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portal/docs/ml/promptfoo-example/README.md
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Дмитрий d7aa5efe30 feat(a11): bootstrap docs/ml — README + promptfoo example + ADR-007
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-17 17:17:20 +03:00

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# promptfoo example — lead-qualification eval
A worked promptfoo eval: a HOT/WARM/COLD lead-classification prompt with three
assertion cases. Demonstrates the A11 prompt-testing workflow.
## Run
```bash
# from the repo root; ANTHROPIC_API_KEY must be set (PowerShell User scope)
npm run eval:llm
```
This makes **paid** Anthropic API calls. Run it manually or in CI only — never
in a git hook or pre-commit (A11 rule ML1). See `docs/ml/README.md`.
## Adapt
Copy `promptfooconfig.yaml` next to a real prompt when an AI feature is built.
Swap the model, add `tests`, use richer assertions (`contains`, `llm-rubric`,
cost/latency thresholds). Full reference: <https://promptfoo.dev/docs/>.