Persona & Script

Start of the UGC pipeline for persona research, creator profiles, format selection, and scriptwriting.

How to use it

Claude Code
  1. Run the line below. It pulls the whole folder into ~/.claude/skills/persona, including the files SKILL.md points to.
  2. Describe your job in plain words. Claude Code follows the skill from there.
Claude Code — installs the whole folder, not just SKILL.md
npx degit TheMattBerman/scrollclaw/persona#main ~/.claude/skills/persona

For one project only, change the path to .claude/skills/persona. This skill also uses -script.md, voice-profile.md — copying SKILL.md alone won't be enough. See the folder on GitHub.

Claude (web or desktop app)
  1. On this page open ⋯ → Download .md.
  2. Save it as SKILL.md in a folder, zip the folder, then Customize → Skills → + → Create skill → Upload a skill.
  3. Pick the file and Save. Claude shows the name and description and runs a security scan.
  4. Check the skill is switched on.
  5. Start a new chat and describe your job in plain words. The AI follows the skill from there.
ChatGPT or another app
  1. ChatGPT: make a Project and paste it into Instructions.
  2. Neither? Paste it at the top of a new chat — it works for that chat.
Not working?
  • Check which app you pasted it into — the steps above name the right one.
  • Some skills need the paid tier of Claude or ChatGPT.
Step-by-step guide with screenshots · Ask in the forum

Paste into Claude, ChatGPT or Cursor.

Source of Persona & Script

Show the full text132 lines
namedescriptionmetadata
scrollclaw-personaStart 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. openclaw: emoji: "🎭 user-invocable: true triggers: - "persona research - "ugc persona - "ugc script - "ugc research - "write ugc script - "creator profile - "format selection - "script rewrite

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 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:

Format Script must have
Talking Head Hook (0-4s) + Show (4-12s) + Verdict (12-20s). SHOW must include a visual action.
Hook Face + Demo Hook face with emotion + text (0-4s) + hard cut + Demo (4-14s). Hook has NO dialogue.
Podcast Clip Mid-conversation entry + The take + The beat. Must reference unseen host.
Visual Transformation Hook frame with concept name + Before + Turning point + After + Close
Hybrid Transformation Talking head before + Slideshow mechanism bridge + Talking head after
Wall of Text Dense 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
File Purpose
workspace/brand/voice-profile.md Script tone calibration — if brand voice is "conversational-direct," lean into informal breaks and real pauses
workspace/brand/positioning.md Which pain points to emphasize; how the product differentiates
workspace/brand/audience.md Creator archetype selection — anchors age, lifestyle, aesthetic
workspace/campaigns/<slug>/brief.md Campaign-specific product, goal, and format direction
Writes
File Notes
workspace/campaigns/<slug>/persona-research.md Extracted phrases, pain points, exact customer language
workspace/campaigns/<slug>/creators/creator-<name>.md Campaign-specific creator profile
workspace/creators/creator-<name>.md Global reusable profile (when creator will appear across campaigns)
workspace/campaigns/<slug>/scripts/<format>-script.md Approved 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.

