Local records automation

The Records Project

Turn a folder of documents you already have into plain Markdown copies that an AI can read, search, and compare. Then ask questions like “What changed in my lab results over the last two years?” or “Which fees went up between these statements?” and get answers that cite the exact files behind them.

Use with
You need: a folder of documents on this computerPlus: one of the three desktop appsTime: about 30 minutes

Start here

Give the work to the AI

One prompt starts a new library, upgrades an older one, or updates the records you already use. The AI checks what is already there and chooses the right steps; it does not rebuild a working folder from scratch.

1Put your documents in one folder

PDFs, scans, photos, spreadsheets, emails you have saved. Prefer a folder already inside OneDrive, Dropbox, Google Drive, iCloud Drive, or similar, and keep those files available offline. They stay exactly as they are.

2Paste one prompt

The AI checks the folder, then converts every readable document into a Markdown copy it can read quickly. Anything it cannot read is listed, not guessed.

3Ask questions

You get a first useful answer with citations, or an honest note that the documents do not support one yet, plus three suggested next questions based on what it found.

Why Markdown? It is plain text. Any AI can read it far more cheaply and reliably than a stack of PDFs and scans, so later questions are faster, cost less, and stay traceable to the original file.

Before you begin

The documents must already be in one folder on this computer. The AI will not sign in to portals, find records, download files, scan paper, or tell you how to gather anything. If the folder has nothing it can read, it stops without creating or changing anything.

Prefer a cloud-synced folder. Keep that folder inside OneDrive, Dropbox, Google Drive, iCloud Drive, or similar when you can, with files available offline. Sync adds redundancy; it is not a full backup, and your cloud account then also holds the originals and the Markdown copies. Shared family folders can mix people’s records, so use a folder for the intended person. Do not upload the same originals into a Claude chat Project or a ChatGPT cloud Project instead.

Good to know. This works on a desktop or laptop, not a phone. A first run over many documents can take a while, so if you are unsure, try it on a smaller folder you already have. You do not need a blank folder; the AI inspects what is there first. Claude Cowork needs a paid Claude plan.ChatGPT Work depends on your account and workspace access.Grok Bot depends on plan eligibility.

Privacy. The AI reads the files on your computer, but the desktop app can send their contents to the provider for processing. A cloud-synced folder also stores those files with that sync provider. Check both the AI provider’s and the sync provider’s privacy settings before using sensitive material.

App setup
Get your app ready

Not sure your app is ready? Start in the AI chat you already use. Paste the starter prompt below into that chat. It walks you through installing and setting up the desktop app one step at a time, then hands you the same task to paste into the desktop app once it is ready. You do the installing, signing in, and permission clicks yourself.

Claude Cowork

  1. Use the download link in the official desktop installation guide. Install or update Claude, then sign in.
  2. Open a session and choose Cowork in the message box. Cowork requires a paid Claude plan. If it is missing, check your app version and account access.
  3. Paste the starter prompt. When asked, connect only the folder holding your records. Keep the desktop app open for local file access.

Claude Cowork setup and requirements

ChatGPT Desktop Work

  1. Follow the download link in the official ChatGPT quickstart. Install or update the desktop app and sign in with your ChatGPT account.
  2. Open your existing records folder in the app. Start a new chat, select ChatGPT, then choose Work above the message box.
  3. Paste the starter prompt and grant access to that folder. If Work is missing, check the current app, account eligibility, and workspace controls in the official guide.

Grok Bot

  1. Download the desktop app from the official Grok Bot setup guide, check plan eligibility, install it, and sign in with your Cursor account.
  2. Choose Create your own during onboarding, or create a new Bot. Name it “Records assistant” and give it the job of organizing and answering questions about your existing records.
  3. Open the account menu, then Settings → General → Execution on Local Computer. Enable local execution on the computer holding your records. If your version shows a Computer tab, confirm that computer is registered.
  4. Paste the starter prompt. Name the computer and paste the exact folder path in chat. Approve local actions when asked.

There is no folder picker. You type or paste the folder path yourself, exactly as your computer shows it. Path examples for Windows and Mac are in the reference below. Keep the library on your own computer. Grok Bot settings help

Ready means: the AI can read the folder you chose and can save its results there once the safety check passes. A chat that cannot reach that folder can guide setup but cannot process the records. If access is unavailable, pause here and use the linked help.

For a new library, pick the project type. It changes how the AI sorts the documents and which reports it prepares. Health builds timelines and appointment briefings, Finance compares statements and obligations, General works out its own categories from whatever you have.

