What is the primary output format?

It generates a structured Markdown document that includes background info, prompt strategies, problem/solution tables, and verified output statistics.

How does this skill ensure data accuracy?

The skill utilizes specific CLI commands like 'find' and 'wc' to count files and lines of code, ensuring all reported metrics are physically verified in the local workspace.

Can I use this for ongoing projects?

This skill is best used after completing a significant milestone or task, as it focuses on summarizing and reflecting on finished work.

Where does it get the prompt examples from?

It uses the episodic-memory:search-conversations tool to find and retrieve the actual prompts used during the development process, rather than relying on memory.

AI Case Study Generator

Name: AI Case Study Generator
Author: ekil1100

byekil1100

0•

Productivity & Workflow

Transforms AI-assisted development sessions into verifiable, data-driven case studies for knowledge sharing and technical retrospectives.

The AI Case Study Generator is a specialized skill designed to bridge the gap between AI-assisted work and professional knowledge management. It provides a rigorous workflow for documenting R&D processes by extracting real prompt examples from conversation history and using command-line tools to verify output statistics like file counts and lines of code. By enforcing a 'verification first' principle, it ensures that every case study is grounded in reality, making it an essential tool for teams looking to quantify AI productivity, share best practices, or maintain high-quality technical documentation.

Key Features

01CLI-integrated verification for code lines, file counts, and directory structures

02Automatic prompt extraction from historical AI interactions via episodic memory

03Built-in verification checklist to prevent data fabrication or exaggeration

04Time-savings estimation framework with clear distinction between estimates and facts

050 GitHub stars

06Structured templates for documenting business context, strategies, and results

Use Cases

01Summarizing a complex AI-led refactoring project for a team retrospective

02Building a shared repository of proven prompt strategies for specific technical tasks

03Quantifying AI productivity gains for management reports or project post-mortems

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ekil1100/claude-markplace ai-assisted-case-study

For use in Claude.ai and ChatGPT

Download Skill