{"id":19209,"plugin_id":"plugins_6a92f40359bc81919e5b41b1451ec501","kind":"skill","collection_source":null,"comparison_source":null,"observed_at":"2026-09-30T23:15:23.604Z","digest":"1af1f746aa20e8d95cbaa7d0db904f63fb1c212507a071f20ebe89fd09b337b7","against":null,"payload":{"description":"Use when building or running a closed-loop autonomous Power BI planning cycle that refreshes actuals, forecast, gap detection, scenarios, actions, tracking, learning, and the next plan without changing PBIX files directly.","included_files":[{"relative_path":"agents/openai.yaml","size_in_bytes":143}],"name":"powerbi-autonomous-planning-loop","skill_md_contents":"---\r\nname: powerbi-autonomous-planning-loop\r\ndescription: Use when building or running a closed-loop autonomous Power BI planning cycle that refreshes actuals, forecast, gap detection, scenarios, actions, tracking, learning, and the next plan without changing PBIX files directly.\r\n---\r\n\r\n# Power BI Autonomous Planning Loop\r\n\r\nUse this skill when the user wants planning to run as a recurring control cycle rather than a one-time forecast.\r\n\r\n## Loop\r\n\r\n1. **Observe**: load actuals, open backlog, forecast outputs, model quality, overrides, and action status.\r\n2. **Forecast**: run or reuse `Invoke-PowerBIAIForecast.ps1`.\r\n3. **Detect**: identify gaps to budget, roll, prior year, and committed actions.\r\n4. **Simulate**: create target, base, risk, and rescue scenarios.\r\n5. **Decide**: classify items as trusted, challenge, rescue, de-risk, or advisory.\r\n6. **Act**: create action records with owner hints, probability, impact, and due date.\r\n7. **Learn**: compare outcomes to forecast and update trust, bias, and readiness signals.\r\n8. **Repeat**: preserve a versioned run record for the next cycle.\r\n\r\n## Required artifacts\r\n\r\n- `planning-run-log.csv`\r\n- `planning-gap-detection.csv`\r\n- `planning-decisions.csv`\r\n- `planning-learning-events.csv`\r\n\r\n## Guardrails\r\n\r\n- Keep every run immutable and timestamped.\r\n- Never overwrite management numbers; store autonomous recommendations separately.\r\n- Stop autonomous action recommendations when readiness is below threshold.\r\n"},"changes":[],"summary":"First saved snapshot. No earlier version is available for comparison.","summary_kind":"deterministic","summary_metadata":{}}