sonde-sh/sonde

Sonde defines a stable manifest contract for AI-native CLI workflows and provides tooling to generate, validate, and score against that contract. The CLI in this repository is the reference implementation used to produce standardized artifacts for developers, agents, and automation.

1 best points · 2 comments · 1 Hacker News post · 1 GitHub stars · View on GitHub

Hacker News discussions

• What if CLIs exposed machine-readable contracts for AI agents? (1 points, 2 comments, by valentinprgnd, 2026-03-07)