HomeFrameworksPure.v2™ Director AI Mastery Framework
CreatorFeaturedNewv1.0.0L3 Semantic FrameworkUpdated July 2026

Pure.v2™ Director AI Mastery Framework

Master every Director AI system in Pure.v2 — cinematography, color, inking, lettering, and the AI critic loop.

4.9(0 reviews)0 installs44 prompts6 stagesCreator
Pure.v2 Comic StudioDirector AICinematographerAI ColoristAI InkerAI LettererAI Critic

What this framework builds

44 production-ready prompts across 6 AI system modules that give you full command of every Director AI tool in Pure.v2 Comic Studio — the Cinematographer, AI Colorist, AI Inker, AI Letterer, AI Critic loop, and Character DNA system. This is the framework for creators who have built their first issue and want to understand why some pages look cinematic and others don't.

The problem it solves

Pure.v2 has six distinct AI production systems and most creators use maybe two of them. The Cinematographer panel alone has 4 dimensions (lens, camera height, composition, lighting rig) that each change the emotional read of a panel — but without a framework, you're guessing. This framework teaches you what each system does, when to use it, and how to chain them together so every page has intentional visual language.

How it works — 6 stages

Stage 1 covers Director AI: all 8 art style presets with prompt fragment patterns and a genre-style pairing guide. Stage 2 is the Cinematographer panel — lens selection, camera height, composition rules, and all 8 lighting rigs with the emotional context for each. Stage 3 is the AI Colorist: building a Color Script for your entire issue before generating a single page, mapping your 3-act structure to temperature, saturation, and mood. Stage 4 covers the AI Inker (5 ink styles, line weight control) and AI Letterer (8 lettering presets, dialogue polish workflow). Stage 5 is the AI Critic loop — the 6-dimension scoring rubric, how to read suggestions, and the revision workflow. Stage 6 is the Character DNA system: Visual DNA construction, locking, costume states, and the CharacterFaceVault workflow.

What you get

44 prompts · 6 AI system modules · Director AI style mastery · Cinematographer (lens, height, composition, 8 lighting rigs) · AI Colorist Color Script system · AI Inker + AI Letterer · AI Critic quality gate · Character DNA system · Lifetime updates

Who it's for

Creators who have built their first issue and want to level up quality, artists who want cinematic film-quality panel compositions, writers who want to use the AI Critic loop to improve storytelling, and anyone who wants to understand every AI system in Pure.v2 and use them intentionally.

Full Access Unlocked

All 44 prompts · All 6 modules

30-day money-back guarantee
Secure checkout via Stripe
Lifetime updates (currently v1.0.0)
Instant delivery after purchase

Need expert implementation?

Hire an Orchestrator

Connect with a certified Prompt.Doctor Orchestrator to deploy this framework for you.

How to use this framework

No coding required. You will use ChatGPT or Claude as your AI tool. Follow these steps in order — do not skip ahead.

1

Purchase & download the framework

Click the buy button on this page. After checkout, go to the and hit Download .zip. Unzip it — you'll get a .md file (the full framework) and a .pdf (easy to read reference). Keep both open.

2

Open your project — new or existing

This dashboard is designed to integrate into any existing project or be built as a standalone app. If you already have a site in Airo (or Cursor, Bolt, etc.), open that project. If you're starting fresh, create a new project. The Orchestrator Prompt handles both cases — it scans what's already there and adds only what's missing.

3

Paste the Orchestrator Prompt into your builder's chat

Open the on this page. Copy the Orchestrator Prompt and paste it into your AI builder's chat. It will scaffold the full admin system — secure login, email marketing module, booking engine, and CMS — on top of your existing codebase. This takes 2–5 minutes.

4

Add your API keys as secrets

Critical — Novice Users

In your builder, go to Settings → Secrets and add the keys your app needs. For this framework: STRIPE_SECRET_KEY (for booking payments — get it from your Stripe dashboard), ANTHROPIC_API_KEY (for AI-assisted content — get it from console.anthropic.com), and DATABASE_URL (your MySQL connection string). No key is needed for the admin login, CMS, or email modules — those run on your existing infrastructure.

Don't have a MySQL server?

