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Install in OpenClaw
/install safe-evolver
Description
A safe AI agent evolution engine that analyzes runtime history to identify improvements and applies protocol-constrained evolution with comprehensive safety...
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install safe-evolver - After installation, invoke the skill by name or use
/safe-evolver - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is Safe Evolver?
A safe AI agent evolution engine that analyzes runtime history to identify improvements and applies protocol-constrained evolution with comprehensive safety... It is an AI Agent Skill for Claude Code / OpenClaw, with 120 downloads so far.
How do I install Safe Evolver?
Run "/install safe-evolver" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Safe Evolver free?
Yes, Safe Evolver is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Safe Evolver support?
Safe Evolver is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Safe Evolver?
It is built and maintained by kvs-GoN (@confidentkai); the current version is v1.1.1.
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