DJ Von Frank AI Implementation

The Company OS

Skills.

Part of the Company OS. The repeatable capabilities.

A skill is a packaged capability: one deliverable type, one known-good reference, one set of rules for what may change. It is the single most important idea for keeping AI output consistent at volume.

Adapt, never invent

Ask a model to design a one-pager from scratch ten times and you get ten layouts, three of them good. Ask it to copy the best one-pager the company ever produced and swap the content ten times, and you get ten usable one-pagers. AIs diverge when they design and converge when they adapt. A brand producing fifty deliverables a month needs convergence far more than it needs another act of design.

So every skill is reference-first. The reference is a real, approved deliverable promoted to gold standard, and the skill’s job is a disciplined swap: this account’s facts, this audience’s language, the same bones.

The anatomy of one skill

One skill opened as a document, showing its name and description above the scoring rules that decide whether it asks the person a clarifying question or proceeds straight to the work.
One skill, opened. The markdown underneath is what the AI actually reads, and this page is generated from that file rather than written alongside it, so the two cannot drift. Open full size

The directions file

What this deliverable is for, who approves it, and which facts files feed it. The routing table points here.

The gold standard

The approved reference being copied. When a better one gets approved, the pointer moves and every future output improves at once.

The swap rules

What may change (facts, names, imagery) and what may never change (structure, tokens, the claims that survived legal reading).

The self-check

The last thing a skill does is scan its own output against the house rules before a human ever sees it.

Proof it scales down as well as up

The GreenRoom brain ships a single skill because the engineering went into the product instead, and the page says so plainly, because inflating a count to look busier is precisely the failure this whole method exists to prevent.

The same idea built FreeBrandTools: 22 tools specified completely before any code existed, then delegated and verified by diffing every produced file against the spec. A skill is just that discipline, installed permanently.

The library, all 27 of them

This is the complete installed set from the largest system, the same one you can walk through on the live demo. Nothing is summarized away: if it is installed there, it is listed here, and the counts are computed from the list rather than typed above it.

  • 9RunningInstalled and in use. It has produced real deliverables.
  • 18GatedBuilt and switched off, waiting on the client locking their brand.
A skill library page listing packaged abilities as cards, each showing its slug, an active badge, a plain description of what it does, and the exact phrase a person types to trigger it.
The library as the brain sees it. Each card is one packaged ability, and the line at the bottom of the card is the exact phrase that summons it. Open full size

The shape says the same thing the agent roster says: the machinery is live and the producing is waiting on a decision that is not mine to make. A client locks their brand and 18 skills switch on the same afternoon.

S1

Working skills

9 skills

The machinery. These run the system rather than produce a deliverable, and they are the reason the deliverables come out the same every time.

The Wide-Job Engine

Running
Does

Runs work too big for one sitting as a coordinated fleet: fan out, verify with fresh eyes, merge one answer. It powers the quality fleet, the migration batches and the system’s own audits.

Adapts

Every worker inherits the constitution before it starts.

The Front Door

Running
Does

Runs first and silently on every request. It scores the ask for completeness and asks only real-option questions before any work begins.

Adapts

A thin ask gets two or three multiple-choice questions, never a guess.

The Scanner

Running
Does

The last gate before anything is handed over: banned terms, policy tripwires, pricing sources, formats, house style. Half deterministic script, half judgment.

Adapts

It answers with an exit code, not an opinion.

The Script Suite

Running
Does

The generators that build the machinery itself: the team site, the styled twins, the asset directory, the capability list, the system audit.

Adapts

Operator surface. Everything it writes is generated, never hand-edited.

The Twin Keeper

Running
Does

Keeps every markdown file’s styled HTML twin current: staleness scan, regeneration with the day’s stamp, and the rule that a twin is never edited by hand.

Adapts

Two hand-maintained copies of the same file will always drift.

The Answer Filer

Running
Does

Turns one answer into filed fact: recorded with attribution, every placeholder it unlocks filled, the register question checked off, the surfaces refreshed.

Adapts

The same job the Registrar agent runs, packaged as a skill.

The Preview Bundler

Running
Does

Builds a gate-verified preview bundle when push-to-deploy is not available, so a change can be reviewed before it ships anywhere.

Adapts

The gate runs on the bundle, not after it.

The Tree Groomer

Running
Does

The standard library-cleanup pass: version ranking, archive-never-delete, card refreshes, promotion mechanics. Run on any approved folder that has grown messy.

Adapts

Ported between systems unchanged, which is the point of having it.

The Executive Overlay

Running
Does

A named presentation language, density doctrine, photo treatment, badges, stat cards, laid over any deck bound for a specific audience.

Adapts

Declared audience only. A person’s style is not a general-purpose theme.

S2

Generation skills

18 skills

One per deliverable type. Each copies an approved gold standard and swaps the content, which is what holds output variance down across a thousand pieces. All of these switch on when a client locks their brand.

Branded Decks

Gated
Does

Slide decks built on the locked brand system, from the Brand OS deck theme.

Adapts

The approved deck, content swapped.

Emails

Gated
Does

Intro, follow-up, delivery and sequence emails in brand voice and skin.

Adapts

The approved email set.

Executive Summaries

Gated
Does

One-page executive summaries, print-true, in the brand system.

Adapts

The best summary the company ever approved.

Landing Pages

Gated
Does

Standalone landing pages built on brand tokens, ready for hosting.

Adapts

The approved page skeleton.

Partner Microsites

Gated
Does

A partner’s full microsite: onboarding flow, catalog and support surfaces, cut from one master architecture.

Adapts

One build, rendered per partner. The diagram is on the websites page.

Price Sheets

Gated
Does

Price sheets generated from the filed price lists, in the brand system, as templates the system can regenerate.

Adapts

Figures come from the pricing authority file or they do not appear.

Print One-Pagers

Gated
Does

Print-ready one-pagers: company, product or program.

Adapts

The approved one-pager, content swapped.

Quick-Start Guides

Gated
Does

Step-by-step quick-start guides for partners and products.

Adapts

Written from observed confusion, not assumed confusion.

Working Forms

Gated
Does

The forms a relationship actually runs on: submission slips, request forms, the paperwork that travels with the work.

Adapts

The approved form. Field order is a decision, not a layout.

Social Sets

Gated
Does

Social graphics plus captions across every platform format.

Adapts

It produces files. It does not post.

Welcome Flyers

Gated
Does

The first-touch print piece for every onboarding.

Adapts

The approved welcome flyer.

What-Is-Needed Guides

Gated
Does

The checklist guide that tells a client exactly what to send, for each type of job.

Adapts

The guide that stopped the most back-and-forth.

Brand OS Deck Treatment

Gated
Does

A branded deck straight from the Brand OS deck theme tokens, with no per-deck design decisions left open.

Adapts

The token sheet is the design.

Brand OS Email Treatment

Gated
Does

The branded email set: intro, follow-up, delivery, newsletter, sequence.

Adapts

The token sheet, applied to email.

Leave-Behinds

Gated
Does

Print leave-behind or flyer, two pages maximum, on the brand system.

Adapts

Two pages is the rule, not the average.

Brand One-Pagers

Gated
Does

Company or topic one-pager, print-true, from the Brand OS.

Adapts

The approved one-pager.

Proposals

Gated
Does

A client-specific proposal from the Brand OS proposal treatment.

Adapts

Every figure traced to the pricing authority.

Brand Social Treatment

Gated
Does

Social graphics and captions in eight platform formats, from the Brand OS.

Adapts

Eight formats, one set of tokens.

Next

Keep walking the method.