episode-mining

Extract and categorize personal experiences into structured resume episodes.

Updated Mar 1, 2026
One-click install
npx skills add https://github.com/boseungk/career-narrative-lab --skill episode-mining
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: episode-mining
Source: https://github.com/boseungk/career-narrative-lab/tree/main/.agent/skills/episode-mining
Command: npx skills add https://github.com/boseungk/career-narrative-lab --skill episode-mining

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps users systematically discover, decompose, and organize personal experiences into structured resume-ready episodes, enabling clearer storytelling for interviews and applications.

Core Features & Use Cases

  • Mode A: project file scan to automatically extract episodes from a folder and map them to the 14-item decomposition and 7-category taxonomy.
  • Mode B: conversational discovery to brainstorm and capture experiences when no project folder is available.
  • Outputs: a ready-to-use episode-template.md, references to project-scan-guide, and episode examples to guide captioning and storytelling.

Quick Start

Provide a project folder path or describe your career experiences to begin extracting episodes.

Frequently Asked Questions about episode-mining

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract resume episodes from my project files?

Extract resume episodes from project files by providing a folder path for an automatic scan. The system maps your project contents to a 14-item decomposition and 7-category taxonomy, outputting a ready-to-use episode-template.md.

Can I discover career experiences for my resume without project files?

You can discover career experiences without project files using dialogue-driven brainstorming. This conversational mode captures your personal experiences and systematically categorizes them into structured resume-ready episodes.

What is the best way to structure interview stories from past projects?

The best way to structure interview stories is applying a 14-item decomposition and 7-category taxonomy to your experiences. This process breaks down past projects into structured episodes, generating a ready-to-use episode-template.md for clear storytelling.

Does episode mining work for both internship and full-time role experiences?

Episode mining works for both internship and full-time role experiences across varying industries. It systematically decomposes and classifies these diverse career experiences into structured resume-ready episodes.

How do I categorize personal experiences into a structured resume template?

Categorize personal experiences by mapping them through a 7-category taxonomy and 14-item decomposition framework. This classification process outputs a structured episode-template.md along with reference guides to assist your resume captioning.

What output files do I get when extracting career episodes?

When extracting career episodes, you get a ready-to-use episode-template.md file. You also receive references to a project-scan-guide and episode examples to guide your resume captioning and interview storytelling.