Enable managers to self-diagnose, identify defects, track improvements, and maintain skill health without relying on external prompts.
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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 manager-self-evolutionOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install manager-self-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/manager-self-evolution/π‘Extract and place the folder at the path above, then restart your agent.
Category
π οΈGeneral ToolsPlatforms
What Manager Self-Evolution can do for your AI workflow
Managers to self-diagnose, 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 Manager Self-Evolution
Help me get started with Manager Self-Evolution
Explains what Manager Self-Evolution does, walks through the setup, and runs a quick demo based on your current project
Use Manager Self-Evolution to managers to self-diagnose, identify defects, track improvements, an...
Invokes Manager Self-Evolution with the right parameters and returns the result directly in the conversation
What can I do with Manager Self-Evolution in my general tools workflow?
Lists the top use cases for Manager Self-Evolution, with example commands for each scenario
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Manager Self-Evolution extends your AI assistant with the ability to enable managers to self-diagnose, identify defects, track improvements, and maintain skill health without relying on external prompts. 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 Manager Self-Evolution as its underlying capability.
Manager Self-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 Manager Self-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 Manager Self-Evolution takes about two minutes. Place the skill at `~/.claude/skills/manager-self-evolution/` (personal, all projects) or `.claude/skills/manager-self-evolution/` (project-specific), then restart your AI client. From that point, typing `/manager-self-evolution` in any conversation activates it, or the AI will use it on its own when it detects a relevant request.
Manager Self-Evolution has 69 installs and is part of the growing General Tools 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/manager-self-evolution/ for personal use (all projects), or .claude/skills/manager-self-evolution/ for project-specific use. Restart your AI client, then invoke with /manager-self-evolution or let the AI discover it automatically.
Manager Self-Evolution supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
Manager Self-Evolution is free to install. Check the repository for licensing information.
Enable managers to self-diagnose, identify defects, track improvements, and maintain skill health without relying on external prompts.
Automate my general tools tasks using Manager Self-Evolution
Identifies repetitive steps in your workflow and sets up Manager Self-Evolution to handle them automatically
Manager Self-Evolution is categorized under General Tools. 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...