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在 OpenClaw 中安装
/install self-improvement-vic
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 says: create and maintain local .learnings files and optionally integrate with OpenClaw. The main risks are accidental data leakage when promoting or sharing learnings or when enabling hooks that run automatically. Before installing or enabling the hook: (1) inspect any hook scripts you copy from the GitHub repo to ensure they don't exfiltrate data, (2) avoid logging raw transcripts, secrets, tokens, or full config files — follow the SKILL.md advice to redact/summarize, and (3) only enable cross-session sharing (sessions_send, sessions_history) in trusted environments. If you plan to use the manual git clone or copy hooks, review that repository contents locally before enabling any automated behavior.
功能分析
Type: OpenClaw Skill
Name: self-improvement-vic
Version: 2.0.0
The self-improvement skill is a productivity tool designed to help AI agents log errors, corrections, and learnings into local markdown files. The SKILL.md file contains standard bash commands for directory and file initialization and includes explicit security instructions to avoid logging secrets, tokens, or private keys. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found; the logic is entirely consistent with its stated purpose of maintaining a local 'project memory'.
能力评估
Purpose & Capability
The name/description (capture learnings, errors, corrections) aligns with the instructions: create .learnings/ files, append entries, and optionally promote learnings to workspace docs. The only external resource referenced for manual install is a public GitHub repo, which is coherent with the described OpenClaw integration.
Instruction Scope
SKILL.md instructs the agent to create and update .learnings/ files in the project or ~/.openclaw/workspace and to promote learnings to workspace files or share across sessions. It also references inter-session tools (sessions_history, sessions_send). The doc explicitly warns not to log secrets and to sanitize summaries, but much of the sanitization is left to the agent/installer — this creates a data-exfiltration risk if users or the agent log raw transcripts or secrets when promoting or sending learnings.
Install Mechanism
This is instruction-only (no install spec). The doc mentions an optional manual git clone from a GitHub repo and copying hooks into ~/.openclaw/hooks. Those are explicit manual steps and use a well-known host; there is no automatic download/install declared by the registry entry.
Credentials
The skill requires no environment variables, credentials, or config paths beyond writing files into the project or the user's OpenClaw workspace (~/.openclaw/workspace and ~/.openclaw/hooks if the user opts in). File-system writes are proportional to the stated logging purpose, but these writes can expose sensitive info if not sanitized.
Persistence & Privilege
always:false (no forced inclusion). The skill documents an optional 'hook' that, if installed and enabled by the user, will run automatically at session start — that increases persistence. Because enabling hooks requires an explicit action (copy + openclaw hooks enable), this is an opt-in risk; users should inspect hook code before enabling.
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-vic - 安装完成后，直接呼叫该 Skill 的名称或使用
/self-improvement-vic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
v2.0.0
Version 2.0.0 of Self-Improvement Skill introduces major enhancements for structured error and learning capture across projects:
- Expanded and clarified logging procedures for learnings, errors, and feature requests, including strict privacy guidance.
- Added initialization instructions to ensure necessary `.learnings/` files are always present before logging.
- Introduced structured logging formats for learnings and errors, supporting categories, summaries, metadata, and cross-referencing.
- Detailed guidance for promoting important learnings to project memory files (e.g., SOUL.md, AGENTS.md, TOOLS.md).
- Comprehensive setup and integration documentation for both OpenClaw and generic agent environments.
- Optional workflow hook instructions for automatic reminders and setup assistance.
- Stronger recommendations for cross-session learning sharing, including privacy best practices.
元数据
常见问题
Self-Improvement Plus 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 94 次。
如何安装 Self-Improvement Plus？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install self-improvement-vic」即可一键安装，无需额外配置。
Self-Improvement Plus 是免费的吗？
是的，Self-Improvement Plus 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Self-Improvement Plus 支持哪些平台？
Self-Improvement Plus 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 Plus？
由 chungvic（@chungvic）开发并维护，当前版本 v2.0.0。
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