You can purchase a shared hosting plan with cPanel and MySQL at host.esgwon.dev. Once your account is set up, follow the step-by-step guide to create your database and connect it to your AI website builder.

How to set up cPanel MySQL & connect to your AI website →

Need help with Stripe?

Get your STRIPE_SECRET_KEY and STRIPE_PUBLISHABLE_KEY from your Stripe dashboard. The guide covers test keys, webhook setup, and going live.

Stripe API keys — setup & testing guide →

Need help with Anthropic?

Get your ANTHROPIC_API_KEY from console.anthropic.com. The guide covers model selection, cost management, and troubleshooting.

Anthropic API key — setup & model guide →

Prompting Airo after setup — always name the file

When asking Airo to add tables, columns, or features to the admin dashboard, always include src/server/lib/admin-db.ts in your prompt. Without it, Airo may target the wrong database. Example: "Add a bookings table in the admin database (src/server/lib/admin-db.ts) — do not touch any other database connection in this project."

See safe prompting examples →
5

Run the framework prompts inside your live app

Your app is now running in the builder's preview panel. Open the on this page, copy each prompt one at a time, and paste it into your builder's chat. Replace every [BRACKET] with your real data before sending. Work through the stages in order — each stage output feeds the next.

6

Test end-to-end, then publish or hand off to your client

Walk through the admin as a real user: log in, create a booking, send a test email campaign, update a CMS image, and run the Safe-to-Publish gate. Once everything passes, click Publish in your builder. Because this is a white-label dashboard, your client accesses it at /admin on their own domain — no Prompt.Doctor branding, no third-party login required.

Who is this for?

Creators who have built their first issue and want to level up quality
Artists who want cinematic, film-quality panel compositions
Writers who want to use the AI Critic loop to improve storytelling
Anyone who wants to understand every AI system in Pure.v2 and use them intentionally

Everything you get

44 production-ready prompts across 6 AI system modules
Director AI: style presets (noir, manga, superhero, indie, watercolor, retro, webtoon, european)
Cinematographer: lens selection, camera height, composition rules, 8 lighting rigs
AI Colorist: color preset system, temperature/contrast/saturation grading, mood mapping
AI Inker: ink style selection (clean, scratchy, brush, technical, expressive), line weight control
AI Letterer: 8 lettering presets, dialogue polish workflow, caption vs narration distinction
AI Critic loop: scoring rubric (continuity, composition, dialogue, emotion, print-safe, readability), revision workflow
Character DNA: Visual DNA locking, cross-panel consistency checks, costume state management
Lifetime updates

What's Inside

6 modules · 44 prompts · 6 workflow stages

Modules(6 total)

Director AI — Style Mastery

All 8 art style presets (superhero, manga, indie, noir, watercolor, retro, webtoon, european) with prompt fragment patterns. Custom director profile creation and genre-style pairing guide.

8 prompts

Cinematographer Panel

Lens selection (wide, standard, telephoto, fisheye, macro), camera height (ground, low, eye, high, bird's eye, dutch), composition rules (rule of thirds, golden ratio, symmetry, leading lines), and all 8 lighting rigs with prompt fragments.

10 prompts

AI Colorist — Color Script System

All color presets with emotional mapping, temperature/contrast/saturation workflow, per-page color script construction, and mood-to-palette translation guide.

8 prompts

AI Inker + AI Letterer

Ink style selection and line weight control for 5 ink styles. Lettering preset selection for 8 presets (classic, modern, horror, sci-fi, handwritten, bold, elegant, retro), dialogue polish workflow, and caption vs narration distinction.

8 prompts

AI Critic Loop

Scoring rubric across 6 dimensions (continuity, composition, dialogue, emotion, print-safe, readability). How to read Critic scores, which suggestions to act on, and the revision loop workflow.

6 prompts

Character DNA System

Visual DNA construction, locking and unlocking DNA, costume state management, cross-panel consistency checks, and the CharacterFaceVault workflow for reference image extraction.

