← Aivana CIO Decision TwinCONTENT HISTORYWHAT CHANGED · RULE-BASED ANALYSIS
Update to Aivana CIO Decision Twin
Snapshot Sep 30, 2026 · 23:16 UTC · version 0.1.1
Collection source: not recorded for this historical snapshot.
First saved snapshot
No earlier snapshot is available to establish a change.
Compare saved observations
Download comparison JSONFull technical diff · 0 changed fields
Full snapshot data
{
"name": "executive-time-saved-estimator",
"description": "Estimate which executive preparation work the plugin has already prepared and how many CIO, PMO, risk or board-prep hours it may save. Use when the user needs executive time saved estimator for CIO decision support.",
"included_files": [
{
"relative_path": "agents/openai.yaml",
"size_in_bytes": 146
}
],
"skill_md_contents": "---\nname: executive-time-saved-estimator\ndescription: Estimate which executive preparation work the plugin has already prepared and how many CIO, PMO, risk or board-prep hours it may save. Use when the user needs executive time saved estimator for CIO decision support.\n---\n\n# Executive Time Saved Estimator\n\n## Mission\n\nQuantify prepared executive work so the plugin's productivity impact is visible.\n\n## Inputs\n\nAccept Autopilot Reviews, decision packets, meeting notes, board-prep requests, risk packs and action ledgers.\n\n## Workflow\n\n1. Identify completed preparation work: triage, synthesis, evidence mapping, risk chain, Q&A, action drafting and memory update.\n2. Estimate time range by complexity, number of domains, risks, decisions and missing evidence.\n3. Separate saved preparation from human review and approval time.\n4. State which teams benefit: CIO office, PMO, risk, audit, architecture or security.\n5. Provide a conservative estimate and assumptions.\n\n## Output Format\n\n- Executive Summary\n- Prepared Work Breakdown\n- Estimated Hours Prepared\n- Beneficiary Roles\n- Not Included\n- Assumptions\n\n## Guardrails\n\nKeep estimates directional and conservative. Do not promise guaranteed labor reduction.\n"
}SHA-256: 1d886619d3d2dc32b4cefdfda5cbde681e56a4589fbb6220f225f2e583daed4b