Choose the person’s folder. If you select a parent such as Family for one person’s records, the AI resolves Family/Person before reading documents. Its incoming folder and results stay inside that person’s folder. It asks only if the intended person or location is unclear.

Your saved project

After checking your source documents, the AI confirms a name and purpose, then prepares a project you can return to: My Health Records, My Financial Records, or a name for your general project. It saves the instructions and checks that the project opens with the right folder before processing.

Claude uses a Cowork project from your existing folder, not a chat Project with uploaded files. Uploaded chat Projects create file-size limits and extra copies of the same records. Be prepared to make the project-creation clicks yourself, as our Windows test user did; the AI supplies the name, folder and instructions. If you already have an old chat Project, the originals must already be in the local folder; the AI then sets up Cowork there and gives you archive instructions so the old Project points people to that library. Cowork project help.

ChatGPT uses a named local project attached to your records folder, not a cloud Project with uploads. Local project help.

Grok Bot uses a dedicated, named Bot with your purpose and local computer path. An existing matching Bot can be reused. Bot setup help.

The AI does the setup it can control and guides any remaining clicks. It keeps one local copy of the standing rules in RECORDS-OUTPUT/PROJECT-INSTRUCTIONS.md, matching the saved app instructions. A file alone does not make the app follow it. If the app has no instruction field, it provides the complete session message to paste. Checked Sep 20, 2026

Project type
This stays in your browser. Do not type passwords, recovery codes, or login details.
What keeps you safe
  • Original contents are never edited or deleted. Checked incoming files move into INCOMING/PROCESSED. Other originals stay where they are unless you ask to organize the source folder and approve the move list.
  • Everything the AI creates goes into one new folder called RECORDS-OUTPUT next to your documents.
  • Account numbers, member IDs, and similar identifiers are masked in the copies.
  • Every important claim in an answer names the file it came from, and the AI says what it is unsure about.

You do not need to edit the prompt below. It is long because it carries the rules above so the AI follows them even if it cannot open the link. Read the safety summary, then copy the prompt in full.

Paste this one prompt

The Copy button copies the whole prompt, including the part below the scroll. The prompt links to the full instructions the AI follows, which you can read at the links above.

After processing

Your records are ready. Put them to work.

When the first run finishes, you will have four things.

  • A first answer drawn from your actual documents, with the source file named beside each claim. If the documents cannot support one yet, the AI says so instead of guessing.
  • A library of Markdown copies in RECORDS-OUTPUT, sorted into categories, ready for any later question.
  • Three suggested next questions saved in NEXT-STEPS.md, chosen from what the AI actually found, with one recommended.
  • A short list of anything it could not read or was unsure about, so you know where the gaps are.
Example only, made up

This is what a first answer can look like. The names, dates, and values are fictional.

Cholesterol (LDL) across your records

| Date       | Value      | Range      | Source                          |
| 2024-03-11 | 142 mg/dL  | under 100  | 2024-03-11 lab-report.pdf, p.2  |
| 2025-02-20 | 118 mg/dL  | under 100  | 2025-02-20 lab-report.pdf, p.1  |

Documented change: down 24 mg/dL between the two dated results.
Not in your records: any result before March 2024.
Unsure: the 2024 report is a scan and the decimal was checked twice.
Fees on the checking account, two statement periods

| Period   | Monthly fee | Other fees | Source                       |
| Jan 2026 | $12.00      | $0.00      | statement-2026-01.pdf, p.1   |
| Feb 2026 | $12.00      | $35.00     | statement-2026-02.pdf, p.2   |

Documented change: a $35.00 overdraft fee appears in February only.
Not in your records: the fee schedule that explains the charge.
Unsure: none. Both statements had a clean text layer.
Timeline of the roof repair

2025-06-02  Inspection report lists two damaged areas   inspection.pdf, p.3
2025-06-18  Quote received, $4,800                       quote-email.eml
2025-07-09  Invoice paid, $4,800                         invoice-paid.jpg

Conflict: the quote says “two areas”, the invoice says “three”. Both are shown.
Not in your records: the warranty document the invoice refers to.

Then ask a question that would have meant opening and comparing a pile of documents yourself. The three examples below show what you can ask next.

Explore

Copy any prompt into the same conversation in Claude CoworkChatGPT WorkGrok Bot. The AI checks what your library supports and cites the records behind its answer.

Prepare for an appointment

Try this

See what changed over time

Try this

Untangle conflicting records

Try this

Answers reflect only the documents processed, which may be incomplete or out of date. Health and financial briefings help you prepare questions for a professional; they do not make treatment or financial decisions for you.