4 prompts
Sample Prompts(44 total)
Prompt 1 — Set Art Style + Cinematography in One Shot·Pure.v2 Narrator — paste and send

Paste this into the Narrator panel. Fill in the brackets. The Narrator will set your art style, ink style, director style, and full cinematography defaults — lens, camera height, composition rule, and lighting rig — all applied to the book in one message. --- Set up my production style for this comic: ART STYLE: [noir / manga / superhero / indie / watercolor / retro / webtoon / european] INK STYLE: [clean / brush / scratchy / technical / expressive] DIRECTOR STYLE: [kubrick / spielberg / miyazaki / miller / moebius / kirby / otomo / ware] COLOR PRESET: [noir / vibrant / warm / cool / pastel / neon / earth / monochrome / golden / crimson] LETTERING: [classic / modern / horror / sci-fi / handwritten / bold / elegant / retro] CINEMATOGRAPHY DEFAULTS for this book: Lens: [wide / standard / telephoto / fisheye / macro] Camera height: [ground / low / eye / high / bird's eye / dutch] Composition: [rule of thirds / golden ratio / symmetry / leading lines / centered] Lighting rig: [natural / noir / golden hour / neon / dramatic / soft box / backlit / practical] Mood: [describe the overall visual mood in 1 sentence — e.g. "rain-soaked and claustrophobic" or "sun-bleached and desolate"] Apply all of these as my book defaults. Every panel I generate from now on should use these cinematography settings unless I tell you to change them for a specific scene.

Prompt 2 — Change Style for a Scene + Run Critic·Pure.v2 Narrator — paste and send

Paste this into the Narrator panel. Fill in the brackets. The Narrator will update your generation layer (art style, ink, color, lighting) for the current scene with a creative rationale, then trigger the AI Critic to score the book so far. --- I'm starting a new scene on page [PAGE NUMBER]. This scene is [describe the scene — location, emotional tone, what happens]. It needs a different visual treatment from the rest of the book. Change the generation layer for this scene: Art style: [new style or "keep current"] Ink style: [new ink style or "keep current"] Color preset: [new preset — choose one that fits this scene's mood] Lighting rig: [new lighting rig — choose one that fits this scene] Reason: [In 1–2 sentences, explain the creative rationale — why does this scene need a different visual treatment?] After applying the new style, run the critic on the book so far. I want to know the current story, composition, dialogue, and continuity scores before I continue.

Prompt 3 — Build a Color Script for the Full Issue·Pure.v2 Narrator — paste and send

Paste this into the Narrator panel. Fill in the brackets with your story's emotional arc. The Narrator will assign a color script to every page in the book — mapping your 3-act structure to color temperature, preset, and mood. Each page will have its color grading set before you generate a single panel. --- Build a complete color script for my [PAGE COUNT]-page issue. Here is the emotional arc: ACT 1 — pages 1 to [end of act 1]: Emotional tone: [describe — e.g. "tense but hopeful, the world feels normal but wrong"] Color direction: [warm / cool / neutral / neon / golden — and why] Key moment: page [X] — [describe the most important visual beat in Act 1] ACT 2 — pages [start] to [end]: Emotional tone: [describe — e.g. "things are falling apart, paranoia and danger"] Color direction: [how should the palette shift from Act 1?] Midpoint: page [X] — [the reversal or dark moment — what color treatment does it need?] ACT 3 — pages [start] to [end]: Emotional tone: [describe — e.g. "cathartic, costly victory" or "tragic, hollow resolution"] Color direction: [warm for hope / cold for tragedy / desaturated for ambiguity] Final page: [what is the last image and what color should it carry?] Assign a color preset and mood string to every page in the book based on this arc. Apply the color scripts now.

Workflow Architecture(6 stages)

system

12 prompts

Stage 1

prompts

10 prompts

Stage 2

workflow

8 prompts

Stage 3

templates

8 prompts

Stage 4

architecture

6 prompts

Stage 5

Everything included

Director AI — style presets and custom director profiles
Cinematographer panel — lens, camera height, composition, lighting rigs
AI Colorist — color preset system and per-page grading
AI Inker — ink style selection and line weight control
AI Letterer — lettering presets and dialogue polish
AI Critic loop — scoring and revision workflow
Character DNA panel — visual consistency across panels
Full Access Unlocked

You have full access

All 44 prompts across 6 modules are unlocked for your account.

$199$279

Lifetime access