ai-evos/agent-skills
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Decades of operational expertise from logistics, manufacturing, retail and energy. Codified into agent skills - Works with Claude, OpenAI Codex, OpenClaw, Cursor, Gemini, and 26+ platforms.
개요
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. Does the capability context actually make a difference? We ran every scenario twice on the same model (Claude Sonnet 4) — once with the full capability loaded, once with no domain context at all. The baseline receives zero system prompt — just the raw scenario as a user message, exactly like pasting it into the Claude application. Same scenarios, same rubric, same grader. The only variable is whether the agent has the SKILL.
README
원문 README의 일부입니다. 원문 보기.
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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설치
npx skillfish add ai-evos/agent-skills