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Scrollclaw Persona

Community
TheMattBerman
scrollclaw-persona

Start of the UGC pipeline for persona research, creator profiles, format selection, and scriptwriting. Use when the user is clearly asking for messaging work rather than broad full-pipeline orchestration.

Overview

PublisherTheMattBerman
Repositoryscrollclaw
Skill namescrollclaw-persona
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 Persona 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/persona
  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/persona .claude/skills/scrollclaw-persona
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Scrollclaw Persona 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 Persona 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 Persona 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.

Persona & Script

Everything starts here. No first frames, no animation, no audio until the messaging is locked.

Step 1: Persona Research (do not skip)

Read references/persona-research.md. Minimum 60 minutes mining competitor reviews on Amazon, Trustpilot, Reddit. Copy exact phrases — do not paraphrase.

You're looking for exact language, not information:

  • "I was doing everything right and my body wasn't cooperating" → goes into a script
  • "I finally feel like myself again" → useless, discard
  • "I wore a dress I hadn't put on since my daughter was born and cried in the fitting room" → this is what you want

Specific language produces viewers who can viscerally imagine the result. Generic language produces viewers who merely understand it's possible. The first converts. The second doesn't.

Step 2: Brand Context

Load brand voice file if it exists. Know the product, the audience, the vibe.

Step 3: Creator Profiles

Each creator gets a profile in workspace/campaigns/<slug>/creators/creator-<name>.md for campaign-specific work, or workspace/creators/creator-<name>.md for reusable global profiles. Read references/script-voice.md for voice calibration.

bash
bash scripts/create-creator.sh <workspace> <creator-name>

Step 4: Format Selection

Refer to the format table in the system context (loaded automatically). Ask the user what they're making and guide them.

For Hook Face + Demo: always recommend real demo footage (screen recording) over AI-generated demo. The hook face stops the scroll — the demo should be the real product. Use scripts/build-hook-demo.sh to combine.

Step 5: Script

Read references/script-voice.md. Use exact phrases from persona research. Test every line: if it sounds like a copywriter wrote it, rewrite until it sounds like someone talking to their phone.

FORMAT ENFORCEMENT (mandatory): Before writing, pull the shot breakdown from the format table in the system context (loaded automatically) for the chosen format. The script MUST map to the shot breakdown:

FormatScript must have
Talking HeadHook (0-4s) + Show (4-12s) + Verdict (12-20s). SHOW must include a visual action.
Hook Face + DemoHook face with emotion + text (0-4s) + hard cut + Demo (4-14s). Hook has NO dialogue.
Podcast ClipMid-conversation entry + The take + The beat. Must reference unseen host.
Visual TransformationHook frame with concept name + Before + Turning point + After + Close
Hybrid TransformationTalking head before + Slideshow mechanism bridge + Talking head after
Wall of TextDense text only — no voice, no video gen

Validation: After writing, map each line to a segment. If any segment is missing or the script is one continuous monologue with no visual structure — rewrite. A script without visual beats is not a script, it's a ramble.

Present the script to the user for approval before generating anything. Include the segment mapping. User can override with "skip approval" for autonomous generation.

Mark the script with [A-ROLL] and [B-ROLL] tags. A-roll = Sora (talking head + dialogue). B-roll = Kling (everything else). Voice runs continuously over B-roll.

Brand Memory Integration

Reads

FilePurpose
workspace/brand/voice-profile.mdScript tone calibration — if brand voice is "conversational-direct," lean into informal breaks and real pauses
workspace/brand/positioning.mdWhich pain points to emphasize; how the product differentiates
workspace/brand/audience.mdCreator archetype selection — anchors age, lifestyle, aesthetic
workspace/campaigns/<slug>/brief.mdCampaign-specific product, goal, and format direction

Writes

FileNotes
workspace/campaigns/<slug>/persona-research.mdExtracted phrases, pain points, exact customer language
workspace/campaigns/<slug>/creators/creator-<name>.mdCampaign-specific creator profile
workspace/creators/creator-<name>.mdGlobal reusable profile (when creator will appear across campaigns)
workspace/campaigns/<slug>/scripts/<format>-script.mdApproved script with A/B-roll tags

Context loading (show this to the user at session start)

📋 Context loaded for campaign: <slug>
  ✓ Brand voice: <tone from voice-profile.md> (workspace/brand/voice-profile.md)
  ✓ Positioning: <one-line summary> (workspace/brand/positioning.md)
  ✗ No audience file found — creator archetype will be inferred from campaign brief
  ✓ Campaign brief: workspace/campaigns/<slug>/brief.md

Handle missing files gracefully. Never error. Proceed standalone with a note.

Contract

Input

  • Required: campaign brief plus a clear product, audience, or offer to write from
  • Optional: workspace/brand/{voice-profile,positioning,audience}.md, existing creator profiles, format preference
  • Format: brief, raw brand notes, review mining inputs, and workspace markdown files
  • Source: user prompt, workspace/campaigns/<slug>/brief.md, and upstream brand memory files

Output

  • Produces: persona research, creator profile(s), and one approved script with [A-ROLL] and [B-ROLL] tags
  • Format: markdown files in workspace/campaigns/<slug>/ plus inline script review for approval
  • Default behavior: do the research, choose the format, and present the script for approval before any visual generation
  • Downstream use: /first-frame, /animate, /b-roll, /assemble, /score

Validation

  • Pre-conditions: campaign brief exists and there is enough product context to identify a real customer problem
  • Post-conditions: script maps to the format blueprint, uses exact customer language, and has explicit visual beats
  • Failure checks: do not advance with generic copy, missing segment mapping, or an unapproved script unless the user explicitly says to skip approval

Output

  • Persona research doc with extracted phrases — workspace/campaigns/<slug>/persona-research.md
  • Creator profile(s) in workspace/campaigns/<slug>/creators/ (or workspace/creators/ for global)
  • Approved script with segment mapping and A/B-roll tags — workspace/campaigns/<slug>/scripts/<format>-script.md
  • Format selection locked

Next Step

Script approved → run /first-frame to generate the canonical face image.

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 Persona AI skill do?

Start of the UGC pipeline for persona research, creator profiles, format selection, and scriptwriting. Use when the user is clearly asking for messaging work rather than broad full-pipeline orchestration.

Why use Scrollclaw Persona on TypingMind?

Because you install it once and use it with any model. Scrollclaw Persona 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 Persona in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/TheMattBerman/scrollclaw/tree/main/persona. 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 Persona?

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 Persona?

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

Is the Scrollclaw Persona 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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