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Self Improvement
作者
biocrfhkust-cloud
· GitHub ↗
· v0.1.0
· MIT-0
215
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install self-improving-agent-2
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
This skill appears to do what it claims, but review a few things before enabling hooks: 1) Inspect scripts (activator.sh, error-detector.sh, extract-skill.sh) locally to confirm you’re comfortable with their behavior and make them executable only if appropriate. 2) Be aware CLAUDE_TOOL_OUTPUT may contain command output (potentially secrets); the skill only scans for error patterns but your .learnings/ files may end up containing snippets of tool output—avoid logging sensitive data. 3) When enabling the OpenClaw/agent hook, enable it consciously (it will inject reminders into sessions you opt into). 4) If you plan to run extract-skill.sh, run with --dry-run first and ensure the output directory is within the workspace you intend (the script enforces relative paths). 5) As with any third-party repo, consider vetting the GitHub source and commit history before cloning into ~/.openclaw/skills.
功能分析
Type: OpenClaw Skill
Name: self-improving-agent-2
Version: 0.1.0
The skill bundle is a comprehensive framework for agent self-improvement, allowing an AI to log errors, learnings, and feature requests to markdown files. It includes scripts for error detection (error-detector.sh) and automated skill creation (extract-skill.sh) with proper path validation and naming restrictions to prevent directory traversal. The instructions guide the agent to maintain a persistent memory by updating workspace files like SOUL.md and AGENTS.md, which is consistent with the stated purpose of continuous learning within the OpenClaw ecosystem and lacks any indicators of malicious intent or data exfiltration.
能力评估
Purpose & Capability
Name/description (capture learnings, errors, promote to workspace files) align with what is included: logging templates, hook handlers that inject reminders, an activator and error-detector script, and a helper to extract skills. Nothing in the bundle requires unrelated capabilities such as cloud credentials or network access.
Instruction Scope
SKILL.md and the hooks/scripts restrict behavior to: injecting a virtual reminder at bootstrap, printing lightweight reminders on prompt/command lifecycle events, scanning tool output for error-like patterns, and scaffolding skill files locally. Scripts read CLAUDE_TOOL_OUTPUT (expected platform variable) and create files under relative paths; they do not transmit data externally or access unrelated system config.
Install Mechanism
No automated remote installer or download-from-arbitrary-URL is used. Installation is manual (git clone or clawdhub). All included scripts are present in the repo; no extract-from-unknown-URL behavior was found.
Credentials
The skill declares no required env vars or credentials. The scripts rely on platform-provided CLAUDE_TOOL_OUTPUT to detect errors, which is appropriate for an error-detection hook. No unrelated secret or credential access is requested.
Persistence & Privilege
The skill is not always-enabled and requires opt-in hook configuration. The hook/handler injects a virtual bootstrap file when enabled but does not modify other skills' configs or request elevated/system-wide privileges.
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-improving-agent-2 - 安装完成后，直接呼叫该 Skill 的名称或使用
/self-improving-agent-2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
v0.1.0
Initial release of the self-improving-agent-2 skill, enabling systematic logging and promotion of learnings, errors, and feature requests:
- Provides Markdown-based templates and workflow for continuous learning and self-improvement.
- Organizes logs into `.learnings/LEARNINGS.md`, `ERRORS.md`, and `FEATURE_REQUESTS.md`.
- Documents when and how to log errors, corrections, missing features, outdated knowledge, and best practices.
- Outlines promotion of important learnings to project-wide memory files including `CLAUDE.md`, `AGENTS.md`, and `SOUL.md`.
- Includes setup and integration steps for both OpenClaw and generic agent environments.
- Details structured entry formats, ID conventions, and resolution workflow for effective tracking and improvement.
元数据
常见问题
Self Improvement 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 215 次。
如何安装 Self Improvement？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install self-improving-agent-2」即可一键安装，无需额外配置。
Self Improvement 是免费的吗？
是的，Self Improvement 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Self Improvement 支持哪些平台？
Self Improvement 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 Improvement？
由 biocrfhkust-cloud（@biocrfhkust-cloud）开发并维护，当前版本 v0.1.0。
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