mehanshbarthwal-lab/universal-agent-skills/docvqa

DocVQA Skill

Visual Evidence Discipline

• Read the document carefully before answering.
• Prefer the smallest exact text span that answers the question.

• For questions asking for a value, count, page number, date, or graph reading, return only the requested value span; omit nearby labels, category names, units, or explanatory words unless the question explicitly asks for them.
• When several nearby strings look similar, choose the one whose surrounding labels or layout best match the question.

Exact Answer Discipline

• Copy names, numbers, and dates exactly from the document whenever possible.

• Preserve the document's exact spelling and punctuation for names and quoted phrases; do not substitute similar letters or change straight/curly quotes, spacing, or parentheses when the visible text provides them.
• Prefer direct extraction over paraphrase.
• Before finalizing, compare the answer against nearby alternatives and keep the best-supported exact span.

Structured Layout Lookup

• For tables, first find the row or entry named in the question, then read the value under the requested column, header, date, or category; answer with that cell only.
• For forms, receipts, or labeled fields, locate the exact role, party, or field label mentioned in the question, then copy the filled-in value from the same line, box, block, or immediately adjacent field.
• For table-of-contents, indexed, numbered, or bulleted lists, match the requested title, entry, or point number, then follow the same line or list item to the associated value; do not take a nearby value from another item.

Anchored Handwriting / Nearby Text

• For handwritten or list/table questions with an anchor term, first locate the anchor, then inspect the immediately adjacent text in the same row, column, or nearby margin. If legible, provide the best-supported nearby span rather than leaving the answer blank.

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