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improve-skill

Analyze session transcripts to generate updated SKILL.md definitions.

15|Updated Nov 23, 2025
Search Tags:#CLI#transcripts#analyze#AI-agent#skill-improvement#session-extraction#coding-skills
One-click install
npx skills add https://github.com/alexanderop/workoutTracker --skill improve-skill-alexanderop
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: improve-skill
Source: https://github.com/alexanderop/workoutTracker/tree/main/.claude/skills/improve-skill
Command: npx skills add https://github.com/alexanderop/workoutTracker --skill improve-skill-alexanderop

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill enables teams to retroactively improve AI agent capabilities by analyzing session transcripts and extracting actionable improvements or creating new skills from historical data.

Core Features & Use Cases

  • Analyze coding agent session transcripts to identify gaps and opportunities for improvement.
  • Generate updated or new SKILL.md definitions with concrete examples and instructions.
  • Extract actionable prompts and workflows from sessions so skills can be evolved in future runs.
  • Use Case: Given a failed workflow in a Claude Code session, produce an updated skill definition that fixes the workflow and adds a representative example.

Quick Start

Run the extractor to pull the most recent coding agent session transcript: ./scripts/extract-session.cjs

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?▼

Improving coding skills from session transcripts involves analyzing agent sessions to identify workflow gaps and generate updated SKILL.md definitions with actionable improvements and concrete examples.

Can I create new skills by analyzing historical coding agent sessions?▼

Yes, you can create new skills by analyzing historical AI-agent session transcripts to extract actionable workflows and generate new SKILL.md definitions with concrete examples.

How do I extract actionable prompts from a failed Claude Code workflow?▼

You extract actionable prompts from a failed Claude Code workflow by analyzing the session transcript to produce an updated skill definition that fixes the workflow and adds representative examples.

What's the best way to update a SKILL.md file after a coding session?▼

The best way to update a SKILL.md file after a coding session is to analyze the session transcript to identify gaps and output a corrected definition with actionable improvements and concrete examples.

Does this skill improvement tool require specific dependencies to run?▼

No, this skill improvement tool has no external dependencies and uses included scripts to extract the most recent coding agent session transcript for analysis.

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