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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.

Metadata

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