AgentStack
SKILL verified MIT Self-run

Higgsfield Character Design

skill-osidemedia-higgsfield-ai-prompt-skill-higgsfield-character-design · by OSideMedia

Pre-production story-and-character development for Higgsfield projects — the upstream layer that decides WHAT to prompt before any model runs. Use when the user wants to build a character, design a world, develop a story or premise, create a character sheet / character bible / story bible, lock a visual style or 'visual DNA', plan a multi-shot narrative with consistent characters, or says things…

No reviews yet
0 installs
9 views
0.0% view→install

Install

$ agentstack add skill-osidemedia-higgsfield-ai-prompt-skill-higgsfield-character-design

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

Are you the author of Higgsfield Character Design? Claim this listing to set pricing, connect Stripe payouts, and keep 70% of every sale.
Sign up to claim

About

Higgsfield Character Design — Story Bible

The rest of this skill library answers "how do I prompt this?" This skill answers the question upstream of it: "what am I prompting, and why this and not generic AI slop?" It is the pre-production layer — premise, world, character, story, and a locked visual style — that you build before writing a single generation prompt, then hand off to higgsfield-prompt and the model guides.

> Attribution. The framework, worksheet structure, and the "world first" method are adapted from Higgsfield's official Character Design materials by @vavavinca. We reuse the schemas and method; all examples here are original. Credit Vinca when sharing.

QUICK FACTS

Routing aids — read the linked sections for the actual method.

  • World first, always. Lock the world before you cast a character; the world is the gravity that shapes who they have to become [→](#the-method-world-first)
  • Six steps, each locks an output you do not revisit: Premise → World → Character → Story Spine → Style Sheet → hand-off [→](#the-method-world-first)
  • The flagship artifact is the 9-Question Character Sheet — thematic role, external/internal goal, psychological/moral need, wound, spark, silhouette, contradiction [→](#step-3-character-9-questions-the-web)
  • The strongest anti-slop tool is the Forbidden List in the Style Sheet — naming what the world is NOT is often more useful than the palette [→](#step-5-style-sheet-visual-dna-forbidden-list)
  • Specificity beats adjectives: if any character could say it, it's a stereotype; keep asking "why?" until the answer surprises you [→](#anti-generic-drills)
  • Fillable worksheets live in ../../templates/character-design/ — hand them to the user or fill them together [→](#templates)
  • This skill produces inputs; it does not generate. Hand the locked Visual DNA + character sheet to higgsfield-prompt [→](#step-6-hand-off-to-generation)

The method: world first

A world is a system of constraints. Decide what the world will not let a character do, and you have decided who they have to become. So the order is not negotiable — each step locks an output the later steps depend on, and you don't loop back to relitigate it:

1. PREMISE      one arguable sentence, no characters yet
2. WORLD        six dimensions, filled before anyone is cast
3. CHARACTER    9 questions + a relationship web
4. STORY SPINE  10–20 beats, "therefore / but", never "and then"
5. STYLE SHEET  palette + lighting + materials + a FORBIDDEN list (the Visual DNA)
6. HAND OFF     feed the locked sheets into higgsfield-prompt + a model

The failure mode this prevents is the common one: open Higgsfield → generate a cool image → realize there's no story or consistency → quit. Build the bible first; the image is the receipt, not the recipe.

If the user arrives mid-stream ("I already have a character"), don't force them back to step 1 — locate where they are, check the upstream outputs exist (a character with no world is the usual gap), and fill the missing layer.


Step 1 — Premise

One sentence, no character names. It states an arguable claim about people or the world, not a plot. Four fields, then a pressure test (worksheet: ../../templates/character-design/premise.md).

  1. Theme statement — a claim, not a logline. "Belonging is something you build, not something you're owed."
  2. What it argues — the testable belief. "People who wait to be chosen stay invisible."
  3. The counter-argument — the opposing truth the story must honor, or the theme is propaganda. "Some people are kept out no matter what they build."
  4. Emotional promise — one word + one line. "Defiance — the thrill of a door forced open."

Pressure test (all five): compresses to ONE sentence (no "and", no semicolon) · contains NO character names · is arguable · has a real counter-argument · names a feeling, not just an event.


