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在 OpenClaw 中安装
/install self-improving-1-2-16
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
Install only if you want the agent to keep long-term local memory of corrections, preferences, and work patterns. Review edits to AGENTS.md, SOUL.md, and HEARTBEAT.md, inspect ~/self-improving/ periodically, avoid storing sensitive information there, and treat “forget everything” carefully because the artifacts may export memory before deleting it.
能力评估
Purpose & Capability
The local memory, correction logging, self-reflection, and heartbeat maintenance match the stated self-improving-agent purpose.
Instruction Scope
Instructions tell the agent to log corrections and write learned patterns automatically, and the delete-all flow is inconsistent about whether memory export is optional.
Install Mechanism
No executable scripts or required binaries are included; setup creates files under ~/self-improving/ and may install a separate Proactivity skill only after user agreement.
Credentials
The skill writes durable home-directory memory and edits AGENTS.md, SOUL.md, and HEARTBEAT.md steering, which is purpose-aligned but affects future sessions and should be explicitly reviewed.
Persistence & Privilege
Cross-session memory and heartbeat state are central to the skill, but the wipe path can create an exported copy of learned data without a clearly specified path or opt-out in all instructions.
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-1-2-16 - 安装完成后，直接呼叫该 Skill 的名称或使用
/self-improving-1-2-16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-Improving + Proactive Agent version 1.2.16 clarifies workflow and safety rules:
- Clarifies setup flow for proactive follow-through and safer installation behavior.
- Expanded documentation on memory architecture, usage triggers, and self-reflection routines.
- Improved guidance for tiered memory promotion/demotion and conflict resolution.
- Explicit rules for transparency, compaction, and namespace isolation.
- Added table-based quick references, traps to avoid, and clear boundaries on skill scope and data storage.
元数据
常见问题
Self Improving 1.2.16 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 2810 次。
如何安装 Self Improving 1.2.16？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install self-improving-1-2-16」即可一键安装，无需额外配置。
Self Improving 1.2.16 是免费的吗？
是的，Self Improving 1.2.16 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Self Improving 1.2.16 支持哪些平台？
Self Improving 1.2.16 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 Self Improving 1.2.16？
由 Taron M.（@taron-ai）开发并维护，当前版本 v1.0.0。
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