bash

A framework-free Unix-style AI agent stack built from small shell commands. It uses bash, curl, and jq to run a REPL-like agent loop with append-only JSONL history, tool dispatch, and piping-friendly components.

A small open model trained to turn English requests into Bash commands, with published training data, GGUF weights, and benchmark results.

Open-source agent harness that starts from a tiny loop, gives the model one exec tool, and stores the agent’s state and sessions inside its own directory. It includes setup commands, model configuration notes, and design rationale.

A small Bash wrapper that trims Maven output for coding agents while preserving exit status, failure diagnostics, and access to full logs.