Prompt Glow

Standalone local web app that scores a draft prompt while you type and shifts the page background red → yellow → green toward minimum effective instruction (heuristics + embeddings). It is not the TER session analyzer — use sibling project ../TER/ (ter-calculator) for Claude Code JSONL analysis.

Install

cd prompt-glow
pip install -e ".[ui]"

Run

prompt-glow
# http://127.0.0.1:8765/

Own git repository

This directory is meant to live in its own git repo (sibling to the TER project, not a subtree of ter-calculator). To start from a fresh checkout:

cd prompt-glow
git init
git add .
git commit -m "Initial Prompt Glow package"
# git remote add origin <your-url>
# git push -u origin main

PyPI publishing is not planned yet; install from source with pip install -e ".[ui]" as above.

Requirements

• Python 3.11+
• sentence-transformers (embeddings), numpy
• Optional [ui]: FastAPI + uvicorn