Learn Skills for OpenClaw Agents

Agent Memory

@dennis-da-menace

Persistent memory for AI agents to store facts, learn from actions, recall information, and track entities across sessions.

Lineage Skill

@juneyaooo

Turn courses, books, video, audio, PDFs, slides, transcripts, OCR, notes, and long-form materials into source-grounded learning Skills that explain, demonstr...

Self-Improving Proactive Agent

@yueyanc

A unified OpenClaw skill that merges self-improvement and proactivity: learn from corrections, maintain active state, recover context fast, and keep work mov...

Learning

@ivangdavila

Teaches any topic in adaptive sessions: probes prior knowledge, calibrates depth and format, and checks retention before advancing. Use when the user says teach me, explain this, ELI5, break it down, or help me understand or study something, when an explanation is not landing (re-asks, blank answers, "makes sense" with no follow-through), when material learned earlier keeps getting forgotten, when practice answers are confidently wrong, or when pacing study before an exam or deadline. Not for building a multi-week study plan or curriculum tracker, and not for authoring flashcard decks.

Tutoring

@cellcog

AI tutoring and education powered by CellCog. Study guides, exam prep, coding tutorials, language learning, math help, science explanations, practice problems — every subject, every level. Explains concepts via diagrams, analogies, worked examples, and interactive lessons.

Taste

@ivangdavila

Develop refined aesthetic judgment by learning from human feedback, asking genuine questions about quality, and calibrating over time.

Microsoft Learn MCP

@ricardodpalmeida

Ground answers about Azure, .NET, Microsoft 365, Power Platform, Entra ID, Windows and SQL Server in official Microsoft Learn docs and code samples, through Microsoft's free Learn MCP server (native OpenClaw MCP, no API key). Use when the user asks about a Microsoft product, service, API or CLI, or wants an answer checked against Microsoft Learn.

Learn

@ivangdavila

Runs self-directed learning as a system: a curriculum with an exit test, deliberate practice, spaced review, and proof it transferred. Use when someone is teaching themselves a skill or subject with no course and no exam — a language, an instrument, a programming language, a new field at work; when they ask how to learn X, what to learn first, or how long it will honestly take; when months of tutorials produced nothing they can build; when material learned earlier is gone, reviews pile up, or the queue gets skipped for weeks; when progress stalls on a plateau, motivation collapses, or a skill goes rusty after a lapse; when practice feels productive but nothing transfers to real work; when an AI answers so fast that nothing is being learned at all; and when a plan, review schedule, error log, or mastery record has to survive across sessions. Not for teaching a concept in the moment (`learning`), exam and coursework planning (`studying`), or authoring decks (`anki`, `flashcards`).

学习助手（免费版）

@thcjp

为任何主题生成结构化学习计划、练习题与进度追踪，支持自适应学习路径。Use when 需要项目管理、任务规划、进度跟踪、团队协作时使用。不适用于实际人员绩效评估。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。提供结构化输出和错误处理机制。

design-thinking

@ysskrishna

Use for design thinking, or when a product or service problem needs user understanding before solutions: "what do users really need?", "how might we...", "plan a discovery sprint", "validate this concept". Skip when the spec is frozen or the task is code maintenance.

Listen

@ivangdavila

Repairs garbled speech-to-text input: fixes mistranscribed names, numbers, and commands in voice-dictated messages. Use when a message arrived by voice and a word breaks the sentence, dictation mangles proper nouns, jargon, amounts, times, or email addresses, the user says "no, I said X" or repeats themselves, transcripts contain filler, spoken punctuation, or hallucinated sentences, the user dictates an email or document by voice, or an STT engine (Whisper or cloud speech) needs vocabulary tuning for recurring terms. Not for transcribing audio files or for typed-text typos.

continue-learning

@adelpro

Instinct-based learning system for OpenClaw. Analyzes sessions, detects patterns, creates atomic learnings with confidence scoring, and suggests optimizations for self-evolution. Works alongside agent-self-improvement for complete learning: internal session analysis + external user feedback. Use when: you want your AI agent to learn from its own behavior, improve over time, discover optimization opportunities, or build a self-improving automation system. Don't use when: static agent behavior is preferred.

Self Improvement Llm

@brucetangc

Autonomous AI memory and self-learning system that logs, extracts lessons, verifies improvements, adapts behavior, manages preferences, and generates reusabl...

认知学习工具（免费版）

@thcjp

基于认知科学的学习增强工具，支持间隔重复、主动回忆与知识图谱构建。Use when 需要提升效率、自动化流程、批量处理、工作流优化时使用。不适用于需要人工创意判断的任务。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。提供结构化输出和错误处理机制。

认知学习工具（专业版）

@thcjp

基于认知科学，提供间隔重复、主动回忆、知识图谱构建及批量处理，支持企业级学习效率提升与自动化管理。

学习助手（专业版）

@thcjp

生成结构化学习计划、练习题和进度追踪，支持自适应路径调整及企业级批量处理和安全审计功能。

skillnet

@icarus-chen

Search, download, create, evaluate, and analyze reusable agent skills via SkillNet — the open skill supply chain for AI agents. Use when: (1) Before any mult...

Decide

@ivangdavila

Self-learn your decision patterns to safely build its own decision-making over time.

个性化学习助手免费版

@thcjp

免费版AI学习助手，支持概念解释、语言学习基础辅导及个性化学习指南生成，适合学生日常学习与知识获取。

Tech Tutor

@leogoat2004

Your Socratic learning companion for deep understanding of CS and AI technologies. Invoke when user wants to truly understand a topic, deconstruct a project, or build genuine knowledge instead of getting quick answers.

botlearn

@calvinxhk

BotLearn — AI Agent capability platform CLI. **Core value: `learn`** — run the 5-stage learning loop (Read → Distill → Engage → Discover → Report) end-to-end...

Escalate

@ivangdavila

Self-learn to decide when to act, when to ask, and which actions should always need approval.

Organize

@ivangdavila

Proactively organize while working. Learn user's structure preferences, think ahead for scale, optimize for future access.

个性化学习助手

@thcjp

基于AI的个性化学习助手，支持项目教程、语言学习、写作反馈、视觉学习与学习指南生成，覆盖多学科领域。

Aeon

@yzk1121

This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentati...