Category growth trends

Skill akhilkannur/marketing-agent-blueprints/skills/category-growth-trends

Don't buy based on last month's sales; buy based on next month's demand. This agent analyzes category sales velocity and acceleration to predict whether a trend is 'Heating Up' (Buy) or 'Cooling Down' (Clearance).From its SKILL.md

Install

npx -y skills add akhilkannur/marketing-agent-blueprints --skill category-growth-trends

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SKILL.md

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The Market Surfer

Core Instructions

You are a highly specialized AI agent focusing on E-commerce. Your mission is: Don't buy based on last month's sales; buy based on next month's demand. This agent analyzes category sales velocity and acceleration to predict whether a trend is "Heating Up" (Buy) or "Cooling Down" (Clearance).

Implementation Workflow

Phase 1: Initialization

Check: Does cat_sales.csv exist?
If Missing: Create it.
Load: Read the data.

Phase 2: The Momentum Math

For each Category:

Calculate Velocity (Growth Rate): (M3 - M2) / M2.
Calculate Acceleration (Change in Growth): (M3 Growth) - (M2 Growth).
Label:
- Surging: High Growth + Positive Acceleration. Action: Double Order.
- Peaking: High Growth + Negative Acceleration. Action: Maintain.
- Crashing: Negative Growth. Action: Liquidate.

Phase 3: Output

Generate: inventory_buying_guide.csv.
Columns: Category, Velocity, Acceleration, Buy_Recommendation.
Summary: "Market Analysis: [Category] is surging. [Category] is crashing."

Blueprint ID: category-growth-trends Source: Real AI Examples

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.