ZeroShot monitors coding agent sessions, turns successful outcomes and PR reviews into reusable skills, and enforces those skills on future work. It provides observability, evidence tracking, and significant reductions in wasted tokens. The tool helps teams ship faster by making agent knowledge institutional rather than ephemeral.
In the Developer Tools space, ZeroShot takes a focused approach. Development teams wasting tokens and repeating mistakes because institutional knowledge from agent sessions is not captured or enforced across the team. It is built as a B2B product for engineering teams using AI coding agents. There is a free tier. ZeroShot is available on the command line, macOS, Windows, and Linux.
Behind ZeroShot is BuildBetter, and it first shipped in 2026. Development happens publicly on GitHub with 22 stars and 19 commits in the last 90 days. Key capabilities include Session Monitoring, Skill Capture, and PR Review Enforcement.
Summary written by a language model from the project’s public pages.
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