osidemedia/higgsfield-ai-prompt-skill177 files

Higgsfield

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Specification
Skill ID
osidemedia/higgsfield-ai-prompt-skill/higgsfield
Publisher
osidemedia
Repository
higgsfield-ai-prompt-skill
Installs
0
Files
177
Synced
Sep 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

osidemedia/higgsfield-ai-prompt-skill/higgsfieldInstalls these files
  • .claude/commands/release.md
  • .claude/commands/validate.md
  • .claude/rules/cinematic-vocab.md
  • .claude/rules/image-models.md
  • .claude/rules/model-reference.md
  • .claude/rules/photodump-presets.md
  • .claude/rules/prompt-formula.md
  • .claude/settings.json
  • .gitattributes
  • .github/workflows/spec-drift.yml
  • .github/workflows/validate.yml
  • .gitignore
  • .markdownlint.json
  • CHANGELOG.md
  • CLAUDE.md
  • CONTRIBUTING.md
  • DISCIPLINE.md
  • INDEX.md
  • LICENSE
  • README.md
  • SKILL.md
  • assets/fonts/DejaVuSansCondensed-Bold.ttf
  • assets/fonts/DejaVuSansCondensed-Oblique.ttf
  • assets/fonts/DejaVuSansCondensed.ttf
  • assets/fonts/DejaVuSansMono.ttf
  • assets/fonts/README.md
  • db/filter-memory.json
  • db/ledger/README.md
  • db/ledger/_demo.json
  • db/ledger/_global.json
  • db/memory-summary.md
  • db/quality-memory.json
  • db/routing-log.json
  • docs/Seedance 2 Skill.md
  • docs/archive/AUDIT-2026-06-03.md
  • docs/archive/CHANGELOG-v3.0-v3.14.md
  • docs/archive/HISTORY.md
  • docs/user-guide/MANIFEST.json
  • evals/cases/audio.json
  • evals/cases/cinema.json
  • evals/cases/harvest.json
  • evals/cases/models.json
  • evals/cases/prompt.json
  • evals/cases/seedance-2-5.json
  • evals/cases/seedance.json
  • evals/run_evals.py
  • image-models.md
  • model-guide.md
  • photodump-presets.md
  • production-benchmarks.md
  • prompt-examples.md
  • requirements.txt
  • scripts/build_index.py
  • scripts/generate_user_guide.py
  • scripts/higgsfield_memory.py
  • scripts/refresh_specs.py
  • scripts/seedance_lint.py
  • scripts/sub_skill_descriptions.py
  • scripts/sync_specs.py
  • scripts/validate.py
  • scripts/validate_user_guide.py
  • skills/higgsfield-acting/SKILL.md
  • skills/higgsfield-apps/SKILL.md
  • skills/higgsfield-assist/SKILL.md
  • skills/higgsfield-audio/SKILL.md
  • skills/higgsfield-camera/SKILL.md
  • skills/higgsfield-canvas/SKILL.md
  • skills/higgsfield-character-design/SKILL.md
  • skills/higgsfield-cinema/SKILL.md
  • skills/higgsfield-content-factory/SKILL.md
  • skills/higgsfield-content-factory/publish-and-report-workflow.md
  • skills/higgsfield-facs/SKILL.md
  • skills/higgsfield-gpt-image-2/SKILL.md
  • skills/higgsfield-gpt-image-2/reference-sheet-workflow.md
  • skills/higgsfield-gpt-image-2/static-ads-workflow.md
  • skills/higgsfield-image-shots/SKILL.md
  • skills/higgsfield-marketing-studio/SKILL.md
  • skills/higgsfield-marketing-studio/cross-surface-workflow.md
  • skills/higgsfield-mixed-media/SKILL.md
  • skills/higgsfield-models/MODELS-DEEP-REFERENCE.md
  • skills/higgsfield-models/SKILL.md
  • skills/higgsfield-moodboard/SKILL.md
  • skills/higgsfield-motion-design/SKILL.md
  • skills/higgsfield-motion/SKILL.md
  • skills/higgsfield-pipeline/SKILL.md
  • skills/higgsfield-prompt/SKILL.md
  • skills/higgsfield-recall/SKILL.md
  • skills/higgsfield-recipes/SKILL.md
  • skills/higgsfield-scene-engine/SKILL.md
  • skills/higgsfield-seedance-2-5/MODE-PLAYBOOKS.md
  • skills/higgsfield-seedance-2-5/SKILL.md
  • skills/higgsfield-seedance-2-5/VFX-PIPELINE.md
