Public Knowledge Base onesteplabs.com

Open, cited knowledge

Knowledgeville

A public knowledge base built on the Open Knowledge Format. The research that would otherwise stay locked in Notion — organized, cited, and open to anyone who wants to dig in. Structured so both people and AI agents can read it.

16 bundles · 158 pages

knowledge bundles, each a focused area

158

pages, curated and kept current

OKF

the open standard it's built on

uncited numbers — the build fails on one

What's inside

Sixteen bundles, from strategy to everyday recipes

Flagship framework

Enterprise AI Transformation

An eight-track framework across strategy, governance, data, platform, workflow, adoption, talent, and value.

Scope60 pages, deeply cited

Operator's manuals

Role playbooks

The day-to-day manual for each AI leadership role: the Chief AI Officer, transformation lead, enablement, governance, risk, and security.

ForSix roles that own the work

Demo-first

Everyday Tasks

Copy-paste AI recipes for real work — each page is a ready-to-run prompt with a before-and-after.

Count20 recipes, paste and go

Demo-first

Executive Leadership

Runnable prompts and leadership workflows for the C-suite, each with a clear before-and-after.

AlsoRealtors, playbooks & more

Stay current

Industry & Research Briefs

Plain-language briefs of analyst commentary and notable AI papers — what each found and how much to trust it.

ReadThe signal, minus the hype

The standard

Open Knowledge Format

What OKF is, why a format for knowledge matters, and where it could go — for knowledge and strategy leaders.

BasisEverything here is built on it

Why it's built this way

Open, cited, and machine-readable

Cited by construction

Every number traces to a source

The build fails when it hits an unsourced figure. If a claim can't point to where it came from, it doesn't ship. That's the whole trust model.

Built on OKF

A real format for knowledge

Every bundle follows the Open Knowledge Format — consistent structure, posture, and metadata — instead of yet another loose pile of docs.

Open to everyone

Public, not locked in Notion

Research that would otherwise stay private is published as a searchable wiki, free to read for anyone who wants to dig in.

Readable by agents

Built for humans and AI

The same structure a person reads is exposed to AI assistants over an endpoint, so an agent can search and cite it directly in your tools.

How to use it

Three ways in

Read it as a site

Search for a concept, follow the tracks, and use the assessments to benchmark where you are. Written for practitioners, not academics.

Feed it to your agent

Clone the whole base and hand it to an AI assistant or Claude Project as curated, cited context instead of generic training data.

Connect over MCP

Point your assistant straight at the live base with a custom connector so it stays current, with nothing to download.

Setup for each is on Knowledgeville.

Explore the wiki at knowledge.onesteplabs.com Visit Knowledgeville