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79yuuki
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skill-portfolio-evolution

Convert workflow observations and external guidance into reviewed skill updates.

1|Updated Mar 6, 2014
Search Tags:#workflow automation#claude code#codex#agent skills#skill management#harness
One-click install
npx skills add https://github.com/79yuuki/dotfiles --skill skill-portfolio-evolution
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-portfolio-evolution
Source: https://github.com/79yuuki/dotfiles/tree/main/claude/skills/skill-portfolio-evolution
Command: npx skills add https://github.com/79yuuki/dotfiles --skill skill-portfolio-evolution

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps maintain and improve AI agent skill portfolios by turning scattered discoveries, workflow signals, and external guidance into reviewed reusable assets instead of unmanaged configuration drift.

Core Features & Use Cases

  • Skill Evolution Workflow: Reviews existing skills, harness opportunities, official sources, and external workflow ideas to identify safe improvements.
  • Governed Updates: Produces reviewable patches, classifies changes across instructions, tools, context, sub-agents, hooks, and pruning decisions.
  • Use Case: When a Claude Code environment accumulates repeated workflows or outdated skills, use this Skill to audit the portfolio and prepare focused improvements with Codex parity and security checks.

Quick Start

Use the skill-portfolio-evolution skill to review my current AI skills and propose safe reusable improvements.

Frequently Asked Questions about skill-portfolio-evolution

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

FAQPage Schema
How do I audit my Claude Code skills and prevent configuration drift?▼

To audit Claude Code skills and prevent configuration drift, you can review existing workflows, harness opportunities, and external guidance to identify safe improvements and generate reviewable patches.

What is AI agent skill portfolio evolution?▼

AI agent skill portfolio evolution is the process of converting scattered workflow observations and external guidance into reviewed, reusable skill updates instead of leaving unmanaged configuration drift.

How do I update Codex AGENTS.md rules and maintain Claude Code parity?▼

To update Codex AGENTS.md rules with Claude Code parity, you classify changes across instructions, tools, and context, then apply security reviews and controlled pruning recommendations.

Can I automate reusable skill updates from workflow observations?▼

Yes, you can automate reusable skill updates by analyzing workflow signals and harness opportunity logs to stage focused patches with trigger evaluations and security checks.

When should I prune outdated AI agent skills?▼

You should prune outdated AI agent skills during periodic skill audits when trigger evaluation and security reviews identify redundant instructions, tools, or sub-agents causing configuration drift.

Does skill portfolio evolution work with plugin manifests and harness logs?▼

Yes, skill portfolio evolution works with plugin manifests and harness opportunity logs by analyzing them alongside existing skills to produce governed, reviewable patches for safe improvements.

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