System intelligence · live engine

See how the engine actually works.

Every extraction runs through a real, tiered analysis pipeline. This page shows the capability profile of each plan, the live model ecosystem behind it, and the exact stages the engine walks through - no gloss, no mock data.

Capability profile

Three plans. Three depths.

Each tier runs the same engine at a different depth. The radar below plots the real capability profile of each plan - how much the pipeline extracts, how precisely, and how fast.

Interactive

Nano Lite

Fast, concise extraction - the everyday mode. The engine reads the subject, scene, lighting, colors and mood, then writes a clean working prompt of up to 1,000 characters.

Nano Lite Nano Spark Spark Ultra Shadow tier

Model selection

Your key. Your model. One engine.

We don't own models - and we don't pretend to. The engine runs on vision LLMs you connect with your own OpenRouter key and routes every extraction to the model you select. Free models already deliver advanced reverse engineering; paid models take it to full precision.

We have no models of our own. Every extraction runs on a vision LLM you select, through your own API key. Free (open) models already do advanced reverse engineering; when you pick a paid model, the extraction is as precise as that model allows.

Selectable through your key

Top selectable categories by model count - all connected through your own key. Full list on the model explorer.

The pipeline

What the engine does on every image.

Each tier walks a real, fixed stage list. The deeper the tier, the more the engine decomposes before it writes a single word of the prompt.

Nano Lite · Standard

6 stages
Receive & load

Image enters the pipeline, decoded and normalized.

Understand the scene

What is in the frame, who is there, where they are.

Extract the core

Subject, setting, lighting, colors, mood - the essentials.

Build the prompt

One clean, copy-ready prompt up to 1,000 characters.

This is the free tier. It runs on every plan.

Nano Spark · Deep

10 stages
Receive & load

Image enters the pipeline, decoded and normalized.

Understand the scene

Scene, subjects, environment and relationship.

Analyze composition

Framing, placement, hierarchy, negative space.

Analyze lighting

Direction, softness, shadows, temperature.

People & materials

Pose, expression, textures, surfaces, products.

Map the structure

Layout, typography and hierarchy when visible.

Build the prompt

Structured prompt up to 2,000 characters.

Validate

Consistency check before delivery.

Professional reverse engineering - Pro and Ultra plans.

Spark Ultra · Ultra

15 stages
Receive & load

Image enters the pipeline, decoded and normalized.

Deep reverse

Full reverse-engineering pass over the frame.

Map the scene

Every layer, region and distinct visual area.

Composition & camera

Framing, lens character, perspective, depth.

Lighting & materials

Every light, shadow and surface response.

People & details

Facial detail, hands, clothing, strand-level.

Graphic details

Typography, frames, logos - verbatim text.

Exact catalog

Position inventory - every element placed.

Build specification

Layer-by-layer reconstruction spec.

Generate the prompt

Exhaustive prompt up to 20,000 characters.

Validate against reference

Quality-control pass re-checking the image.

Refine & final verify

Corrections folded in, output verified.

Deepest reconstruction - Spark Ultra plan.

Live depth, live limits

per plan
1,000Prompt lengthhard cap per extraction
1Images per requestper analysis run
1API keyswith automatic failover
10Credits / day1 credit per run

Nano Lite limits - server enforced.

Compare all plans →

The progression

From extraction to exact reconstruction.

Nano LiteFree forever

Extract & understand. Quick, practical extraction and editing - a working prompt in seconds.

Nano Spark$15 one-time

Reverse engineer & restructure. Professional depth - layout, typography, hierarchy, deeper lighting and materials.

Spark Ultra$20 one-time

Deeply transform & rebuild. Layer-by-layer decomposition with a quality-check pass, up to 20,000 characters.

MAX$50 · coming soon

Everything from Ultra plus video reverse engineering when it launches.

Now see it on a real image.

Install the extension, sign in, and hover any image - the engine runs the exact pipeline above, live.