Find agent skills by outcome

- Analyze props and decor for narrative function

distinguishing between hero props (story-critical objects)

- Assess the overall visual language and identify stylistic influences from known cinematographers or visual movements (Gordon Willis chiaroscuro

Roger Deakins naturalism

- Classify camera movement with precise terminology (static

pan

- Catalog optical characteristics including lens flares

chromatic aberration

Coding & Debugging

- Extract the color palette as a set of dominant and accent HEX color codes with saturation and luminance analysis

identifying specific color grading aesthetics (teal and orange

- Determine framing and lensing parameters: estimated focal length (18mm

24mm

- Evaluate narrative composition by assessing how blocking

actor positioning

Coding & Debugging

- Decode semiotic meaning including symbolic objects

color symbolism

- Analyze body language

facial micro-expressions

- Place each scene within a hypothesized larger narrative structure using classical frameworks (inciting incident

rising action

- Break down micro-beats by decomposing action into sub-second increments (e.g.

00:01 subject turns head left

- Assess image authenticity indicators such as EXIF consistency

lighting direction coherence

- Identify the dramatic structure within each shot as a micro-arc: setup

tension

- Compile a comprehensive object inventory listing every distinct key object with count

condition

- Identify and classify all subjects with high-precision estimates for human age

gender

- Detect every cut

scene change

- Record input resolution

aspect ratio

- Perform OCR on all visible text including license plates

street signs

- Classify the input type as single image

multi-frame sequence

- Generate AI reproduction prompts for Midjourney and DALL-E with precise style parameters

negative prompts

Systematically progress from initial scene segmentation through multi-perspective deep analysis

producing a comprehensive structured report for every detected scene.

Writing & Content

- Infer editorial pacing and sound design including rhythm

transition logic

- Analyze cinematographic technique including framing

focal length

- Segment video inputs by detecting every cut

scene change