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operator agent

Autonomous process-improvement agent that diagnoses workflow breakdowns, recommends the highest-impact fix, and generates a control package.

Core trick

Walks DMAIC stages with a model to find the highest-impact workflow fix, then emits dashboard, alert, and SOP artifacts.

Evidence

README matched "Built with Opus 4.7": > Built by David Tanis for the _Built with Opus 4.7_ hackathon by Anthropic. Powered by **Claude Opus 4.7**.

Tags

ZLDA-Group/operator-agent★ 00 forksTypeScriptMITCreated Apr 22, 2026 · last push Apr 27, 2026

README excerpt

# OpsAdvisor

**Live demo: <https://opsadvisor.netlify.app/>**

OpsAdvisor is an operations advisor for any organization that runs a workflow — businesses, hospitals, schools, non-profits, and government agencies. It helps owners, administrators, and program leads diagnose where a workflow is leaking, identify the highest-impact operational fix, and leave behind controls (dashboard, alerts, SOP) to make the improvement stick.

> Built by David Tanis for the _Built with Opus 4.7_ hackathon by Anthropic. Powered by **Claude Opus 4.7**.

> **Naming note.** The repository / internal codename is `operator-agent`. The product name shown in the UI, exported reports, and emails is **OpsAdvisor**.

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## What it does

OpsAdvisor compresses a DMAIC-style diagnosis (Define → Measure → Analyze → Improve → Control) into a single guided run that produces a structured, deterministic report:

- **Executive summary** — headline finding, business impact, primary cause, first action, monitoring plan
- **Define** — workflow, business problem, affected group, success metric, scope
- **Measure** — current-state metrics with a citable industry benchmark
- **Analyze** — top leakage point, three ranked root causes, supporting comparison, segment insight
- **Improve** — first action, expected effect, owner, plus a workflow SOP draft
- **Control** — dashboard metrics, alert rules with severities, ongoing monitoring plan, prioritized actions

The output payload (`GeneratedOutputPayload`) is shape-chec