Learning Skills for OpenClaw Agents

neural-memory

@nhadaututtheky

Associative memory with spreading activation for persistent, intelligent recall. Use PROACTIVELY when: (1) You need to remember facts, decisions, errors, or context across sessions (2) User asks "do you remember..." or references past conversations (3) Starting a new task — inject relevant context from memory (4) After making decisions or encountering errors — store for future reference (5) User asks "why did X happen?" — trace causal chains through memory Zero LLM dependency. Neural graph with Hebbian learning, memory decay, contradiction detection, and temporal reasoning.

Self-Improving + Proactive Agent

@ivangdavila

Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...

ShieldCortex

@jarvis-drakon

Memory and defence for AI agents: semantic recall, knowledge graph and decay, plus a memory firewall that scans and enforces against prompt injection, credential leaks and poisoning.

Self Improving Agent

@xiucheng

Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.

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.

Hydroponic Nutrient Concentration Visual Assessment | 水培植物营养液浓度视觉评估

@smyx-sunjinhui

Using fixed cameras on a hydroponic growing rack to capture high-resolution images of plant roots (in transparent containers) and leaves (young and old), AI vision analysis identifies root color (white = healthy, yellow = early stress, brown = severe stress, black = rotting) and leaf morphology (tip burn, leaf-margin scorch, yellowing, curling) to judge whether the nutrient solution is too concentrated or too dilute, and. | 通过水培种植架的固定摄像头拍摄植物根系（透明容器）和叶片（新叶、老叶）的高清图像，利用AI视觉分析技术识别根须颜色（白色健康、黄色初期胁迫、褐色严重胁迫、黑色腐烂）、叶片形态（叶尖灼伤、叶缘焦枯、叶片黄化、卷曲）等特征，判断营养液浓度是否过浓或过稀，并输出调整建议（增加清水稀释或补充浓缩营养液）。

Plant Growth Stage Recognition Skill | 植物生长阶段识别技能

@smyx-sunjinhui

Accurately identifies key growth stages of plants from germination to fruiting based on computer vision and deep learning, provides structured data for precision agriculture decision support. | 植物生长阶段识别技能，基于计算机视觉与深度学习算法，精准识别植物从发芽到结果的全生命周期关键生长阶段，为精准农业提供科学决策支持

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.

Child Focus / Distraction Period Analysis | 儿童专注度与走神时段分析

@smyx-sunjinhui

Using the camera built into a smart desk lamp or a tabletop camera, the system analyzes video of the child's study area in real time, detecting behavioral indicators such as face orientation (whether it deviates from the book/screen), eye gaze direction, and fidgeting hand actions (playing with a pen, touching the face, fiddling with objects), and computes a per-minute focus score (0-100) while recording distraction periods. The skill helps parents and teachers understand the child's learning state and optimize study habits. Application scenarios: smart study lamps, home study rooms, classrooms. The system monitors in real time, generates focus reports, and pushes alerts when focus stays persistently low. Skill features: improve learning efficiency. | 通过智能台灯内置摄像头或桌面摄像头，实时分析儿童学习区域的视频，检测面部朝向（是否偏离书本/屏幕）、眼部注视方向、手部小动作（玩笔、摸脸、摆弄物品）等行为指标，计算每分钟专注得分（0-100分），并记录走神时段。该技能可帮助家长和教师了解儿童学习状态，优化学习习惯。应用场景：智能学习台灯、家庭书房、教室。系统实时监测，生成专注度报告，当专注度持续偏低时推送提醒。技能特点：提升学习效率。

Child Drowsiness / Fatigue Detection | 儿童打瞌睡/疲劳检测

@smyx-sunjinhui

Using a fixed camera in the classroom or above the home desk, the system analyzes the child's (student's) facial video in real time, detecting eye closure ratio (PERCLOS — the proportion of time eyes are closed more than 80% within a unit time), head-nodding frequency (rapid downward nod followed by lift), and changes in eye-region glossiness, and computes a comprehensive fatigue index (0-100). | 通过教室或家庭书桌的固定摄像头，实时分析儿童（学生）的面部视频，检测眼部闭合比例（PERCLOS，单位时间内眼睛闭合超过80%的时间占比）、点头动作频率（头部快速下点后抬起）以及眼部区域的光泽度变化，综合计算疲劳指数（0-100）。该技能可帮助教师或家长及时发现儿童困倦状态，调整学习安排或提醒休息。

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

@smyx-sunjinhui

Conducts video analysis of learning behavior for children/students, identifies poor learning habits, provides structured analysis reports and family education improvement suggestions, focusing on learning habit cultivation and behavior correction. | A comprehensive tool designed to analyze video footage of children's and students' learning behaviors. It identifies poor study habits and provides structured analysis reports along with actionable suggestions for family education improvements. The tool is dedicated to fostering positive study habits and facilitating behavioral correction. | 分析孩子学习行为 孩子学习行为分析工具，针对孩子/学生的学习行为进行视频分析，识别不良学习习惯，提供结构化分析报告和家庭教育改善建议，专注学习习惯培养和行为矫正

