Skill
Agent guardrails
Related work and learning, in one place.
Controls around AI tool use and agent actions. The supporting projects describe their limits.
Projects
excubitor — Safety Fences for Autonomous Coding Agents
I built excubitor to enforce Git checks in unattended Claude Code workflows. Python hooks block specified actions outside the model, while a separate audit checks project claims against executable evidence.