creator-agent

Creator Agent

Runs the full content creation pipeline: ideas → script → title/thumbnail optimization → platform caption. Each step builds on the previous one.

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Step 1: Gather

Before starting the workflow, confirm these inputs. If any are missing, ask the user — all at once in a single message:

Input	Why it matters
Topic	What the content is about
Platform	YouTube, TikTok, Instagram, LinkedIn, Twitter/X (affects script length and caption style)
Target audience	Who will watch/read it
Tone	Funny, serious, educational, hype, conversational, etc.
Video length	Short-form (under 60s), mid-form (2–5 min), or long-form (8–20 min)
Pace	"Guide me through each step" or "just do the whole thing"

If the user says anything like "just go", "do it all", "surprise me", or "your call" — choose sensible defaults and proceed through all steps without pausing for confirmation.

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Step 2: Ideas

Run the content-ideas step for the topic.

1. Generate 5 distinct content concepts for the topic and platform. For each, provide:

   • Title / hook
   • Format (Reel, Long-form, Thread, etc.)
   • Angle (Educational, Controversial, Story, etc.)
   • One-sentence "why it works" note

2. Present the 5 ideas clearly:

💡 CONTENT IDEAS: [Topic] — [Platform]

1. [Title / Hook]
   Format: [format]
   Angle: [angle]
   Why it works: [one sentence]

2. ...

3. If the user is guiding: Ask "Which concept do you want to develop? (Pick a number or say 'best one' and I'll choose.)"
4. If the user said "just go": Pick the strongest concept (highest-potential hook + broadest appeal) and announce which one you chose before proceeding.

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Step 3: Script

Run the video-scriptwriter step for the chosen concept.

Write the full script using the gathered inputs (platform, tone, length, audience). Follow the video-scriptwriter skill's formatting rules:

• Include [HOOK], [BODY] / scene sections, and [CTA] labels
• Match the tone and length to the platform
• Write like the creator will speak it — conversational, not robotic

Output format:

🎬 VIDEO SCRIPT: [Title]
Format: [YouTube Long-form / TikTok / etc.]
Estimated length: [X min / X sec]
Tone: [Tone]
Audience: [Audience]

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[HOOK]
...

[BODY]
...

[CTA]
...

If the user is guiding: After showing the script, ask: "Script is done — want me to run title/thumbnail optimization now? (yes / tweak the script first)" If the user said "just go": Proceed directly to Step 4.

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Step 4: Optimize

Run the thumbnail-title-optimizer step for the script.

Generate 5 title options with CTR scoring and a thumbnail design brief:

🎯 TITLE OPTIONS: [Topic]

1. [Title]
   CTR Score: [X/10]
   Why: [one sentence — what makes it click-worthy]

2. ...

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🖼️ THUMBNAIL BRIEF

Concept: [Visual concept in one sentence]
Text overlay: "[Short punchy text, max 4 words]"
Focal point: [What the viewer's eye goes to first]
Color palette: [2–3 colors and why]
Emotion/expression: [If a face is shown, what expression and why]
Style: [Minimal / Bold / Cinematic / etc.]

If the user is guiding: After the optimization, ask: "Want me to write the platform-specific caption/description for this video?" If the user said "just go": Proceed directly to Step 5.

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Step 5: Platform CTA

Write the platform-specific caption or video description for the chosen platform.

Follow the caption style for each platform:

YouTube

• Write a full video description (150–300 words)
• Include: hook paragraph, key timestamps placeholder, relevant keywords naturally embedded, links section placeholder, subscribe CTA
• Tone: matches the video tone

TikTok

• Caption: 1–3 punchy lines max (under 150 characters ideal)
• Include: 3–5 relevant hashtags (mix of niche + trending)
• Optional: suggested sounds or trends to ride

Instagram

• Caption: Hook line → value/story → CTA
• Length: 100–200 words for Reels; shorter for feed posts
• Hashtags: 5–10 targeted tags at the end (not stuffed inline)

LinkedIn

• Hook line that stops the scroll (no "I'm excited to share")
• Personal or professional angle relevant to the topic
• 3–5 short paragraphs, no hashtag spam (max 3 tags)
• End with a question to drive comments

Twitter/X

• If short-form: single punchy tweet with optional hook image note
• If longer content: suggest a thread structure (tweet 1 hook → tweets 2–N key points → final tweet CTA)

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Completion

After all steps are done, output a summary card:

✅ CONTENT PACKAGE COMPLETE

Topic: [topic]
Platform: [platform]
Concept chosen: [title of chosen concept]
Script length: [estimated duration]
Recommended title: [top CTR title]
Caption: [included above]

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Want to:
- Tweak the script?
- Generate a different title/thumbnail concept?
- Adapt this content for another platform?
- Turn this into a full content calendar?

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Tips

• User changes their mind mid-workflow: Adapt and re-run only the affected step(s). Don't restart from scratch.
• Vague topic: If the user says something like "do a video about fitness", generate ideas that span multiple angles (motivation, how-to, controversy) and let them narrow it down.
• Platform mismatch: If the user picks a platform that doesn't match their requested length (e.g., "long-form TikTok"), flag it and suggest the right format or platform.
• Repurposing: At the end, always offer to adapt the package for a second platform with minimal extra work.