# prompt-registry-demo

Synthetic Git-backed prompt registry for the Prompt Lab demo.

The repository shows how prompts, test transcripts, and sample LLM results can be versioned together. The key business point: every call-quality result must identify the exact prompt version that produced it.

## Structure

- `prompts/call_quality_score/v1.md` ... `v5.md` - prompt versions.
- `prompts/call_quality_score/metadata.yaml` - owner, production version, version purposes, required audit fields.
- `tests/transcripts/` - synthetic old calls used for regression checks.
- `results/examples/` - mock outputs with `prompt_version`, `rendered_prompt_hash`, and `output_hash`.
- `CHANGELOG.md` - human-readable evolution of the prompt.

## Recommended production candidate

`v5_production_balanced` is the strongest demo version. It keeps the answer JSON-shaped, adds accounting safety and risk flags, and makes the result easier to audit later.