  • skills/higgsfield-seedance-vfx/SKILL.md
  • skills/higgsfield-seedance-vfx/references/dialogue-timing.md
  • skills/higgsfield-seedance-vfx/references/first-frame.md
  • skills/higgsfield-seedance/ENGINE-RULES.md
  • skills/higgsfield-seedance/FAILURE-MODES.md
  • skills/higgsfield-seedance/HELL-GRIND.md
  • skills/higgsfield-seedance/PRODUCTION-PATTERNS.md
  • skills/higgsfield-seedance/SKILL.md
  • skills/higgsfield-shotlist-director/SKILL.md
  • skills/higgsfield-soul/SKILL.md
  • skills/higgsfield-stack/SKILL.md
  • skills/higgsfield-style/SKILL.md
  • skills/higgsfield-troubleshoot/SKILL.md
  • skills/higgsfield-vibe-motion/SKILL.md
  • skills/higgsfield-workspaces/SKILL.md
  • skills/shared/negative-constraints.md
  • specs/AUDIO-MODEL-SPECS.md
  • specs/IMAGE-MODEL-SPECS.md
  • specs/MODEL-SPECS.md
  • specs/audio-model-specs.json
  • specs/audio-model-specs.yaml
  • specs/cli_baseline.json
  • specs/image-model-specs.json
  • specs/image-model-specs.yaml
  • specs/model-specs.json
  • specs/model-specs.yaml
  • specs/models_explore_snapshot_2026-06-11.json
  • specs/models_explore_snapshot_2026-06-22.json
  • specs/models_explore_snapshot_2026-07-05.json
  • specs/models_explore_snapshot_2026-08-01.json
  • specs/models_explore_snapshot_2026-08-07.json
  • specs/models_explore_snapshot_audio_2026-07-05.json
  • specs/models_explore_snapshot_audio_2026-08-01.json
  • specs/models_explore_snapshot_image_2026-06-22.json
  • specs/models_explore_snapshot_image_2026-07-05.json
  • specs/models_explore_snapshot_image_2026-08-01.json
  • templates/01-cinematic-action-chase.md
  • templates/02-product-ugc-showcase.md
  • templates/03-horror-atmosphere.md
  • templates/04-fashion-editorial.md
  • templates/05-sci-fi-vfx.md
  • templates/06-portrait-character-intro.md
  • templates/07-landscape-establishing-shot.md
  • templates/08-comedy-social-media.md
  • templates/09-romantic-intimate.md
  • templates/10-dance-music-performance.md
  • templates/ad-asset-prep.md
  • templates/character-design/9-question-character-sheet.md
  • templates/character-design/character-web.md
  • templates/character-design/premise.md
  • templates/character-design/story-spine.md
  • templates/character-design/style-sheet.md
  • templates/character-design/world-sheet.md
  • templates/seedance/anime-animation.md
  • templates/seedance/facs-expression-beats.md
  • templates/seedance/footage-vfx-transform.md
  • templates/seedance/global-style-prefix.md
  • templates/seedance/multi-character-anchor.md
  • templates/seedance/omni-reference-2-5.md
  • templates/seedance/single-character-position.md
  • templates/seedance/staging-reference.md
  • templates/seedance/top-down-map.md
  • templates/seedance/worked-example-two-character.md
  • templates/text-overlays/slogan.md
  • templates/text-overlays/speech-bubble.md
  • templates/text-overlays/subtitle.md
  • tests/conftest.py
  • tests/fixtures/cli_1_0_1_model_get_seedance_2_0.json
  • tests/fixtures/cli_1_0_1_model_list_video.json
  • tests/fixtures/models_explore_snapshot_2026-06-11.json
  • tests/test_ledger.py
  • tests/test_lint_rules.py
  • tests/test_memory.py
  • tests/test_refresh.py
  • tests/test_routing.py
  • tests/test_sync_specs.py
  • tests/test_validate.py
  • vocab.md
  • workspace/README.md
  • workspace/input/.gitignore
  • workspace/input/README.md
  • workspace/output/.gitignore
  • workspace/output/README.md
  • workspace/processed/.gitignore
  • workspace/processed/README.md

