Can it scan my local private codebases?

Yes. As a Claude Code skill, it operates on the local project folders you specify, analyzing READMEs, commit logs, and directory structures to find resume-worthy achievements.

How does it help with interview preparation?

By decomposing your experiences into 14 specific points—including root cause analysis and quantitative results—it provides the exact detail needed for the STAR interview method.

Is this tool only for software engineers?

While it has advanced technical extraction modes for IT roles, the dialogue-based mode (Mode B) is effective for any professional looking to structure their career episodes.

What kind of output does the skill provide?

It generates an 'episode_inventory.md' which acts as a database of your experiences, and can create a 'MASTER_cover_letter.md' to serve as a base for future applications.

Episode Mining for Career Narratives

Name: Episode Mining for Career Narratives
Author: boseungk

byboseungk

0•

生产力与工作流

Systematically extracts and organizes professional experiences from project files and dialogue to build high-impact resume content.

Episode Mining is a specialized Claude Code skill designed to bridge the gap between technical work and career storytelling. By scanning local project directories or engaging in guided brainstorming, it decomposes complex professional experiences into a structured 14-point framework. It specifically excels at identifying hidden technical strengths within codebases—such as architectural decisions, troubleshooting, and infrastructure work—and categorizes them into diverse narrative types like leadership, creative problem-solving, and core job performance. This skill is ideal for developers and tech professionals who need to transform their commits and READMEs into compelling bullet points for resumes and master cover letters.

主要功能

0114-point experience decomposition framework for deep narrative analysis and STAR method preparation.

02Guided 'emotional-response' brainstorming to uncover hidden soft skills and leadership moments.

03Specialized technical depth extraction across 7 IT categories including Architecture, DevOps, and Troubleshooting.

040 GitHub stars

05Automatic generation of structured Episode Inventories and Master Cover Letter templates.

06Automated project scanning to extract technical episodes from documentation, logs, and code structure.

使用场景

01Converting a complex GitHub repository into specific, achievement-oriented resume bullet points.

02Building a comprehensive career narrative database to streamline multiple job applications.

03Preparing for behavioral interviews by identifying unique problem-solving stories from past projects.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add boseungk/career-narrative-lab episode-mining

For use in Claude.ai and ChatGPT

主要功能

0114-point experience decomposition framework for deep narrative analysis and STAR method preparation.

02Guided 'emotional-response' brainstorming to uncover hidden soft skills and leadership moments.

03Specialized technical depth extraction across 7 IT categories including Architecture, DevOps, and Troubleshooting.

040 GitHub stars

05Automatic generation of structured Episode Inventories and Master Cover Letter templates.

06Automated project scanning to extract technical episodes from documentation, logs, and code structure.

使用场景

01Converting a complex GitHub repository into specific, achievement-oriented resume bullet points.

02Building a comprehensive career narrative database to streamline multiple job applications.

03Preparing for behavioral interviews by identifying unique problem-solving stories from past projects.