/higgsfield-pipeline
Use when the user wants to create a complete multi-shot video, asks how to chain Higgsfield tools together, wants to build a short film or branded content series, asks "what's the full workflow", needs to connect Popcorn → image → video → Recast → audio → assembly, or wants to
$ npx -y skills add OSideMedia/higgsfield-ai-prompt-skill --skill higgsfield-pipeline --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/higgsfield-pipeline
Context preview
The summary Claude sees to decide when to auto-load this skill.
Use when the user wants to create a complete multi-shot video, asks how to chain Higgsfield tools together, wants to build a short film or branded content series, asks "what's the full workflow", needs to connect Popcorn → image → video → Recast → audio → assembly, or wants to
SKILL.md
higgsfield-pipeline.SKILL.mdname: higgsfield-pipeline
description: >
Use when the user wants to create a complete multi-shot video, asks how to chain
Higgsfield tools together, wants to build a short film or branded content series,
asks "what's the full workflow", needs to connect Popcorn → image → video → Recast
→ audio → assembly, or wants to understand how the platform works as a production
system rather than isolated tools.
user-invocable: true
metadata:
tags: [higgsfield, pipeline, workflow, chain, production, multi-shot, short-film, popcorn, recast]
version: 3.4.1
updated: 2026-08-09
parent: higgsfield
Higgsfield Production Pipeline
QUICK FACTS
*Generated-checked block (scripts/build_index.py verifies anchors). Read the linked sections for full context — these lines are routing aids, not the rules themselves.*
- 8-stage Master Chain: Popcorn → Seedream/Soul → Animate → Recast → Lipsync → Vibe Motion → Upscale → Assemble; most good short-form uses 3–5 stages [→](#the-master-production-chain)
- Lock 9 project fields before touching any tool; "what must stay consistent" is the load-bearing one [→](#step-01-start-with-the-project-not-the-prompt)
- One job per scene — six scene purposes; a good scene prompt answers six questions [→](#step-06-give-every-scene-one-job)
- 7 reusable prompt-module types: character identity, camera, lighting, style, motion, negative prompt, continuity [→](#step-07-use-prompt-modules)
- 80% rule: keep what worked, fix only the mistake; every diagnosed failure becomes a new negative rule [→](#step-0809-fix-failures-protect-what-worked)
- Build in 8 passes: Concept → Project script → Scene breakdown → Shot list → Image prompts → Video prompts → Review → Fix [→](#step-10-build-the-project-in-passes)
- Use the EXACT same character description (copy-paste) in every Popcorn prompt — continuity without Soul ID [→](#stage-1-storyboard-with-popcorn)
- Seedream edits the image, not the video — always edit the Hero Frame before animating, never after [→](#stage-2-image-editing-with-seedream)
- Model by scene type: Sora 2 for stunts/epic ("one continuous shot, no cuts"), Kling 2.6 portraits, Seedance quiet interiors [→](#stage-3-animate-by-scene-type)
- Recast swaps identity while preserving motion, camera, and lighting; the "prompt" is the reference image you upload [→](#stage-4-recast-character-swap)
- Audio routing: existing video + speech → Lipsync Studio; new content with audio → Kling 3.0; talking head → Kling Avatars 2.0 [→](#stage-5-lipsync-audio)
- Higgsfield has no native timeline editor — assemble in DaVinci Resolve / Premiere / CapCut [→](#stage-8-assembly)
- Pipeline E hard rules: 15-second cap per scene, one generation per style, feed the previous scene's video as continuity reference [→](#stage-5-seedance-20-with-keyframe-previous-video)
- Soul Cinema keyframes: deliberately short 5–15 word prompts with enhancer ON — long prompts starve the enhancer [→](#stage-1-soul-cinema-keyframe-style-first-enhancer-on)
- Never describe character age in Seedance prompts; >15s per scene degrades prompt adherence — split the scene [→](#pipeline-e-pitfalls)
- No extend button: attach the accepted clip as a video reference + open with "The scene continues." — and match the source's resolution AND duration [→](#the-extend-a-clip-workflow)
- Cap seamless extension chains at 2 (hard ceiling 3); re-anchor from ORIGINAL canonical refs, break chains with B-roll [→](#chain-management-depth-caps-and-re-anchoring)
- An attached source clip carries the state — prompt only the delta; motion vectors, camera-move phase, audio phase stay in prose when handing off from a still frame [→](#source-carries-state-rule)
- End extension prompts on a camera-angle change so the join reads as coverage; plan transitions ahead (last-channel-on-TV trick) [→](#clean-join-planning)
- Draw a top-down schema when 2+ characters, a key prop placement, or complex camera geometry — prompt in absolute terms ("A 2m from B") [→](#spatial-blocking-top-down-schema-for-multi-character-scenes)
- Never animate a "good enough" image; if the character looks wrong in the Hero Frame, Recast is the fix — not the animation prompt [→](#pipeline-pitfalls)
The Core Insight
Every Higgsfield tool is strong individually. The real power is when you chain them. A professional result almost always involves at least 3 tools in sequence. This skill documents the key chains and how to prompt for each stage.
