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zeptillionairplex
zeptillionairplexCOMMUNITY
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manage-skills

Analyze recent codebase changes to update verification skills.

1|Updated Apr 1, 2026
Search Tags:#automation#codebase#verification#maintenance#skill management#session analysis
One-click install
npx skills add https://github.com/zeptillionairplex/karpathy-claude-code-prompt-principle --skill manage-skills-zeptillionairplex
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: manage-skills
Source: https://github.com/zeptillionairplex/karpathy-claude-code-prompt-principle/tree/main/.claude/skills/manage-skills
Command: npx skills add https://github.com/zeptillionairplex/karpathy-claude-code-prompt-principle --skill manage-skills-zeptillionairplex

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps maintain the accuracy and relevance of verification skills by analyzing recent session changes, detecting drift, and updating or creating skills accordingly.

Core Features & Use Cases

  • Automated Session Analysis: Examines file modifications post-session to identify gaps in verification coverage.
  • Dynamic Skill Management: Creates new skills or updates existing ones based on codebase evolution.
  • Use Case: Developers can ensure their verification scripts stay current with ongoing code updates, reducing manual oversight and increasing reliability.

Quick Start

Run this skill after coding sessions with numerous file changes to automatically evaluate and update verification skills to match recent modifications.

Frequently Asked Questions about manage-skills

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

FAQPage Schema
How do I keep verification scripts aligned with codebase changes automatically?▼

You can keep verification scripts aligned by running a skill that tracks recent codebase modifications, identifies coverage gaps, and prompts skill updates to reduce manual maintenance efforts.

What is automated session analysis for skill maintenance?▼

Automated session analysis is a process that examines file modifications after coding sessions to detect drift and identify gaps in verification coverage for dynamic skill management.

When do I need to update verification skills after modifying a codebase?▼

You need to update verification skills after coding sessions with numerous file changes to ensure scripts stay current, match recent modifications, and maintain ongoing code reliability.

Can I create new verification skills dynamically based on codebase evolution?▼

Yes, you can create new verification skills dynamically by analyzing recent session changes to detect drift and generating updates or new skills based on codebase evolution.

What's the best way to reduce manual oversight of verification scripts?▼

The best way to reduce manual oversight is using a skill management tool that automatically evaluates and updates verification scripts to match recent codebase modifications post-session.

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