improve-skill

Extract actionable guidance from agent transcripts to refine skills and write updated SKILL.md files.

18|3|Updated Jan 8, 2026
One-click install
npx skills add https://github.com/Dwsy/agent --skill improve-skill-dwsy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: improve-skill
Source: https://github.com/Dwsy/agent/tree/main/skills/improve-skill
Command: npx skills add https://github.com/Dwsy/agent --skill improve-skill-dwsy

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Analyze coding agent session transcripts to identify improvements for existing skills or to create new skills.

Core Features & Use Cases

  • Analyze sessions to identify gaps, improvements, and new capability opportunities.
  • Generate improvement prompts and new skill definitions from real transcripts for faster iteration.
  • Use with Claude Code, Pi, and Codex session histories to evolve the agent's capabilities.

Quick Start

Run the extractor to pull the current session and begin crafting 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 analyze agent session transcripts to improve existing skills?

Analyzing session transcripts extracts actionable guidance to identify gaps and improvements, proposing concrete edits and writing updated SKILL.md files back to skill paths. It works across multiple coding agent histories for iterative refinement.

What is the process for creating new skills from session history?

Creating new skills from session history extracts actionable guidance from real transcripts to generate new skill definitions. The extractor pulls current sessions and crafts prompts to define capabilities for faster iteration.

Can I use session transcripts from Claude Code, Pi, and Codex for skill refinement?

Yes, skill refinement works across Claude Code, Pi, and Codex session histories. The tool processes these transcripts to guide iterative skill refinement and creation by extracting actionable improvements.

What's the best way to extract actionable guidance from coding agent transcripts?

The best way to extract actionable guidance is running the extractor to pull the current session and craft an improvement prompt. This identifies concrete edits, examples, and new capability opportunities for faster iteration.

How do I write updated SKILL.md files back to the appropriate skill path?

Writing updated SKILL.md files back to the appropriate skill path occurs after analyzing transcripts and proposing concrete edits. The tool generates improvement prompts and new skill definitions, then writes updated files directly.

When should I analyze session histories for skill improvement opportunities?

Analyze session histories for skill improvement when you need to identify gaps in existing skills or recognize new capability opportunities. This is valuable after significant coding agent interactions requiring iterative refinement.