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A real session · EDGAR → application

A filings desk from one conversation.

Three prompts: get the filings, approve the model, build the app. Below is the session, and what each step left in the workspace.

The session

Three prompts, start to finish

The session over MCP, compressed. The pause is the schema approval.

01
Get me every SEC filing AMC has ever made, into the workspace.
⚙ upload_file 55 primaries · 10-K + 10-Q, 2013 → 2026

Every annual and quarterly report since 2013, plus the full 1,337-filing index as entities, each carrying its EDGAR URL.

rhetra · files · what upload_file left behind
02
We're starting from nothing. Design the whole model.
⚙ apply_ontology 12 types · 12 link types → review inbox

Twelve types and twelve link types in one pass. Schema changes don't self-apply: the design sat in the Review Inbox until it was read and approved.

rhetra · review inbox · the proposal, exactly as it arrived · click to zoom
The Review Inbox: schema change from AI client, 12 types and 12 link types, every type card with its properties, Reject and Approve and apply buttons
rhetra · graph explorer · the model, applied and filled
03
Build an app that shows how the business has evolved.
⚙ create_function build-revenue-timeline.ts · period-detail.ts
⚙ register_app amc-timeline → workspace launcher

Two TypeScript functions in the workspace do the math, bound read-only. The app is registered and served from the launcher.

rhetra · functions · the math, readable
rhetra · apps · AMC · Business Evolution

Twelve years of revenue mix, growth and drawdown, computed in the workspace.

Any agent can be clever.
The platform makes it yours.

The same conversation works on your filings, contracts and reports.

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