acefrost511/self-improving-agent
skills/xiucheng-self-improving-agent/SKILL.md
Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.
testing
Updated Apr 3, 2026
$ install --global
skillsauthnpx skillsauth add acefrost511/workmemory self-improving-agentInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 3, 2026, 9:51 PM143.9s5 files scanned
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
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!
Related Skills
acefrost511/xlsx
development
VerifiedTrustedCommunity
Create, edit, analyze spreadsheets (.xlsx, .xlsm, .csv). Formulas, formatting, data analysis.
SKILL.mdUpdated Apr 3, 2026
acefrost511/using-superpowers
tools
VerifiedTrustedCommunity
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
SKILL.mdUpdated Apr 3, 2026
acefrost511/topic-to-article-kit
documentation
VerifiedTrustedCommunity
Turn a chosen AI topic into a public-account writing package: collect evidence from X/Twitter and other sources, extract high-value comments, and produce title options + structured outline written into Obsidian. Use when user asks for topic-based research and article prep.
SKILL.mdUpdated Apr 3, 2026
acefrost511/task-review-workflow
development
VerifiedTrustedCommunity
Standard PR review and merge workflow for task-driven development. Use when reviewing a programmer agent PR linked to a task, deciding merge vs change request, handling post-merge actions (Trello + branch cleanup), and sending a clear outcome handoff.
SKILL.mdUpdated Apr 3, 2026