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agentassert-abc

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agentassert-abc

Formal behavioral specification and runtime enforcement for AI agents. Agent Behavioral Contracts (ABC).

Version: 0.1.0

Version published: 2 months ago

Weekly downloads: 23

Maintainers: 1

Weekly downloads

Created: 2 months ago

AgentAssert

Formal Behavioral Contracts for AI Agents

The TypeScript SDK is coming Q3 2026. The Python package is available now.

Python Package (Available Now)

pip install agentassert-abc[yaml,math]

AgentAssert implements Agent Behavioral Contracts (ABC) — the only framework combining all 6 pillars of rigorous agent governance:

ContractSpec DSL — YAML-based behavioral specification with 14 operators
Hard/Soft Constraints — Formal separation with graduated enforcement
Drift Detection — Jensen-Shannon Divergence for behavioral analysis
(p, delta, k)-Satisfaction — Probabilistic compliance guarantees
Compositional Safety Proofs — Formal bounds for multi-agent pipelines
Mathematical Stability — Ornstein-Uhlenbeck dynamics with Lyapunov proof

Links

Paper: arXiv:2602.22302
Python Package: PyPI: agentassert-abc
GitHub: qualixar/agentassert-abc
Documentation: agentassert.com

License

Elastic License 2.0

Part of Qualixar — AI Agent Reliability Engineering A research initiative by Varun Pratap Bhardwaj

Keywords

behavioral-contracts

drift-detection

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Package last updated on 07 Apr 2026

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