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在 OpenClaw 中安装
/install muguozi1-openclaw-self-improving
功能描述
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...
安全使用建议
This skill is coherent for building a local, persistent 'self‑improving' memory: it will create and read/write files in ~/self-improving/ and may update workspace docs (AGENTS.md, SOUL.md, HEARTBEAT.md) in a non-destructive way. Before installing or enabling it, review the included boundaries.md (it explicitly forbids storing credentials and sensitive categories) and confirm you are comfortable with a persistent local store. Ask the agent to preview the exact file edits it will make, and require explicit consent before it runs any install command (e.g., 'clawhub install proactivity') or before exporting/zipping memory for sharing. If you have sensitive data on the machine, consider running the skill in a restricted workspace or adjust the templates to exclude directories you do not want scanned or stored.
功能分析
Type: OpenClaw Skill
Name: muguozi1-openclaw-self-improving
Version: 1.0.0
The skill implements a persistent memory system that requires the agent to perform self-modification of its core configuration files (AGENTS.md, SOUL.md) and establish a recurring maintenance loop via HEARTBEAT.md. It creates a state directory in the user's home folder (~/self-improving/) and provides detailed instructions for the agent to autonomously manage, compact, and promote data within this directory. While the documentation (specifically boundaries.md) explicitly prohibits the storage of sensitive information like credentials, the requirement for the agent to alter its own fundamental steering and ensure its own persistence constitutes a high-risk capability without a strictly benign profile.
能力评估
Purpose & Capability
The skill's name and description (self-reflection, learning, memory) align with its requests and behavior: it creates and uses ~/self-improving/ and workspace AGENTS/SOUL/HEARTBEAT snippets for storing corrections, memory, and heartbeat state. No unrelated credentials or binaries are requested.
Instruction Scope
SKILL.md explicitly instructs the agent to read and write files under ~/self-improving/ and to non-destructively edit workspace files (AGENTS.md, SOUL.md, HEARTBEAT.md). That behavior is consistent with a self-improvement memory skill, but it does grant the skill filesystem read/write and the ability to generate exports/archives (e.g., 'Export memory', 'Forget everything' flow). The skill also recommends optionally installing a separate 'Proactivity' skill via 'clawhub install proactivity' only after explicit user consent.
Install Mechanism
There is no automated install spec; this is instruction-first with a local setup flow (mkdir, file templates) and two small example/test scripts. No remote download/install is performed automatically by the skill itself.
Credentials
The skill requests no environment variables, credentials, or external tokens. The only declared config paths (~/self-improving/ and optional workspace files) are appropriate for a persistent local memory feature.
Persistence & Privilege
The skill creates and maintains persistent files under the user's home and updates workspace docs. It does not use 'always: true' and does not request elevated platform privileges, but it does establish a durable local state (memory files, heartbeat state) which the agent will load and modify over time — expected for this purpose but something the user should be aware of.
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 muguozi1-openclaw-self-improving - 安装完成后,直接呼叫该 Skill 的名称或使用
/muguozi1-openclaw-self-improving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
- Clarified setup flow to support proactive agent follow-through and ensure safer installation behavior.
- Improved documentation on memory structure, rules for logging corrections, and self-reflection criteria.
- Expanded quick reference and query actions for better usability.
- Detailed automatic pattern promotion/demotion and conflict resolution logic.
- Added explicit boundaries to prevent accidental handling of credentials or sensitive data.
元数据
常见问题
Muguozi1 Openclaw Self Improving 是什么?
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 239 次。
如何安装 Muguozi1 Openclaw Self Improving?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install muguozi1-openclaw-self-improving」即可一键安装,无需额外配置。
Muguozi1 Openclaw Self Improving 是免费的吗?
是的,Muguozi1 Openclaw Self Improving 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Muguozi1 Openclaw Self Improving 支持哪些平台?
Muguozi1 Openclaw Self Improving 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(linux, darwin, win32)。
谁开发了 Muguozi1 Openclaw Self Improving?
由 muguozi1(@muguozi1)开发并维护,当前版本 v1.0.0。
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