Ainativelang

AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, validation and control, and lower dependence on long prompt loops. AINL is a compact, graph-canonical, AI-native programming system for (READ: README)

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Install

pip install ainativelang

git clone https://github.com/sbhooley/ainativelang.git

python -m pip install --upgrade pip

Copied from the project's README. Read what it does before you run it.

README scanCaution

Its README asks for something worth reading first, such as administrator rights or an install script.

Runs an install script from the repositoryPYTHON_BIN=python3.10 VENV_DIR=.venv-py310 bash scripts/bootstrap.sh
Overrides the system package safeguards--break-system-packages

We scan the README only, not the code. A clean result is not proof of safety. How we scan

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Repository

Stars: 617
Forks: 20
Last updated: Nov 8, 2026
License: Apache-2.0
Language: Python
Created: Mar 10, 2026
Open issues: 13
Quality score: A 70/100

sbhooley/ainativelang

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