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Self Improving Local
作者
reknottycat
· GitHub ↗
· v1.0.0
· MIT-0
98
总下载
0
收藏
1
当前安装
1
版本数
在 OpenClaw 中安装
/install self-improving-local
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
What to consider before installing: (1) This is an instruction-only skill that will create and maintain a folder at ~/self-improving and will read/write files there (memory.md, corrections.md, heartbeat-state.md, index.md, etc.). Back up any existing files with the same paths if you care about them. (2) The skill also suggests non-destructive edits to workspace files (AGENTS.md, SOUL.md, HEARTBEAT.md); review diffs after first run to confirm it only inserts the intended snippets. (3) It may propose installing a companion 'Proactivity' skill via 'clawhub install proactivity' — that is a separate network install and should only be allowed if you trust that companion. (4) No credentials or external endpoints are requested by this skill, and there are no bundled downloads, which reduces supply-chain risk. (5) If you want stricter control, run the setup steps manually rather than permitting the agent to modify files autonomously, and keep the skill in Passive mode (as the setup recommends).
能力评估
Purpose & Capability
The skill claims to implement self-reflection, learning, and a local memory system and the runtime instructions match that purpose: creating ~/self-improving, managing memory.md/corrections.md/heartbeat-state.md, and loading/saving per-project/domain notes. There are no unrelated credential or binary requirements.
Instruction Scope
The SKILL.md instructs the agent to read and write files in the user's home directory (~/self-improving/) and to update workspace files (AGENTS.md, SOUL.md, HEARTBEAT.md). Those actions are coherent with the feature, but they are persistent filesystem and workspace modifications — the user should expect the skill to create and modify local files. The skill also instructs the agent to run 'clawhub install proactivity' only after explicit user approval; this is an optional network operation outside the core skill.
Install Mechanism
There is no install spec and no code files — this is instruction-only. That minimizes supply-chain risk. The only install-like action is an optional user-approved 'clawhub install proactivity' command referenced in setup; the skill itself does not include downloads or extract steps.
Credentials
The skill requests no environment variables, no secrets, and no special binaries. Metadata references a config path (~/self-improving/) which is proportional to a local memory system. No unrelated credentials or system paths are requested.
Persistence & Privilege
The skill intentionally creates persistent local state (~/self-improving/) and will load memory.md (HOT) on session start. always:false (normal). Although this persistence is expected for the feature, it means the skill will retain long-term data on disk and modify workspace steering files; users should be aware and be comfortable with an agent writing to their home and project files.
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-local - 安装完成后，直接呼叫该 Skill 的名称或使用
/self-improving-local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
- Clarifies setup flow for proactive agent follow-through and safer installation.
- Specifies directory structure and file roles for memory management.
- Details when and how to log corrections, preferences, and self-reflections.
- Outlines tiered memory storage with promotion, demotion, and isolation rules.
- Adds transparency and security boundaries for all learning and memory operations.
- Explains supported user queries and graceful handling of storage limits.
元数据
常见问题
Self Improving Local 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 98 次。
如何安装 Self Improving Local？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install self-improving-local」即可一键安装，无需额外配置。
Self Improving Local 是免费的吗？
是的，Self Improving Local 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Self Improving Local 支持哪些平台？
Self Improving Local 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 Local？
由 reknottycat（@reknottycat）开发并维护，当前版本 v1.0.0。
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