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Handy01 Self Improving Agent

Name: Handy01 Self Improving Agent
Author: handy01

作者 handy01 · GitHub ↗ · v1.0.2 · MIT-0

cross-platform ✓ 安全检测通过

157

总下载

当前安装

版本数

在 OpenClaw 中安装

/install handy01-self-improving-agent

功能描述

Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.

使用说明 (SKILL.md)

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!

安全使用建议

This skill appears coherent and local: before installing, confirm you are comfortable with it creating and appending to files in the agent workspace (default /root/.openclaw/workspace/improvement_log.md and SOUL.md). Note that "automatic analysis" requires the host agent to call analyze_conversation or otherwise integrate the skill — the included code does not autonomously monitor conversation streams. There are no network calls or credential requirements in the code, but if you plan to use it in environments with sensitive conversation data, review or change the workspace path and confirm storage/retention policies meet your privacy requirements.

功能分析

Type: OpenClaw Skill Name: handy01-self-improving-agent Version: 1.0.2 The skill bundle provides a straightforward mechanism for an agent to log performance insights and generate improvement reports. The code in self_improving.py performs basic heuristic analysis on conversation text and manages local log files within the expected OpenClaw workspace directory, with no evidence of network activity, data exfiltration, or malicious instructions.

能力评估

ℹ Purpose & Capability

Name/description match the included Python implementation: analyzing conversations, logging improvements, suggesting SOUL.md updates, and generating reports. No unrelated credentials, binaries, or installs are requested. Note: SKILL.md states the skill "automatically analyzes conversations after each session" but the Python code provides methods (analyze_conversation) and a CLI — it does not itself hook into a session stream or run a background monitor. Integration is required to achieve automatic analysis.

ℹ Instruction Scope

SKILL.md instructions and the code stay within the stated scope: analyzing text, appending to an improvement_log.md, reading/writing SOUL.md, and producing reports. The skill writes to and reads from files under a workspace (default /root/.openclaw/workspace). This file I/O is expected for its purpose but means conversation-derived insights and manual logs will be stored on disk in that workspace.

✓ Install Mechanism

No install spec is provided (instruction-only with an included code file). No external downloads, package installs, or archive extraction occur — lowest install risk.

✓ Credentials

The skill requests no environment variables or credentials. It uses a default workspace path; no access to unrelated secrets or system config is requested.

✓ Persistence & Privilege

always is false and the skill does not request permanent platform-wide privileges. It reads/writes files only within its workspace and does not modify other skills or global agent configuration.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install handy01-self-improving-agent
安装完成后，直接呼叫该 Skill 的名称或使用 /handy01-self-improving-agent 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.2

- Internal metadata (_meta.json) updated with no changes to user-facing documentation or features. - Version number and SKILL.md content remain unchanged.

v1.0.1

Update

元数据

Slug handy01-self-improving-agent

版本 1.0.2

许可证 MIT-0

累计安装 1

当前安装数 1

历史版本数 2

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