Swarm Orchestration

The artifact is a benign documentation file describing swarm orchestration capabilities and does not itself contain executable or obfuscated malicious code, hardcoded secrets, or explicit exfiltration endpoints. However, it documents a system pattern that carries moderate supply-chain and privilege risks: use of npx to execute hooks (runtime package download/execute) and lack of defined security boundaries for agents and shared memory. In deployment, these factors could enable arbitrary code execution or data exposure if agentic-flow or invoked hook packages are compromised, or if agents are granted excessive privileges. Apply mitigations: pin and verify dependencies, avoid dynamic npx execution in production, implement least-privilege sandboxing for agents, secure swarm memory, and add authentication and audit controls.