Add member work history and learning docs
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# Graph Discovery
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Status: demo-backed / active
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Graph discovery owns how MongoDB records become the Team memory graph. It
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materializes a sparse, auditable graph from real records first, seeded graph
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second, and demo fallback third.
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## Files
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| File | Purpose |
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| --- | --- |
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| [`spec.md`](spec.md) | Source data, graph contract, and discovery rules |
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| [`policy.md`](policy.md) | Graph hygiene, evidence thresholds, and truthfulness |
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| [`prompt.md`](prompt.md) | Graph materialization and review prompt |
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| [`plan.md`](plan.md) | Risk-path and observatory build plan |
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## What Is Implemented Now
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- `GET /api/pods/:podId/graph`.
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- `GET /api/pods/:podId/graph/reach/:id` backed by MongoDB `$graphLookup`.
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- Live graph materialization from `pods`, `engineer_states`, `observations`,
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`collisions`, `interventions`, and `outcomes`.
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- Seeded graph in `team_model.graph` and mirrored `graph_nodes` / `graph_edges`.
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- Demo graph fallback so the stage never shows an empty canvas.
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## What Is Intentionally Cut
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- A separate graph database.
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- A broad analytics dashboard.
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- Showing every historical event by default.
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- Treating seeded demo data as live learning.
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## Demo Proof Path
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Observe screen/git state -> detect collision -> send intervention -> accept or
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dismiss outcome -> recall similar event -> show changed graph or changed
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behavior.
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