Inspiration
A visit delta is the set of changes in a person's medical papers between two appointments. Doctors need it in the first minute of a short consultation. Family caregivers usually reconstruct it from memory, from a folder of scanned prescriptions, lab PDFs and phone photos of pharmacy slips issued by clinics that do not share records.
What it does
- Inventories the record folders and finds photographed slips in the photo library.
- Extracts every document with the medical-report schema and flags duplicate copies; slip photos count only where two readers agree.
- Sorts each fact before or after the chosen visit date and labels medicines started, stopped, dose changed, listed by two clinics, or the same ingredient printed under two names (linked only where a document prints both); lists test values in date order with the printed range; lists follow-ups with no later report.
- Re-locates every flagged quote in its source file; rows that cannot be found again go to "check the original".
- Saves a one-page brief, with an optional bilingual copy, after platform approval.
- Next time, takes the previous brief as its baseline and reports each open question as resolved, still open or contradicted.
How we built it
With the UGOS Skill Creation Tool. The workflow delegates to file-agent, photo-agent, document-agent and knowledge-agent, reads before it writes, and passes values only as returned, with path and page. The package passed the kit's static check with no errors or warnings.
Challenges we ran into
Defining what the Skill must not say. It never interprets a result, never calls anything safe or unsafe, and never merges brand and generic names, because each of those would be medical judgement.
What we learned
For medical paperwork, the useful output is a list of differences with sources, not another summary.
What's next
On a finalist NAS: medical-report extraction on scans and faded thermal slips, duplicate detection between a PDF and its scan, image input to extract, and the approval prompts.
Built With
- claude
- markdown
- ugos
- uliya-skill-kit