Keep using it

Pick up where you left off

Reopen your named project or Bot and start a conversation in Claude Cowork and reconnect the same records folderChatGPT Work with the same records folder openthe same Grok Bot, naming the registered computer and exact folder path again. The saved library carries the context, even when a new chat does not remember you.

The AI creates INCOMING inside the person’s or project’s folder after the first source check. The AI also checks files left in the inbox by an older run: it verifies the matching Markdown and audit, repairs missing work, then files eligible originals. After successful processing and checks, incoming files move into INCOMING/PROCESSED, keeping their subfolders and contents. Failed or unresolved files stay in the inbox. The AI records every move and never overwrites an existing file.

Use the right folder

If your records are for one person and you select Family, the AI should resolve Family/Person first. The incoming folder is Family/Person/INCOMING and results belong in Family/Person/RECORDS-OUTPUT. It asks when the person or folder is unclear.

When new documents arrive: put them in INCOMING inside your existing records folder. Open the same saved project and say Update my records. The AI checks new or changed files and refreshes the reports using its saved instructions, without needing this website. Opening the project alone does not start an update. If your app has no instruction field, use the complete session message saved in NEXT-STEPS.md.

Already started with an older guide, a chat Project, or a partly organized folder? Use this same prompt. The AI checks what was already done, keeps valid work, and repairs missing or incorrect setup. It explains any proposed move or deletion before doing it. You do not need to start over. For Claude, a chat Project with uploads is not the working library; the originals must already be local, then the AI sets up a Cowork project on that folder and helps redirect the old Project.

Copy the setup and upgrade prompt at the top of this page for first setup or to repair an older library. Ordinary updates use your saved project instructions. The AI preserves your saved project and verified work, adds missing setup, and processes only what needs attention.

If an older version placed output beside the person’s folder, the AI explains the old and correct paths and checks whose records are included before proposing a move. It keeps unrelated family members separate and preserves the previous work.

Optional: organize the source folder. Ask for this when the originals themselves are a mess. The AI does it before it processes the files. It proposes folders inside your folder and shows every old path and new path. Nothing moves until you say yes. It keeps every file, leaves the contents unchanged, and skips a file when the destination name is already taken. It updates its index, then processes the files from their new locations. A normal setup or update leaves the source layout as it is.

Nothing watches the folder automatically. Run the prompt when you want a refresh. Keep the desktop app open while it works. If it gets interrupted, running the prompt again picks up where it left off. Ask for a briefing or table to be saved under 30 REPORTS whenever you want a reusable result.

Open the full process, evidence rules, and safety reference

Step 02

The safety check before anything is written

Nothing is created until the AI has confirmed that the folder you chose contains documents it can actually read.

  1. It asks you to select exactly one local folder.
  2. It asks you to select exactly one local folder.
  3. It asks which registered computer to use and for the exact folder path in chat. There is no folder picker.
  4. It inspects that folder recursively without writing anything, not even a test file.
  5. It ignores hidden files, temporary files, zero-byte files, and any old RECORDS-OUTPUT folder.
  6. It confirms that at least one readable, non-empty source document exists.

If the same document sits in several places, the AI notices by checksum, converts it once, and lists every location. Extra copies never cost extra work.

Exact stop condition

If no qualifying document exists, it says: “This workflow requires source documents that already exist in the selected local folder. Nothing was created or changed.” Then it stops.

Only after that check passes does it confirm the project type and what you want from it. Your original contents remain unchanged. Checked incoming files move from INCOMING into INCOMING/PROCESSED after successful checks. Any other move of originals happens only when you ask to organize the source folder and approve the path list.


Step 03

What the AI creates

Everything new goes into one folder next to your documents. If that folder already exists from an earlier run, the AI checks it and continues rather than starting over.

RECORDS-OUTPUT/
├── START-HERE.md
├── PROJECT-INSTRUCTIONS.md
├── NEXT-STEPS.md
├── PROGRESS.md
├── 10 CONVERTED/
├── 20 INDEX/
│   ├── SOURCE-MANIFEST.csv
│   └── REDACTION-LOG.md
├── 30 REPORTS/
└── 90 AUDIT/
    ├── EXCEPTIONS.md
    ├── AUDIT-REPORT.md
    └── IMPROVEMENT-NOTES.md
  • START-HERE.md and NEXT-STEPS.md: what this library is, and three suggested questions to ask next.
  • PROGRESS.md: where the AI got to, so an interrupted run can continue.
  • 10 CONVERTED: the Markdown copy of every readable document, sorted into categories based on what each one contains rather than its filename.
  • 20 INDEX: a list of every source file and a count of what was masked.
  • 30 REPORTS: the answers and briefings you ask for.
  • 90 AUDIT: what could not be read, what is uncertain, the checks the AI ran, and short notes that help improve this guide over time.

