Connect agent systems, inspect tool traces, replay failures, compare candidates, and export regression evidence.

Author, validate, preview, calibrate, diff, and export criterion-level AI evaluation rubrics.

Synchronize robot episodes, inspect failures and recoveries, record review decisions, and export checksummed evidence.

Shared Proofline UI, runtime contracts, keychain, updater, and release infrastructure for AuraOne Open desktop Studios.

Validate, lint, diff, and convert portable AuraOne Rubric Schema v1 files.

Probe judge behavior for position, verbosity, self-preference, paraphrase, anchoring, and calibration failures.

Scan MCP manifests, package metadata, source, and docs for tool, auth, filesystem, shell, network, and readiness risks.

Import rubric JSON and response JSONL, validate them, run deterministic scoring, and inspect exact evidence in the browser.

Measure inter-annotator agreement with modern metrics, uncertainty, ordinal support, and missing-data handling.

Validate and render a disclosure record for judge prompts, calibration, bias, limitations, and intended use.

Validate required Datasheet, Model Card, and Data Card sections and surface actionable review findings.

Run executable rubric-spec v1 compatibility checks and emit reproducible conformance evidence.

Score repository responses against an AuraOne rubric and publish one consistent GitHub evidence surface.

Normalize agent tool-call traces into deterministic replay artifacts and pytest cases.

Generate controlled synthetic annotator disagreement before real reviewer data is collected.

Browse, filter, validate, and reproduce public synthetic failure cases.

Validate agent cards, capabilities, structured payloads, errors, cancellation, and task lifecycle behavior.

Compare before and after prompt and rubric directories and generate deterministic drift review notes.

Validate and render structured cards for robot morphology, sensors, control, environment, data, and known limitations.

Diff and lint rubric changes, annotate affected lines, and publish one merge decision for the exact commit.