quickthink is a local-first CLI and Python library that wraps Ollama-backed LLM calls with a compressed plan-then-answer scaffold and latency-aware routing. It adds a short validated planning step for multi-step prompts and routes simple ones straight through. Local inference control for small models.
A 36M-parameter goldfish language model with a 10-second memory + pixel-art PWA desk pet. Runs in your browser, fully offline. Adopt it at den-sec.github.io/glublm/desk-pet/