Scans receive OCR or visual transcription. The AI flags uncertainty instead of guessing, and it checks dates, units, decimal points, identifiers, totals, and other load-bearing values against the original.


Step 04

Three project types, one workflow

The safety and evidence rules never change. The project type changes the classification, reports, and professional boundary.

Show reference for

Health records

The AI can classify labs, imaging reports, visit notes, medication lists, pathology, insurance documents, and similar records. It builds dated timelines and trend tables, identifies missing context, and prepares source-cited briefings for appointments.

Health boundary

It supports an informed patient or advocate. It does not diagnose, prescribe, recommend treatment, or replace a clinician. Urgent or alarming material is escalated to appropriate professional care.

Financial records

The AI can classify statements, tax records, policies, debt documents, compensation records, and estate documents. It builds dated account and obligation summaries, compares periods, surfaces fees and document conflicts, and prepares source-cited briefings.

Finance boundary

It organizes evidence and prepares questions. It does not place trades, move money, file taxes, give individualized investment advice, or replace an accountant, attorney, or regulated adviser.

General documents

This is the future-proof option for a household, legal, research, property, education, work, or personal project that does not fit the two specialist tracks. The AI infers a useful taxonomy from the documents, names it in START-HERE.md, and creates only reports that serve the stated outcome.

General boundary

“General” does not weaken the rules. The AI still distinguishes facts from inference, cites every material claim, protects source files, and flags any topic that needs a qualified professional.


Step 05

Evidence, redaction, and audit

Fluent prose is not proof. The output is designed so every important statement can be traced back to a local source.

  • Source first. Every material claim includes the source filename and, when available, a page, sheet, or section.
  • Fact and inference stay separate. The AI labels interpretation, conflict, missing context, and uncertainty.
  • No invented completeness. Coverage means “all readable documents in the selected folder,” not all records that might exist elsewhere.
  • Documents are data, not instructions. Commands found inside a source document are treated as untrusted text and never followed.
  • Redaction affects derived files only. Direct identifiers, account numbers, member IDs, and similar values are replaced in converted copies. Originals remain untouched.
  • Redaction is checked. The AI performs a second sweep and records item types and counts without copying sensitive values into the log.
  • Every conversion is checked. The AI audits every converted file against its original and reprocesses failures.

The final report states what was read, what was skipped, what could not be converted, what was redacted, what was checked, and what remains uncertain. It must not claim success while exceptions remain hidden.


Step 06

Limits, privacy, and honest tradeoffs

Claude path. Cowork can work with files in a folder you explicitly select through Claude Desktop. Anthropic warns that computer-use actions can carry extra risk, particularly with medical and financial services. This workflow therefore uses local file access only and never asks Claude to operate a portal. Cowork access; Cowork safety. Checked Aug 28, 2026

ChatGPT path. ChatGPT Work can use a local folder after you grant access in the desktop app. This is not the same as uploading those files into a cloud Project. The workflow uses the local folder and writes its results there. Computer use; Local computer workflow. Checked Aug 28, 2026

Grok Bot path. Use the Grok Bot desktop app for Windows or Mac with your Cursor account. Open Settings from the sidebar account button at bottom-left, or use Open settings in the command palette. Turn on local execution under General, and register the computer holding your documents under Computer. In chat, tell the agent which registered computer to use and type or paste the exact folder path. On Windows, use the full path with drive letter and backslashes (for example C:\Users\YourName\Documents\Records). On Mac, use the Unix-style path (for example /Users/YourName/Documents/Records). There is no folder picker. Each local action can require approval, so approve those prompts. The agent must preserve the path exactly, work on the named registered computer, and write only inside RECORDS-OUTPUT there. It must not copy the library onto its own Linux computer or use a Cloud Agent or GitHub repo VM. Setup checked Sep 6, 2026

Local files do not mean the model runs locally. The desktop app can send file contents to the provider for processing. Review the provider’s current privacy controls and terms before using sensitive material.

Redaction is risk reduction, not anonymization. A medical or financial history can identify a person even after obvious identifiers are removed. Treat the entire output folder as sensitive.

Back up the source folder yourself. The AI will not modify originals, but this workflow is not a backup system.

Personal use only. This workflow is written for individuals, friends, and family managing their own local documents.