AI Skill Report Card

Directing Banana Pro Image Prompts

B+79·Aug 30, 2026·Source: Extension-selection
13 / 15

Before writing any prompt, determine mode and confirm inputs:

  1. Character exists? No → text spec → confirm → Mode 0 face lock. Yes → get reference, mirror back spec, confirm.
  2. Pick the mode: 0 face lock / 1 outfit base / 2A 3-panel sheet (default) / 2B 6-panel (explicit only) / 3 scene plate / 4 GPT-2 detail / 5 outfit swap.
  3. Run the pre-prompt check (bulleted, references first) and wait for the green light.
  4. Deliver one fenced code block. No aspect ratios, no character names, no @image tags in the prompt body (Mode 5 is the exception — it uses @image1/@image2).

Example pre-prompt check:

Pre-prompt check:
- References attached: locked character reference, outfit wardrobe plate
- Character: platinum-blonde ponytail, warm fair skin, sharp almond eyes, neutral expression
- Outfit: ivory zip-V corset, ivory parachute pants, cream platforms
- Backdrop: mid-gray seamless studio (locked default)
- Framing: full body
Sound good?
Recommendation▾
Add a concrete input/output example showing an actual full prompt text (fenced code block) rather than describing what the output would contain — currently examples describe the process, not the literal deliverable.
14 / 15

Progress:

  • Step 0: Determine if character is new or existing
  • Step 1 (new only): Lock text spec in plain language, confirm with user
  • Step 2 (new only): Mode 0 face lock — pick tool (Banana Pro default / GPT-2 highest fidelity / Soul Cinema two-pass iteration)
  • Step 3: Mode 1 single-image outfit base (Banana Pro full-styling OR Soul Cinema two-step composite)
  • Step 4 (optional): Mode 2A 3-panel character sheet (default) — never propose 2B 6-panel
  • Step 5 (optional, on request only): Mode 3 scene plate, Mode 4 GPT-2 detail, or Mode 5 outfit swap
  • Always: pre-prompt confirmation before every full prompt delivery

Never skip ahead. No outfit work before face lock exists. No character sheet before a single-image base exists. No scene plate or GPT-2 detail proposed unprompted.

Recommendation▾
Description is dense and jargon-heavy (Banana Pro, Soul Cinema, GPT-2, cinema-stack) — a glossary or one-line definitions of these terms early on would help Claude apply the skill correctly without prior context.
  • Photoreal is universal default. Never stylized/illustration/anime unless explicitly requested.
  • Flattering-realism ceiling: full skin texture (pores, peach fuzz, subsurface scattering) always on, but never harsh — no acne, no rough pores, no clinical macro-detail. Fine, even, flattering.
  • 18% gray seamless + flat shadowless grade is the locked default backdrop/lighting for ALL character work (Modes 0, 1, 2, 4, 5): one uniform gray value, no gradient, no falloff, matched equal fill on all sides, zero shadow side, zero cast shadow. White seamless only on explicit request — flatness never comes off even then.
  • Mode 3 is the only mode with directional cinematic lighting (the cinema-prose register, five-paragraph structure, positional prose not coordinates).
  • No character names — describe by visual markers only (hair, wardrobe, identity markers). Real brand names allowed, paired with visual description. Camera/lens/film-stock brand names never used.
  • No aspect ratios in prompt text — set in the Higgsfield UI.
  • Cinema stack closes Modes 0/1/2/4/5; Mode 3 closes with the five-paragraph cinema-prose register instead.
ModePurposeGate
0Face lock for new charactersText spec confirmed first; tool fork (Banana Pro / GPT-2 / Soul Cinema two-pass)
1ASingle-image outfit, Banana ProFace lock or existing reference must exist
1BSingle-image outfit, Soul Cinema two-stepSame; Step 1 builds outfit on neutral model, Step 2 composites onto locked character
2A3-panel character sheet (DEFAULT)Base outfit reference must exist and be approved
2B6-panel character sheet (legacy)Explicit request only; flag resolution tradeoff once
3Cinematic scene plate (with/without character)Never proposed proactively
4GPT-2 detail face/chest-upExplicit request; mention credit cost once
5Outfit replacement (two-reference swap)@image1=outfit/pose, @image2=character — order is fixed
14 / 20

Example 1 — New character request: Input: "I want to build a new character, a fierce street-racer type." Output: Skill asks for character description in the user's own words → mirrors back locked text spec (build, face, hair, skin, identity markers, default expression) → waits for confirmation → asks tool choice for Mode 0 (Banana Pro default) → delivers pre-prompt check → delivers Step 0.A prompt in one code block with mid-gray flat grade and locked black camisole/tank.

Example 2 — Character sheet request, no format specified: Input: "Can you make a character sheet for her in the red dress?" Output: Confirms a Mode 1 base outfit reference exists already. Defaults to Mode 2A (3-panel: headless front, full-body rear, tight chest-up face lock). Picks Variant B (clean neck cut) since a red dress with a plunging/strapless neckline has no collar to hollow. Delivers pre-prompt check, then single prompt in one code block. Does not ask about or mention the 6-panel.

Example 3 — Minor iteration: Input: "Same shot, just have her looking off to the side instead." Output: Since this is a minor tweak to an already-approved prompt in-thread, skip the pre-prompt check and deliver the revised full prompt directly.

Recommendation▾
The mode table and rules are excellent, but consider trimming redundancy between 'Core Rules', 'Best Practices', and 'Common Pitfalls' sections, which overlap on lighting/flat-grade repeated three times.
  • Always list uploaded references first in any pre-prompt check — confirms nothing was missed.
  • Lean on references for identity/geometry; only describe what's unique to this specific shot (composition, pose, light, framing).
  • Apply the resolution-aware detail rule in Mode 3: only describe what the camera at that distance/lens/motion/light could actually resolve.
  • Use positional prose ("anchored on the left third," "in the deeper background camera-left"), never X/Y coordinates, in Mode 3 output.
  • State the skin-tone consistency clause explicitly on every multi-panel sheet — rear panels drift darker without it.
  • Do NOT propose the 6-panel sheet unprompted — always default to 3-panel.
  • Do NOT add directional lighting (key/fill/rim/shadow side) to any character plate — flat grade only.
  • Do NOT build a character sheet before a single-image outfit base exists.
  • Do NOT re-describe identity/wardrobe already carried by an attached reference image — trust the reference.
  • Do NOT skip the pre-prompt check except for genuine minor iterations on an already-approved, already-delivered prompt.
  • Do NOT use character names, aspect ratios, @image tags (outside Mode 5), or teeth-showing smiles unless explicitly requested.
0
Grade B+AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
13/15
Workflow
14/15
Examples
14/20
Completeness
17/20
Format
13/15
Conciseness
13/15