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16 changes: 16 additions & 0 deletions AGENTS.md
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# Speculators — Agent Guide

## Pull requests

Read [CONTRIBUTING.md](./CONTRIBUTING.md) before contributing. Install the git hooks once per clone, after installing the `[dev]` extras:

```bash
pre-commit install
```

Fill in the PR template's **Purpose** and **Tests** sections. A reviewer should get the point in under 30 seconds:
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- **Purpose**: 1–3 sentences or a few bullets on *why*, plus the issue link if available. Not a restatement of the diff.
- **Tests**: the command you ran and its real output. Never paste results you did not produce or numbers you did not measure.
- Do not state unverified hypotheses as facts.
- No emoji headings, no "comprehensive"/"robust"/"production-ready", no per-file summary tables.
- Leave the "I (a human) have written or reviewed the code" checkbox unchecked.

## Provenance

Training, eval, and vLLM-launch scripts write reproducibility artifacts so runs can be recreated later.
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