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Xpersona 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
clawhub skill install publishers:xiucheng:xiucheng-self-improving-agentOverall 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
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Overview
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.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
May 19, 2026
Vendor
Clawhub
Artifacts
0
Benchmarks
0
Last release
1.0.0
Install & run
clawhub skill install publishers:xiucheng:xiucheng-self-improving-agentSetup 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.
Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.
Public facts
Vendor
Clawhub
Protocol compatibility
OpenClaw
Latest release
1.0.0
Adoption signal
41.2K downloads
Adoption signal
41K downloads
Handshake status
UNKNOWN
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Captured outputs
Extracted files
3
Examples
3
Snippets
0
Languages
Unknown
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)
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
- π **Quality Analysis**: Evaluates conversation effectiveness
- π― **Improvement Tracking**: Identifies areas for enhancement
- π **Learning Log**: Records insights and lessons learned
- π **Weekly Reports**: Generates improvement summaries
- π **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 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
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
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
An intelligent self-improvement system for OpenClaw agents that analyzes conversation quality and continuously optimizes performance.
clawhub install self-improving-agent
The skill automatically analyzes conversations after each session.
from self_improving import SelfImprovingAgent
sia = SelfImprovingAgent()
sia.log_improvement("Need to be more concise in technical explanations")
report = sia.generate_weekly_report()
print(report)
| Setting | Default | Description | |---------|---------|-------------| | improvement_log | ./improvement_log.md | Learning log file | | soul_file | ./SOUL.md | Personality anchor file | | auto_analyze | true | Auto-analyze conversations |
Works best with:
memory-manager: For tracking improvement historyMIT 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:
Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
Machine interfaces
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
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
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
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
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
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