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LandonSchropp
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Identifying Skill Gaps

Analyze Claude Code logs to identify repeated instructions and prioritize skill opportunities.

1|Updated Sep 1, 2025
Search Tags:#automation#logs#skills#patterns#conversations#analyze#waste-analysis
One-click install
npx skills add https://github.com/LandonSchropp/agent-toolkit --skill identifying-skill-gaps
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Identifying Skill Gaps
Source: https://github.com/LandonSchropp/agent-toolkit/tree/main/skills/identifying-skill-gaps
Command: npx skills add https://github.com/LandonSchropp/agent-toolkit --skill identifying-skill-gaps

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires ts-dedent, zod, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps analyze Claude Code conversation logs to identify areas where users repeatedly issue similar instructions, enabling the creation of reusable, high-value skills.

Core Features & Use Cases

  • Detects repetition across conversations to surface candidate skills.
  • Quantifies waste by frequency and length to prioritize development.
  • Produces a prioritized, example-driven output to guide skill creation.

Quick Start

Ask the user for a date range, then extract and analyze their Claude Code logs to surface high-value skill opportunities.

Frequently Asked Questions about Identifying Skill Gaps

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

FAQPage Schema
How do I analyze Claude Code conversation logs to find repeated user instructions?▼

To analyze Claude Code logs for repeated instructions, you specify a date range to extract local conversation data. The Skill detects cross-conversation patterns and surfaces actionable skill opportunities based on instruction frequency.

What is the best way to identify automation opportunities from chat logs?▼

Identifying automation opportunities from chat logs involves detecting repeated user instructions across conversations. This Skill quantifies waste by frequency and length to prioritize high-value skill creation.

How do I prioritize which reusable skills to build from conversation patterns?▼

You can prioritize reusable skills by analyzing conversation patterns to quantify waste through instruction frequency and length. This produces a prioritized, example-driven output to guide skill development.

Can I use local Claude Code conversation data to detect cross-conversation patterns?▼

Yes, you can apply this analysis across local Claude Code conversation data to detect cross-conversation patterns. It implements safety checks to prevent unsafe operations during log extraction.

Does analyzing Claude Code logs require manual setup of scripts and references?▼

Analyzing logs uses a deterministic workflow with frontmatter-driven manifest, optional scripts, and references. You need to provide a date range, and the Skill handles the extraction and pattern detection automatically.

Why should I extract repeated chats instead of manually reviewing conversation logs?▼

Extracting repeated chats surfaces actionable skills automatically rather than requiring manual log review. The Skill identifies cross-conversation patterns and prioritizes skill opportunities by frequency and potential impact.

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