improve-skill

Parse coding agent session transcripts to generate skill refinement prompts.

Updated May 26, 2024
One-click install
npx skills add https://github.com/dnswd/nixos --skill improve-skill-dnswd
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: improve-skill
Source: https://github.com/dnswd/nixos/tree/main/config/devel/pi-mono/skills/improve-skill
Command: npx skills add https://github.com/dnswd/nixos --skill improve-skill-dnswd

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires fs, path, os, and includes scripts (resource) components.

What problem does it solve?

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

Core Features & Use Cases

  • Skill Improvement: Analyzes session logs to identify areas where a skill was confusing, incomplete, or incorrect, then generates prompts to refine it.
  • New Skill Creation: Extracts the core functionality, commands, and examples from a session to define a new, reusable skill.
  • Use Case: After a coding session where you repeatedly struggled to get an AI to correctly format code using a specific skill, you can use this tool to analyze that session and generate a prompt to improve the skill's documentation and examples.

Quick Start

Run ./scripts/extract-session.js to automatically detect and extract the current session transcript.

Frequently Asked Questions about improve-skill

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

FAQPage Schema
How do I improve AI agent skills from session transcripts?

To improve AI agent skills from session transcripts, you analyze past interaction logs to identify areas where a skill was confusing or incomplete, then generate targeted prompts to refine the skill's documentation and examples.

How does session analysis work for creating new prompt engineering skills?

Session analysis for creating new prompt engineering skills works by extracting core functionality, commands, and examples from your coding agent session files to define a new, reusable skill through structured prompt generation.

Can I use Claude Code session files to refine code generation skills?

Yes, you can use Claude Code session files to refine code generation skills. The tool supports parsing session files from Claude Code, Pi, and Codex to extract data for AI-driven skill development.

What is the best way to extract current coding agent session data for skill development?

The best way to extract current coding agent session data for skill development is running the extract-session script, which automatically detects and extracts the current session transcript for analysis.

Do I need Node.js to run scripts that analyze AI agent session logs?

Yes, you need a JavaScript runtime like Node.js to execute the extraction scripts that parse session logs and generate prompts for AI-driven skill development, as the scripts rely on fs, path, and os modules.