{
  "schema": "vedokrok.public-item.v1",
  "release_id": "MHC-RPUB-20260920-75ad787a",
  "url": "/knowledge/attach-evidence-to-every-skill-you-want-others-to-believe",
  "id": "MHC-D-RESEARCH-0639",
  "version": "0.1.0",
  "title": "Attach evidence to every skill you want others to believe",
  "summary": "Self-rating is cheap; evidence is harder to fake and easier to discuss.",
  "kind": "protocol",
  "body": "For each high-value skill, keep one or more evidence types: delivered artifact, before-and-after result, decision made, defect prevented, metric changed, stakeholder outcome or independent credential where relevant. Record enough context to explain your contribution without exposing confidential material.",
  "limits": [
    "Evidence must respect confidentiality, ownership and security; never export employer or client data to build a portfolio."
  ],
  "topics": [
    "union-career-portability-and-transition-readiness"
  ],
  "intents": [],
  "source_ids": [
    "RS-5C8CCADF0C9DAB5E"
  ],
  "evidence": [
    {
      "claim": "OECD 2025 and 2026 skills work supports transparent recognition of skills and more portable ways to signal learning and capability across jobs.",
      "source_id": "RS-5C8CCADF0C9DAB5E",
      "role": "supports",
      "note": "Skills-first hiring does not remove the importance of experience, regulated qualifications or occupation-specific requirements.",
      "locator": "Skills-first labour market summary"
    }
  ],
  "use_when": [
    "A profile says 'advanced', 'expert' or 'strong communicator' without inspectable proof."
  ],
  "avoid_when": [
    "Evidence must respect confidentiality, ownership and security; never export employer or client data to build a portfolio."
  ],
  "example": "'Data migration' links to a sanitized methodology, scale handled, validation approach and measurable reconciliation result instead of a proficiency bar.",
  "check": "A reviewer can ask 'what proves this?' and receive a concrete answer.",
  "steps": [
    "A reviewer can ask 'what proves this?' and receive a concrete answer."
  ],
  "sources": [
    {
      "id": "RS-5C8CCADF0C9DAB5E",
      "title": "A Skills-First Labour Market",
      "url": "https://www.oecd.org/en/publications/a-skills-first-labour-market_2e1b85f0-en.html"
    }
  ],
  "relations": [],
  "collections": [
    {
      "id": "RC-72B4F1DC8779A7DE",
      "title": "Make your skills portable before you need to move",
      "url": "/collections/make-your-skills-portable-before-you-need-to-move"
    }
  ]
}