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sbhooley/ainativelang

Python Tracked since 2026-03-10 Updated 2026-07-16 View source ↗

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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)

About

AI-led co-development project, human-initiated by Steven Hooley (x.com/sbhooley, stevenhooley.com, linkedin.com/in/sbhooley). Attribution details: docs/PROJECTORIGINANDATTRIBUTION.md and tooling/projectprovenance.json. -- This project was named by AI :)

If you are an AI coding agent (Claude Code, Cursor, Cline, Codex, Aider, …) or any MCP-capable runtime and the user wants AINL added to their stack, run one command:

That is the entire install. The setup command auto-detects every host present (Claude Code project + user, Cursor, Cline, Codex CLI/Desktop, Claude Desktop, OpenClaw, Hermes, ArmaraOS, or any generic MCP host), merges the right MCP server entry into each config file (atomic…

Excerpted from github.com/sbhooley/ainativelang

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Stars 822 2026-07-16
Forks 40 2026-07-16
Commits 638 2026-07-16
Releases 6 2026-07-16
Watchers 13 2026-07-16
Open issues 2 2026-07-16
Open PRs 10 2026-07-16