Continuous self-improvement through learning from corrections and task self-evaluation. Use when: (1) User corrects the agent (No that is wrong, Actually, I...
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Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install tonic-self-learnOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install tonic-self-learnβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/tonic-self-learn/π‘Extract and place the folder at the path above, then restart your agent.
Category
πProduct ManagerPlatforms
What Self-Learn can do for your AI workflow
Continuous self-improvement directly from your Claude conversation
Works across Claude, Cursor, OpenClaw β install once, use everywhere
One-command installation β no complex setup required
Combine with other skills to build powerful multi-step AI workflows
Try these prompts with your AI agent after installing Self-Learn
Help me get started with Self-Learn
Explains what Self-Learn does, walks through the setup, and runs a quick demo based on your current project
Use Self-Learn to continuous self-improvement through learning from corrections and t...
Invokes Self-Learn with the right parameters and returns the result directly in the conversation
What can I do with Self-Learn in my product manager workflow?
Lists the top use cases for Self-Learn, with example commands for each scenario
Guides & tutorials for AI skills
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After testing dozens of developer-focused AI skills, these are the seven that have proven genuinely useful across different tech stacks and workflows β not just impressive demos, but tools that hold up under daily use.
Self-Learn extends your AI assistant with the ability to continuous self-improvement through learning from corrections and task self-evaluation. Use when: (1) User corrects the agent (No that is wrong, Actually, I... Rather than leaving your conversation to handle this manually, you can ask your Claude agent directly β and it will take care of the task end-to-end, using Self-Learn as its underlying capability.
Self-Learn works across Claude, Cursor, OpenClaw through the Model Context Protocol (MCP) β an open standard that lets AI clients share tools and skills without lock-in. Because MCP is platform-agnostic by design, you install Self-Learn once and it becomes available across all your AI clients. Whether you're working in Claude for focused sessions or Cursor for integrated workflows, the skill behaves consistently.
Getting started with Self-Learn takes about two minutes. Place the skill at `~/.claude/skills/tonic-self-learn/` (personal, all projects) or `.claude/skills/tonic-self-learn/` (project-specific), then restart your AI client. From that point, typing `/tonic-self-learn` in any conversation activates it, or the AI will use it on its own when it detects a relevant request.
Self-Learn has 516 installs and is part of the growing Product Manager skill ecosystem on DiscoverAISkills. Like all skills on DiscoverAISkills, it is free to install and use. The broader AI skills ecosystem continues to expand as developers contribute new capabilities across categories like developer tools, data analysis, writing, automation, and more.
Place the skill folder at ~/.claude/skills/tonic-self-learn/ for personal use (all projects), or .claude/skills/tonic-self-learn/ for project-specific use. Restart your AI client, then invoke with /tonic-self-learn or let the AI discover it automatically.
Self-Learn supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
Self-Learn is free to install. Check the repository for licensing information.
Continuous self-improvement through learning from corrections and task self-evaluation. Use when: (1) User corrects the agent (No that is wrong, Actually, I...
Automate my product manager tasks using Self-Learn
Identifies repetitive steps in your workflow and sets up Self-Learn to handle them automatically
Self-Learn is categorized under Product Manager. These skills help AI agents perform specialized tasks in this domain.
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...