Copilot instructions

1# GitHub Copilot Instructions
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3OpenLeukemia is a patient-centered leukemia data platform. It organizes medical data, tracks changes over time, extracts structured information from documents, and explains validated model outputs in plain language.
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5## Always Follow
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7- Preserve explicit consent, privacy-by-default behavior, and patient ownership of data.
8- Registration is not blanket consent.
9- AI output may summarize, extract, and explain; it must not diagnose, recommend treatment, or make urgent clinical judgments.
10- Treat LLM extraction as candidate data until validated or confirmed.
11- Prefer minimal, focused changes that match nearby code.
12- Do not introduce dependencies, API changes, schema changes, or consent-flow changes without clear need.
13- Add or update tests when behavior changes.
14- Run or recommend the relevant check after changes.
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16## Stack And Commands
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18- Frontend: React 19, TypeScript, Vite, Vitest, ESLint.
19- Platform: Supabase Auth, Postgres, Storage, RLS, Edge Functions.
20- AI service: Python 3.12, FastAPI, Pydantic, Uvicorn.
21- Frontend checks: `npm run lint:frontend`, `npm run typecheck:frontend`, `npm test --workspace frontend`, `npm --workspace frontend run build`.
22- AI-service checks from `ai-service/`: `python -m ruff check .`, `python -m pytest`, `python -m mypy app`.
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24## Workflow
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26- Read nearby files before editing and follow the existing pattern.
27- For multi-file or risky changes, identify touched files and verification steps before implementation.
28- Use artifacts as primary evidence: errors, logs, screenshots, issues, plans, and referenced files.
29- Verify work with tests, build, lint, typecheck, or visual comparison when practical.
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