l3yx/intentlang
The next-generation AI Agent framework driven by Intent Engineering. Move beyond turn-based Function Calling to embrace code-level intent expression and embedded execution. An AI-Native, Intent-Oriented Programming Language built on Python.
Embeds natural language directly as executable Python expressions through CPython string hacking, enabling AI to generate and run code against live objects (sockets, browser instances, database connections) without serialization into prompts. Uses an XML-based Intent IR to formally model goal, context, tools, and constraints, then produces Turing-complete Python code instead of discrete function calls. Eliminates context token limits by keeping large input data in-memory while LLMs only receive schema metadata.
Stars
76
Forks
3
Language
Python
License
MIT
Category
Last pushed
Jan 11, 2026
Commits (30d)
0
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