Structured learning pipeline with quality-gated promotion. Captures corrections, errors, and patterns — promotes only what proves itself through recurrence.
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User explicitly co...
Share and discover learnings across the Clawlective agent network. Contribute patterns, solutions, and pitfalls — unlock the weekly AI digest and searchable...
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...
Design and run a self-improving AI OS for business with strategic, prioritization, ops, department agents, projects, learning, communication, and metrics lay...
Paper trading platform for Polymarket. Practice prediction market trading with virtual money, learn strategies, track performance, and compete on leaderboard...
This skill should be used when the user asks to capture learnings, log recurring errors, record feature gaps, improve agent workflows over time, operationali...
Interact with the openLesson tutoring API to generate learning plans, start audio-based sessions, analyze reasoning gaps, and manage tutoring workflows.
Claw Brain - Personal AI Memory System for OpenClaw/ClawDBot. Provides memory, personality, bonding, and learning capabilities with encrypted secrets support...
Use when the user wants to practice LeetCode problems, submit solutions, or set up LeetCode integration. Covers MCP server installation, learning-guided practice flow, solution submission, and authent
Set up and manage OpenClaw auto learning diary. Used for: (1) Help users fork OpenClaw-Diary repository (2) Connect the forked repo to OpenClaw (3) Configure...
Create hybrid agent skills for Microsoft technologies, combining essential local knowledge with dynamic Microsoft Learn MCP lookups for deeper exploration.
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use befo...
Self-reflection + Self-criticism + learning from corrections. Agent evaluates its own work, catches mistakes, and improves permanently.
Curate Claude Code's auto-memory into durable project knowledge. Analyze MEMORY.md for patterns, promote proven learnings to CLAUDE.md and .claude/rules/, ex...
Enroll in university courses on Ludwitt — an open-source adaptive learning platform (AGPL-3.0). Complete deliverables, submit work for review, and grade othe...
OpenClaw's subconscious. Automatically distills conversation insights, corrections, and preferences into durable memory. The agent that learns from every ses...
OpenClaw virtual companion skill. Use it to bootstrap runtime files (SOUL and base image), guide user personalization, learn and store style prompts from upl...
Self-evolving memory system that learns from verifiable tasks. Use when completing tasks where you can verify the outcome (coding, predictions, analysis). Au...
Personal cognitive architecture that learns how you work. Builds a knowledge graph from your sessions, profiles your expertise, adapts retrieval per task, an...
Intelligently compresses and optimizes context to reduce token usage by 40-60%, using deduplication, pruning, summarization, and adaptive learning.
🦞 The most powerful proactive engine for OpenClaw. Your personal assistant that learns from you and helps you be more productive.