The system
How the system worksThe DirectoryDispatchThe LedgerAI modelsAI agentsYour installationThe appThe research libraryWhat changes for your businessUse it from your softwareEverything it can do
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The system

How the system works

Every action the system can run for your business, such as sending a text from your number or booking an appointment, is one row in a table called the Directory. Every request to run an action goes to one web address, called dispatch, which checks your permissions and runs it. Every request and every result is stored in one database table, the Ledger. Below are the ten parts of the system, each explained for you, for your team and for your developer.

Explain it
1,335actions in the Directory
26ways to call each action
—entries in the Ledger
—AI models recorded in the Ledger
7AI agents, each a separate program
1,211articles in the research library

Live, read from this site at 11:06 AM.

How a request is handled

Every request goes through the same six steps.

A request arrives at dispatch. Dispatch looks up the action in the Directory and checks the permissions for it. A computer runs the action. The request and its result are stored in the Ledger, and the Console app shows them. All of this runs inside your installation, which no other business shares.

Your installation · its own Directory, Ledger, dispatch address, phone number and assistant

Who sends the request

You and your staffAI agentsAI models

How it is sent

A textA linkA spreadsheet cellAn iPhone ShortcutA typed commandAn AI model’s tool call
DispatchOne address that runs any action

The DirectoryEvery action the system can run

Permissions and limitsWhat each action is allowed to do

Where actions runThe computers that do the work

Cloud serversMaciPhoneBrowserAndroid phones
The LedgerA record of every request and response

The appThe Console, for iPhone, iPad and Mac

An animation of the steps, running in your browser. The example requests and their limits are the examples used across this site; the business is made up.

01 · Every action the system can run

The Directory

A table with one row for each action the system can run.

Explain it

The Directory is a table. Each row is one thing the system can do for your business: send a text from your number, book a slot in your calendar, create an ad, read a web page, take a screenshot of your Mac. If an action is not in the table, the system cannot do it.

Each row stores everything needed to run that action: where it runs, what inputs it needs, what it returns, and every way to call it. Changing a setting is typing in a cell. Files added to the system’s folder are added to the table automatically.

One row per action. Each row has one column per way of calling it, and each of those cells holds the complete request (method, address, headers and body) that runs it, followed by the full response from the last run.

1,335actions in the Directory

Live, read from this site just now.

More about the Directory

This system’s Directory1,335 actions

ActionRuns onIts limit
Text back a missed callYour phone numberwithin one minute, in your wording
Book into open hoursGoogle Calendaronly hours you opened
Create an ad, pausedMetastays paused until you approve it
Find businesses near an addressCloud serversone row per business found
Read a supplier’s websiteA browser signed in as youread only
Run an Apple ShortcutiPhoneonly the Shortcuts you named
Read what is on the Mac’s screenMaconly the apps you allowed
Follow up a quote on day 2, 5 and 10Messagesstops when they reply
Refund to the original cardPaymentsup to $500 without asking you
Let the cleaner in at 10Smart lock20-minute window, weekdays
Text back a missed callYour phone numberwithin one minute, in your wording
Book into open hoursGoogle Calendaronly hours you opened
Create an ad, pausedMetastays paused until you approve it
Find businesses near an addressCloud serversone row per business found
Read a supplier’s websiteA browser signed in as youread only
Run an Apple ShortcutiPhoneonly the Shortcuts you named
Read what is on the Mac’s screenMaconly the apps you allowed
Follow up a quote on day 2, 5 and 10Messagesstops when they reply
Refund to the original cardPaymentsup to $500 without asking you
Let the cleaner in at 10Smart lock20-minute window, weekdays
Action nameGroupWays
IMSG_SENDMessages26 ways
IMSG_REPLYMessages26 ways
GOOGLE_CALENDAR_CREATEGoogle26 ways
META_ADS_CAMPAIGN_CREATEAds on Meta26 ways
META_ADS_BUDGET_SETAds on Meta26 ways
LEADS_DISCOVER_PLACESLeads26 ways
LEADS_ENRICH_BATCHLeads26 ways
BROWSER_SCREENSHOTBrowser26 ways
PHONE_APPSYour iPhone26 ways
SHORTCUT_RUNYour iPhone26 ways
LOCAL_SCREENSHOTYour Mac26 ways
LOCAL_OCRYour Mac26 ways
CLOUD_EXECCloud computers26 ways
HOME_DOOR_LOCKHome and internet26 ways
EMAIL_SEND_TRACKEDEmail26 ways
LEDGER_EVENTSThe Ledger26 ways
ARTICLE_GETThe research library26 ways
WEB_SEARCHThe public web26 ways
IMSG_SENDMessages26 ways
IMSG_REPLYMessages26 ways
GOOGLE_CALENDAR_CREATEGoogle26 ways
META_ADS_CAMPAIGN_CREATEAds on Meta26 ways
META_ADS_BUDGET_SETAds on Meta26 ways
LEADS_DISCOVER_PLACESLeads26 ways
LEADS_ENRICH_BATCHLeads26 ways
BROWSER_SCREENSHOTBrowser26 ways
PHONE_APPSYour iPhone26 ways
SHORTCUT_RUNYour iPhone26 ways
LOCAL_SCREENSHOTYour Mac26 ways
LOCAL_OCRYour Mac26 ways
CLOUD_EXECCloud computers26 ways
HOME_DOOR_LOCKHome and internet26 ways
EMAIL_SEND_TRACKEDEmail26 ways
LEDGER_EVENTSThe Ledger26 ways
ARTICLE_GETThe research library26 ways
WEB_SEARCHThe public web26 ways

