Viraloop

Viraloop

Analyze any website and generate a 6-slide carousel for TikTok/Instagram with visual coherence. Posts directly to your feed (no drafts) with auto trending music. Both APIs (Gemini + upload-post.com) have free plans — no credit card needed to start.

Philosophy: Daily Iteration Loop

The key to growth is consistency + learning:

1. Post 1 carousel per day - Consistency beats virality
2. Track everything - Every post generates data
3. Learn from data - What hooks work? What times? What visuals?
4. Iterate and improve - Each carousel is better than the last

Day 1: Post → Analyze → Learn
Day 2: Post (improved) → Analyze → Learn  
Day 3: Post (better) → Analyze → Learn
...
Day 30: You have 30 data points and a refined strategy

The skill maintains a learnings.json that accumulates insights across all posts:

• Best performing hooks
• Optimal posting times
• Visual styles that work
• CTAs that convert

This is not a one-shot tool. It's a growth engine.

Quick Start

# 1. Full business research
node {baseDir}/scripts/analyze-web.js https://your-website.com

# 2. Generate 3 hook variants (SHOCK, CURIOSITY, CONTRADICTION)
GEMINI_API_KEY="your-key" bash {baseDir}/scripts/generate-hooks.sh

# 3. Review hooks with vision, pick the best one

# 4. Generate slides using selected hook type
GEMINI_API_KEY="your-key" bash {baseDir}/scripts/generate-slides.sh [shock|curiosity|contradiction]

# 5. Review slides (agent verifies text and quality)
# Agent uses vision to check each slide

# 6. Publish to TikTok + Instagram
UPLOADPOST_TOKEN="your-token" bash {baseDir}/scripts/publish-carousel.sh

# 7. Check analytics (after 24-48h)
UPLOADPOST_TOKEN="your-token" bash {baseDir}/scripts/check-analytics.sh 7

# 8. Learn from data for next carousels
node {baseDir}/scripts/learn-from-analytics.js

Hook Categories (Visual Novelty System)

The key to breaking the 1000 views ceiling is visual novelty in the first slide. We generate 3 hook types:

Anti-Stock Filter

All hooks include anti-stock prompting to avoid:

• Generic stock photo aesthetics
• Shocked pretty girl trope
• Typical influencer poses
• Overused laptop-coffee setups
• Corporate handshake scenes

Hook Testing Workflow

1. Generate 3 variants with generate-hooks.sh
2. Review with vision, score each 1-5 on novelty
3. Kill anything that looks familiar
4. Use best hook for carousel
5. Track which hook TYPE performs best over time

Image Model

Uses gemini-3.1-flash-image-preview to generate slides.

• Local script: {baseDir}/scripts/generate_image.py
• Supports image-to-image for visual coherence between slides

Step 1: Full Research (analyze-web.js)

Performs COMPLETE business investigation:

1. Brand Analysis

• Brand name (from domain or title)
• Logo (URL or SVG)
• CSS colors (background, primary, links, headings)
• Typography (body font, heading font)
• Favicon

2. Content Analysis

• Headline and tagline
• All headings (page structure)
• Features/benefits (title + description)
• Pricing/plans
• Testimonials
• Stats/metrics
• CTAs
• Meta tags (title, description, og:image)

3. Internal Pages

• Navigates pricing, features, about, testimonials
• Extracts additional content from each page

4. Competitor Detection

• Searches for known competitor mentions in content
• List of 20+ known SaaS competitors (Buffer, Hootsuite, Later, etc.)
• Detects "vs", "alternative", "compare" sections
• No external searches required - all from the website itself

5. Storytelling

• Detects business type (SaaS, ecommerce, app)
• Detects niche (social-media-tools, developer-tools, etc.)
• Generates hooks based on customer pain points
• Defines pain points from features
• Creates transformation narrative (before → after)

6. Visual Context

• Brand colors in CSS format
• Color description for prompts
• Typography for slides
• Image themes based on niche
• Style guide for coherence

Output: /tmp/carousel/analysis.json

Step 2: Generate Slides (generate-slides.sh)

Generates 6 slides with visual coherence using image-to-image:

Visual Coherence

• Slide 1 generates the base style (colors, typography, mood)
• Slides 2-6 use image-to-image with slide 1 as reference
• Maintains same color palette, fonts, and aesthetic

Prompts per Slide

Each slide has:

• Text: The main message
• Scene: Detailed visual description for background
• Style: Based on brand analysis

Output:

• /tmp/carousel/slide-{1-6}.jpg
• /tmp/carousel/caption.txt

Step 3: Review with Vision

After generating, the agent MUST review each slide:

• ✓ Text is legible and correct
• ✓ Words are not cut off
• ✓ Correct spelling
• ✓ Visual coherence between slides
• ✓ Acceptable image quality

If there are errors, regenerate the specific slide.

