PhantomCrowd-Simulacra: Predict Content Spread
From the repo · “PhantomCrowd AI Marketing Simulator 2026: Content Spread Forecasting with Local LLM”
PhantomCrowd-Simulacra forecasts the spread of content marketing using AI-driven simulations, helping founders predict and optimize their marketing strategies.
- •You need to predict how a new blog post will perform on social media
- •You want to simulate the impact of a viral marketing campaign on your brand's online presence
- •You are planning to launch a new product and need to forecast the reach of your promotional content
python simulate.py --content_type 'blog_post' --target_audience 'tech_savvy' --virality_factor 0.5
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
Installs with a command or two; your AI agent can do it for you.
mkdir -p ~/.claude/skills/phantomcrowd-simulacra && curl -fsSL https://workflowstacks.com/api/skills/phantomcrowd-simulacra/claude-skill -o ~/.claude/skills/phantomcrowd-simulacra/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
Installs with a command or two; your AI agent can do it for you.
mkdir -p ~/.claude/skills/phantomcrowd-simulacra && curl -fsSL https://workflowstacks.com/api/skills/phantomcrowd-simulacra/claude-skill -o ~/.claude/skills/phantomcrowd-simulacra/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
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Do this with a working workflow
Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.
Repurpose blog posts into social media content
Paste one piece of content into a private form and the workflow emails you back four ready-to-post formats — LinkedIn, X thread, Instagram, and an email blurb — all in the original’s voice.
MCP configMemory (knowledge graph) MCP config
Persistent memory across chats via a local knowledge graph.
Free n8n templateContent Repurposer
Paste one blog post or script into a private form and get back a LinkedIn post, an X thread, an Instagram caption, and an email blurb — in your voice.
Rank Tracker
A weekly email of where you actually rank on Google.
Includes the tested workflow and a written setup playbook. Needs: SerpAPI key (free tier).
Related skills
More marketing tools founders pair with this one.