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Oraclaw Evolve
作者
Whatsonyourmind
· GitHub ↗
· v1.0.0
· MIT-0
127
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install oraclaw-evolve
功能描述
Genetic Algorithm optimizer for AI agents. Multi-objective Pareto optimization for portfolio weights, pricing, hyperparameters, marketing mix — any problem w...
安全使用建议
This skill generally looks like a genetic-algorithm optimizer, but there are gaps you should resolve before installing or providing credentials: 1) Ask the publisher how the ORACLAW_API_KEY is used — what endpoint/host does the agent call, what data is sent, and what permissions the API key grants? 2) Confirm billing: the SKILL.md lists a USDC/Base payment model — who charges this, how are payments triggered, and does the agent ever require wallet keys? 3) Prefer issuing a scoped, revocable API key with minimal permissions and set expiration/monitoring if you test the skill. 4) If you need to run privately sensitive data through optimizations, verify the service's data retention and privacy policy. If the publisher cannot clearly explain the API usage and billing flow, treat the skill as untrusted.
功能分析
Type: OpenClaw Skill
Name: oraclaw-evolve
Version: 1.0.0
The skill bundle for 'oraclaw-evolve' is a standard documentation and tool definition for a Genetic Algorithm optimization service. It contains no executable code, and the instructions in SKILL.md are strictly aligned with its stated purpose of multi-objective optimization without any signs of prompt injection, data exfiltration, or malicious intent.
能力评估
Purpose & Capability
Name/description and the optimize_evolve config align with a GA optimization tool. Requesting an ORACLAW_API_KEY could be reasonable if the skill calls an external Oraclaw service, but SKILL.md contains no instructions or endpoint showing where or how the API key is used.
Instruction Scope
The runtime instructions only define optimizer parameters, rules, and expected return values — they do not instruct reading unrelated files, environment variables, or secrets beyond the declared ORACLAW_API_KEY. There is no instruction to transmit extra local data.
Install Mechanism
Instruction-only skill with no install spec or code files. This minimizes on-disk risk; nothing is downloaded or written by the skill itself.
Credentials
Only a single credential (ORACLAW_API_KEY) is required, which is proportionate if the skill calls an external API. However, SKILL.md does not document any network endpoints, API surface, or how the key is used. The manifest also advertises paid pricing in USDC on Base (x402) — payment-related details are present but the skill does not request any payment credentials or explain billing or data-economics.
Persistence & Privilege
The skill does not request always:true and does not claim to persist or modify other skills or system settings. Default autonomous invocation is allowed (platform normal).
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 oraclaw-evolve - 安装完成后，直接呼叫该 Skill 的名称或使用
/oraclaw-evolve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
- Initial release of OraClaw Evolve: a genetic algorithm optimizer for multi-objective problems.
- Supports portfolio optimization, pricing, marketing mix modeling, hyperparameter tuning, and other nonlinear or combinatorial tasks.
- Implements Pareto frontier optimization for tradeoff analysis between competing objectives.
- User-configurable options for population size, number of generations, gene length, bounds, selection and crossover methods, mutation rate, and objectives.
- Returns best solution, Pareto frontier, convergence stats, and timing information.
- Requires ORACLAW_API_KEY; pricing starts at $0.15 per optimization.
元数据
常见问题
Oraclaw Evolve 是什么？
Genetic Algorithm optimizer for AI agents. Multi-objective Pareto optimization for portfolio weights, pricing, hyperparameters, marketing mix — any problem w... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 127 次。
如何安装 Oraclaw Evolve？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install oraclaw-evolve」即可一键安装，无需额外配置。
Oraclaw Evolve 是免费的吗？
是的，Oraclaw Evolve 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Oraclaw Evolve 支持哪些平台？
Oraclaw Evolve 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 Oraclaw Evolve？
由 Whatsonyourmind（@whatsonyourmind）开发并维护，当前版本 v1.0.0。
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