What makes Self Improving Agent notable?

41.2K downloads. Trust evidence available

How should Self Improving Agent be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Self Improving Agent

Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies. Skill: Self Improving Agent Owner: xiucheng Summary: Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies. Tags: latest:1.0.0 Version history: v1.0.0 | 2026-03-06T23:43:46.935Z | auto Self-Improving Agent skill v1.0.0 initial release - Introduces a self-improving agent system that analyzes conversation quality and optimize

OpenClaw

View on ClawHub

Rank

Safety

Downloads

41k

Updated

May 19, 2026

Version

1.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 41.2K downloads reported by the source. Last updated 5/19/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Adoption signal: 41.2K downloadsadoption · observed May 19, 2026
Vendor: Clawhubvendor · observed May 17, 2026
Protocol compatibility: OpenClawcompatibility · observed May 17, 2026
Adoption signal: 41K downloadsadoption · observed May 17, 2026
Latest release: 1.0.0release · observed Mar 6, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install publishers:xiucheng:xiucheng-self-improving-agent

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/snapshot"

Documentation

CLAWHUB

3,105 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: self-improving-agent
description: Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.
version: "1.0.0"
author: xiucheng
type: skill
tags: [self-improvement, learning, optimization, reflection, growth]
homepage: https://github.com/xiucheng/self-improving-agent
license: MIT
---

# Self-Improving Agent

An intelligent self-improvement system for OpenClaw agents that analyzes conversation quality and continuously optimizes performance.

## Features

- 📊 **Quality Analysis**: Evaluates conversation effectiveness
- 🎯 **Improvement Tracking**: Identifies areas for enhancement
- 📝 **Learning Log**: Records insights and lessons learned
- 📈 **Weekly Reports**: Generates improvement summaries
- 🔄 **Strategy Optimization**: Adapts response patterns over time

## Installation

```bash
clawhub install self-improving-agent
```

## Usage

### Automatic Analysis
The skill automatically analyzes conversations after each session.

### Manual Improvement Logging
```python
from self_improving import SelfImprovingAgent

sia = SelfImprovingAgent()
sia.log_improvement("Need to be more concise in technical explanations")
```

### Generate Weekly Report
```python
report = sia.generate_weekly_report()
print(report)
```

## Configuration

| Setting | Default | Description |
|---------|---------|-------------|
| improvement_log | ./improvement_log.md | Learning log file |
| soul_file | ./SOUL.md | Personality anchor file |
| auto_analyze | true | Auto-analyze conversations |

## Integration

Works best with:
- `memory-manager`: For tracking improvement history
- Custom agent personalities (SOUL.md)

## License

MIT License - Help agents get better every day!

_meta.json

{
  "ownerId": "kn7c2cjr3n1gggfqy000zq5g898285x4",
  "slug": "xiucheng-self-improving-agent",
  "version": "1.0.0",
  "publishedAt": 1772840626935
}

skill.yaml

name: self-improving-agent
description: Self-improving agent system for continuous optimization
version: "1.0.0"
author: xiucheng
type: skill
tags:
  - self-improvement
  - learning
  - optimization
license: MIT

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