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improve-skill

Analyze coding agent session transcripts to improve or create skills.

15|1|Updated Feb 21, 2019
Search Tags:#skill development#prompt engineering#code generation#ai agent#transcript analysis#session analysis
One-click install
npx skills add https://github.com/dejanr/dotfiles --skill improve-skill-dejanr
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: improve-skill
Source: https://github.com/dejanr/dotfiles/tree/main/modules/home/cli/pi-mono/skills/improve-skill
Command: npx skills add https://github.com/dejanr/dotfiles --skill improve-skill-dejanr

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill streamlines the process of improving existing AI coding skills or creating entirely new ones by analyzing past interaction transcripts.

Core Features & Use Cases

  • Session Analysis: Parses session files from Claude Code, Pi, and Codex agents.
  • Skill Improvement: Generates prompts to refine existing skills based on usage patterns and identified shortcomings.
  • New Skill Creation: Creates prompts to extract new, reusable skills from session history.
  • Use Case: After a coding session where you repeatedly struggled to get an AI to perform a specific task, use this Skill to analyze that session and generate a prompt that will improve the relevant AI skill or create a new one to handle that task more effectively.

Quick Start

Run the extract-session.js script to analyze the current session and generate an improvement prompt.

Frequently Asked Questions about improve-skill

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

FAQPage Schema
How do I create new AI skills from coding session transcripts?▼

You can create new AI skills from session transcripts by running a script that parses historical interactions, extracts relevant patterns, and generates a prompt to build a reusable skill. This automates skill creation from past struggles.

How do I improve existing prompt engineering skills based on past AI agent sessions?▼

Improving existing prompt engineering skills involves analyzing session files to identify usage struggles and missing information. The tool generates targeted refinement prompts to update and enhance the original skill.

Does session transcript analysis work with Claude Code and Codex files?▼

Session transcript analysis supports Claude Code, Pi, and Codex session files. The script parses these specific formats to extract relevant interaction data for skill generation and refinement.

What is the best way to extract reusable skills from historical coding agent interactions?▼

The best way to extract reusable skills is to analyze session history for recurring tasks where the AI struggled. The script identifies these patterns and generates a structured prompt to create a targeted skill.

When should I analyze session transcripts to refine AI code generation skills?▼

You should analyze session transcripts to refine AI code generation skills after a session where you repeatedly struggled to get the agent to perform a specific task, indicating missing information or beneficial examples.

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