Plant Disease Recognition Skill | 植物病害识别技能

@smyx-sunjinhui

Accurately identifies plant diseases based on computer vision and deep learning, supports both image and video input, outputs structured diagnostic reports including disease type, cause and prevention suggestions. | 植物病害识别技能，基于计算机视觉与深度学习，支持视频/图片输入，精准识别植物病害类型，输出包含病害名称、致病原因、防治建议的结构化诊断报告，为农业生产和园艺养护提供病害预警

Taste

@ivangdavila

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

Language Learning Tutor

@chipagosfinest

AI language tutor for learning ANY language through conversation, vocab drills, grammar lessons, flashcards, and immersive practice. Use when the user wants to: learn a new language, practice vocabulary, study grammar, do flashcard drills, translate phrases, practice conversation, prepare for travel, learn slang/idioms, or improve pronunciation. Supports ALL languages including Spanish, French, German, Japanese, Chinese (Mandarin/Cantonese), Korean, Arabic, Hindi, Bengali/Bangla, Portuguese, Russian, Italian, Turkish, Vietnamese, Thai, Swahili, Hebrew, Polish, Dutch, Greek, and 100+ more.

30天学习计划制定师

@qizhitang

把学习目标拆成可执行的 30 天方案（小学高段用周计划版），并在学生开启后跟进执行偏差。学生说"帮我制定学习计划"、"我不知道怎么安排时间"、"下次考试前怎么复习"、"帮我生成30天方案"、"我的计划总是坚持不下去"、"帮我做家庭学习看板"时可激活。它只管"什么时候做什么"：直接用错题本给出的弱项摘要来排任务，自己不做错因归类与深度归因（转错题本）；不讲题（转对应学科教练）、不发提醒（转 IM 智能提醒）。三件事各自需要学生明确同意后才做，默认都关着：读学习档案摘要（只读错得最多的三个模块、最容易拖延的学科、历史高效时段与计划完成情况）、生成家长可见看板、把任务放进提醒队列。

Video Podcast Maker

@agents365-ai

Use when the user gives a topic and wants an automated topic-driven narrated explainer, podcast, or knowledge-summary video (Bilibili / YouTube / Xiaohongshu...

Self Improvement Llm

@brucetangc

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

Feynman Technique

@deciqai

Activate when: user says 'explain this simply', 'teach me like I'm five', 'do I really understand this', 'what's the simplest way to think about X', 'what's...

Cognitive Load Theory

@deciqai

Activate when: someone says 'this is too much to take in at once', 'learners aren't getting it despite good material', 'our onboarding is overwhelming new hi...

alibabacloud-pai-dlc-job

@sdk-team

Alibaba Cloud PAI-DLC (Deep Learning Containers) job management skill. Covers: distributed training job CRUD, monitoring (logs and events), and GPU sanity check. Triggers: "DLC", "PAI-DLC", "create-job", "list-jobs", "get-job", "stop-job", "update-job", "get-pod-logs", "get-job-events", "get-pod-events", "list-job-sanity-check-results".

Deliberate Practice

@deciqai

Activate when: user says 'I've been doing this for years but I'm not getting better'; someone suspects a skill plateau despite continued effort; designing a...

Cognitive Science Landscape

@deciqai

Activate when: user says 'I want to improve my thinking,' 'why does my decision-making keep failing,' 'how do I optimize my cognitive performance,' 'what's t...

🧬 学习DNA

@qizhitang

小智"长期记忆"的核心引擎——学习DNA。仅在学生或监护人明确开启、 或主动提出“记住我”“查看档案”“更新档案”“删除档案”等请求时激活。 普通答疑默认不强制调用；未获同意时，仅允许使用当前会话信息，不建立跨会话档案。 该版本已补充查看、更正、删除、暂停共享与最小化记录边界。

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`).

🎓 费曼学习法

@qizhitang

用"教会小智"来检验学生是否真正学会了的深度理解验证系统。 当学生说“我来给你讲讲”“我懂了想测试一下自己”“帮我检验一下我学没学会”， 或学完某个重要知识点后想验证理解时，建议激活此SKILL。 当前版本已整合苏格拉底挑战者模式、理解深度DNA、第五跳批判性验证、 AI答案主动验证与思维主权保护机制。

Basal Ganglia Memory

@impkind

Habit formation and procedural learning for AI agents. Develop preferences and shortcuts through repetition. Part of the AI Brain series.

Curiosity Learning Curve

@deciqai

Activate when: user says 'I used to love this but don't anymore', 'I feel like I've stopped learning', 'I go through the motions but nothing excites me', 'ho...

Cognitive Evolution Stages

@deciqai

Activate when: user says 'I understand it but can't apply it,' 'how do I stop just copying other people's work,' 'I can adapt frameworks but can't create new...

