
Attention Scalper
by belalangeth
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An execution bot that generates deterministic, 4-week X (Twitter) growth playbooks for early-stage crypto projects
Attention Scalper
An AI Agent Skill built for the SagaPad Colosseum Hackathon Track.
The Attention Scalper is an execution bot designed to generate deterministic, 4-week X (Twitter) growth playbooks for early-stage crypto and hackathon projects. It operates by treating social media attention as a quantifiable market, producing highly-engineered content strategies.
Overview
This repository contains the backend Express API wrapper that powers the Attention Scalper Skill. It takes in pr…
Attention Scalper
An AI Agent Skill built for the SagaPad Colosseum Hackathon Track.
The Attention Scalper is an execution bot designed to generate deterministic, 4-week X (Twitter) growth playbooks for early-stage crypto and hackathon projects. It operates by treating social media attention as a quantifiable market, producing highly-engineered content strategies.
Overview
This repository contains the backend Express API wrapper that powers the Attention Scalper Skill. It takes in project parameters (Tech Stack, One-Liner, Target Audience) and interfaces with OpenRouter to output a structured, multi-phase growth playbook.
Topic Addressed: Topic 1 — Hackathon Project Social Playbook Skill
Features
- Algorithmic Routing: Automatically determines the correct narrative tone based on a project's tech stack.
- Structured JSON Output: Returns clean, parseable JSON instantly consumable by any frontend.
- Enterprise Security: Built-in rate limiting, HTTP header protection (
helmet), and strict payload validation to prevent prompt injection and DDOS. - Docker Ready: Includes a
Dockerfilefor instant, one-click deployment to Railway, Render, or AWS. - 4-Week Scalping Calendar: Generates a daily content schedule for the first month.
- The Genesis Thread: Writes the exact, word-for-word copy for a project's initial 5 launch posts.
Installation & Setup
-
Clone the repository:
git clone https://github.com/belalangeth/attention-scalper.git cd attention-scalper -
Install dependencies:
npm install -
Configure Environment Variables: Copy the example file and add your OpenRouter API Key.
cp .env.example .env -
Run the development server:
npm run dev
Docker Deployment
To deploy using Docker, simply build and run the image:
docker build -t attention-scalper .
docker run -p 3000:3000 --env-file .env attention-scalper
API Usage
The skill exposes a single POST endpoint to generate the playbook.
Endpoint: `/api/generate-playbook` Method: `POST` Payload:
{
"project_name": "Theta Scalper",
"one_liner": "An automated high-frequency trading bot analyzing the first 120 seconds of a market window.",
"tech_stack": "Python, Linux, Smart Contracts",
"target_audience": "Algorithmic bot operators, high-frequency traders"
}
Example Output (JSON)
The Engine outputs strict, frontend-ready JSON without AI slop:
{
"success": true,
"data": {
"story_angle": "Prediction markets are bleeding money to sentiment traders...",
"four_week_calendar": [
{
"week": 1,
"focus": "Deploy raw backtest data and architecture flexing."
}
],
"engagement_protocol": "Camp out in core MEV searcher replies. Quote tweet...",
"genesis_posts": [
"The market stops being deterministic exactly 120 seconds into a micro-trend...",
"Standard RPC latency kills alpha before you even see the chart move..."
]
}
}
Built With
- Node.js & Express
- TypeScript
openai(OpenRouter Integration)
SagaPad Skill Link
[Insert your published SagaPad Skill link here]

Attention Scalper
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