拥有数十年物流、制造、零售和能源运营经验。已融入代理技能——可使用 Claude、OpenAI Codex、OpenClaw、Cursor、Gemini 和 26+ 平台。
概览
Evos 转化并规范了传统行业专业人士数十年积累的专业知识。该库是让 evos 代理系统像经验丰富的操作员一样运行的知识层——不是通过提示工程，而是通过编码判断、边缘案例、升级逻辑和领域特定知识，区分 20 年资深员工与新员工。每项能力都包含拥有 10-20+ 年运营经验的真实专业人士的专业知识。我们开源它，使任何平台的 AI 代理都能访问。 能力上下文真的会有影响吗？我们在同一个模型（Claude Sonnet 4）上运行了两次每个场景——一次是完整能力加载，一次完全没有域上下文。基线系统完全没有提示——只有原始场景作为用户消息，就像粘贴到Claude应用里一样。同样的场景，相同的评分标准，同样的评分器。唯一的变量是代理是否具备SKILL。
概述（AI 翻译）
为人工智能代理提供开源运营能力——由拥有数十年真实世界经验的领域专家编写。支持Claude Code、OpenClaw、Codex CLI、Cursor及任何兼容Agent Skills的平台。
这是什么
Evos 转化并规范了传统行业专业人士数十年积累的专业知识。该库是让 evos 代理系统像经验丰富的操作员一样运行的知识层——不是通过提示工程，而是通过编码判断、边缘案例、升级逻辑和领域特定知识，区分 20 年资深员工与新员工。每项能力都包含拥有 10-20+ 年运营经验的真实专业人士的专业知识。我们开源它，使任何平台的 AI 代理都能访问。
能力
| 能力 | 行业 | 场景 | 评估评分 | 描述 |
|---|---|---|---|---|
| 物流例外管理 | 物流 | 30 | 95.0% | 货运异常、运输延误、损坏、损失、承运人争议 |
| 承运商关系管理 | 物流 | 22 | 99.3% | 费率谈判、承运商评分、投资组合策略、招标流程 |
本页由 AI 翻译，技术细节请以原文为准。
README
以下为原文 README 节选，完整内容请查看原文。
Evos Capabilities
Open-source operational capabilities for AI agents — codified from domain experts with decades of real-world experience. Works with Claude Code, OpenClaw, Codex CLI, Cursor, and any Agent Skills-compatible platform.
What This Is
Evos translates and codifies decades of learned expertise, from professionals working in traditional industries. This library is the knowledge layer that makes evos agentic systems perform like experienced operators — not by prompt engineering, but by codifying the judgment calls, edge cases, escalation logic, and domain-specific knowledge that separates a 20-year veteran from a new hire. Each capability contains expertise from real professionals with 10-20+ years of operational experience. We’re open-sourcing it so any AI agent on any platform can access it.
Capabilities
| Capability | Industry | Scenarios | Eval Score | Description |
|---|---|---|---|---|
| Logistics Exception Management | Logistics | 30 | 95.0% | Freight exceptions, shipment delays, damages, losses, carrier disputes |
| Carrier Relationship Management | Logistics | 22 | 99.3% | Rate negotiation, carrier scorecarding, portfolio strategy, RFP process |
| Customs & Trade Compliance | Logistics | 28 | 90.4% | Tariff classification, duty optimisation, restricted party screening |
| Inventory Demand Planning | Retail | 24 | 93.0% | Demand forecasting, safety stock, replenishment, promotional planning |
| Returns & Reverse Logistics | Retail | 24 | 88.0% | Returns authorisation, disposition, fraud detection, vendor recovery |
| Production Scheduling | Manufacturing | 23 | 92.4% | Job sequencing, changeover optimisation, bottleneck resolution |
| Quality & Non-Conformance | Manufacturing | 26 | 91.9% | NCR investigation, root cause analysis, CAPA, SPC, supplier quality |
| Energy Procurement | Energy | 24 | 95.4% | Tariff optimisation, demand charge management, PPA evaluation |
Baseline Comparison
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安装
npx skillfish add ai-evos/agent-skills