Self-improvement layer with evaluation separation, rollback, and tiered operator gates. Observes outcomes across sessions, detects recurring patterns, propos...
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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 openclaw-reflectOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install openclaw-reflectβ 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/openclaw-reflect/π‘Extract and place the folder at the path above, then restart your agent.
Category
π€AI Agent & AutomationPlatforms
What openclaw-reflect can do for your AI workflow
Self-improvement layer 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 openclaw-reflect
Help me get started with openclaw-reflect
Explains what openclaw-reflect does, walks through the setup, and runs a quick demo based on your current project
Use openclaw-reflect to self-improvement layer with evaluation separation, rollback, and ti...
Invokes openclaw-reflect with the right parameters and returns the result directly in the conversation
What can I do with openclaw-reflect in my ai agent & automation workflow?
Lists the top use cases for openclaw-reflect, with example commands for each scenario
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openclaw-reflect extends your AI assistant with the ability to self-improvement layer with evaluation separation, rollback, and tiered operator gates. Observes outcomes across sessions, detects recurring patterns, propos... 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 openclaw-reflect as its underlying capability.
openclaw-reflect 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 openclaw-reflect 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 openclaw-reflect takes about two minutes. Place the skill at `~/.claude/skills/openclaw-reflect/` (personal, all projects) or `.claude/skills/openclaw-reflect/` (project-specific), then restart your AI client. From that point, typing `/openclaw-reflect` in any conversation activates it, or the AI will use it on its own when it detects a relevant request.
openclaw-reflect has 767 installs and is part of the growing AI Agent & Automation skill ecosystem on DiscoverAISkills. The source code is open on GitHub β you can inspect it, contribute fixes, or fork it to adapt the skill for your specific setup. 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/openclaw-reflect/ for personal use (all projects), or .claude/skills/openclaw-reflect/ for project-specific use. Restart your AI client, then invoke with /openclaw-reflect or let the AI discover it automatically.
openclaw-reflect supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
openclaw-reflect is free to install. Check the repository for licensing information.
Self-improvement layer with evaluation separation, rollback, and tiered operator gates. Observes outcomes across sessions, detects recurring patterns, propos...
Links
Automate my ai agent & automation tasks using openclaw-reflect
Identifies repetitive steps in your workflow and sets up openclaw-reflect to handle them automatically
openclaw-reflect is categorized under AI Agent & Automation. These skills help AI agents perform specialized tasks in this domain.
Backup and restore OpenClaw data. Use when user asks to create backups, set up automatic backup schedules, restore from backup, or manage backup rotation. Handles ~/.openclaw directory archiving with proper exclusions.