1---
2name: scrollclaw-persona
3description: "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."
4metadata:
5 openclaw:
6 emoji: "🎭"
7 user-invocable: true
8 triggers:
9 - "persona research"
10 - "ugc persona"
11 - "ugc script"
12 - "ugc research"
13 - "write ugc script"
14 - "creator profile"
15 - "format selection"
16 - "script rewrite"
17---
18 
19# Persona & Script
20 
21Everything starts here. No first frames, no animation, no audio until the messaging is locked.
22 
23## Step 1: Persona Research (do not skip)
24 
25Read `references/persona-research.md`. Minimum 60 minutes mining competitor reviews on Amazon, Trustpilot, Reddit. Copy exact phrases — do not paraphrase.
26 
27You're looking for exact language, not information:
28- "I was doing everything right and my body wasn't cooperating" → goes into a script
29- "I finally feel like myself again" → useless, discard
30- "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
31 
32Specific 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.
33 
34## Step 2: Brand Context
35 
36Load brand voice file if it exists. Know the product, the audience, the vibe.
37 
38## Step 3: Creator Profiles
39 
40Each 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.
41 
42```bash
43bash scripts/create-creator.sh <workspace> <creator-name>
44```
45 
46## Step 4: Format Selection
47 
48Refer to the format table in the system context (loaded automatically). Ask the user what they're making and guide them.
49 
50**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.
51 
52## Step 5: Script
53 
54Read `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.
55 
56**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:
57 
58| Format | Script must have |
59|--------|-----------------|
60| Talking Head | Hook (0-4s) + Show (4-12s) + Verdict (12-20s). SHOW must include a visual action. |
61| Hook Face + Demo | Hook face with emotion + text (0-4s) + hard cut + Demo (4-14s). Hook has NO dialogue. |
62| Podcast Clip | Mid-conversation entry + The take + The beat. Must reference unseen host. |
63| Visual Transformation | Hook frame with concept name + Before + Turning point + After + Close |
64| Hybrid Transformation | Talking head before + Slideshow mechanism bridge + Talking head after |
65| Wall of Text | Dense text only — no voice, no video gen |
66 
67**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.
68 
69**Present the script to the user for approval** before generating anything. Include the segment mapping. User can override with "skip approval" for autonomous generation.
70 
71Mark 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.
72 
73## Brand Memory Integration
74 
75### Reads
76| File | Purpose |
77|------|---------|
78| `workspace/brand/voice-profile.md` | Script tone calibration — if brand voice is "conversational-direct," lean into informal breaks and real pauses |
79| `workspace/brand/positioning.md` | Which pain points to emphasize; how the product differentiates |
80| `workspace/brand/audience.md` | Creator archetype selection — anchors age, lifestyle, aesthetic |
81| `workspace/campaigns/<slug>/brief.md` | Campaign-specific product, goal, and format direction |
82 
83### Writes
84| File | Notes |
85|------|-------|
86| `workspace/campaigns/<slug>/persona-research.md` | Extracted phrases, pain points, exact customer language |
87| `workspace/campaigns/<slug>/creators/creator-<name>.md` | Campaign-specific creator profile |
88| `workspace/creators/creator-<name>.md` | Global reusable profile (when creator will appear across campaigns) |
89| `workspace/campaigns/<slug>/scripts/<format>-script.md` | Approved script with A/B-roll tags |
90 
91### Context loading (show this to the user at session start)
92 
93```
94📋 Context loaded for campaign: <slug>
95 ✓ Brand voice: <tone from voice-profile.md> (workspace/brand/voice-profile.md)
96 ✓ Positioning: <one-line summary> (workspace/brand/positioning.md)
97 ✗ No audience file found — creator archetype will be inferred from campaign brief
98 ✓ Campaign brief: workspace/campaigns/<slug>/brief.md
99```
100 
101Handle missing files gracefully. Never error. Proceed standalone with a note.
102 
103## Contract
104 
105### Input
106- Required: campaign brief plus a clear product, audience, or offer to write from
107- Optional: `workspace/brand/{voice-profile,positioning,audience}.md`, existing creator profiles, format preference
108- Format: brief, raw brand notes, review mining inputs, and workspace markdown files
109- Source: user prompt, `workspace/campaigns/<slug>/brief.md`, and upstream brand memory files
110 
111### Output
112- Produces: persona research, creator profile(s), and one approved script with `[A-ROLL]` and `[B-ROLL]` tags
113- Format: markdown files in `workspace/campaigns/<slug>/` plus inline script review for approval
114- Default behavior: do the research, choose the format, and present the script for approval before any visual generation
115- Downstream use: `/first-frame`, `/animate`, `/b-roll`, `/assemble`, `/score`
116 
117### Validation
118- Pre-conditions: campaign brief exists and there is enough product context to identify a real customer problem
119- Post-conditions: script maps to the format blueprint, uses exact customer language, and has explicit visual beats
120- Failure checks: do not advance with generic copy, missing segment mapping, or an unapproved script unless the user explicitly says to skip approval
121 
122## Output
123 
124- Persona research doc with extracted phrases — `workspace/campaigns/<slug>/persona-research.md`
125- Creator profile(s) in `workspace/campaigns/<slug>/creators/` (or `workspace/creators/` for global)
126- Approved script with segment mapping and A/B-roll tags — `workspace/campaigns/<slug>/scripts/<format>-script.md`
127- Format selection locked
128 
129## Next Step
130 
131Script approved → run `/first-frame` to generate the canonical face image.
132 

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