What this skill tells the agent

Higgsfield AI Prompt Skill

Language rule: Reply in whatever language the user writes in.


HARD RULES — pre-delivery checklist

These rules apply to every Higgsfield response. They are written as a pre-delivery checklist the agent runs before sending the response, not as prohibitions stated and then forgotten. The failure mode they prevent is plausibility-over-verification — producing a response that looks correct because the agent's training data knows the rough shape of Higgsfield work, rather than because the agent actually read the skill files and verified the platform's ground truth.

Before delivering any Higgsfield response, confirm in this order:

  1. Routing line present. First line of response names which sub-skills you routed to (e.g. "Routing to higgsfield-prompt + higgsfield-camera for an Atmosphere push-in"). One line, then the work. Missing routing line = response is incomplete; add it.
  1. Routed sub-skills opened and read in this conversation. Match the user's ask to the routing table below, open the matching sub-skill files with the read tool, and READ them. Root SKILL.md and skills/higgsfield-prompt/SKILL.md are mandatory at minimum on any prompt request. Grepped snippets do not satisfy this rule. Full reads do. If your only access to root SKILL.md or skills/higgsfield-prompt/SKILL.md in this conversation came from grep results, you have not satisfied this rule — open the file. Platform vocabulary, preset names, and model parameters must come from the files because this platform's lineup changes between releases.
  1. Named vocabulary verified, not invented. Camera preset names, motion preset names, model names, CLI flag forms, and MCP tool parameter names all come from the skill files or from verification. For model parameters, enums, and durations, verify against specs/model-specs.yaml first — it is generated from a dated models_explore snapshot (see snapshot_date inside the file); if the snapshot is stale (>30 days), verify live instead (higgsfield model get <model> for CLI param schemas; models_explore for MCP). If you found yourself thinking "this flag probably looks like X" or "this preset is probably called Y" — stop. Read the file or run the verification command. Plausibility is not validity. Do not substitute generic video-prompt vocabulary for named Higgsfield presets; do not invent model versions, camera presets, or motion-preset names. If the user names one you don't see in the skill files, say so and ask for clarification.
  1. MCSLA structure intact on video prompts. Model · Camera · Subject · Look · Action. Five layers, every video prompt, unless the user explicitly opted out.
  1. Shared negative constraints appended. Pull positive-phrasing prevention phrases from skills/shared/negative-constraints.md. Do not paraphrase from training; use the exact phrasing from the file. (Kling 3.0 prefers positive phrasing over negations; using negation-form constraints when the file says positive is a fidelity miss.)
  1. Preflight surfaced when applicable. If execution intent is signaled (CLI / MCP / bundled-skills mentioned) AND a video-class or high-cost model is named OR a budget concern is named, surface the two-step preflight (model get / models_explore for schema, then cost estimate). See skills/higgsfield-stack/SKILL.md § Preflight discipline.
  1. Aspect ratio is an enum, not a free-form value. Check the model's allowed ratios against specs/model-specs.yaml before writing them into the header; if the snapshot is stale (>30 days), verify live via schema (models_explore / model get). Example of why this matters: Seedance 2.0 supports native 21:9, Kling 3.0 does not. Anamorphic / 2.35:1 / 2.39:1 are style register vocabulary for the Look line, not output ratios. See vocab.md § Aspect Ratio: output spec vs. style register.
  1. Prompt under 200 words — short-form regime only. Soft cap from MCSLA section. Going over is a signal you're padding rather than locking — tighten. Regime exception: block-scaffold production prompts (skills/higgsfield-seedance/SKILL.md § Official Prompt Architecture) replace the word cap with structural lint — harvested production Seedance briefs run 218–2,059-word medians depending on register [FIELD — 13-project community harvest, 2026-07-18]. The cap governs single-shot MCSLA prompts; a block-scaffold prompt over 200 words is not a rule-8 violation.

