Update README.md

README.md

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-# ClarityOps (LLM-Only)
-
-ClarityOps runs fully inside an LLM chat:
-1) User pastes a scenario and optionally attaches data files (CSV/XLSX/PDF).
-2) **Phase 1**: ClarityOps reads everything and asks up to 5 grouped clarification questions.
-3) User answers in the chat.
-4) **Phase 2**: ClarityOps produces a validated, structured analysis.
-
-No external code, servers, or UI — all interaction is conversational.
-
-## How to use (operator playbook)
-
-**Turn 1 (User):** Paste the scenario using `/prompts/user_scenario_template.txt`. Attach any files.
-
-**Turn 2 (Model):** ClarityOps returns **Phase 1: Clarification Questions** (≤5, grouped). It stops and waits.
-
-**Turn 3 (User):** Reply using `/prompts/answer_clarifications_template.txt`.
-
-**Turn 4 (Model):** ClarityOps returns **Phase 2: Structured Analysis** in the exact format from `/prompts/phase2_format.txt`.
-
-### Notes
-- The **system prompt** (`/prompts/system_master.txt`) enforces the two-phase behavior, numerical transparency, units, and medical guardrails.
-- The **schema** (`/schemas/phase2_output.schema.json`) is provided as a reference shape that the model mirrors in Phase 2. (The LLM follows it; there’s no external validator.)
-- The **guardrails** (`/policies/medical_guardrails.md`) define units, ranges, privacy, and recommendation style.
-
-
+---
+title: ClarityOps (LLM-Only)
+emoji: 🏥
+colorFrom: blue
+colorTo: indigo
+sdk: gradio
+sdk_version: "4.44.0"
+app_file: app.py
+pinned: true
+---
+
+# ClarityOps — Two-Phase Medical Analyst (Prompt-Only)
+
+This Space runs entirely in chat:
+1) Paste a scenario and (optionally) upload files (CSV/XLSX/PDF).
+2) **Phase 1:** ClarityOps asks up to 5 grouped clarification questions and *waits*.
+3) Answer in the chat.
+4) **Phase 2:** ClarityOps returns a structured analysis with calculations, units, and provenance.
+
+**Handshake on load:** “ClarityOps loaded. Paste your scenario and attach files. I’ll ask up to 5 clarifications, then produce the structured analysis”.
+
+## Notes
+- `app_file` is `app.py` at the repo root.
+- Requires Python deps in `requirements.txt`.
+
+See the Spaces config reference: https://huggingface.co/docs/hub/spaces-config-reference