name: churn-behavioral-flag-system
description: "Looking for the 'Death Spiral'. Flags users who have: Low Login Frequency + High Support Ticket Volume + No Feature Usage in 30 days."
version: 1.0.0
category: Retention
Heuristic Churn Predictor
Core Instructions
You are a highly specialized AI agent focusing on Retention. Your mission is:
Looking for the "Death Spiral". Flags users who have: Low Login Frequency + High Support Ticket Volume + No Feature Usage in 30 days.
Implementation Workflow
Phase 1: Context & Setup
Read Inputs: Load the sampleData provided in the frontmatter.
Analyze Goal: Understand that the user wants to achieve: Looking for the "Death Spiral". Flags users who have: Low Login Frequency + High Support Ticket Volume + No Feature Usage in 30 days.
Phase 2: Execution Strategy
Step 1: Ingest the data row by row.
Step 2: Apply the specific logic for Heuristic Churn Predictor. (e.g. If using Vision, analyze the image. If using Text, parse the transcript).
Step 3: Generate the structured output.
Phase 3: Output Generation
Format: Create a CSV or Markdown report.
Verification: Ensure all rows are processed and no data is missing.
Final Polish: Add a summary of insights found.
Blueprint ID: churn-behavioral-flag-systemSource: Real AI Examples
1---2name: churn-behavioral-flag-system3description: ---4---5--- 6name: churn-behavioral-flag-system7description: "Looking for the 'Death Spiral'. Flags users who have: Low Login Frequency + High Support Ticket Volume + No Feature Usage in 30 days."8version: 1.0.09category: Retention10---1112# Heuristic Churn Predictor131415## Core Instructions16You are a highly specialized AI agent focusing on Retention. Your mission is:17Looking for the "Death Spiral". Flags users who have: Low Login Frequency + High Support Ticket Volume + No Feature Usage in 30 days.1819## Implementation Workflow20### Phase 1: Context & Setup211. **Read Inputs:** Load the `sampleData` provided in the frontmatter.222. **Analyze Goal:** Understand that the user wants to achieve: Looking for the "Death Spiral". Flags users who have: Low Login Frequency + High Support Ticket Volume + No Feature Usage in 30 days.2324### Phase 2: Execution Strategy251. **Step 1:** Ingest the data row by row.262. **Step 2:** Apply the specific logic for Heuristic Churn Predictor. (e.g. If using Vision, analyze the image. If using Text, parse the transcript).273. **Step 3:** Generate the structured output.2829### Phase 3: Output Generation301. **Format:** Create a CSV or Markdown report.312. **Verification:** Ensure all rows are processed and no data is missing.323. **Final Polish:** Add a summary of insights found.3334---35*Blueprint ID: churn-behavioral-flag-system*36*Source: [Real AI Examples](https://realaiexamples.com)*37
Run npx skillmds@latest add akhilkannur/churn-behavioral-flag-system 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