If any of items 1–8 are missing or unverified, the response is incomplete. Complete them before sending, not after.


What Is Higgsfield?

Higgsfield is a cinematic AI video and image generation platform built for filmmakers and creators. Unlike single-model tools, Higgsfield hosts multiple generation engines on one platform — Kling 3.0/3.0 Omni/3.0 Motion Control, Sora 2 incl. Pro/Max/Pro Max tiers (UI-only — confirmed in the UI 2026-07-06, absent from the API/MCP catalog), Google Veo 3.1/3.1 Lite, Wan 2.7/2.6/2.5, Seedance 2.5/2.0/Pro, FLUX 3 Video, Minimax Hailuo 2.3/02, Higgsfield DoP (Lite/Standard/Turbo) for video; Soul 2.0, Soul Cinema Preview, Soul Cast, Nano Banana Pro/2, Kling Image 3.0/Omni, Seedream 4.0, GPT Image 2.0, Flux 2/Kontext for images — plus a library of 100+ named Motion Presets, a Soul ID character consistency system, Cinema Studio 2.5, Cinema Studio 3.0 (Business/Team plan), and Cinema Studio 3.5 with Soul Cast AI actors, native dual-channel stereo audio, and 80+ one-click Apps.


Working Folders — file handling

The project has a workspace/ folder with three subfolders. Use them for every task that involves a user-provided document or a file you produce. This keeps uploads and deliverables out of the project root.

FolderRoleYour behavior
workspace/input/Documents the user wants you to read (scripts, story bibles, briefs, character sheets, references).Read from here first. If the user uploaded a file that landed elsewhere in the project root, move it into `workspace/input/` before working with it. When you need a document from the user, ask them to drop it in workspace/input/.
workspace/output/Files you generate for the user (prompt packs, shot breakdowns, batch CSVs, reports, exported docs).Write every file deliverable here, not to the project root. Tell the user the path when you finish.
workspace/processed/Inputs you have finished consuming.When a task is complete, move the source from `input/` to `processed/` so input/ stays clean. Never delete the user's files — relocate them.

Rules:

  • Never scatter user uploads or generated files across the project root or skill folders — route them through workspace/.
  • Treat workspace/input/ as the canonical place to look when the user says "the script / bible / reference I gave you."
  • These three folders' contents are local-only (git-ignored); do not assume anything in them is committed.

Fast Path — Simple Creative Requests

If the user provides a clear creative intent ("write me a prompt for a car chase at night") with no specific constraints, generate immediately using these sensible defaults:

Fast Path still requires reading `skills/higgsfield-prompt/SKILL.md` first — Fast Path means skip clarifying questions, NOT skip the file read.
ParameterDefault
Aspect ratio16:9
Duration8s (Kling lanes — see Seedance exception below)
StyleCinematic
Video modelKling 3.0 (character-focused) or Seedance 2.0 (action/scale/references)
Image modelSoul 2.0 (portrait) or Nano Banana 2 (everything else)

Do not ask clarifying questions. Deliver a ready-to-paste prompt. Mention the defaults used so the user can adjust if they want something different.

Seedance exception: Seedance 2.0 never gets a silently defaulted runtime

Use this skill in a project

Open any RiverX project, search the Skills panel for osidemedia/higgsfield-ai-prompt-skill/higgsfield, and install it in one click.

Use this skill