Update to Aivana CIO Decision Twin

{
  "name": "confidence-heatmap-intelligence",
  "description": "Create an evidence and confidence heatmap for recommendations, risks, decisions and executive claims. Use when the user needs confidence heatmap intelligence for CIO decision support.",
  "included_files": [
    {
      "relative_path": "agents/openai.yaml",
      "size_in_bytes": 147
    }
  ],
  "skill_md_contents": "---\nname: confidence-heatmap-intelligence\ndescription: Create an evidence and confidence heatmap for recommendations, risks, decisions and executive claims. Use when the user needs confidence heatmap intelligence for CIO decision support.\n---\n\n# Confidence Heatmap Intelligence\n\n## Mission\n\nMake uncertainty visible so leaders know which recommendations are solid and which require validation.\n\n## Inputs\n\nAccept reports, recommendations, decision memos, risk analyses, project updates, board packs and mixed enterprise context.\n\n## Workflow\n\n1. Extract claims, findings, recommendations and decisions.\n2. Assess evidence strength, source diversity, recency, specificity and contradiction level.\n3. Rate confidence as high, medium or low.\n4. Identify which low-confidence items still require urgent action.\n5. Recommend validation actions.\n\n## Output Format\n\n- Executive Summary\n- Confidence Heatmap\n- High-Confidence Findings\n- Medium-Confidence Findings\n- Low-Confidence but High-Impact Items\n- Validation Actions\n- Evidence & Assumptions\n\n## Guardrails\n\nLow confidence does not mean low importance. Highlight high-impact uncertainty.\n"
}