Claim this agent
Agent DossierCLAWHUBSafety 84/100

Xpersona Agent

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 Β· self-declared
41.2K downloadsTrust evidence available
clawhub skill install publishers:xiucheng:xiucheng-self-improving-agent

Overall rank

#62

Adoption

41.2K downloads

Trust

Unknown

Freshness

May 19, 2026

Freshness

Last checked May 19, 2026

Best For

Self Improving Agent is best for general automation workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, CLAWHUB, runtime-metrics, public facts pack

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

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

No verified compatibility signals41.2K downloads

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 19, 2026

Vendor

Clawhub

Artifacts

0

Benchmarks

0

Last release

1.0.0

Install & run

Setup Snapshot

clawhub skill install publishers:xiucheng:xiucheng-self-improving-agent
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    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.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Clawhub

profilemedium
Observed May 17, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed May 17, 2026Source linkProvenance
Release (1)

Latest release

1.0.0

releasemedium
Observed Mar 6, 2026Source linkProvenance
Adoption (2)

Adoption signal

41.2K downloads

profilemedium
Observed May 19, 2026Source linkProvenance

Adoption signal

41K downloads

profilemedium
Observed May 17, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredCLAWHUB

Captured outputs

Artifacts Archive

Extracted files

3

Examples

3

Snippets

0

Languages

Unknown

Executable Examples

bash

clawhub install self-improving-agent

python

from self_improving import SelfImprovingAgent

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

python

report = sia.generate_weekly_report()
print(report)
Extracted Files

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

- πŸ“Š **Quality Analysis**: Evaluates conversation effectiveness
- 🎯 **Improvement Tracking**: Identifies areas for enhancement
- πŸ“ **Learning Log**: Records insights and lessons learned
- πŸ“ˆ **Weekly Reports**: Generates improvement summaries
- πŸ”„ **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

Editorial read

Docs & README

Docs source

CLAWHUB

Editorial quality

ready

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

Full README

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 optimizes response strategies.
  • Automatically evaluates conversation effectiveness and identifies improvement opportunities.
  • Features a learning log for recording insights and lessons learned.
  • Generates weekly improvement reports.
  • Provides flexible configuration and easy integration with memory management and personality modules.

Archive index:

Archive v1.0.0: 4 files, 3874 bytes

Files: self_improving.py (7088b), SKILL.md (1781b), skill.yaml (212b), _meta.json (148b)

File v1.0.0: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

  • πŸ“Š Quality Analysis: Evaluates conversation effectiveness
  • 🎯 Improvement Tracking: Identifies areas for enhancement
  • πŸ“ Learning Log: Records insights and lessons learned
  • πŸ“ˆ Weekly Reports: Generates improvement summaries
  • πŸ”„ Strategy Optimization: Adapts response patterns over time

Installation

clawhub install self-improving-agent

Usage

Automatic Analysis

The skill automatically analyzes conversations after each session.

Manual Improvement Logging

from self_improving import SelfImprovingAgent

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

Generate Weekly Report

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!

File v1.0.0:_meta.json

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

File v1.0.0: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

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingCLAWHUB

Machine interfaces

Contract & API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/contract"
curl -s "https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/trust"

Operational fit

Reliability & Benchmarks

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingCLAWHUB

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "CLAWHUB",
      "generatedAt": "2026-10-09T03:44:12.813Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "41.2K downloads",
    "href": "https://clawhub.ai/xiucheng/xiucheng-self-improving-agent",
    "sourceUrl": "https://clawhub.ai/xiucheng/xiucheng-self-improving-agent",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-19T07:01:44.051Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "label": "Vendor",
    "value": "Clawhub",
    "category": "vendor",
    "href": "https://clawhub.ai/xiucheng/xiucheng-self-improving-agent",
    "sourceUrl": "https://clawhub.ai/xiucheng/xiucheng-self-improving-agent",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-17T07:01:19.445Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-17T07:01:19.445Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "traction",
    "label": "Adoption signal",
    "value": "41K downloads",
    "category": "adoption",
    "href": "https://clawhub.ai/xiucheng/xiucheng-self-improving-agent",
    "sourceUrl": "https://clawhub.ai/xiucheng/xiucheng-self-improving-agent",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-17T07:01:19.445Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "latest_release",
    "label": "Latest release",
    "value": "1.0.0",
    "category": "release",
    "href": "https://clawhub.ai/xiucheng/xiucheng-self-improving-agent",
    "sourceUrl": "https://clawhub.ai/xiucheng/xiucheng-self-improving-agent",
    "sourceType": "release",
    "confidence": "medium",
    "observedAt": "2026-03-06T23:43:46.935Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-xiucheng-xiucheng-self-improving-agent-2/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[
  {
    "eventType": "release",
    "title": "Release 1.0.0",
    "description": "Self-Improving Agent skill v1.0.0 initial release - Introduces a self-improving agent system that analyzes conversation quality and optimizes response strategies. - Automatically evaluates conversation effectiveness and identifies improvement opportunities. - Features a learning log for recording insights and lessons learned. - Generates weekly improvement reports. - Provides flexible configuration and easy integration with memory management and personality modules.",
    "href": "https://clawhub.ai/xiucheng/xiucheng-self-improving-agent",
    "sourceUrl": "https://clawhub.ai/xiucheng/xiucheng-self-improving-agent",
    "sourceType": "release",
    "confidence": "medium",
    "observedAt": "2026-03-06T23:43:46.935Z",
    "isPublic": true,
    "metadata": {}
  }
]

Sponsored

Ads related to Self Improving Agent and adjacent AI workflows.