prompt-registry-demo/README.md

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.