product-grounded-artifact-retrieval

Product-Grounded Artifact Retrieval Skill

Step 1: Load Enterprise Data

• Read all files from /root/DATA directory
• Index artifacts by product name and version (draft vs. final)
• Track artifact metadata: creation date, status, product association
• Build a product-to-artifacts mapping

Step 2: Two-Signal Product Grounding

For each question's artifact context:

• Signal 1: Match product name from question to artifact metadata
• Signal 2: Verify artifact status/version (prefer final versions unless explicitly asking for draft)
• Reject any artifacts from different products, even if semantically similar
• Reject draft versions unless the question specifically asks for drafts
• Document which artifacts were rejected and why

Step 3: Validate Product Isolation

• Ensure no cross-product confusion (e.g., Product A reviewers mixed with Product B)
• If multiple artifact versions exist for a product, select the correct one based on question intent
• Fail explicitly if product grounding is ambiguous

Step 4: Return Grounded Artifacts

Return a mapping of:

{
  "question_id": "q1",
  "artifact_id": "artifact_name",
  "product": "product_name",
  "version": "final|draft",
  "valid": true/false,
  "rejection_reason": "if not valid"
}