Each action can be run 26 ways.Live

Example actions, described in plain words. The real rows have technical names; choose “For your developer” to see some.

Real action names from this system’s Directory, read just now.

02 · One address that runs any action

Dispatch

One web address runs any action in the Directory.

Explain it

Dispatch is a single web address. You, your staff, a spreadsheet, an iPhone Shortcut or an AI model send it the name of an action and its inputs. It finds the action in the Directory, checks your permissions, runs it on the right computer, sends back the result, and writes an entry in the Ledger.

Because every request goes through the same address, the same permissions apply whether a request comes from a text message, a link, a spreadsheet cell, a Shortcut, the command line or an AI model, and every request is recorded the same way. One action can be switched off in one place.

Every action is invoked as an HTTP POST of {"key": "<action name>", "args": {…}}. REST, MCP, spreadsheet formulas, text tags and webhooks are different ways of making that same request. Actions run on Cloudflare servers, a Mac, an iPhone, a browser, a virtual machine or a phone.

26ways to call each action

Live, read from this site just now.

More about dispatch

Every way to send a request26 ways

API requestAPI request with named inputsA linkMCPAn AI coding assistantThe command-line toolThe Console app’s command lineOne line of textA tag inside any textAn Apple ShortcutA webhookStraight to the serviceA Mac terminal commandThis system’s API addressThis system’s MCP serverA cell in this system’s spreadsheetThe dispatch addressA dry runA single-action linkAn AI chat in a browserThe action’s own web pageAn AI model’s function callJavaScriptPython
DispatchThe same action, the same permissions, the same Ledger entry.

For peopleFor AI modelsFor developers

03 · A record of every request and response

The Ledger

A table with one row for every request and response the system has handled.

Explain it

The Ledger is a record of everything the system does: every message sent and received, every action run, every change, every AI model’s answer, and every request that was refused. Nothing in it is overwritten. To find out what happened, you read it.

Each entry stores the full request and the full response. Each entry also stores a fingerprint of the entry before it, so if anyone changes an entry later, the change shows up. Refused requests are recorded the same way as completed ones.

Every payload in or out is a Ledger row. Each action appends one row containing a SHA-256 hash of the previous row; nothing is updated in place. An action counts as working only when the declared surface itself ran and five things are stored for that run: why it ran, the exact request written before it ran, the confirmation, the exact response, and the record.

—entries in the Ledger

Live, read from this site just now.

