GitHubAI Skills, Agents & MCP · Agent safety
Real-time guardrails that detect and block secret leakage in agent output and tool calls.
Why it’s a gem
Secret-leak prevention at the agent layer, which almost nobody instruments.
CLI that runs coding agents inside hardware-isolated virtual machines for safe autonomous operation.
Hook that intercepts destructive shell commands before an autonomous agent executes them.
Source-linked archive of documented incidents where AI coding agents and chatbots deleted data, leaked secrets or burned money, each with the lesson.
Open-source runtime guardrails that allow, warn, or block every LLM and MCP tool call before it commits, with a hash-chained audit trail.