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Install in OpenClaw
/install self-improving-agent-1-0-11
Description
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
Usage Guidance
Install only if you want persistent self-improvement memory. Keep hooks project-scoped where possible, inspect scripts before enabling them, avoid global always-on hooks for sensitive work, and do not store secrets, tokens, private transcripts, customer data, raw command outputs, or sensitive user details in .learnings or promoted instruction files unless reviewed and redacted.
Capability Analysis
Type: OpenClaw Skill
Name: self-improving-agent-1-0-11
Version: 1.0.0
The OpenClaw AgentSkills skill bundle is classified as benign. Its primary purpose is to enable an AI agent to log, review, and promote learnings, errors, and feature requests for continuous self-improvement. This involves creating and updating local markdown files and generating new skill files. The included scripts (`activator.sh`, `error-detector.sh`, `extract-skill.sh`) are well-contained: the activator and error detector merely output reminders, while the `extract-skill.sh` script, which creates new skill files, includes robust input sanitization for skill names and path validation for output directories to prevent path traversal. All instructions within `SKILL.md` and other documentation are transparent and directly align with the stated self-improvement goal, with no evidence of malicious intent such as data exfiltration, unauthorized execution, or persistence mechanisms.
Capability Assessment
Purpose & Capability
The logging, reminders, skill extraction helper, and OpenClaw integration all match the stated self-improvement purpose; I found no artifact-backed exfiltration, destructive action, or deceptive unrelated capability.
Instruction Scope
The skill asks agents to log full context, actual error output, inputs, parameters, user context, corrections, and feature requests, then promotes learnings into durable agent instruction files without explicit redaction, sensitivity checks, or user approval.
Install Mechanism
Installation and hooks are disclosed and opt-in. The included hook scripts currently emit reminders, and the extraction script validates names and relative output paths, but hook examples use broad empty matchers and include global user-level setup.
Credentials
Local markdown logging is proportionate to the purpose, but cross-session transcript reading, session messaging, sub-agent spawning guidance, and workspace-wide memory promotion expand information beyond the original task without clear need-to-know boundaries.
Persistence & Privilege
The skill creates persistent .learnings files and encourages promotion into CLAUDE.md, AGENTS.md, SOUL.md, TOOLS.md, and Copilot instructions; optional hooks can also keep injecting reminders after enablement until disabled.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install self-improving-agent-1-0-11 - After installation, invoke the skill by name or use
/self-improving-agent-1-0-11 - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of the self-improvement skill for OpenClaw and generic agent setups.
- Provides structured logging of errors, learnings, and feature requests to markdown files for continuous improvement.
- Includes a quick reference guide for when and how to log events.
- Details promotion process for learnings to project-wide memory files (e.g., AGENTS.md, SOUL.md, TOOLS.md).
- Describes workspace structure and OpenClaw integration, including hooks for session reminders.
- Supplies standardized markdown templates for learning, error, and feature request entries.
- Outlines workflow for resolving and promoting logged entries.
Metadata
Frequently Asked Questions
What is Self Improving Agent 1.0.11?
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau... It is an AI Agent Skill for Claude Code / OpenClaw, with 1157 downloads so far.
How do I install Self Improving Agent 1.0.11?
Run "/install self-improving-agent-1-0-11" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Self Improving Agent 1.0.11 free?
Yes, Self Improving Agent 1.0.11 is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Self Improving Agent 1.0.11 support?
Self Improving Agent 1.0.11 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Self Improving Agent 1.0.11?
It is built and maintained by kgy7247 (@kgy7247); the current version is v1.0.0.
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