More about the Ledger

This system’s LedgerLive

—entries in the Ledger

Live, read from this site at 11:06 AM.

AI turns—
Sessions—
AI requests—
Actions run—
Tasks—
Changes—

Each entry includes a fingerprint of the entry before it, so an entry changed afterwards no longer matches.

Entries by kind, grouped the way the Console app groups them. Only counts are shown here, never the contents of an entry.

04 · The computers that do the work

Where actions run

Actions run on real computers and phones.

Explain it

Depending on the action, the work happens on Cloudflare’s servers (always on), on your Mac, on your iPhone, in a web browser signed in to your accounts, or on Android phones rented in a data centre for apps that only run on a phone.

A website or app with no way to connect to it can be recorded once — the steps a person clicks — and saved as a new action in the Directory that can be run again at any time. The browser uses your own signed-in sessions, not fake accounts.

Executors: Cloudflare Workers and containers, a Mac bridge program, iPhone Shortcuts and App Intents, persistent browser profiles, cloud Android phones and Mac virtual machines. Recording steps and compiling them turns any website into a Directory row callable through dispatch.

214actions run on these computers

Live, counted from this system’s Directory just now.

The computers that run actions

The computers that run actionsLive

Cloud servers

Run actions while your own computers are off.

28 actions
Your Mac

For actions that need the Mac’s screen, apps or files, through a small program on the Mac.

118 actions
Your iPhone

Through Apple Shortcuts: apps, the camera and the share menu.

23 actions
A browser signed in as you

Chrome or Safari, signed in to your own accounts.

41 actions
Rented Android phones

In a data centre, for apps that only work on a phone.

4 actions
Recorded steps

A website with no connection for programs, used once while the steps are recorded.

19 actions

Actions counted from the names in this system’s Directory, just now.

05 · What each action is allowed to do

Permissions and limits

Every action has limits, and requests past them are refused.

Explain it

You decide what the assistant may read (your calendar, your messages, your price list), what it may do (reply, book, invoice), and whom it may answer. A refund can be limited to $500, for one customer, for ten minutes. Ads are created paused. When someone asks, the assistant says it is an AI assistant.

Each action carries its limits: an amount, a time window, a channel, an account. A request outside them is refused, and the refusal is written to the Ledger like any other entry.

A scoped permission is issued for one task, with a limit and an expiry, and stops working when the task is done. With no permission, nothing runs; the refusal is a Ledger row.

More about permissions

Each action has its own limitsLedger entries

Refund $184 to the original card

  • limit: ≤ $500 without you
  • used once
$184 refunded

Make 12 ad variants from the brief

  • limit: 36 renders per run
  • write: Meta, this account
  • limit: paused until you say go
uploaded, paused

Let the cleaner in at 10

  • limit: 20-minute window, weekdays
opened, locked again at 10:15

Refund everyone from last month

  • limit: ≤ $500 per action, one customer per action
refused · no permission for this

An illustration using this site’s examples; the business is made up. The refused request is stored in the Ledger like every other request.

06 · Claude, ChatGPT, Grok, Gemini

AI models

Any AI model that can use tools can run the same actions.

Explain it

AI models such as Claude, ChatGPT, Grok and Gemini can all use the same Directory of actions, with the same permissions, and everything they do is written to the same Ledger. Changing which AI model you use does not mean rebuilding anything.

Every AI model sees the same actions and limits. What each one was asked, what it answered, and what it cost are entries in the Ledger, so models can be compared on real use.

The system is an MCP server (MCP, Model Context Protocol, is the standard way AI apps connect to outside tools): every Directory row is an MCP tool, a function call and a REST endpoint at the same time.

—AI models recorded in the Ledger

Live, read from this site just now.

More about AI models

AI models that can call tools— named in the Ledger

ClaudeChatGPTGrokGeminiOther AI models that call tools

Requested by Claudethe same actions

Text back a missed callwithin one minute, in your wording
Book into open hoursonly hours you opened
Create an ad, pausedstays paused until you approve it
Refund to the original cardup to $500 without asking you
Same permissionsSame LedgerSame actions

Switching to another AI model changes only who sends the request. The actions, their limits and the Ledger stay the same.

