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Koòrd

Working with a language model on a complex problem produces, almost always, the same outcome: a long, rich, unrecoverable conversation. The decisions were made mid-dialogue; hours later nobody can reconstruct why. What survives is the product, without the reasoning that produced it.

Koòrdinated Thinking is a proposed method for keeping that reasoning. Koòrd is the tooling that aims to make the method ordinary rather than demanding. This wiki documents both.

The three parts

The Method	The full document, one page per chapter: what the method is, what it borrows, where it costs, and what it does not claim
Tools	What exists today to work under the method — a skill for Claude and ChatGPT, a four-skill package for Open WebUI, repository scripts
Koòrd, the software	The application: a web interface for working with several language models under the method

Everything here exists in two languages: Italian, where the method was created and tested most extensively, and English, in which Koòrd is published.

The method in four principles

1. The specification is the source of truth. It is the primary artefact; the product is derived from it and verifiable against it. What is not in the document is not decided.
2. Decisions are numbered and carry their rationale. They can be cited instead of re-argued — and a decision without a reason cannot be judged years later, only obeyed or overturned blindly.
3. Open points are recorded, not forced or forgotten. Work proceeds on the rest; the question stays visible until it becomes answerable.
4. The problem is put to several interlocutors — distinct in role, and where the stakes justify it distinct in model and vendor — because a single perspective, human or machine, bounds the reasoning it can produce.

They are not independent: each one holds because the others do. That composition is what the name denotes — the practices themselves are borrowed, and named in the words the disciplines they come from already use.

Status

The method is published as a proposal, revision open, v1.0. The application is not yet built.

The repository is a one-way release window rather than a collaborative development site: external contributions are not open at this stage, and there is no CLA.

Where things are

• Read the document: https://unmarkedpm.github.io/koord/ — Italian and English, light and dark
• Repository: https://github.com/UnmarkedPM/koord
• Support the work:
• Licences: the method is CC BY 4.0; the tools and the application are Apache 2.0. The authoritative map is LICENSING.md

Koòrd is owned by UnmarkedPM and developed by iride.ch SA, Team HITL & AI, with AI-assisted development methodology — declared and intentional.