Step 2 — World Sheet (six dimensions)

Fill all six before casting anyone (worksheet: ../../templates/character-design/world-sheet.md). Each answer must be specific and must not change when characters arrive.

| Dimension | The question it answers | Original example | |-----------|-------------------------|------------------| | Physical | Look, sound, smell, climate, geography, architecture | "A tide-city built on stilts; the streets flood twice a day and everyone owns a boat before they own shoes." | | Social | Who has power, how it passes | "Status is measured in dry land. The few who own ground above the tideline never have to row." | | Economic | Currency, what's scarce, what people kill for | "Fresh water is the real currency; salt ruins everything, so sealed jars are inheritance." | | Ideological | What's sacred, shameful, unspoken | "Drowning is shameful — it means you didn't read the water. Nobody says a drowned name aloud." | | Historical | What everyone remembers or has forgotten | "The Great Surge took the old capital a century ago; half the city pretends it's coming back." | | Sensory | The daily textures the body knows | "Rope-burned palms, the green smell of low tide, lantern oil, the constant give of a floor that moves." |

Done check: read it aloud — does it sound like one world (no contradictions)? Is every answer specific? Will it stay true once characters walk in? Lock it. See also [Hard vs soft worldbuilding](#hard-vs-soft-worldbuilding) for how knowable the rules should be.


Step 3 — Character (9 questions + the web)

The 9-Question Character Sheet

The framework's flagship artifact (worksheet: ../../templates/character-design/9-question-character-sheet.md). Header: name, age, world, archetype. Then, in order — vague answers are the enemy; only this character should be able to give them:

  1. Thematic role — what they prove or disprove about the premise. "That belonging can be built — he builds a crew out of other discards."
  2. External goal — a specific, currently-impossible want. "Buy the deed to a square meter of dry land before the next Surge season."
  3. Internal goal — what reaching it would mean about themselves. "Proof he's worth keeping, not just useful to keep around."
  4. Psychological need — the flaw that hurts THEM. "He treats every kindness as a debt he has to discharge before it's used against him."
  5. Moral need — the flaw that hurts OTHERS. "He recruits people for their use, then can't admit when he's done using them."
  6. Wound — the specific past event that taught them the world hurts. "At nine, watched his mother trade her water ration to a landlord who let her drown anyway."
  7. Spark — the specific past event that taught them what to become. "A stranger pulled him out of the tide and asked his name — the first person who wanted it."
  8. Silhouette — what their shape says across a room. "Always half-crouched at a doorway, weight on the back foot, ready to bolt or bargain."
  9. Contradiction — two things that don't match. "Pretends he travels light. Keeps a waterlogged ledger of everyone who ever did him a favor."

The Character Web

Characters reveal themselves in friction, never alone (worksheet: ../../templates/character-design/character-web.md). Map four spokes around the hero — Opponent (the primary opposite), Ally (who they lean on), Mentor (who taught them), Foil (the variation that exposes them). Characters can move through roles over the story (a mentor who becomes an opponent is a person; one stuck in a single bubble is a function). Diagnostic: if you can take one spoke away and the hero says the same line in every scene, the web is too thin.


Step 4 — Story Spine

10–20 numbered beats (worksheet: ../../templates/character-design/story-spine.md). Beat format:

Beat N: [character] [does / discovers / loses] [thing]. Result: [the next problem].

Connect beats with "therefore" or "but" — never "and then" (that's a list, not a story). Mark the Midpoint Turn: which beat flips the premise against the lead. Stop when the premise is proven — don't pad to hit 20.


Step 5 — Style Sheet (Visual DNA + Forbidden List)

Lock the look once, then inject it verbatim into every prompt (worksheet: ../../templates/character-design/style-sheet.md). Two ways to build it: (A) let the model draft it from the World Sheet (the worksheet carries a ready-to-paste prompt), or (B) fill it by hand. Six constants:

  • Palette — 5–7 hex codes (#1B3A4B, #6FA8A0, …). Inject the hex, don't describe colors in prose.
  • Lighting — the recurring light logic ("flat overcast noon, warm lantern pools after dark").
  • Materials — what the world is made of ("wet rope, salt-bleached wood, hammered tin, oilcloth").
  • Juxtaposition — one familiar + new pairing that fixes the world's identity ("a child's birthday party on a half-sunk rooftop").
  • Age & proportion — the build/era language for characters.
  • Real-life refs — 2–3 actors / paintings / films for the look (treat as look references, not identity to copy).

