miscsubjectsAI governance

Canonical Knowledge-Action Object · 1.5.0

Nature repeats.
Design must too.

The patterns that govern beautiful thought and beautiful nature must also govern design: reduction, recursion, hierarchy, proportion, rhythm, relationship, and proof.

The test for every visible thing

Does it aid clarity or orientation?

Does it provide a material benefit?

Does it relieve a material detriment?

If every answer is no, remove it.

purpose

purpose

D01

Existence test

Every recurring word, heading, link, widget, control, badge, and mark must aid clarity, provide a material benefit, or relieve a material detriment. Otherwise remove it.

D02

Reduction before addition

Repair incoherence by removing, grouping, deferring, or collapsing competition before adding form. Perfection is reductive.

nature

nature

D03

Nature is the precedent

Branching trees, nautilus spirals, and golden-angle phyllotaxis are the precedent. Recurrence, hierarchy, proportion, and fractal self-similarity are structural constraints—not decorative references.

D04

One recursive grammar

Apply the same law to the site, page, section, component, paragraph, image, interval, graph, admin surface, and source module.

system

system

D05

One visual system

Exactly three type roles—display, reading, machine voice—one restrained accent, one spacing scale, one radius, and one contrast law across public, governance, graph, and admin surfaces. Which typeface fills a role and which hex fills the accent is not law; those are values of the active runtime profile.

D06

Principles are immutable; values are profile

A principle (one accent, three type roles, tokens-only, reduction, one contrast law) is immutable and lives in this law. A value (a hex code, a typeface name, a pixel size, a radius) is mutable state held by the active runtime profile — defaulted in functions/_lib/design/tokens/core.js, overridden through /api/design, disclosed live at /design. The law never names a hex or a face as an obligation; a profile never violates a principle. Any document that describes a concrete value describes a profile, must say which profile, and must never present it as law.

D07

Deliberate proportion

Type scale, spacing intervals, and measures are one explicit, deliberate ladder held in the profile tokens — every step chosen, no step invented per-surface. Quantified reading bands bound every profile: body text 15–25px, line spacing 120–145% of size, measure 45–90 characters.

D21

Restraint is enough

One accent color, total. Neutrals — a ground, layered surfaces, an ink ramp, a hairline — carry the hierarchy; contrast, weight, proportion, and interval carry the meaning. The accent's hue is a profile value; the count of one is the law. (Amends the rescinded monochrome clause: the owner rejected pure black-and-white; restraint, not absence of color, is the obligation.)

D22

Source is a REST object

Organize source modules like a JSON object: identity, content, instructions, relationships, invocation, authority, conformance, representations, version, provenance.

orientation

orientation

D08

Location before options

Expose the reader's current location, parent category, sibling family, and clear return path before presenting onward choices.

D09

Hierarchy before volume

Fold complexity into the smallest useful categories and subcategories. Expand one relationship family at a time.

D10

Sticky highest-level navigation

Keep a stable sticky header with only the highest-level human categories; place ontologies and subcategories inside intentional expanding hubs.

reading

reading

D11

Editorial cadence

Repeat idea → development → image, visual, comparison, or proof → subheading. Never allow more than two prose beats without a designed change in reading mode.

D12

Invite reading

Set display in a literary serif, hold measures near sixty-six characters, and tune line spacing, heading scale, paragraph length, and contrast until reading feels inevitable rather than laborious.

D13

Lists disclose logic

A list must become a category, sequence, comparison, map, or compact logic object. Never render walls of bullets, links, or raw pipe tables.

complexity

complexity

D14

Collapse every optional layer

On every widget, default model commentary, provenance, machine procedures, raw fields, graph detail, controls, and secondary actions to a named collapsed disclosure.

D15

Human surface first

Raw JSON and API resources must be explicitly labeled machine data and must never appear as ordinary primary navigation or accidental reader destinations.

interaction

interaction

D16

Interaction must clarify

Search, filters, maps, AI interaction, and expandable ontologies must reduce uncertainty or reveal relationships. Interaction without comprehension is removed.

D17

Relationship before click

Show why a link exists and what family it belongs to before asking a person to click it.

quality

quality

D18

Content and design are inseparable

Unreadable design makes content unclear. Rendering must reject or repair malformed tables, link walls, contrast failures, and source structures before they reach readers.

D19

Queryable and discoverable

Every reader surface requires categories, search or traversal, semantic headings, canonical metadata, structured data, valid internal links, and responsive behavior.

source

source

D20

The inside is beautiful

Organize source as law → primitive → composition → surface → proof. Use shared names, one-directional dependencies, and no scattered local design inventions.

knowledge

knowledge

D23

Page and skill and directory row are one

A page explains to humans. Its skill directs models. Its directory row executes. They share one identity, version, and provenance but speak in the right language for each audience.

D24

Widgets are content

Evidence, capabilities, and directory widgets are not decoration. They are the page's meaning made visible and interactive.

D25

Sources wear their platform

An embedded source renders in its platform's own identity — a tweet looks exactly like a tweet, Reddit exactly like Reddit, a WSJ story wears the WSJ masthead, an organization speaking in its own name gets a letterhead and never someone else's masthead. Card interiors are the one sanctioned exemption from the profile tokens, because the mimicry is the meaning; everything around the card stays on tokens. Cards are centered, carry their ledger hash, and are disclosed as first-class specimens on /design.

D26

Article and Skill are one

An article explains a concept to a human. Its Skill directs model behavior. They share one identity, meaning, version, and provenance while using distinct language for distinct audiences.

D27

Maximal interoperability

Article, Markdown, JSON, directory row, Skill, OIP contract, REST resource, graph node, conformance target, version, and receipt lineage are typed expressions of one identity. Shared identity does not require shared wording.

D28

Failures become knowledge

Repeated model failures become negative-knowledge facets that can generate an article amendment, Skill instruction, conformance test, code repair, directory clarification, and regression proof.

Design ontology

Design includes the systems that make images and motion.

Open one family at a time. Each family binds its human meaning, model Skill, live directory contract, and official source documentation.

renders visual design withGPT Image2 contracts
renders visual design withGrok Image3 contracts
produces image and video design withArcAds4 contracts
renders motion design withGrok Video2 contracts

One identity, many expressions

The article becomes a Skill.

The article explains to a human. The Skill tells a model how to act. The directory row exposes the live contract. OIP invokes it. Each expression uses the language its audience needs while preserving identity, meaning, version, relationships, and proof.

  1. identitystable address and name
  2. contenthuman explanation
  3. instructionsmodel behavior
  4. relationshipsgraph position
  5. invocationexecutable contract
  6. authoritypermission boundary
  7. conformanceclaims, failures, tests, repair
  8. representationstyped expressions for human, model, router, graph, and auditor
  9. versionamendment lineage
  10. provenancereceipted history

One identity. Many typed expressions. Each optimized for its audience and role.

Traverse this objectarticle · explain meaningmarkdown · portable explanationjson · transport the complete typed objectdirectory · discover identity and contractskill · teach behavioroip contract · discover authority and invocationinvoke · execute behavior and return proofgraph · traverse relationshipsversions · inspect amendment lineageconformance · falsify claims and prescribe repair
Inspect article systemModel discourse, voxel editing, mirror contributions, and machine procedures