HeuristicChat

Python tool for running scaffolded LLM queries and experiments.

heuristic-algebra LLM software python
project Updated 2026-04-09

HeuristicChat

Python tool for running scaffolded LLM queries and experiments.

Repository: github.com/hcarstens/HeuristicChat Language: Python Status: Version 1.0

What it does

  • Attach heuristic files to LLM prompts (CLI or web UI)
  • Run identical queries across multiple providers (Grok-4, Claude, GPT-5.4, Gemini)
  • 3-judge Elo-rated evaluation panels
  • Organize experiments into reproducible campaigns

Usage

python -m src "Your query here" \
  --attach heuristics/Heuristics/critical_thinking.md

python src/web_ui.py

Campaign H1

26-condition scaffold tournament across 4 frontier providers. 185 experiments. Produced the results in the heuristic-algebra-paper.

See Also