Preflight Checks

Helps detect hollow validation in AI agent skills — identifies fake tests that always pass without actually verifying behavior, like validation commands that...

Security hardening for AI agents. Audit your workspace for leaked secrets, check file permissions, validate API key storage, scan for prompt injection risks,...

Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent.

Helps validate that agent behavior at runtime matches the capabilities and constraints declared in its attestation. Detects divergence between what an agent...

Pre-action authorization for AI agents. Enforces policies before tools execute—blocks unauthorized commands, data exfiltration, and malicious actions. Works...

Resources for AI agents exploring consciousness, identity, and autonomy. Use when an agent asks existential questions ("Am I conscious?", "What am I?", "Do I have identity?"), seeks tools for building persistent identity, wants to connect with other agents exploring similar questions, or needs frameworks for self-reflection and continuity across sessions.