Deterministic prompt compiler and optimizer for AI-driven code analysis

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  • License: MIT License (MIT)
  • Author: Aryan Walia
  • Tags prompt-engineering , ai-agents , code-analysis , deterministic
  • Requires: Python >=3.10
  • Provides-Extra: dev
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Project description

jude-prompt-engine

Deterministic prompt compiler and optimizer for AI-driven code analysis. Part of the Jude AI Infrastructure suite.

Installation

pip install jude-prompt-engine

Quick Start

ai --help

Features

  • Deterministic Compilation — Reproducible prompt generation
  • Multi-mode Support — strict, safe, deep modes for different use cases
  • Ranking & Context — Deterministic symbol retrieval with audit trails
  • Output Validation — Schema enforcement for structured outputs

Usage

# Basic prompt
ai "debug why emit_sync is failing"

# With specific mode
ai --mode deep "analyze performance of scheduler"

# Custom preset
ai --preset code-review "check this function"

Documentation

Full documentation is available in the main repository.

Project details

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Project links
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Avatar for okayisharyan from gravatar.com okayisharyan

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  • License: MIT License (MIT)
  • Author: Aryan Walia
  • Tags prompt-engineering , ai-agents , code-analysis , deterministic
  • Requires: Python >=3.10
  • Provides-Extra: dev
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This version

0.1.0

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