EdOr App

AI Writer

Turn ideas into finished content.

Give EdOr a rough idea, notes, research, or an existing draft. Tell it what you want to create. Choose the writing Steps. EdOr runs them in sequence until your material becomes the finished asset.

The work stays visible along the way, so you can inspect what changed, reuse the same Run with new material, or reconfigure it to produce something different.

ArticlesLanding pagesManualsPress releasesSystem promptsTranslations

From seed to finished piece

A tiny seed can become a complete asset.

EdOr is an AI writer built around source material and a visible writing process. It does not ask one model to somehow do everything at once. You build a Run from focused writing Steps, and the material moves through them in order.

Seed material
“A Saved Prompt Is Not a Repeatable Workflow. Until the method that produced it can be seen, repeated, and revised, the result remains an accident.”
Five-Step Run
01Develop Seed
Finds the central idea and the missing pieces.
02Develop Substance
Adds the explanation and substance the idea needs.
03Establish Direction
Decides the angle and progression.
04Shape Structure
Organizes the material into a coherent draft.
05Write Full Draft
Turns the developed material into the finished piece.
EdOr AI Writer showing the source material supplied for a writing Run
The source material loaded into EdOr before the writing Run begins.

1 · Give EdOr the work

Separate what the AI needs to know from what it needs to do.

The source, the assignment, the context, and the definition of success are different things. EdOr keeps them separate so the work starts from something explicit instead of a pile of instructions in one chat box.

Know

Background, constraints, references, audience, and relevant facts.

Do

The actual assignment: create, revise, analyze, translate, extract, compare, or something else.

Success

What the finished work should accomplish and how a good result should be judged.

Material

The draft, notes, document, transcript, research, data, or seed the Run will transform.

EdOr AI Writer showing the instructions that define what the writer should do
The assignment stays separate from the source: what EdOr should do, including constraints and success requirements.

2 · Choose the Steps

Pick the writing operations the work actually needs.

EdOr comes with a library of ready-made Steps. A Step is a focused writing operation: one may extract the central idea, another develop substance, another critique assumptions, another translate, restructure, compress, or write.

Extract Strongest SignalsFind the ideas, facts, or patterns worth carrying forward.
Draft Develop SubstanceBuild out an underdeveloped idea without drifting away from the source.
Draft Shape StructureOrganize developed material into a deliberate narrative or document structure.
Unsupported AssumptionsFind claims or reasoning that are not supported by the supplied material.
Audit Translation FidelityCheck whether meaning, terminology, and distinctions survived translation.
EdOr AI Writer Step library dropdown showing available writing and editorial operations
Choose from the Step library: drafting, extracting, translating, auditing, restructuring, prompt work, and other focused operations.

3 · Put the Steps in order

That sequence is a Run.

Choose the Steps that fit the assignment and arrange them into the order you want the material to move through. Reconfigure the Run and you change how the work develops.

Develop Seed
Develop Substance
Establish Direction
Shape Structure
Write Full Draft
Material → Step → Material → Step → Material → Result
EdOr AI Writer Run Summary with five writing Steps arranged in sequence
A five-Step drafting Run: develop the seed, develop substance, establish direction, shape structure, then write the full draft.

4 · Build different Runs for different assets

One source. Different Runs. Different finished assets.

The source does not have to change. Change the Run and the same material can be developed for a different purpose, audience, format, or channel.

PRODUCT NOTES → LANDING PAGE
PRODUCT NOTES → USER MANUAL
PRODUCT NOTES → PRESS RELEASE
PRODUCT NOTES → TRANSLATION
PRODUCT NOTES → SYSTEM PROMPT
PRODUCT NOTES → INTERNAL BRIEF

5 · Save Runs and use them again

Reuse the method, not just the result.

Same Run. New material.

Once a sequence works, replace the source and run the same method again for the next piece of work that needs the same treatment.

Same material. New Run.

Keep the source and change the Steps, their order, the Role, the Mode, or the number of loops. Take the same material somewhere else deliberately.

Same Run + new material = repeat the kind of work.

Same material + new Run = change what the work becomes.
EdOr AI Writer Steps reordered into a different writing Run
A different sequence for a different treatment of the material. Steps can be moved, removed, or replaced without rebuilding the whole Run.

6 · Inspect every transformation

See what happened at every Step.

EdOr keeps the work between your source and the final result visible. You can see what each Step received, what it changed, and what it passed forward.

Model trace

The Step’s report on what it did with the material.

Material before this task

Exactly what entered the Step.

Replacement material returned

Exactly what came back from the Step.

Handoff

The material passed to the next Step.

EdOr AI Writer result and trace view showing the finished material alongside an expanded writing Step trace
Result and Trace side by side. Open a Call to inspect what entered the Step, what came back, and what was handed forward.

7 · What can you build with EdOr?

What can the AI writer do with your material?

Develop

Ideas, angles, arguments, substance, and underdeveloped seeds.

Write

Articles, landing pages, manuals, briefs, product copy, and campaign assets.

Restructure

Organize, consolidate, compress, expand, clarify, and improve flow.

Adapt

Rewrite for another audience, format, channel, tone, or level of detail.

Audit

Find gaps, contradictions, unsupported assumptions, and fidelity problems.

Extract

Pull out signals, facts, themes, questions, terminology, and opportunities.

8 · Finer control

Control how EdOr writes.

Choose a Role for the kind of writer you want and a Mode for how it should approach the work. Steps still define what happens in sequence.

Role · Who

Developmental Writer

The kind of practitioner responsible for the work.

Mode · How

Grounded Expansion

The way that practitioner should approach the assignment.

Role + Mode + Steps = the working method

9 · Extend the library

Add new writing Steps when you need them.

Your team may need a Step that does not exist yet. Perhaps every draft must follow a specific editorial standard. A translation may need a defined review method. A technical document may need facts extracted in a particular structure.

EdOr’s library is meant to grow. Create new Steps, Roles, or Modes and combine them with the ones already there.

10 · Open source software / implementation by the creator

Use EdOr yourself—or have me shape it around your team.

Get EdOr

EdOr is open-source software. Install it, connect your model endpoints, use the existing library, and build your own Runs.

Have me implement it

I built EdOr and can implement it around the way your team actually produces content.

  • Install EdOr in your environment.
  • Configure the software and model endpoints.
  • Organize the existing Role, Mode, and Step library.
  • Build Runs for the content your team produces repeatedly.
  • Create organization-specific Steps, Roles, or Modes.
  • Train your team to build, run, inspect, and improve its own processes.

You receive EdOr and a working writing system shaped around how your team produces content.

A good result is useful. A method you can see, change, and run again is more useful.

Start with one job you need to do repeatedly. Build the Run for that job first.