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在 OpenClaw 中安装
/install safe-evolver
功能描述
A safe AI agent evolution engine that analyzes runtime history to identify improvements and applies protocol-constrained evolution with comprehensive safety...
安全使用建议
This package appears to do what it says: record interactions, analyze local history, and generate suggestions. Before installing or using it:
- Expect it to create ./logs and ./data directories and to persist interaction data; do not record sensitive secrets or file contents into the evolver. Change logPath/historyFile to a safe location and set restrictive file permissions if needed.
- Note that SKILL.md mentions LLM integration and export features that are not implemented in the provided index.js; if you need those capabilities, verify the upstream source or implement them yourself.
- Because it writes files, run it in a controlled environment (or container) first and review the created files to confirm no unexpected behavior. If you plan to use it in production, inspect the repository (homepage/repo) and confirm provenance before trusting logs/history data.
功能分析
Type: OpenClaw Skill
Name: safe-evolver
Version: 1.1.1
The 'safe-evolver' skill is a telemetry and logging utility designed to record and analyze AI agent interactions, such as tool calls, errors, and efficiency metrics. While the documentation (SKILL.md) describes an elaborate 'evolution engine' with LLM-based analysis, the actual implementation in index.js is a simple local logger that stores history in JSON files and provides randomized improvement suggestions. There is no evidence of data exfiltration, unauthorized execution, or prompt injection; sensitive file paths like /etc/passwd are mentioned only as illustrative examples in the documentation.
能力评估
Purpose & Capability
The package implements history recording, local analysis, suggestion generation, and logging which matches the described 'evolver' purpose. However, SKILL.md documents more advanced features (LLM integration, audit export formats, in-depth reports) that are not implemented in index.js — this is a feature-documentation mismatch but not evidence of malicious intent.
Instruction Scope
SKILL.md includes examples that reference tool calls and file reads (e.g., 'ls -la', reading '/etc/passwd') as part of recorded interaction data. The instructions do not themselves instruct the agent to perform system-wide reads or exfiltrate data, but the skill will store any interaction data you provide. Users should avoid recording sensitive file contents into the evolver's history/logs.
Install Mechanism
This is an instruction-and-code skill with no install spec beyond normal npm usage; there are no external downloads or install scripts. package.json references a GitHub repo and a homepage URL, which is normal.
Credentials
The skill requests no environment variables or credentials. SKILL.md shows an optional llm.apiKey example, but the shipped code does not use external LLM APIs or require credentials.
Persistence & Privilege
The module creates directories and writes logs/history to disk (defaults: ./logs/evolution.log and ./data/evolution_history.json). This is expected for a history-based tool but means it will persist whatever interaction data you send it—consider controlling the paths and file permissions.
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 safe-evolver - 安装完成后,直接呼叫该 Skill 的名称或使用
/safe-evolver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
v1.1.1
- ✨ 添加详细的中文文档和使用示例
- ✨ 改进报告生成算法
- ✨ 支持更多分析维度
- ✨ 优化建议的优先级算法
- 🐛 修复某些边缘情况
v1.1.0
safe-evolver 1.1.0
- Added detailed configuration options, including advanced analysis dimensions and audit settings.
- Expanded documentation with comprehensive usage examples, including error analysis, resource optimization, and report generation.
- Introduced manual and auto evolution modes with enhanced safety and audit controls.
- Improved evolution protocol: configurable safety levels, thresholds, and human-in-the-loop review support.
- New report and suggestion APIs for actionable insights and safe application of improvements.
v1.0.0
Initial release of safe-evolver:
- Introduces a secure AI agent evolution engine.
- Analyzes runtime history to identify improvement opportunities.
- Applies protocol-constrained evolution with comprehensive safety checks.
- Provides full audit logging and adheres to safety best practices.
- JavaScript API for recording interactions and generating evolution reports.
元数据
常见问题
Safe Evolver 是什么?
A safe AI agent evolution engine that analyzes runtime history to identify improvements and applies protocol-constrained evolution with comprehensive safety... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 120 次。
如何安装 Safe Evolver?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install safe-evolver」即可一键安装,无需额外配置。
Safe Evolver 是免费的吗?
是的,Safe Evolver 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Safe Evolver 支持哪些平台?
Safe Evolver 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 Safe Evolver?
由 kvs-GoN(@confidentkai)开发并维护,当前版本 v1.1.1。
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