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Install in OpenClaw
/install self-improving-agent-pro
Description
Local skill for capturing learnings, errors, corrections, and patterns to enable continuous agent improvement. Processes events locally in your OpenClaw agen...
Usage Guidance
The skill appears coherent and implements only local processing of events. Before installing, review the included handler.ts yourself (or have someone you trust do so) because the package's source/homepage is unknown — even benign-looking code should be vetted. If you plan to record long-term history, note the skill is stateless and you must store entries yourself. As a precaution, test the skill in a sandbox or with non-sensitive example events to confirm it behaves locally and that your OpenClaw runtime enforces no unexpected network access.
Capability Analysis
Type: OpenClaw Skill
Name: self-improving-agent-pro
Version: 1.0.2
The 'self-improving-agent-pro' skill is a local utility designed to help agents process their own errors and corrections into structured insights. The implementation in handler.ts consists of pure TypeScript logic for data transformation and lacks any high-risk capabilities such as network access, file system operations, or external dependencies. The SKILL.md documentation accurately describes the tool's functionality and provides benign integration examples without any evidence of malicious prompt injection or deceptive instructions.
Capability Assessment
Purpose & Capability
The name/description (self-improvement via local event processing) matches what is implemented: a TypeScript handler that accepts events, infers severity, extracts tags, generates insights and suggested rules. There are no unexpected required binaries, env vars, or external integrations declared.
Instruction Scope
SKILL.md instructs the agent how to submit events and how to use returned entries; the handler.ts implements only event validation, local analysis, and summary building. There are no instructions to read unrelated files, access other system state, or transmit data to external endpoints.
Install Mechanism
No install spec is present (instruction-only install via openclaw CLI), and the included handler.ts is pure local code. Nothing is downloaded from external URLs or installed to nonstandard locations.
Credentials
The skill declares no environment variables, no primary credential, and the code does not read process.env or any credential/config paths. Requested access is minimal and proportional to the stated functionality.
Persistence & Privilege
always is false; the skill is stateless by design and returns entries to the caller. It does not persist data, modify other skills, or require elevated/system-wide privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install self-improving-agent-pro - After installation, invoke the skill by name or use
/self-improving-agent-pro - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
Self-Improving Agent Pro v1.0.2 — Now fully local, no external API or key needed
- Processes all learning, error, and correction events entirely within your OpenClaw agent (no API calls, no outbound data, no API key required).
- Guarantees privacy and zero network dependency—your agent’s data never leaves your environment.
- Updated documentation for local installation, usage, and examples in OpenClaw.
- All event analysis, tagging, and rule suggestions now run offline for instant feedback.
- Maintains the same structured insights and batch summaries as before, but powered purely by local processing.
v1.0.1
Version 1.0.1 of self-improving-agent-pro
- No code or markdown file changes detected in this version.
- Documentation, usage patterns, API, and core functionality remain unchanged from the previous release.
v1.0.0
Capture learnings, errors, corrections, and patterns for continuous agent
improvement via the Claw0x API. Use when a command fails unexpectedly, a user
corrects agent output, a new pattern is discovered, or the agent needs to log
and process improvement events. Returns structured insights, suggested rules,
and batch summaries. Supports single events and batch processing.
Metadata
Frequently Asked Questions
What is Self Improving Agent?
Local skill for capturing learnings, errors, corrections, and patterns to enable continuous agent improvement. Processes events locally in your OpenClaw agen... It is an AI Agent Skill for Claude Code / OpenClaw, with 845 downloads so far.
How do I install Self Improving Agent?
Run "/install self-improving-agent-pro" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Self Improving Agent free?
Yes, Self Improving Agent is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Self Improving Agent support?
Self Improving Agent is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Self Improving Agent?
It is built and maintained by claw0x (@kennyzir); the current version is v1.0.2.
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