---
Building Complete AI Projects — The 10-Step Methodology
The Core Insight above answers *why* you chain tools. The next question is *how to plan the project* before any tool is touched. Most people skip planning and start prompting straight from a creative impulse — a generation here, a clip there, hoping the pieces will connect. They don't. A project that's planned at the script and bible level lands consistently; a project assembled prompt-by-prompt drifts on character, style, and continuity within three or four generations.
This section documents a 10-step methodology for building complete AI projects — from idea through finished sequence — that sits upstream of the Master Production Chain below. Use these 10 Steps as a planning discipline; use Pipelines A-E to execute the tool-level chain once your project plan is locked. The closing § Simple Workflow gives the imperative-action version of the same 10 Steps if you want the execution recipe before the principles.
Step 01 — Start With the Project, Not the Prompt
Before writing a single prompt, define what you are building. The AI cannot read your intent; if you skip this step the model fills in the gaps with whatever the prompt happens to suggest, and the project drifts within the first few generations.
Lock these nine fields before any tool is touched:
- Project type
- Main subject
- Visual style
- Scene goal
- Audience
- Mood
- Length
- Setting
- What must stay consistent
The last field is the load-bearing one. If you don't know what must stay con
Read more
name: higgsfield-pipeline description: > Use when the user wants to create a complete multi-shot video, asks how to chain Higgsfield tools together, wants to build a short film or branded content series, asks "what's the full workflow", needs to connect Popcorn → image → video → Recast → audio → assembly, or wants to understand how the platform works as a production system rather than isolated tools. user-invocable: true metadata: tags: [higgsfield, pipeline, workflow, chain, production, multi-shot, short-film, popcorn, recast] version: 3.4.1 updated: 2026-08-09 parent: higgsfield
Higgsfield Production Pipeline
QUICK FACTS
*Generated-checked block (scripts/build_index.py verifies anchors). Read the linked sections for full context — these lines are routing aids, not the rules themselves.*
- 8-stage Master Chain: Popcorn → Seedream/Soul → Animate → Recast → Lipsync → Vibe Motion → Upscale → Assemble; most good short-form uses 3–5 stages [→](#the-master-production-chain)
- Lock 9 project fields before touching any tool; "what must stay consistent" is the load-bearing one [→](#step-01-start-with-the-project-not-the-prompt)
- One job per scene — six scene purposes; a good scene prompt answers six questions [→](#step-06-give-every-scene-one-job)
- 7 reusable prompt-module types: character identity, camera, lighting, style, motion, negative prompt, continuity [→](#step-07-use-prompt-modules)
- 80% rule: keep what worked, fix only the mistake; every diagnosed failure becomes a new negative rule [→](#step-0809-fix-failures-protect-what-worked)
- Build in 8 passes: Concept → Project script → Scene breakdown → Shot list → Image prompts → Video prompts → Review → Fix [→](#step-10-build-the-project-in-passes)
- Use the EXACT same character description (copy-paste) in every Popcorn prompt — continuity without Soul ID [→](#stage-1-storyboard-with-popcorn)
- Seedream edits the image, not the video — always edit the Hero Frame before animating, never after [→](#stage-2-image-editing-with-seedream)
- Model by scene type: Sora 2 for stunts/epic ("one continuous shot, no cuts"), Kling 2.6 portraits, Seedance quiet interiors [→](#stage-3-animate-by-scene-type)
- Recast swaps identity while preserving motion, camera, and lighting; the "prompt" is the reference image you upload [→](#stage-4-recast-character-swap)
- Audio routing: existing video + speech → Lipsync Studio; new content with audio → Kling 3.0; talking head → Kling Avatars 2.0 [→](#stage-5-lipsync-audio)
- Higgsfield has no native timeline editor — assemble in DaVinci Resolve / Premiere / CapCut [→](#stage-8-assembly)
- Pipeline E hard rules: 15-second cap per scene, one generation per style, feed the previous scene's video as continuity reference [→](#stage-5-seedance-20-with-keyframe-previous-video)
- Soul Cinema keyframes: deliberately short 5–15 word prompts with enhancer ON — long prompts starve the enhancer [→](#stage-1-soul-cinema-keyframe-style-first-enhancer-on)
- Never describe character age in Seedance prompts; >15s per scene degrades prompt adherence — split the scene [→](#pipeline-e-pitfalls)
- No extend button: attach the accepted clip as a video reference + open with "The scene continues." — and match the source's resolution AND duration [→](#the-extend-a-clip-workflow)
- Cap seamless extension chains at 2 (hard ceiling 3); re-anchor from ORIGINAL canonical refs, break chains with B-roll [→](#chain-management-depth-caps-and-re-anchoring)
- An attached source clip carries the state — prompt only the delta; motion vectors, camera-move phase, audio phase stay in prose when handing off from a still frame [→](#source-carries-state-rule)
- End extension prompts on a camera-angle change so the join reads as coverage; plan transitions ahead (last-channel-on-TV trick) [→](#clean-join-planning)
- Draw a top-down schema when 2+ characters, a key prop placement, or complex camera geometry — prompt in absolute terms ("A 2m from B") [→](#spatial-blocking-top-down-schema-for-multi-character-scenes)
- Never animate a "good enough" image; if the character looks wrong in the Hero Frame, Recast is the fix — not the animation prompt [→](#pipeline-pitfalls)
The Core Insight
Every Higgsfield tool is strong individually. The real power is when you chain them. A professional result almost always involves at least 3 tools in sequence. This skill documents the key chains and how to prompt for each stage.
---
Building Complete AI Projects — The 10-Step Methodology
The Core Insight above answers *why* you chain tools. The next question is *how to plan the project* before any tool is touched. Most people skip planning and start prompting straight from a creative impulse — a generation here, a clip there, hoping the pieces will connect. They don't. A project that's planned at the script and bible level lands consistently; a project assembled prompt-by-prompt drifts on character, style, and continuity within three or four generations.
This section documents a 10-step methodology for building complete AI projects — from idea through finished sequence — that sits upstream of the Master Production Chain below. Use these 10 Steps as a planning discipline; use Pipelines A-E to execute the tool-level chain once your project plan is locked. The closing § Simple Workflow gives the imperative-action version of the same 10 Steps if you want the execution recipe before the principles.
Step 01 — Start With the Project, Not the Prompt
Before writing a single prompt, define what you are building. The AI cannot read your intent; if you skip this step the model fills in the gaps with whatever the prompt happens to suggest, and the project drifts within the first few generations.
Lock these nine fields before any tool is touched:
- Project type
- Main subject
- Visual style
- Scene goal
- Audience
- Mood
- Length
- Setting
- What must stay consistent
The last field is the load-bearing one. If you don't know what must stay con
A comprehensive Claude skill library for generating high-quality prompts on Higgsfield AI — the cinematic video and image generation platform.
Other skills on higgsfield-ai-prompt-skill.
- /higgsfield-acting
Writes the character-performance layer of a video prompt as behavior under pressure, not displayed emotion — objective, obstacle, tactics, beats, subtext, listening, body/status/proxemics, and mandatory eye life. Produces a reusable 150–220-word acting master profile per
Open skill - /higgsfield-apps
Use when the user asks about Higgsfield's one-click Apps, wants to know which app to use for a specific output, or needs guidance on the Apps workflow.
Open skill - /higgsfield-assist
Use when the user asks about Higgsfield Assist (the built-in GPT-5 copilot), how to use the platform's native AI assistant, credit optimization strategies, plan selection, how to get more from fewer credits, or platform efficiency tips.
Open skill - /higgsfield-audio
Use when the user asks about audio in Higgsfield videos, needs to add dialogue or lip-sync, wants sound effects or ambient sound in generated video, asks about music or BGM in output, or is using any audio-capable model (Kling 3.0, Seedance 1.5 Pro, Seedance 2.0, Veo 3/3.1, Grok
Open skill - /higgsfield-camera
Use when the user asks about camera movements, shot types, or how to describe camera behavior in a Higgsfield prompt. Contains all named camera controls with descriptions, best use cases, and example prompt phrases.
Open skill - /higgsfield-canvas
Use when the user mentions Higgsfield Canvas, a node-based or node graph workspace, an infinite board/canvas, chaining generations into a pipeline, or wants to wire prompts → images → videos across models on one surface. Covers what Canvas is, the node categories, the seven
Open skill

