ZeroShot

Agent session monitoring for coding agents that turns sessions and PR reviews into reusable skills, enforced on every PR. It solves the problem of wasted token spend and inconsistent agent output by capturing and sharing session context across the team. Sold to engineering teams and developers in companies of all sizes, from startups to enterprises. Positioned as a system that learns from past sessions to reduce token waste and speed up delivery, with options for local or cloud deployment.

Key features

• Session monitoring for coding agents
• Turns sessions into reusable skills
• Enforces skills on every PR
• Resume any teammate's session
• Sessions synced across repo and branch
• PR reviews cite conventions
• Daily team efficiency report
• Tracks token spend savings
• Runs fully locally
• Works with every coding agent