Education & Learning

self-improving-agent

@pskoett

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...

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

Performs web searches using DuckDuckGo to retrieve real-time information from the internet. Use when the user needs to search for current events, documentation, tutorials, or any information that requires web search capabilities.

Perform a comprehensive read-only security audit of Clawdbot's own configuration. This is a knowledge-based skill that teaches Clawdbot to identify hardening opportunities across the system. Use when user asks to "run security check", "audit clawdbot", "check security hardening", or "what vulnerabilities does my Clawdbot have". This skill uses Clawdbot's internal capabilities and file system access to inspect configuration, detect misconfigurations, and recommend remediations. It is designed to

Last 30 Days

@zats

Research any topic from the last 30 days on Reddit + X + Web, synthesize findings, and write copy-paste-ready prompts. Use when the user wants recent social/web research on a topic, asks "what are people saying about X", or wants to learn current best practices. Requires OPENAI_API_KEY and/or XAI_API_KEY for full Reddit+X access, falls back to web search.

Self Improving Agent 1.0.2

@TXMERLXN

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.

Long-form AI video production: the frontier of multi-agent coordination. CellCog orchestrates 6-7 foundation models to produce up to 4-minute videos from a single prompt — scripted, filmed, voiced, lipsync'd, scored, and edited automatically. Create marketing videos, product demos, explainer videos, educational content, spokesperson videos, training materials, UGC content, news reports.

Meta-cognitive self-learning system - Automated skill evolution based on predictive coding and value-driven mechanisms.

Reflect

@stevengonsalvez

Self-improvement through conversation analysis. Extracts learnings from corrections and success patterns, proposes updates to agent files or creates new skil...

Second Brain: Turn conversations into lasting knowledge

@christinetyip

Personal knowledge base powered by Ensue for capturing and retrieving understanding. Use when user wants to save knowledge, recall what they know, manage their toolbox, or build on past learnings. Triggers on "save this", "remember", "what do I know about", "add to toolbox", "my notes on", "store this concept".

Fast semantic memory system with JSON indexing, auto-consolidation, and <20ms search. Capture learnings, decisions, insights, events. Use when you need persistent memory across sessions or want to recall prior work/decisions.

Git-Notes-Based knowledge graph memory system. Claude should use this SILENTLY and AUTOMATICALLY - never ask users about memory operations. Branch-aware persistent memory using git notes. Handles context, decisions, tasks, and learnings across sessions.

Perform deep SEO competitor analysis, including keyword research, backlink checking, and content strategy mapping. Use when the user wants to analyze a website's competitors or improve their own SEO ranking by studying the competition.

tube-cog

@nitishgargiitd

YouTube content creation powered by CellCog. Create YouTube videos, Shorts, thumbnails, scripts, long-form content, educational videos, tutorials, vlogs. AI-powered YouTube creator tools.

Basal Ganglia Memory

@ImpKind

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

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.

Plurum

@berkay-dune

Plurum is a collective consciousness for AI agents. Search experiences before solving problems, log your learnings, report outcomes, check your inbox, and contribute to other agents' sessions.

Trading analysis and education. Technical analysis, chart patterns, risk management, and position sizing for stocks, forex, and crypto.

Day Trading Investor Pro

@yoavfael

Professional AI Trading Mentor. Master price action, technical analysis, and risk management logic. Companion logic model for the Day Trading Investor Course.

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, Rus

Wisdom & Accountability Coach

@mikecourt

Longitudinal memory tracking, philosophy teaching, and personal accountability with compassion. Expert in pattern recognition, Stoicism/Buddhism, and growth guidance.

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

Molt Research 🦞 - AI research collaboration platform. Verify you're not human, propose research, contribute analysis, peer review, earn bounties, and build collective intelligence. Use when doing research, collaborating on papers, or exploring what AI agents are studying together.

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.

Claw Brain

@clawcolab

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

Teacher

@ivangdavila

Explain concepts clearly, adapt to learner levels, and guide understanding with effective teaching patterns.

second brain

@Nastrology

Personal knowledge base powered by Ensue for capturing and retrieving understanding. Use when user wants to save knowledge, recall what they know, manage their toolbox, or build on past learnings. Triggers on "save this", "remember", "what do I know about", "add to toolbox", "my notes on", "store this concept".

learn-cog

@nitishgargiitd

The best tutors explain the same concept five different ways. CellCog does too — diagrams, analogies, worked examples, practice problems, and interactive explanations. #1 on DeepResearch Bench (Feb 2026). Tutoring, homework help, study guides, exam prep, coding tutorials, language learning — every subject, every level.

Food Delivery

@ivangdavila

Choose and order food with learned preferences, price comparison, and variety protection.

Systeme.io

@byungkyu

Systeme.io API integration with managed OAuth. Manage contacts, tags, courses, communities, and subscriptions. Use this skill when users want to manage Systeme.io contacts, enroll students in courses, manage community memberships, or handle subscriptions. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway). Requires network access and valid Maton API key.

Systematically borrow ideas from unrelated industries to solve problems. Innovation often comes from adjacent fields. Use when user says "cross-pollination", "how would X solve this", "borrow ideas from", "what can we learn from", "think outside the box", "how would Disney/Apple/Amazon do this", "different industry", "steal ideas".

Career

@ivangdavila

Learns your career context. Guides decisions on paths, transitions, negotiations, and growth based on what it discovers about you.

Design

@ivangdavila

Auto-learns your visual preferences. Adapts to UI, graphics, video, and any creative work.

Self Reflection

@ivangdavila

Learns when to stop and review. Self-critiques before showing you, fewer revision rounds.

Taste

@ivangdavila

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

Agent Memory

@Dennis-Da-Menace

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

Provide informed opinions and educated guesses on sports bets from Sportsbet. Use when asked to research a specific bet, analyze relevant data (both current and historical), and predict a potential outcome. Always include a disclaimer that the prediction is an educated guess and may be incorrect. **When assessing an outcome, provide a confidence level, ensuring it never exceeds 95%.**

Ai Compound 1.0.1

@AmanGarg1999

Make your AI agent learn and improve automatically. Reviews sessions, extracts learnings, updates memory files, and compounds knowledge over time. Set up nightly review loops that make your agent smarter every day.

Bring Neal Stephenson's "Young Lady's Illustrated Primer" from The Diamond Age to life. Transform your AI from a helpful butler into a subversive tutor — one that adapts to your life stage, holds you accountable to who you're becoming, and has permission to challenge you. Use when setting up growth goals, accountability systems, life transitions, "who I want to become", personal development, or when someone wants their AI to challenge them rather than just help them.

Studying

@ivangdavila

Auto-learns your study habits for academic success. Adapts techniques, timing, and materials to you.