Cleo Upc Lookup

1. Strip the leading prefix digit and trailing check digit → 10-digit raw NDC
2. The 10-digit NDC needs one zero inserted to become the 11-digit NDC:
   • Candidate 1: 0 + raw10 (zero prepended — labeler was 4 digits)
   • Candidate 2: raw10[0..3] + 0 + raw10[4..] (zero in product segment)
   • Candidate 3: raw10[0..7] + 0 + raw10[8..] (zero in package segment)
3. Look up each candidate against FDB until a match is found

Handling Barcode Images

If the user sends a photo of a barcode instead of the number:

1. Use the image tool (vision model) to extract the UPC number from the image
   • Prompt: "Read the barcode number from this image. Return only the digits, nothing else."
2. Pass the extracted number to this script

Formatting the Response

Template

📦 **UPC {upc}** → NDC {matched_ndc}

**{brand_or_label}** ({generic_name}) — {strength} {dose_form}

- **Route:** {route}
- **Class:** {therapeutic_class_name}
- **Package:** {package_desc} ({pack_size})
- **DEA Schedule:** {schedule or "None"}

**Labeled Indications:**
- {indication 1}
- {indication 2}

**Off-Label Indications:**
- {indication 1}

Formatting Rules

1. Show the UPC → NDC mapping prominently
2. Format NDC with dashes: 41100-0806-02
3. If found: false, respond: "Could not find a drug match for UPC {upc}. The derived NDC candidates were: {list}. This UPC may not be a drug product, or it may not be in the FDB database."
4. Pill image: If image.saved_to exists in the result, save it to ~/.openclaw/workspace/ and include MEDIA:./FILENAME.jpg on its own line at the end of your direct text reply (NOT inside a message tool card call). The MEDIA tag must be in your normal reply text to work. Do NOT use the message tool to send the image.
5. Show which candidate matched in the response for transparency

Fallback Chain

1. Direct NDC conversion (high confidence) — standard UPC→NDC encoding, FDB lookup
2. UPC product database (medium confidence) — queries upcitemdb.com free API (100/day, no key, by IP)
   • Identifies the product name, brand, description
   • Extracts active ingredient from description (e.g. "ferrous sulfate 325 mg")
   • Searches FDB by ingredient name to find matching drugs
3. Not found (low confidence) — UPC not in product database either

The method and confidence fields in the output indicate which path was taken.

Dependencies

Uses cleo-ndc-lookup and cleo-drug-search skill scripts for FDB lookups. No additional npm dependencies needed.