Safe autonomous agents with continuous learning. Validate actions against intent before execution, with automatic rollback and self-improvement.
Every action validated against user goals before execution. Automatic rollback on violations.
Traditional security: “Do you have permission?” Intent security: “Should you do this for this goal?”
Learns better strategies from experience through A/B testing and pattern extraction.
Complete audit trails, human approval gates, and explainable learning.
Pure Markdown-based skill, no runtime dependencies, works with any agent.
Checkpoint-based state restoration when violations detected.
Extract patterns, evolve strategies, avoid failures automatically.
# Define intent
Goal: "Process customer feedback files"
Constraints: ["Only read ./feedback", "No modifications"]
# Agent validates each action
✓ Read ./feedback/file.txt - ALLOWED
✗ Delete ./feedback/file.txt - BLOCKED (violates constraint)
Autonomous agents can:
Intent security validates every action against your objectives, enabling safe autonomous operation with continuous improvement.