Image Format

• Resolution: 768x1376 (9:16 vertical ratio)
• Format: JPG (TikTok does NOT accept PNG)
• Text: Large, bold, with shadow for readability
• Background: Scene relevant to the business, not just solid colors

Step 4: Publish to TikTok + Instagram (publish-carousel.sh)

Publishes the carousel to TikTok and Instagram using Upload-Post API.

UPLOADPOST_TOKEN="your-token" bash {baseDir}/scripts/publish-carousel.sh

Endpoint: POST /api/upload_photos

• Docs: https://docs.upload-post.com/api/upload-photo

Parameters sent:

• platform[]=tiktok + platform[]=instagram
• auto_add_music=true - Adds music on TikTok automatically
• tiktok_title - Short title (max 90 chars) + hashtags
• title - Full caption for Instagram
• privacy_level=PUBLIC_TO_EVERYONE
• media_type=IMAGE - Photo carousel on Instagram
• async_upload=true - Process in background
• photos[] - The 6 slides JPG

⚠️ IMPORTANT Instagram: After publishing, user must go to Instagram and add viral music manually:

1. Open Instagram → Profile → The post
2. Edit → Add music
3. Search for trending/viral song

Output: Saves request_id in post-info.json for tracking.

Step 5: Analyze Performance (check-analytics.sh)

Gets TikTok and Instagram analytics to see what works.

UPLOADPOST_TOKEN="your-token" bash {baseDir}/scripts/check-analytics.sh 7

Endpoints used:

1. Profile analytics:

   GET /api/analytics/{user}?platforms=tiktok
   

   → Followers, likes, comments, shares, impressions

2. Total impressions:

   GET /api/uploadposts/total-impressions/{user}?platform=tiktok&breakdown=true
   

   → Total views per day

3. Per-post analytics:

   GET /api/uploadposts/post-analytics/{request_id}
   

   → Views, likes, comments for the specific carousel (TikTok + Instagram)

Docs: https://docs.upload-post.com/api/get-analytics

Step 6: Learn and Improve (learn-from-analytics.js)

Analyzes data and saves learnings for future carousels.

node {baseDir}/scripts/learn-from-analytics.js

Generates:

• learnings.json - Accumulated knowledge base
• Best hooks (those generating most views)
• Optimal posting times
• Recommendations for next carousel

Full Flow

# 1. Research business
node {baseDir}/scripts/analyze-web.js https://my-product.com

# 2. Generate slides
GEMINI_API_KEY="..." bash {baseDir}/scripts/generate-slides.sh

# 3. Review with vision (agent verifies text)
# Agent checks each slide image

# 4. Publish
UPLOADPOST_TOKEN="..." UPLOADPOST_USER="myuser" bash {baseDir}/scripts/publish-carousel.sh

# 5. (After a few hours/days) Analyze
UPLOADPOST_TOKEN="..." UPLOADPOST_USER="myuser" bash {baseDir}/scripts/check-analytics.sh 7

# 6. Learn for next carousels
node {baseDir}/scripts/learn-from-analytics.js

Files

{baseDir}/
├── SKILL.md                      # This documentation
└── scripts/
    ├── analyze-web.js            # Full business research
    ├── generate-slides.sh        # Generate 6 slides with coherence
    ├── generate_image.py         # Gemini 3.1 flash image
    ├── review-slides.js          # Prepare slides for review
    ├── publish-carousel.sh       # Publish via Upload-Post API
    ├── check-analytics.sh        # Get analytics (TikTok + Instagram)
    ├── learn-from-analytics.js   # Learn from data
    └── search-competitors.js     # Optional external search

Environment Variables

Hook Examples by Niche

Why Viraloop?

Notes

• Analysis extracts competitors from the website content itself (20+ known SaaS)
• Image-to-image maintains coherence but takes ~20s per slide
• Generated caption includes niche-relevant hashtags
• Always review slide text - sometimes it gets cut off
• auto_add_music on TikTok improves engagement
• Check analytics after 24-48h for meaningful data
• Learnings accumulate and improve with each published carousel
• TikTok title max 90 characters (auto-truncated with hashtags)