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Self Improving Agent
作者
mike5230Odense
· GitHub ↗
· v1.0.0
20895
总下载
9
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install self-improvement
功能描述
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
安全使用建议
Install only if you want persistent self-improvement logs and future-agent memory updates. Prefer project-local setup over global ~/.claude hooks, narrow any hook matcher, review hook scripts before enabling them, redact secrets and personal data before logging, and require human review before adding any learning to CLAUDE.md, AGENTS.md, SOUL.md, TOOLS.md, or copilot instruction files.
能力评估
Credentials
Local .learnings storage is coherent with the purpose, but guidance also references cross-session transcript access, sending learnings between sessions, spawning sessions, and modifying workspace prompt files without strong scoping or data-minimization controls.
Install Mechanism
Normal installation is disclosed, and hooks are described as opt-in, but the hook examples use empty matchers for every prompt and include a user-level ~/.claude/settings.json option that can make the behavior global and persistent.
Instruction Scope
The skill uses broad triggers like corrections, command failures, feature requests, and knowledge gaps, asks for 'Full context' in entries, and says to 'Promote aggressively' without requiring privacy review, redaction, or human approval before persistence.
Persistence & Privilege
The package did not show credential theft, external exfiltration, destructive commands, or automatic backdoor installation, but it deliberately creates durable learning state and can influence future agent behavior through persistent instruction files and optional hooks.
Purpose & Capability
The self-improvement purpose matches learning logs, hook reminders, and a skill-extraction helper, but the workflow extends to durable storage of conversation/error context and promotion into agent context files such as CLAUDE.md, AGENTS.md, SOUL.md, and TOOLS.md.
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 self-improvement - 安装完成后，直接呼叫该 Skill 的名称或使用
/self-improvement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
v1.0.0
Self-Improvement Skill v1.0.0 — initial release
- Provides a structured system for logging errors, learnings, and feature requests to markdown files.
- Defines clear actions and file formats for different scenarios: errors, user corrections, feature requests, outdated knowledge, and best practices.
- Integrates with the OpenClaw platform for automatic skill loading, memory management, and inter-session communication.
- Offers guidelines for promoting important or broadly applicable learnings to project-level files like AGENTS.md, SOUL.md, and TOOLS.md.
- Includes setup instructions for both OpenClaw and generic agent-based environments.
元数据
常见问题
Self Improving Agent 是什么？
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 20895 次。
如何安装 Self Improving Agent？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install self-improvement」即可一键安装，无需额外配置。
Self Improving Agent 是免费的吗？
是的，Self Improving Agent 完全免费（开源免费），可自由下载、安装和使用。
Self Improving Agent 支持哪些平台？
Self Improving Agent 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Self Improving Agent？
由 mike5230Odense（@mike5230odense）开发并维护，当前版本 v1.0.0。
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