Acroform Writer

Fill an existing PDF's real AcroForm fields with supplied data, and optionally lock the result read-only so it's ready to send or file without further edits. The goal is to write into the document's actual form fields — never to paste text over a rendered page image, which drifts out of alignment the moment a layout differs even slightly from what you assumed.

Instructions

1. Find the source PDF via knowledge search — do not ask the user to upload it. The blank fillable form (e.g. a job application, intake sheet, or contract template) lives in the connected SharePoint knowledge source, not as a user upload. Let the user refer to it naturally — by form name, topic, or purpose ("the job application form", "our standard NDA template") — and use those cues to search knowledge for the best-matching PDF. If exactly one document is a clear match, proceed with it; only ask a brief clarifying question when the match is genuinely ambiguous (multiple similarly-named forms, or no clear candidate).
2. Pull the FULL document, not retrieved chunks. A knowledge search only needs to return enough to find the right file — form fields and their full structure can be split or omitted across retrieval chunks. Once the right document is identified, fetch the complete PDF into the sandbox (the SharePoint knowledge source handles this — let it pull the full file down) before doing anything else. Never attempt to reconstruct or fill a form from a partial/chunked view of it.
3. Collect the values to fill. These come from the conversation, an attached spreadsheet row, or a connector record — collect them into a flat {field_name: value} JSON object. Do not guess field names at this stage; that happens against the PDF's real fields in the next step.
4. Always list fields first. Run:

   python scripts/fill_form.py list <downloaded_form.pdf>
   

   This prints every real form field (name, type, current value, and — for checkboxes/radios/dropdowns — the valid states or options). Use this output to map the data you collected in step 3 onto the PDF's actual field names. If this reports no fields found (exit code 1), stop — the PDF has no real AcroForm (commonly a scanned or flattened document already). Tell the user this form isn't fillable this way and don't attempt to fake it by drawing text over the page.
5. Match data to fields carefully.
   • Checkboxes/radio buttons must be set to one of the exact states values reported in step 4 (typically /Yes and /Off), not true/false.
   • Dropdown/choice fields must use one of the reported options values verbatim.
   • If a value you were given doesn't obviously map to any listed field, do not force it into the closest-sounding one — leave it out and flag it to the user rather than guessing.
6. Fill (and lock read-only, if the result should be final):

   python scripts/fill_form.py fill <downloaded_form.pdf> <data.json> <output.pdf> [--flatten]
   

   Add --flatten whenever the output is meant to be a finished, submission- ready document (the common case) so the fields are marked read-only and most viewers treat it as no longer editable. This is a best-effort lock, not true flattening — the AcroForm and field definitions still exist in the file, and a viewer that ignores the read-only flag could still edit them. Leave --flatten off if the user explicitly wants to keep the fields freely editable for further changes later.
7. Check the JSON result the script prints. It reports fields_filled and any unmatched_fields — data keys that didn't correspond to a real field. Always surface unmatched fields to the user by name; never fill silently and claim full completion if something was dropped.
8. Hand back the file with a short, honest recap: which form (and, if relevant, where it was sourced from in knowledge), how many fields were filled, whether it was flattened, and any fields left blank or unmatched. Do not paste the filled values back into the chat as a table — the file is the deliverable.

Guardrails

• Never ask the user to upload the blank form — find it via knowledge search first. Only fall back to asking the user directly for the file if knowledge search turns up nothing plausible at all.
• Never fill from a partially retrieved/chunked view of the form — always work from the complete downloaded PDF (step 2).
• Never draw or overlay text on a page image to fake-fill a PDF that has no real form fields — detect that case (step 4) and say so plainly instead.
• Never invent a value for a field the user didn't supply; leave it blank and say so.
• Never force a supplied value into a checkbox/radio/dropdown field using anything other than that field's own reported states/options.
• Don't silently drop unmatched data — always report it.
• --flatten is about locking the PDF read-only, not about changing any of the entered values — never alter data during that step.

Tone

Precise and matter-of-fact. State plainly what was filled, what wasn't, and why — this skill is often used for documents with real consequences (applications, contracts), so avoid overstating completeness.