Industry Learning Sprint

@deciqai

Activate when: user is entering an unfamiliar industry and needs a working mental model fast; user says 'I need to understand this sector before a meeting ne...

Agent自我反思与进化器

@muippt

AI Agent 持续进化系统：每日经验沉淀+每周错误反思，正向提炼与负向纠偏合一。v3.0 新增 VFM 确定性验算、评分+衰减淘汰、WHERE×WHY 病理归档、主动 Skill 合成。触发词：记录错误、进化系统、自我反思、踩坑记录、self-evolve、self-improve。

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.

Nine-Level Cognitive Tower

@deciqai

Activate when: user says 'how do I level up my thinking', 'why do I keep copying others', 'I don't know what I don't know', 'how do I develop independent jud...

Agent Memory Architecture

@psychotechv4

Universal memory architecture for AI agents. Provides long-term memory, daily logs, diary, cron inbox, heartbeat state tracking, social platform post tracking, sub-agent context patterns, and adaptive learning -- everything an agent needs for identity continuity across sessions.

Crypto Self-Learning

@totaleasy

Self-learning system for crypto trading. Logs trades with full context (indicators, market conditions), analyzes patterns of wins/losses, and auto-updates trading rules. Use to log trades, analyze performance, identify what works/fails, and continuously improve trading accuracy.

subtitles

@therohitdas

Use when subtitles or the spoken text of a YouTube video is needed: pasted video links or IDs, requests to translate a video, read along, follow foreign-lang...

Game

@agisearch

The instant game design engine for AI agents. Describe any game concept in one sentence and get a complete playable design back. Board games, card games, par...

Hyperliquid Trading Agent

@phutt-bwai

Autonomous Hyperliquid trading agent powered by smart money signals. Create, backtest, and deploy AI trading agents that track 500+ whale wallets on Hyperliq...

Nexus Corporate Onboarder

@shuwanito

Design and automate corporate employee onboarding programs with AI. Create adaptive learning paths by role, compliance training modules, microlearning sequen...

Meeting Note

@mikonos

探讨/决策型会议与谈话纪要（结论/共识/分歧/决策轨迹/隐含假设/风险机会/行动项）+ Zettelkasten 连接。Use when 用户要整理会议纪要、复盘讨论、把多方探讨变成可执行资产。信息/学习型谈话（培训、分享会、单向汇报）请改用 deep-learning。关键词：会议纪要、会议、谈话、讨论、mee...

QMD Learning Loop

@shakerg

Capture and promote durable agent learnings in QMD-indexed Markdown when reflection or reusable memory is requested.

Claw Brain

@clawcolab

Claw Brain - Personal AI Memory System for OpenClaw/ClawDBot. Provides memory, personality, bonding, and learning capabilities with encrypted secrets support...

Metacognition

@madebydia

Self-reflection engine for AI agents. Extracts patterns from session transcripts into a weighted graph with Hebbian learning and time decay. Compiles a token...

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...

Skill Introduction

@songhonglei

Generate a beautiful, deployable HTML introduction page for any AgentSkill. Reads USAGE.md (preferred) or SKILL.md, parses name, description, and feature sec...

错题整理巩固

@caroljiang150-ai

支持学生上传任意学科错题截图、试卷照片或粘贴题目文本，基于真实作答智能整理错题，识别题目科目和题型，定位并区分概念模糊、知识点遗漏、计算或操作失误、审题偏差、推理断点、方法选择不当、表达不规范等错误根因，拆解核心知识点并给出巩固建议。也用于在灵犀 AI 助手本地错题本中保存、更新、检索错题；用户明确要求保存或更新时直接写入，未要求保存时先询问确认，再按科目、题型和日期分类整理，统计高频错误类型和制作错题复盘记录。不要主动生成举一反三练习题或额外训练题。

Aeon

@yzk1121

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

Project Retrospective

@beachanger

自动项目复盘机制。当完成复杂项目后，自动提取最优路径生成skill，并记录踩坑经验到memory。

Alephnet Node

@sschepis

A complete social/economic network for AI agents. Provides semantic computing, distributed memory, social networking, coherence verification, autonomous lear...

Metacognition

@deciqai

Activate when: user says 'I'm stuck and don't know why', 'I keep making the same mistake', 'my analysis feels right but I'm not sure', 'am I solving the righ...

Neural Memory Enhanced

@zhuyu28

Associative memory with spreading activation for persistent, intelligent recall. Use PROACTIVELY when: (1) You need to remember facts, decisions, errors, or...

Skill

@paulpreibisch

🎤 AgentVibes TTS for Claude Code & OpenClaw — Switch voices, set personality, control speed, background music, language learning mode, reverb/effects, and m...

龙虾记忆大师

@konzenkane

真正的长期记忆管理技能。自动维护记忆文件、定期归档、智能提醒。 包含 Working Buffer 协议、Memory Maintenance 清单、自动学习日志。 When to use: - User asks about prior work, decisions, dates, people, prefe...