docs: add local mvp runbook
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# GEO Agent Article Optimizer
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Local MVP for optimizing pasted GEO-related articles while preserving confirmed
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brand facts. The app extracts a fact card, requires user confirmation, rewrites
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under those constraints, runs QA gates, and exports Markdown, Word, and JSON.
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## Setup
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```bash
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npm install
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cp .env.example .env.local
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npm run dev
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```
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Open `http://localhost:3000`.
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## Environment
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Required for live model calls:
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```text
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LLM_PROVIDER=deepseek
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DEEPSEEK_API_KEY=
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DEEPSEEK_BASE_URL=https://api.deepseek.com
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DEEPSEEK_MODEL=deepseek-v4-pro
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DEEPSEEK_THINKING=disabled
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APP_DATA_DIR=./data
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```
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OpenAI-compatible fallback keys are also accepted:
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```text
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OPENAI_API_KEY=
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OPENAI_MODEL=gpt-4.1-mini
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```
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When no API key is configured, deterministic local fallbacks keep the workflow
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usable for tests and local review.
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## Commands
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```bash
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npm test
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npm run build
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npx playwright test
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```
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## Exports
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Generated files are written under:
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```text
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data/exports/<job_id>/
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```
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Each passing or warning-only QA run can produce:
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- `optimized.md`
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- `optimized.docx`
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- `qa_report.json`
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Hard QA failures block export.
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## MVP Limits
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- Pasted text only; no direct `.docx` parsing.
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- Local SQLite storage only.
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- No account permissions or collaboration.
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- No publishing platform APIs.
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- No batch queue.
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- Basic Word export layout only.
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- Unconfirmed facts are never used as truth.
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