Frameworks

ORBIT framework

Inspect-based multi-agent evaluation framework with role, scheduling and communication controls, BrowserART accessibility-tree actions, and desktop mouse, keyboard and screenshot tools.

AI-assisted editorial review against a primary source. This is a catalog annotation, not an independent reproduction or endorsement.

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What is this resource?

Resource type: Frameworks
Environment: web, desktop
Topics: evaluation, safety-security, web-navigation, observability
Record publication date: Not recorded
Evidence retrieved: 2026-10-20T13:41:22.467183+00:00
Resource ID: github:wlanderson0/orbit

What licenses are recorded?

Code, training data, weights, and documents can have different terms. A blank declaration means unknown, not unrestricted use.

Code: Apache-2.0 (Complete root Apache License 2.0 text for Orbit-original code. NOTICE preserves separate third-party component terms, including MIT-vendored modules; this is not a uniform license for the entire dependency/data bundle.)
Data: Not recorded
Document: Not recorded
Weights: Not recorded

License review notes

Code: Record only the publisher's top-level Apache-2.0 declaration for Orbit-original code. NOTICE explicitly preserves per-component terms; neither bundled or external data nor model weights inherit this declaration. Its account of BrowserART licensing is not an independent resolution of upstream conflicting declarations. Source 1 Source 2

Explore related topics

Evaluation Safety & security Web navigation Observability

Scope and limitations

Reviewed version 1.0.3 source at commit 588b3035, not an asserted reproduction of the paper. BrowserART tools return accessibility trees, including the screenshot-named refresh. Qualification is scenario-specific: the project documents browser-judge and desktop-scoring limits; its opt-in exact-send oracle covers one derived local task, not SMTP delivery. Runtime profiles and scoring policies are separate. Apache-2.0 is the top-level Orbit code declaration; third-party components and external data/environments retain separate terms. No installation, release archive or live evaluation was tested.

Related resources

documented by: ORBIT: A Framework for Multi-Agent Safety and Security Evaluations

Primary evidence and verification

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editorial primary review
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github repository identity
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editorial primary review
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editorial primary review
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editorial primary review
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editorial primary review
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editorial primary review
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