Skill Encapsulation Technical Standard (Draft) · Open for Comments
Association Group Standard · Open for Comments
Skill is the smallest tradable unit of wisdom in the association ecosystem. To ensure Skills are composable, verifiable, priceable and traceable, the Association formulates unified encapsulation standards covering structure, interfaces, dependencies, testing, ethics declarations and compute labels.
| Component | Description | Format Requirement |
|---|---|---|
| Skill Description File | Metadata | JSON-LD, following Schema.org standards |
| Interface Definition | Input parameters, output results, error codes | OpenAPI 3.0 specification |
| Business Logic Code | Core algorithms, model weights | Python 3.9+ / Node.js 18+ |
| Dependency List | Third-party libraries, datasets | requirements.txt / package.json |
| Test Cases | Unit tests, integration tests, boundary tests | pytest / Jest |
| Ethics Declaration | Algorithm fairness, data privacy | Association unified template |
| Compute Demand Label | CPU / GPU consumption, energy grade | A–G unified energy efficiency rating |
| Grade | Definition | Applicable Scenarios | Review Requirements |
|---|---|---|---|
| L1 Public | General tools, no sensitive data processing | Translation, calculators, format conversion | Automated detection |
| L2 Filing | Processes commercial data | Smart customer service, marketing copy | Formal review + sampling test |
| L3 Review | Affects users\' substantive rights | Financial recommendations, medical consultation | Substantive review + expert evaluation |
| L4 Licensed | Involves public safety | Autonomous driving, diagnosis and treatment, low-altitude airspace | Government license + continuous supervision |
// skill.jsonld — Skill metadata description file (excerpt) { "@context": "https://schema.org", "@type": "SoftwareApplication", "name": "Aerospace Materials Multi-Physics Simulation", "identifier": "hnaia:skill:2026:000137", "provider": { "@type": "Organization", "name": "Hainan Commercial Launch Agent Lab" }, "hnaia:securityLevel": "L3", "hnaia:energyGrade": "A", "hnaia:greenCertified": true, "hnaia:crossBorderReady": true, "hnaia:guardianMemberId": "HNAIA-P-2026-0042", "offers": { "@type": "Offer", "priceCurrency": "CNY", "price": "2800", "hnaia:pricingModel": "per-call" }, "hnaia:publicWelfareRate": "0.05" }
During the open comment period for the standard draft, members and industry institutions are welcome to submit revision suggestions to info@hnaia.org. Please indicate "Skill Standard Comment—Organization—Name" in the email subject.
