AI Consulting Methods Research Group
v1.1  ·  2026  ·  independent publication

AI Document Batch Processing Prompt Pack

Twelve instruction sets you paste into an AI chat workspace before you hand it a folder of documents. Each module fixes the role, the variables you fill in, and the table the output must come back in — so a run can be checked line by line instead of taken on trust.

12 modules  ·  English and Chinese editions  ·  9 files  ·  DOCX, PDF, TXT, CSV

Checkout is opening shortly — the buy link is added before public launch.

Cover of the English edition, 29 pages
English edition · fixed-layout PDF · 29 pages
12
Modules, each with a fixed output table
2
Editions — English and Chinese, same structure
9
Files delivered: DOCX, PDF, TXT, CSV and a QA report
28
Mechanical checks, results recorded in the QA report

What this is

Not a course, and not a gallery of templates. It is a set of operating instructions for the half hour before batch work starts: what the assistant may touch, what it must not decide, and what it must hand back.

Every module locks three things at once — the role boundary, the variables you fill in (folder, naming rule, template fields, edit tolerance), and the exact table the output must arrive in. A short self-check line sits under the table, so you can tell whether a run actually followed the instruction or quietly improvised around it.

Twelve modules

B-01

Bulk inventory and filename normalization

Lists what is in a folder, flags suspected duplicates, applies your naming rule, and returns a rename map before anything is moved.

B-02

Format conversion and structural fidelity

Plans the conversions and checks what survived — heading levels, tables, images, comments — then logs what did not, per file.

B-03

Key-point extraction

Pulls conclusions, evidence, to-dos and risks, and pins each one to a section or page number instead of paraphrasing freely.

B-04

Summarization and meeting minutes

Fills a fixed summary table plus a commitments table, keeping stated commitments apart from intentions still to be confirmed.

B-05

Proofreading

Typos, terminology, punctuation, numbering, units and dates — each with location, original fragment, suggested replacement and severity.

B-06

Template-based rewriting

Maps source content onto a target template without adding material, inventing examples, or shifting the position the source took.

B-07

Table extraction

Rebuilds tables into a fixed column set, records merged cells, footnotes and missing values, and marks what could not be recovered.

B-08

Field backfill and form consolidation

Fills form fields from documents and marks gaps as gaps — the module is written so that a blank never gets filled by inference.

B-09

Cross-document consistency check

Compares figures, names, dates and defined terms across a document set, and lists each conflict with both of its sources.

B-10

Index, catalog and list generation

Builds a navigable index with section, page and topic, so a hundred-file set stops being a folder and starts being a catalogue.

B-11

Quality inspection

Runs a checklist against a finished batch and reports pass or fail per item, including the items that were simply not attempted.

B-12

Output and archiving

Fixes naming, folder layout and versioning, and writes the handover note that says what changed and what is still open.

Who it is written for

Fits

  • Consultants and back-office teams who process document sets again and again.
  • Anyone already working in an AI chat workspace who keeps re-explaining the same rules by hand.
  • Teams that need a record of what was changed and what was left unresolved.

Does not fit

  • One-off tasks — a single prompt is enough.
  • Fully automated pipelines with no human reviewer in the loop.
  • Anyone expecting the pack to make the judgement calls. Modules constrain the assistant; your review is still the last step.

How a run goes

01

Pick the module

Choose the one that matches the job. The modules are deliberately narrow; running two of them on one batch is usually cleaner than bending one.

02

Fill the variables

Replace the bracketed fields — folder, naming rule, template, edit scope, tolerance. These are the only places you are meant to edit.

03

Check the table

Read the output table and the self-check line before accepting the batch. If a row is missing, the run did not follow the instruction.

Pages from the pack

Contents page with page numbers
Contents, p. 3 — twelve modules, two appendices
A module page showing role, inputs and output table
Module page, p. 10 — role, inputs, output table, self-check
Appendix A glossary of terms
Appendix A, p. 28 — glossary of terms
Cover of the English edition
Cover — English edition, 29 pages

What lands

Nine files, about 550 KB, delivered as a download link after checkout.

Two editable DOCX (English and Chinese). Two fixed-layout PDF (25 pages Chinese, 29 pages English). Two plain-text instruction bodies you can paste without opening Word. A bilingual glossary in CSV, eighteen terms. A QA report that states what was measured and what it does not cover. A manifest listing every file in the package.

Scope and honesty notes

This pack contains instructions for an AI assistant, not AI output. Results depend on the model you use, the documents you feed it, and your own review. Nothing here guarantees a particular outcome, a time saving, or any compliance status.

It is an independent publication. It is not affiliated with, endorsed by, or sponsored by any AI platform, word processor or standards body; product and file-format names appear only to describe compatibility.

Nothing in the pack is legal, tax or certification advice. Where a module touches personal data, commercial secrets or regulated records, redaction, retention and lawful basis remain your responsibility.

Questions

01Which AI tool does this work with?
Any chat-based workspace that accepts long instructions and returns tables. The modules are plain text — no plugin, no API key, nothing to connect.
02Do I need both editions?
No. They are the same twelve modules in two languages. Buy the one your team works in; the Chinese edition carries the bilingual glossary alongside it.
03Can I edit the modules?
Yes — DOCX and TXT are editable. Rewrite the variables and the output tables to fit your workflow. Keep the role boundary and the self-check line: those are the parts that keep a run honest.
04Can my whole team use one copy?
One licence covers one person. For a team, buy one copy per seat. The files may not be resold, redistributed, or uploaded to a shared drive as a substitute for seats.
05What is the refund position?
If a file will not open, or the contents differ materially from this page, write within fourteen days of purchase and you get a full refund. Beyond that, digital goods are final — which is why the full file list and page screenshots are published above, before you buy.
06Is this usable for confidential or regulated documents?
The modules instruct the assistant to mask identifiers, cite its sources, and park unresolved items rather than guess. That does not make an unregulated workflow compliant — that call is yours, and usually your counsel's.

US$29one-time · instant download

  • Licence: one seat. Team use means one copy per person.
  • Delivery: download link immediately after checkout, nine files, about 550 KB.
  • Refunds: fourteen days if a file will not open or the contents materially differ from this page.
  • Payment: card and local wallets through the checkout provider; your invoice comes from it.
Get the pack — US$29

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