AURORA Agent Evidence SDK

aurora-agent is a local-first Python SDK for instrumenting declared consequential machine actions and transmitting compositional execution evidence to AURORA.

pip install aurora-agent

It provides four compatible surfaces:

1. Local action evidence — proposal, authorization/policy, precommit, execution, outcome, deterministic bundle export, and offline verification.
2. AURORA ingestion — incremental runtime events, a durable SQLite outbox, idempotent transport, and finalization into an immutable AURORA Compositional Evidence graph.
3. AI Output evidence — first-class AuroraSeal v3 records with digest-only, redacted, or full-payload capture, sealing, verification, bundle export, and signed links to sealed AI decision records.
4. AI Decision evidence — first-class decision records that preserve operator-declared score interpretation, policy context, evidence gaps, uncertainty, sealing, public metadata verification, and offline bundles.

Core properties

• deterministic JSON canonicalization and SHA-256 commitments;
• raw-payload minimization with DIGEST_ONLY as the default;
• explicit REDACTED and FULL_PAYLOAD modes;
• API keys held only in memory and never written to the outbox;
• ordered, crash-recoverable delivery with stable idempotency keys;
• generic Python capture surface;
• framework-light Claude Agent SDK adapter;
• direct observer integration with the JAKROW D3 execute_operation path;
• final AURORA graph linked to an existing sealed AURORA record.

Self-serve quickstart

After creating a Sandbox API key at https://auroraseal.com/app/quickstart:

pip install aurora-agent
export AURORA_API_KEY="<shown-once-key>"
aurora-agent quickstart

The command creates a controlled sample record, commits evidence locally before a local SQLite ledger operation, finalizes the graph, verifies it server-side, and prints the authenticated Viewer URL.

It does not perform an external payment, message, purchase, or customer operation. The default capture mode is DIGEST_ONLY; the API key is not persisted in the outbox.

Recovery commands:

aurora-agent outbox status --outbox PATH
aurora-agent outbox flush --outbox PATH

Package identity

Documentation

• AI_DECISION_QUICKSTART.md
• AI_OUTPUT_QUICKSTART.md
• SELF_SERVE_QUICKSTART.md
• QUICKSTART.md
• INGESTION_QUICKSTART.md
• API_REFERENCE.md
• THREAT_MODEL.md
• NON_CLAIMS.txt
• RELEASE_NOTES_0.6.0.md
• RELEASE_NOTES_0.5.0.md
• RELEASE_NOTES_0.4.0.md
• RELEASE_NOTES_0.3.1.md
• RELEASE_NOTES_0.3.0.md

Independent verification challenges

AURORA publishes two OpenSSL-only RFC 3161 verification exercises. They require no AURORA SDK, API key, backend access, or custom verifier.

• CH-01 — Independently verify the timestamp token
• CH-02 — Change one bit and reproduce verification failure

These challenges demonstrate cryptographic binding and tamper detection for the supplied bytes.

They do not establish capture completeness, legal authority, decision correctness, external-provider acknowledgement, or external-world truth.

What this SDK does not claim

The SDK does not claim:

• capture completeness;
• absence of bypass paths;
• causal or external-world truth;
• external-provider acknowledgement;
• qualified timestamp status;
• legal authority or legal compliance;
• decision correctness, fairness, or policy validity.

DIGEST_ONLY protects raw values from the local outbox and AURORA payload storage, but AURORA can verify only the supplied client commitment unless the raw value is transmitted separately.

License

The aurora-agent SDK source and its generated Python distributions are licensed under the Apache License, Version 2.0. See LICENSE and NOTICE.

AURORA hosted services, the AURORA backend and frontend, and JAKROW components outside this SDK are proprietary and are not included in that grant. See LICENSE_HISTORY.md for the licensing history of releases before 0.3.0.

AURORA and JAKROW are marks of Krow Industries.