{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/9"},{"label":"Application Frameworks","url":"https://skillfed.io/packages/category/software-development-libraries-application-frameworks/5"},{"label":"Security","url":"https://skillfed.io/packages/category/security/2"}],"enrichment":{"capability":"Unified installer that bundles policy enforcement, agent identity and trust infrastructure, execution supervision, and reliability monitoring into a single governance stack for production AI agents.","skillfed_tags":["agent-governance","policy-enforcement","multi-agent-security"],"use_cases":["Enforce capability-based access control for agents calling external tools or databases in regulated environments.","Establish zero-trust identity and encrypted communication between multiple agents in a distributed system.","Prevent runaway agents from consuming unbounded resources through execution rings and resource limits.","Generate immutable audit trails and compliance attestations for agent decisions in regulated organizations.","Monitor agent health and automatically trigger incident response when reliability thresholds are breached."],"what_it_does":"Agent Governance Toolkit is a meta-package that provides a unified installation for governance infrastructure across four layers: a policy engine for deterministic action evaluation, trust infrastructure for agent identity and secure communication, an execution supervisor for resource and context control, and reliability engineering tools for SLO enforcement and incident response. It solves the problem of deploying AI agents to production without governance by bundling version-compatible components that work together out of the box. The package is currently in public preview, meaning APIs may change before general availability, and it is designed to integrate with popular agent frameworks.","worth_installing":"Yes, if you are building production AI agents and need integrated governance across policy, trust, execution control, and reliability. The unified install eliminates version conflicts and ensures component compatibility. However, the package is in public preview with potential API changes; evaluate your tolerance for breaking changes before general availability. No known security vulnerabilities and low install friction support adoption."},"id":"agent-governance-toolkit","links":{"html":"https://skillfed.io/packages/agent-governance-toolkit","md":"https://skillfed.io/packages/agent-governance-toolkit.md","pypi":"https://pypi.org/project/agent-governance-toolkit/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-06-11","license_spdx":null,"license_treatment":"permissive","name":"agent_governance_toolkit","python_support":"supports_current","summary":"Public Preview \u2014 Unified installer and runtime policy enforcement for the Agent Governance Toolkit"},"popularity":{"monthly_downloads":130624,"position":11633,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"4.1.0"}