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AILS Intel

Recall-aware AI life science intelligence system.

This public repository contains execution and deployment code only. Operational intelligence — source registries, entity watchlists, search plans, prompts, thresholds, runtime state, signals, candidates, and reports — is stored outside this repository.

Security model

  • No long-lived Google service-account key is stored in GitHub.
  • Google access uses GitHub OIDC + Google Workload Identity Federation.
  • Pull-request CI receives no production identity or secrets.
  • Live workflows run from the default branch with least-privilege permissions.
  • Logs contain operational status/counters only, never report bodies or private configuration.
  • Runtime intelligence data is not uploaded as GitHub Actions artifacts.

Status

Sprint 1.5: public-repository deployment hardening.

See docs/deployment-public.md for one-time Google Cloud and GitHub setup.

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