07 · Programs that carry out tasks

AI agents

Separate AI programs that take a task and report back.

Explain it

AI agents are separate programs, each running an AI model. You give one a task by typing it into a row of a shared spreadsheet; it does the work and writes its answer in the next column. A task is closed only when there is a real answer.

Each agent has its own Directory and its own Ledger, and each of its settings is a spreadsheet cell: type in the cell to change it. When a task fails, a new task is created that says what went wrong.

Each agent is its own Cloudflare Worker with its own storage and keys, connected through a shared workbook. Agents have changed and deployed their own code and added their own tests; work is accepted when its tests pass against the live system.

7AI agents

Live, read from this site just now.

More about AI agents

An AI agent’s spreadsheet tab7 AI agents

Shared spreadsheet · one tab per AI agent
#Your requestIts answerStatus2Check the booking page on a phoneChecked at 390 pixels wide. The screenshot is in the next cell.closed3Add a test for the refund limitAdded. The test checks the live page.closed4Why did the Friday report not send?Its spreadsheet tab had been renamed. Fixed, and a check added so it cannot happen again.closed5The check found a second renamed tabnew task
Agent 5Code Mode workbookAgent 2Agent 3Agent 4KernelAgent 1

An illustration. The tab names are this system’s real AI agents, read just now; the tasks are made-up examples.

08 · A separate copy for your business

Your installation

Each business gets its own separate copy of the system.

Explain it

Your business gets its own copy of the system: its own Directory, its own Ledger, its own address, your phone number and your AI assistant. If you stop working with us, you keep the number, the logins, the assistant’s settings and the Ledger.

Nothing is shared with another business. Your permissions, your contacts and your records stay in your copy, and every change to it is an entry in your Ledger.

Each client gets a copy of the permissions and the architecture on a new tenant: its own Worker, its own storage, its own keys.

More about your installation

One installation per businessnothing shared

Your business

  • Its own Directory
  • Its own Ledger
  • Its own dispatch address
  • Its own phone number
  • Its own AI assistant
Nothing
shared

Another business

  • Its own Directory
  • Its own Ledger
  • Its own dispatch address
  • Its own phone number
  • Its own AI assistant

If you leave, you keep

  • Your phone number
  • Your logins
  • The assistant’s settings
  • The Ledger

09 · The Console, for iPhone, iPad and Mac

The app

One app to see the Directory, the Ledger and the AI agents.

Explain it

The Console app runs on iPhone, iPad and Mac. It shows the Directory, the Ledger and your AI agents, and lets you message the agents.

The Ledger opens in tabs: conversations, sessions, changes, events, tasks, traffic, AI models, actions and analysis. Every entry opens to its full content.

The app is a view of the same data: the Directory, the Ledger, the connected agents and the terminals. It reads the system; it does not keep a separate copy.

More about the Console app

iPhone · iPad · MacLive

The Ledger

TurnsSessionsChangesEventsTasksTrafficModelsToolsAnalysis

Turns

—entries for AI turns (one request to an AI and what it did)

Tapping an entry shows everything that was sent and received, in full.

The DirectoryThe LedgerAI agentsTerminals

Counts read from this site just now. The grey bars are placeholders; no entry’s contents are shown on this page.

10 · Articles with sources

The research library

Articles where every claim links to a source.

Explain it

A library of research articles. Every claim in an article links to its source, or is marked as having no source. Every change to an article is kept.

Any claim can be disputed on the page where it appears. An AI model can read the same article as structured data.

Each article is JSON: its claims, their sources and its revisions. The library is stored like everything else in the system.

1,211articles

Live, read from this site just now.

More about the research library

Text me.

Tell me which part of your work you would hand to the system first. I’ll reply by Friday with what it would do in your business.

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Hi. I read how the system works on miscsubjects.com. The part of my work I would hand over first: