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Scrollclaw Animate

Community
TheMattBerman
scrollclaw-animate

Animate first frames into A-roll talking head clips. Uses Sora 2 via fal.ai (primary) with Kling 3 auto-fallback when Sora is unavailable or sunset.

Overview

PublisherTheMattBerman
Repositoryscrollclaw
Skill namescrollclaw-animate
Stars
72
Forks
18
Bundled files
2
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 2 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by TheMattBerman on GitHub. Read the source before you install it.

Installation

Install the Scrollclaw Animate AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/TheMattBerman/scrollclaw/tree/main/animate
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/TheMattBerman/scrollclaw.git /tmp/scrollclaw
mkdir -p .claude/skills
cp -r /tmp/scrollclaw/animate .claude/skills/scrollclaw-animate
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Scrollclaw Animate in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Scrollclaw Animate on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Scrollclaw Animate is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Animate (A-Roll)

Turns first frames into talking head clips with synced lip movement and audio. Image-to-video is the default — text-to-video is the fallback.

Fallback chain: Sora 2 (fal.ai) -> Kling 3 (fal.ai) -> Kling 3 (Replicate). Use --provider kling to skip Sora entirely (for when Sora is sunset).

Prerequisites

  • First frame approved (from /first-frame)
  • Script with [A-ROLL] segments tagged (from /persona)

Motion Prompting

Read references/motion-prompting.md for the structured prompt format. Use labeled fields — not prose paragraphs:

  • Camera — handheld energy, micro-shake, slight reframe
  • Subject — keep generic (first frame defines appearance). Detailed facial descriptions trigger content safety filters
  • Dialogue — include actual script lines. Sora generates synced lip movement + audio
  • Audio — describe the RESULT not the gear. "Clean natural podcast audio, voice close and present, subtle room tone" works. Naming specific mics doesn't.
  • Environment & light — practical light, deep focus, real-world setting
  • Style & mood — iPhone selfie-camera realism, not cinematic

Generation

USE THE SCRIPTS. DO NOT construct API calls manually. Scripts handle provider routing, field names, polling, downloading, and error handling.

bash
# Image-to-video (RECOMMENDED — first frame locks the face)
bash scripts/generate-clip.sh \
  --provider fal \
  --image workspace/campaigns/<slug>/frames/frame1.png \
  --prompt-file workspace/campaigns/<slug>/motion-prompt.txt \
  --output workspace/campaigns/<slug>/clips/a-roll-01.mp4 \
  --log-file workspace/campaigns/<slug>/output-log.md \
  --label a-roll-01 \
  --seconds 8 --aspect-ratio portrait

# Text-to-video (fallback — no first frame)
bash scripts/generate-clip.sh \
  --provider fal \
  --prompt-file workspace/campaigns/<slug>/scene-prompt.txt \
  --output workspace/campaigns/<slug>/clips/a-roll-01.mp4 \
  --log-file workspace/campaigns/<slug>/output-log.md \
  --label a-roll-01 \
  --seconds 8 --aspect-ratio portrait

# Kling direct (skip Sora — use when Sora is sunset)
bash scripts/generate-clip.sh \
  --provider kling \
  --image workspace/campaigns/<slug>/frames/frame1.png \
  --prompt-file workspace/campaigns/<slug>/motion-prompt.txt \
  --output workspace/campaigns/<slug>/clips/a-roll-01.mp4 \
  --log-file workspace/campaigns/<slug>/output-log.md \
  --label a-roll-01 \
  --seconds 8 --aspect-ratio portrait

# Replicate Sora (legacy — may stop working when Sora is sunset)
bash scripts/generate-clip.sh \
  --provider replicate \
  --image workspace/campaigns/<slug>/frames/frame1.png \
  --prompt-file workspace/campaigns/<slug>/motion-prompt.txt \
  --output workspace/campaigns/<slug>/clips/a-roll-01.mp4 \
  --log-file workspace/campaigns/<slug>/output-log.md \
  --label a-roll-01 \
  --seconds 8 --aspect-ratio portrait

API Reference

Read references/sora-api.md for endpoint details, queue workflow, field names, and duration options. Sora fal.ai supports 4/8/12/16/20s. Kling supports 3-15s (durations >15s are auto-clamped). Replicate Sora is limited to 4/8/12.

Content Filter Handling

Sora's content filter runs AFTER generation — can fail at 99%. If blocked:

  • Soften the motion prompt (keep first frame)
  • Remove any potentially sensitive descriptions
  • Retry with adjusted prompt
  • Or use --provider kling — Kling has no content safety filter

Key Findings

  • Include actual script in Dialogue field — Sora generates synced lip movement
  • For podcast audio: describe the RESULT, not the gear
  • Keep Subject descriptions generic — the first frame already defines appearance
  • fal.ai is primary provider; Kling 3 is auto-fallback when Sora fails or is sunset
  • Use --provider kling to skip Sora entirely

Brand Memory Integration

Reads

FilePurpose
workspace/campaigns/<slug>/frames/frame1.pngCanonical face — fed to Sora i2v to lock creator identity
workspace/campaigns/<slug>/scripts/<format>-script.mdA-roll segments, dialogue, shot timing
workspace/campaigns/<slug>/creators/creator-<name>.mdCreator energy/vibe reference for motion prompting
workspace/creators/creator-<name>.mdFallback if no campaign-specific profile exists

Writes

FileNotes
workspace/campaigns/<slug>/clips/a-roll-01.mp4One file per A-roll segment
workspace/campaigns/<slug>/output-log.mdMotion prompt, model, duration, provider (append-only)

Context loading

🎥 Animate context loaded:
  ✓ First frame: workspace/campaigns/ridge-q1/frames/frame1.png
  ✓ Script: talking-head (A-roll segments: 3)
  ✓ Creator: Maya
  ✓ Campaign: ridge-q1

Contract

Input

  • Required: approved frame1.png plus a script with [A-ROLL] segments
  • Optional: creator profile details, alternate prompt file, fallback provider
  • Format: workspace image and markdown files plus motion prompt text
  • Source: /first-frame, /persona, and references/motion-prompting.md

Output

  • Produces: one A-roll clip per [A-ROLL] segment plus append-only generation logs
  • Format: MP4 files in workspace/campaigns/<slug>/clips/ and rows in output-log.md
  • Default behavior: use Sora image-to-video with the approved first frame; use text-to-video only as a fallback when no usable frame exists
  • Downstream use: /b-roll and /assemble

Validation

  • Pre-conditions: first frame is approved, script is tagged correctly, and the prompt includes the actual dialogue
  • Post-conditions: local MP4 is saved, creator identity holds, and lip movement/audio feel believable enough to cut into a final video
  • Failure checks: reroll or adjust the prompt if content filters fail, the hands/face break realism, or the clip is too synthetic to pass downstream

Output

  • A-roll clips (MP4) in workspace/campaigns/<slug>/clips/
  • Each clip named a-roll-<segment>.mp4 corresponding to an [A-ROLL] script segment
  • Generation params logged to workspace/campaigns/<slug>/output-log.md

Next Step

A-roll done → run /b-roll for environment shots, or /assemble if no B-roll needed.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Scrollclaw Animate AI skill do?

Animate first frames into A-roll talking head clips. Uses Sora 2 via fal.ai (primary) with Kling 3 auto-fallback when Sora is unavailable or sunset.

Why use Scrollclaw Animate on TypingMind?

Because you install it once and use it with any model. Scrollclaw Animate is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Scrollclaw Animate in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/TheMattBerman/scrollclaw/tree/main/animate. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Scrollclaw Animate?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Scrollclaw Animate?

As many as you like. As long as a model supports skills, you can use Scrollclaw Animate with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Scrollclaw Animate AI skill free?

Yes. It is published on GitHub by TheMattBerman under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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