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在 OpenClaw 中安装
/install rotifer-self-evolving-agent
功能描述
Your Agent evolves itself — scans capabilities, benchmarks against Arena rankings, and upgrades automatically
安全使用建议
This skill is coherent with its stated purpose but relies on running remote code (npx @rotifer/mcp-server) and reading your local agent configuration (~/.rotifer/). Before installing or running it: 1) review the referenced package source on GitHub and verify the npm dist.integrity value; 2) back up and inspect ~/.rotifer for secrets or tokens that could be exposed; 3) run the skill first in an isolated environment (or container) to observe network traffic and file writes; 4) prefer installing only if you trust the Rotifer project or are comfortable auditing the MCP server code yourself. If you cannot verify the remote package, treat the runtime npm fetch as an unacceptable risk.
功能分析
Type: OpenClaw Skill
Name: rotifer-self-evolving-agent
Version: 2.2.1
The skill implements a 'self-evolving' agent architecture that fetches and executes remote code via 'npx @rotifer/[email protected]' and includes tools like 'install_gene' to modify local configurations in '~/.rotifer/'. While the documentation (SKILL.md) describes these actions as performance-driven upgrades requiring user confirmation, the inherent capability to download, execute, and install arbitrary components ('Genes') from remote endpoints (rotifer.dev) represents a high-risk execution pattern and a potential supply chain vulnerability.
能力评估
Purpose & Capability
Name/description match the requested capabilities: scanning local agent configuration, querying Arena rankings, and proposing upgrades. Reading ~/.rotifer and contacting rotifer.dev are consistent with the described purpose. However, the skill delegates core behavior to an npm package fetched at runtime, so the true capabilities depend on that remote code.
Instruction Scope
SKILL.md limits actions to listing local agents/genes, comparing against Arena data, and only writing under ~/.rotifer with user confirmation. It explicitly calls out network:outbound and running `npx @rotifer/mcp-server`. The instructions are high-level and delegate the real work to the MCP server package — the runtime behavior is therefore opaque unless you inspect that package.
Install Mechanism
No static install; the skill runs `npx @rotifer/[email protected]` at runtime which downloads and executes code from npm on first use. An npm package is a moderate-risk install mechanism: it is standard but executes remote code. The SKILL.md mentions verifying dist.integrity, which helps, but the runtime fetch remains a notable risk.
Credentials
No env vars or credentials are declared, and the skill claims to use only a Supabase anon key. However, it reads ~/.rotifer/ (local agent configuration) — that directory could contain other skills' configuration, API keys, or tokens. Although the SKILL.md asserts local data won't be transmitted, that guarantee depends on the fetched MCP server code being honest; reading local config is proportional for the feature but raises confidentiality risks.
Persistence & Privilege
always is false and there is no install spec writing system-wide files. The skill asserts writes are limited to ~/.rotifer/ and require explicit user confirmation. Autonomous invocation (model calls) is allowed by default; that alone is not flagged, but combined with runtime npm execution it increases blast radius if the fetched package is malicious.
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 rotifer-self-evolving-agent - 安装完成后，直接呼叫该 Skill 的名称或使用
/rotifer-self-evolving-agent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
v2.2.1
Fix code block rendering — add language tags for proper syntax highlighting on ClawHub
v2.2.0
- Added detailed documentation and usage examples to SKILL.md, covering all core commands and features.
- Clarified how the Agent scans, benchmarks, and evolves its own capabilities using Arena rankings and Genes.
- Explained capability types, fitness calculations, and overall workflow of the evolution process.
- Expanded security, permissions, and data handling sections for greater transparency.
- Updated runtime dependency to use @rotifer/[email protected] and linked relevant resources.
元数据
常见问题
Rotifer Self Evolving Agent 是什么？
Your Agent evolves itself — scans capabilities, benchmarks against Arena rankings, and upgrades automatically. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 135 次。
如何安装 Rotifer Self Evolving Agent？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install rotifer-self-evolving-agent」即可一键安装，无需额外配置。
Rotifer Self Evolving Agent 是免费的吗？
是的，Rotifer Self Evolving Agent 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Rotifer Self Evolving Agent 支持哪些平台？
Rotifer Self Evolving Agent 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 Rotifer Self Evolving Agent？
由 Xiaoba（@xiaoba-dev）开发并维护，当前版本 v2.2.1。
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