The Forbidden List is the most valuable field — name what the world is NOT. It's often more useful than the palette and it's your strongest anti-slop lever:

> NO generic flooded-city teal-and-orange. NO neon. NO pristine surfaces — everything is salt-scarred. NO clear blue sky. NO photoreal celebrity faces. NO pure-black shadows; use deep indigo instead.

This Visual DNA — hex palette + forbidden list — is what gets pasted into prompts to keep a series consistent. See higgsfield-soul (Soul HEX) and higgsfield-style for how the color lock is applied at generation time.


Step 6 — Hand off to generation

This skill produces inputs; it does not generate. When the bible is locked, route forward:

  • The prompthiggsfield-prompt (MCSLA structure). Inject the Visual DNA (hex + forbidden list) verbatim, and pull the subject from the character's Silhouette + Contradiction, the action from the relevant Story Spine beat.
  • The modelmodel-guide.md / image-models.md. For a character who recurs across many shots, train a Soul ID / Soul Cast identity (higgsfield-soul) rather than re-rolling one-offs; for a single hero image that won't reappear, a one-off generation is fine.
  • Multi-shot sequenceshiggsfield-cinema (Cinema Studio) for shot-by-shot continuity; the Story Spine beats become the shot list.
  • Generic prompts get generic characters. A thin prompt ("a young man's portrait, cyberpunk") cannot recover what the sheet would have supplied — the locked sheet is the difference between a function and a person on screen.

Anti-generic drills

Three fast tests for killing slop, usable at any step:

  • Always Ask Why. Repeat "why?" until the answer surprises you. "He's guarded." Why? "He was betrayed." Why does that still run him? "Because the one who betrayed him also taught him everything." A stereotype is any line any character could say; yours is the line only this one could.
  • One Wound, Two Characters. The same wound produces opposite people. "Abandoned as a child" → one runs toward every relationship and clings; another refuses to need anyone. Pick the less obvious reaction.
  • Eyes Wide Shut / Silhouette test. Can you recognize the character from shape alone, with no face? If the silhouette doesn't read (warrior / mystic / rogue), the design is generic — fix it before generating.

Hard vs soft worldbuilding

How knowable should the world's rules be? Decide with three questions (worksheet note in world-sheet.md):

  1. Does the story depend on the audience mastering the rules? Yes → hard (rules are explicit and consistent, e.g. heist/system stories).
  2. Do you want the audience feeling smart or feeling wonder? Smart → hard; wonder → soft.
  3. Are you willing to leave things unexplained? Yes → soft (mystery preserved, e.g. fable/dream logic).

Hard worlds reward consistency in your prompts (repeat the same physical rules); soft worlds reward atmosphere over explanation. This choice changes how literal your World Sheet's Physical/Historical dimensions should be at generation time.


Templates

Fillable worksheets in ../../templates/character-design/ (hand them to the user or fill collaboratively):

| Worksheet | Step | |-----------|------| | premise.md | 1 — theme + counter-argument + pressure test | | world-sheet.md | 2 — six dimensions + hard/soft check | | 9-question-character-sheet.md | 3 — the flagship character schema | | character-web.md | 3 — Opponent / Ally / Mentor / Foil map | | story-spine.md | 4 — beats + midpoint turn | | style-sheet.md | 5 — Visual DNA + Forbidden List (+ AI-draft prompt) |


Related skills

  • higgsfield-prompt — turns the locked sheet into an MCSLA generation prompt (the primary hand-off)
  • higgsfield-soul — Soul ID / Soul Cast for recurring-character consistency; Soul HEX for the palette lock
  • higgsfield-cinema — Cinema Studio multi-shot sequences; Story Spine → shot list
  • higgsfield-style — applying the Visual DNA / forbidden list at generation time
  • model-guide.md · image-models.md — picking the model for the character/scene

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

No reviews yet — be the first.

Versions

  • v0.1.0 Imported from the upstream source.