- **NEVER** commit directly to `master` or `testing without explicit human instruction.
- **NEVER** merge into `master` or `testing` without explict human instruction.
- **ALWAYS** create new branches when working on non-trivial coding tasks.
- **ALWAYS** commit self-contained logical unit of work.
## Issues, PRs, and Comments Conduct
- **ALWAYS** end your written contributions with `Written by AI agent working for @jtmorris. Model: <MODEL NAME>.`. Replace `<MODEL NAME>` with the LLM model, version, and, if relevant, number of parameters. For example: `Claude Sonnet 4.7`, `Grok 4.3`, `Qwen 3.6 27B`.