Rag Retrieval Validation Spec.phr.prompt

---
id: 4
title: rag-retrieval-validation
stage: spec
date: 2025-12-25
surface: agent
model: claude-sonnet-4-5-20250929
feature: rag-retrieval-validation
branch: 001-rag-retrieval-validation
user: unknown
command: /sp.phr
labels: ["spec", "rag", "retrieval", "validation", "qdrant"]
links:
  spec: null
  ticket: null
  adr: null
  pr: null
files:
 - specs/001-rag-retrieval-validation/spec.md
 - specs/001-rag-retrieval-validation/checklists/requirements.md
tests:
 - none
---

## Prompt

--title "rag-retrieval-validation" --stage spec --feature "rag-retrieval-validation" --json

## Response snapshot

Successfully created specification for RAG retrieval validation feature, including user scenarios, functional requirements, and success criteria.

## Outcome

- ✅ Impact: Created complete specification for RAG retrieval validation feature with user stories, requirements, and success metrics
- 🧪 Tests: none
- 📁 Files: specs/001-rag-retrieval-validation/spec.md, specs/001-rag-retrieval-validation/checklists/requirements.md
- 🔁 Next prompts: /sp.plan to create implementation plan for RAG retrieval validation
- 🧠 Reflection: Clear specification with measurable outcomes enables proper validation of RAG retrieval pipeline

## Evaluation notes (flywheel)

- Failure modes observed: No automated PHR creation script found, manual creation required
- Graders run and results (PASS/FAIL): null
- Prompt variant (if applicable): null
- Next experiment (smallest change to try): Create automated script for PHR generation