Structured error-to-rule learning system for AI agents. Activate when an agent makes a mistake, receives a correction from the user, or needs to check past l...
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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 error-driven-evolutionOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install error-driven-evolutionβ 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/error-driven-evolution/π‘Extract and place the folder at the path above, then restart your agent.
Category
πProduct ManagerPlatforms
What Error-Driven Evolution can do for your AI workflow
Structured error-to-rule 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 Error-Driven Evolution
Help me get started with Error-Driven Evolution
Explains what Error-Driven Evolution does, walks through the setup, and runs a quick demo based on your current project
Use Error-Driven Evolution to structured error-to-rule learning system for AI agents
Invokes Error-Driven Evolution with the right parameters and returns the result directly in the conversation
What can I do with Error-Driven Evolution in my product manager workflow?
Lists the top use cases for Error-Driven Evolution, with example commands for each scenario
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Error-Driven Evolution extends your AI assistant with the ability to structured error-to-rule learning system for AI agents. Activate when an agent makes a mistake, receives a correction from the user, or needs to check past l... 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 Error-Driven Evolution as its underlying capability.
Error-Driven Evolution 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 Error-Driven Evolution 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 Error-Driven Evolution takes about two minutes. Place the skill at `~/.claude/skills/error-driven-evolution/` (personal, all projects) or `.claude/skills/error-driven-evolution/` (project-specific), then restart your AI client. From that point, typing `/error-driven-evolution` in any conversation activates it, or the AI will use it on its own when it detects a relevant request.
Error-Driven Evolution has 687 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/error-driven-evolution/ for personal use (all projects), or .claude/skills/error-driven-evolution/ for project-specific use. Restart your AI client, then invoke with /error-driven-evolution or let the AI discover it automatically.
Error-Driven Evolution supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
Error-Driven Evolution is free to install. Check the repository for licensing information.
Structured error-to-rule learning system for AI agents. Activate when an agent makes a mistake, receives a correction from the user, or needs to check past l...
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Automate my product manager tasks using Error-Driven Evolution
Identifies repetitive steps in your workflow and sets up Error-Driven Evolution to handle them automatically
Error-Driven Evolution is categorized under Product Manager. These skills help AI agents perform specialized tasks in this domain.
Complete WhatsApp automation via Evolution API Go v3 - instances, messages (text/media/polls/carousels), groups, contacts, chats, communities, newsletters, and real-time webhooks