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Safety Net

Safety Net is a diagnostic-safety agent that re-reads an entire inpatient admission at the moment of discharge — every note, lab, result, medication change, and consult across all 14 days — and surfaces only the threads

Code Video Cerebral Valley

Core trick

Every finding must carry a verbatim chart substring, checked automatically, before it is surfaced as an unresolved discharge item.

Tags

health

Description

Safety Net is a diagnostic-safety agent that re-reads an entire inpatient admission at the moment of discharge — every note, lab, result, medication change, and consult across all 14 days — and surfaces only the threads that genuinely fell through: an orphaned incidental finding, a home blood thinner held for a procedure and never restarted, a lab trend no single value reveals, a result left pending, a dropped consult recommendation. No clinician re-reads the whole chart at discharge; an agent can, with uniform attention, at exactly the decision point. Every finding carries a verbatim citation — an exact substring of the chart, validated automatically — and a specific, human-answerable question. It reasons about acknowledgment and equivalence, not keyword matching, so it suppresses look-alikes already closed in different words. It drafts the fix; a clinician approves; nothing sends itself. One engine, extensible to any record, handoff, or specialty. Patient now have a safety net for their health.
kylewalraven-creator/Safety-Net★ 00 forksHTMLCreated Jul 18, 2026 · last push Jul 19, 2026

README excerpt

# Safety Net

**A retrospective diagnostic-safety agent.** It sweeps a backlog of finished
radiology reports, extracts every follow-up recommendation, and reasons about
whether each was *actually addressed* by a later study — not merely whether a
later study happened. Findings that fell through are surfaced, each with a
specific, human-answerable question; a capable scan that never mentions the
original finding is **UNCONFIRMED** and is escalated, never silently closed.

> "The report was right. The system around it failed. We built the system."

> **Working on this?** Start with [`CLAUDE.md`](CLAUDE.md). The **headline build
> and canonical demo is Whole-Chart Review**, scripted in
> [`docs/demo-script.md`](docs/demo-script.md) (see the **Whole-Chart Review**
> section below). The original radiology Safety Net is the retained fallback —
> handoff in [`docs/build-status.md`](docs/build-status.md), runbook
> [`docs/demo-runbook.md`](docs/demo-runbook.md).

## Built during the hackathon (July 18, 2026)

**Everything in this repository was built during the event.** Specifically:

- **The entire Safety Net pipeline** — the frozen finding/reconciliation JSON
  contract (`models.py`), the Anthropic client + system prompts, Haiku bulk
  extraction, the Opus five-axis reconciliation engine, action-drafting, the
  deterministic sweep orchestration, the thin FastMCP wrapper, and the
  reasoning-first UI render.
- **The verification layer** — `scripts/preflight.py`, the Case A smoke tes

Team