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@83e2083

Master prompt-engineer for photoreal, artifact-free AI still images on ANY tool (Reve, Midjourney, Flux, GPT-image, Imagen, Nano Banana, Stable Diffusion). Builds prompts that hit National-Geographic-grade realism — true skin/fur texture (no plastic), correct anatomy/hands/faces, physically coherent light/shadows/reflections, clean legible text — while engineering deliberate visual IMPACT (color contrast, composition, awe/adrenaline, a striking point of view). Runs a gated process: lock the point-of-view and build the 8-block Capture Stack BEFORE generating, then run a forensic pre-submit inspection against the known artifact list. Use whenever the goal is a single still image that must look REAL and hold up under close inspection — contest entries, hero shots, product/character/wildlife/architecture/concept art, or any time AI images come out plastic, distorted, or fake. Composes with nano-banana-2 (execution) and director (motion). Hebrew triggers: תמונה, תמונות, פוטוריאליזם, ריאליזם, לייצר תמונה, פרומפט לתמונה, בלי עיוותים, עור פלסטיק, ידיים מעוותות, פרצוף מעוות, חדות, נשיונל ג'יאוגרפיק.

Use this Skill: https://skilld.dev/gh/hoodini/ai-agents-skills/image-master

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references04-impact-and-composition.md

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04 — Visual Impact: Color, Composition, Drama, Narrative

Realism gets you past inspection; impact wins. Each lever pairs the evidence (why it works on the brain/eye) with a copy-paste prompt fragment.

1. COLOR RECIPES (arousal + separation)

  • Teal–orange complementary split. Highest exposure-value contrast of any complementary pair; the eye is most sensitive to orange skin/fur against teal, so the subject pops and warm/cool splits depth (warm advances, cool recedes). → warm orange key light on the subject, deep teal-cyan shadows and background, complementary color separation
  • Single saturated accent on a desaturated field. Saturated color spikes arousal and pupil dilation; muted surroundings make it an irresistible focal magnet. → near-monochrome muted palette with one vivid saturated [red] accent, color isolation
  • Red for urgency/adrenaline. Tied to danger; fastest color to grab attention (ERP-confirmed). Use sparingly — prolonged red reads as stress. → a single charge of crimson red signaling danger
  • "Dopamine" high-key pop (joy/awe): electric blues, hot pinks, sunny yellows, vibrant high-saturation palette

2. COMPOSITION (drive the eye)

  • Leading lines terminating ON the subject. Eye-tracking (Yang 2025): lines + a prominent subject scored highest on aesthetics and produced longer dwell, fewer scattered fixations — concentrated engagement. The rule: put a clear subject at the end of the lines. → strong leading lines (road / river / fence / shaft of light) converging on the subject at the focal point
  • Thirds vs golden ratio vs central dominance. Thirds = natural tension/balance at a grid intersection; golden spiral pulls focus tighter; for a single hero punch, central dominance + symmetry can hit hardest. → subject on the right-third power point, horizon on the lower third OR dead-center symmetrical composition, single dominant subject
  • Negative space = clarity + the sublime; minimalism amplifies awe. → vast negative space, minimalist composition, tiny subject isolated in an empty frame
  • Figure–ground separation makes the subject instantly readable. → bright rim-lit subject against a dark background, strong figure-ground separation

3. TENSION / DRAMA DEVICES

  • Chiaroscuro / low-key / Rembrandt. Hard light + deep shadow builds 3D depth on a 2D plane; signals mystery, dread, gravitas. → dramatic chiaroscuro, single hard key light, deep falloff into black, film-noir mood
  • Scale juxtaposition → awe. A tiny subject against overwhelming vastness magnifies grandeur (the "small self," dopamine/serotonin, the sublime). → a lone tiny figure dwarfed by a colossal [cliff / storm / sky], overwhelming sense of scale
  • The decisive moment. A single frozen peak-action instant (the strike, the catch, the confrontation) — what World Press / Wildlife Photographer winners reward. → the decisive moment frozen at peak action, split-second tension
  • Implied motion / the gaze. Gaze direction acts as a leading line; eye contact with the viewer is a confrontational hook. → the subject's intense gaze locked on the viewer OR looking off-frame toward unseen tension, directional gaze leading the eye
  • Rule of odds. Odd-numbered groups (esp. three) read more dynamic than even/balanced. → three subjects arranged asymmetrically

4. SINGLE-IMAGE NARRATIVE (the judges' "distinct visual narrative")

  • Juxtaposition of opposites — the most iconic photojournalism pairs contradictory elements in one frame (life/decay, fragile/monstrous, beauty/threat). 2025 Wildlife grand-title: a wild hyena inside an abandoned human town — nature reclaiming civilization. → a single frame juxtaposing [the wild against the man-made / the tender against the violent], one image telling a whole story through contradiction
  • Anthropomorphic emotional hook — a face/gesture reading as human emotion is the universal, language-transcending viral hook (emotional contagion). → the animal's expression reading as unmistakable [grief / fear / defiance / tenderness]
  • Photojournalistic "truth" texture — judges value images that read as witnessed, not rendered. → documentary photojournalism, available light, candid unposed authenticity, true-to-life grain

5. The "winning-frame" skeleton

[CAMERA: angle + lens character + DoF]. [ENVIRONMENT with explicit horizon + spatial anchors]. [SINGLE HERO SUBJECT + precise pose/gaze]. [LIGHTING: one key + color-temperature contrast]. [COLOR recipe]. [NARRATIVE DEVICE]. [TEXTURE callouts for 4K]. [exact text, placement, material if any].

Lock it as a composition, render at native resolution, then edit the one weak element (hand/face/text) rather than re-rolling — playing to the model's strengths.

6. Contest rubric → lever map

Judging criterion Levers to pull
Distinct visual narrative / striking POV unusual camera (worm's-eye, top-down, Dutch); juxtaposition of opposites; the gaze
Technical craft (anatomy/texture/text) ch.01 anatomy + ch.02 materials/light + ch.03 text + native 4K
Range span disciplines across the set (wildlife/portrait/architecture/product/concept/graphic/abstract)
Impact & innovation teal-orange or single-accent color; chiaroscuro; scale/awe; the decisive moment

Sources: PMC11763225 (leading-line eye-tracking); Adobe & PetaPixel (teal-orange); PMC4413730 (red ERP attentional boost); Wix & colorpsychology.org (dopamine colors, red urgency); Frontiers in Psychology & Psychology Today (awe/sublime/small-self); Wikipedia & Zoner (chiaroscuro/Rembrandt); NHM Wildlife Photographer of the Year 2025 & discoverwildlife (decisive moment, juxtaposition); Photography Institute & SagePub (single-image narrative, emotional contagion). Verified 2025–2026.

Source: SKILL.md on GitHub

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  • Gen Agent Trust Hub3mo

    The skill is a comprehensive instructional framework for AI image prompt engineering. It consists entirely of Markdown documentation and does not contain any executable code, scripts, or mechanisms for data exfiltration. All external references are informative and point to legitimate AI and photography resources.

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