Gaussian elimination, clearly explained.
The system keeps the method visible: setup, row operations, and the conclusion that follows from them.
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Generate reports, proposals, specifications, and technical documents from a brief, rubric, or template. Keep the rules close, review the draft, and export when it is ready.
Docs Studio is not a Word replacement. It is the working layer between an imperfect brief and a reviewable document, with context, proposals, and document objects an agent can control.
Explain the method, show the work, and leave a conclusion the reader can follow.
DOCX · attachedThe system keeps the method visible: setup, row operations, and the conclusion that follows from them.
One work surface: context on the left, document on the right.
The difference is not generating more text. It is keeping the conditions that make the text useful visible: the brief, the format, the structure, and the review. It is a focused document workspace, not a general-purpose Word clone.
The parser identifies tasks, objectives, constraints, and rubric so the document does not start blind.
A paginated Letter/Legal canvas holds text, tables, equations, images, margins, and zoom.
The agent can read blocks and prepare specific edits. You decide what enters the document.
MathJax, editable tables, images, and DOCX/PDF export are part of the same flow.
Source of truth
The editor keeps the document front and center while the agent helps beside it. Edit text, tables, equations, and images and keep the composition you will export.
Enter the editor ↗Headings, steps, equations, and conclusions stay on one surface.
The agent does not need to pretend the document is already finished. It reads, proposes, and leaves the change in a state you can inspect.
The agent knows the current HTML and its blocks before touching a part.
A rewrite arrives as a visible change, with context and previous content.
Accept or reject is an explicit action, not a marketing promise.
For external agents
An external agent can read, search, validate, draft, propose edits, insert document primitives, and export. The remote endpoint uses Bearer auth and isolates each workspace.
Read the MCP surface ↗WHEN A DOCUMENT HAS A JOB
A blank page is fine when the rules are in your head. Docs is for the moments when they live in a rubric, a brief, a template, or a regulated process—and cannot be lost halfway through the draft.
A professor’s rubric becomes the required structure, not a PDF you forget to reopen.
Rubric · sources · final reportScope, exclusions, and brand language stay attached while the team revises the draft.
Brief · proposal · reviewMandatory evidence and approval steps remain visible until the document is complete.
Requirements · procedure · auditStart the next document from the same approved structure without rebuilding the brief.
Brief · structure · review · exportA place to turn an imperfect assignment into a file you can read, edit, and submit.
Open the workspace