bar181/aisp-open-core

163 stars · Last commit 2026-02-03

AISP (AI Symbolic Programming) v5.1 AI first, spec driven development. A proof-carrying protocol LLMs understand natively without instructions or training. Reduces AI decision points from 40-65% to <2%. Made for AI and agents. Works directly with Claude, OpenAI, Gemini, Cursor, Claude Code. The assembly language for AI cognition.

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# AISP - AI Symbolic Protocol

**The Assembly Language for AI Cognition** — Created by [Bradley Ross](https://linkedin.com/in/bradaross)

AISP is the open standard for precise AI-to-AI and human-to-AI communication. It reduces prompt ambiguity from 40-65% to under 2%, enabling deterministic, proof-carrying specifications that AI systems understand natively.

[![npm: aisp-converter](https://img.shields.io/npm/v/aisp-converter.svg?label=aisp-converter&color=blue)](https://www.npmjs.com/package/aisp-converter)
[![npm: aisp-validator](https://img.shields.io/npm/v/aisp-validator.svg?label=aisp-validator&color=blue)](https://www.npmjs.com/package/aisp-validator)
[![crates.io: aisp](https://img.shields.io/crates/v/aisp.svg?label=aisp-rust&color=orange)](https://crates.io/crates/aisp)
[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)
[![AISP 5.1](https://img.shields.io/badge/AISP-5.1%20Platinum-purple.svg)](AI_GUIDE.md)

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## Try It Now — No Installation Required

```bash
# Convert natural language to AISP
npx aisp-converter "Define x as 5"
# Output: x≜5

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