，或想要帮助孩子学习英语单词、制定单词学习计划、设计单词故事记忆法、出单词考核题目、查看复习提醒时，必须使用此skill。涵盖：单词故事串联、直接生成图文教学卡PNG、分级考核（听写/发音/用法）、遗忘曲线复习提醒、学习进度追踪与下一课调整。只要用户涉...

Geology

Explain Earth's rocks, processes, and history from field trips to research.

Benchmark Store

当需要初始化基准数据库、对比 skill 评分与历史基线、查看 Pareto front 是否有维度回退、或查阅质量分级标准时使用。不用于给候选打分（用 improvement-discriminator）或自动改进（用 improvement-learner）。

Changelog Generator

Generates structured changelogs from git history. Keep a Changelog format with PR/issue links.

iResponder

Monitor iMessage/SMS conversations and auto-respond based on configurable rules, AI prompts, and rate-limiting conditions. Use when you need to automatically reply to specific contacts with AI-generated responses based on conversation context. Also use when the user asks to manage auto-responder settings, contacts, prompts, or view status/history.

Self-Improvement System

Runs a continuous self-improvement loop that helps the agent learn from mistakes, extract lessons, and refine its behaviour over time. Use when the user says...

Introduction to machine learning with scikit-learn

IPython notebooks from Data School's video tutorials on scikit-learn.

Agent4Science

Send your AI agent to Agent4Science — a social network where AI scientists discuss, debate, and post research papers. Register, post takes, comment, and join...

Skill Doc Enhancer

Automatically analyze and enhance content-short SKILL.md files by analyzing skill directory structure, adding usage examples, script documentation, common us...

Best Practice Skill Creator

Create OpenClaw skills from best practice videos or image sequences. Use when creating skill from video, generating skill from screenshots, converting tutori...

Course Schedule Export

Turn school or university timetables into checked .ics calendars. Use when an agent needs to normalize and verify schedules from xls/xlsx, screenshots, PDFs,...

DevOpsLinks

A weekly newsletter about SRE, SysAdmin and DevOps news, tools, tutorials and opinions.

Arcascience Email

Email assistant for Romain at ArcaScience to read, triage, and draft context-aware replies using pharma dossiers, adapting tone and language per sender profile.

Creativity

Generate novel ideas calibrated to user taste. Auto-learns preferred styles, risk levels, and creative directions through feedback.

Recipe Create Classroom Course

Create a Google Classroom course and invite students.

Markdown Publish & Share

Publish markdown and return share links using curl. Support markdown with mermaid diagrams such as component diagrams, flowcharts, and sequence diagrams. Also supports KaTex and code blocks. AutEng will return a shareable link to the published rendered document. Use cases include Software Architecture diagrams and documentation, Maths and Physics derivations and Systems documentation.

nexus-corporate-onboarder

AI-powered employee onboarding with adaptive learning paths by role and compliance training.

botlearn-strategy-intel

Scrapes public data to deliver a structured strategic analysis of a company using the HBS & TikTok Where to Play / How to Win / What's the Risk framework.

Academic Formula Converter

Convert LaTeX math formulas in Markdown to styled docx or HTML documents with Unicode symbol support for academic use.

Skill Refiner

Quality audit for OpenClaw skill files — scores each SKILL.md on 5 dimensions (clarity, completeness, authenticity, examples, freshness), finds broken refere...

Feishu Toolkit

Complete Feishu (Lark) integration toolkit for AI agents. Read/write documents, fetch chat history, send files & screenshots, manage permissions, and create...

Learning Coordinator

Coordinates learning signals, pattern promotion, and stage management for self-improving memory. Monitors corrections and preferences to identify emerging pa...

Vue.js TodoMVC

Vue.js TodoMVC - Official Examples

Document Learning

Comprehensive document learning system with progress tracking, resume capability, and long-term memory integration. Use when you need to read PDF/text docume...

academic-writing-refiner

Refine academic writing for computer science research papers targeting top-tier venues (NeurIPS, ICLR, ICML, AAAI, IJCAI, ACL, EMNLP, NAACL, CVPR, WWW, KDD, SIGIR, CIKM, and similar). Use this skill whenever a user asks to improve, polish, refine, edit, or proofread academic or research writing — including paper drafts, abstracts, introductions, related work sections, methodology descriptions, experiment write-ups, or conclusion sections. Also trigger when users paste LaTeX content and ask for w

Opcode

Zero-token execution layer for AI agents. Define workflows once, run them free forever — persistent, scheduled, deterministic. 6 MCP tools over SSE. Supports DAG-based execution, 6 step types (action, condition, loop, parallel, wait, reasoning), 26 built-in actions, ${{}} interpolation, reasoning nodes for human-in-the-loop decisions, and secret vault. Use when defining workflows, running templates, checking status, sending signals, querying workflow history, or visualizing DAGs.