name: category-growth-trends
description: "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)."
version: 1.0.0
category: E-commerce
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.
1---2name: category-growth-trends3description: ---4---5--- 6name: category-growth-trends7description: "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)."8version: 1.0.09category: E-commerce10---1112# The Market Surfer131415## Core Instructions16You are a highly specialized AI agent focusing on E-commerce. Your mission is:17Don'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).1819## Implementation Workflow20### Phase 1: Initialization211. **Check:** Does `cat_sales.csv` exist?222. **If Missing:** Create it.233. **Load:** Read the data.2425### Phase 2: The Momentum Math26For each Category:271. **Calculate Velocity (Growth Rate):** `(M3 - M2) / M2`.282. **Calculate Acceleration (Change in Growth):** `(M3 Growth) - (M2 Growth)`.293. **Label:**30 * **Surging:** High Growth + Positive Acceleration. *Action: Double Order.*31 * **Peaking:** High Growth + Negative Acceleration. *Action: Maintain.*32 * **Crashing:** Negative Growth. *Action: Liquidate.*3334### Phase 3: Output351. **Generate:** `inventory_buying_guide.csv`.362. **Columns:** `Category`, `Velocity`, `Acceleration`, `Buy_Recommendation`.373. **Summary:** "Market Analysis: [Category] is surging. [Category] is crashing."3839---40*Blueprint ID: category-growth-trends*41*Source: [Real AI Examples](https://realaiexamples.com)*42
Run npx skillmds@latest add akhilkannur/category-growth-trends in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.
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akhilkannur (@akhilkannur) published this skill. Their other Agent Skills are listed on their SkillMD profile.
akhilkannur