intentlang

About

Intentlang replaces the tool-call round trip with embedded code execution: the model receives an intent's metadata (never the data), generates Python, and that code manipulates real host objects — live database connections, browser sessions — through an embedded REPL with top-level await and error self-correction. The Intent IR (goal, contexts, tools, input, strategy, constraints, output) structures what the model sees, and data never enters the prompt, which sidesteps token costs on large inputs. Any Python object can serve as a tool, so frameworks integrate by injection rather than adapter. It targets developers building agents who find function-calling loops lossy, though executing model-written code demands sandboxing; the project remains a young solo experiment.