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skill-system-evolution

Manage version-controlled evolution of AI soul profiles and workflow recipes.

Updated Aug 23, 2026
Search Tags:#version control#rollback#auditability#ai evolution#soul profiles#workflow recipes
One-click install
npx skills add https://github.com/arthur0824hao/skills --skill skill-system-evolution
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-system-evolution
Source: https://github.com/arthur0824hao/skills/tree/main/skills/skill-system-evolution
Command: npx skills add https://github.com/arthur0824hao/skills --skill skill-system-evolution

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill provides a robust, version-controlled engine for evolving AI "soul profiles" and workflow recipes, ensuring changes are auditable, safe, and reversible.

Core Features & Use Cases

  • Automated Evolution: Uses accumulated insight data to intelligently modify AI profiles and recipes.
  • Version Control: Every change is snapshotted, allowing for easy listing, comparison, and rollback.
  • Safety Constraints: Enforces operational limits and prevents removal of core safety features.
  • Use Case: Automatically refine an AI's communication style based on user feedback over time, with the ability to revert to previous versions if a change proves detrimental.

Quick Start

Use the skill-system-evolution skill to evolve the soul profile for user 'arthu'.

Frequently Asked Questions about skill-system-evolution

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

FAQPage Schema
How do I version control and rollback AI soul profiles?▼

Version control for AI soul profiles works by recording snapshots of every evolution decision in a PostgreSQL database, enabling auditability, comparison, and rollback to previous versions.

How do I automatically refine an AI's workflow recipes based on feedback?▼

You refine workflow recipes by accumulating insight data from user feedback, which the system uses to intelligently modify AI profiles and recipes while enforcing operational safety constraints.

Can I enforce safety constraints when evolving AI profiles?▼

Yes, you can enforce safety constraints when evolving AI profiles to set operational limits and prevent the removal of core safety features during the automated evolution process.

Does AI profile evolution work with PostgreSQL for auditability?▼

Yes, AI profile evolution operates via a PostgreSQL database to ensure auditability, recording snapshots of insight accumulation and evolution decisions for tracking and rollback capabilities.

What are the limitations of automated AI soul profile evolution?▼

Automated AI soul profile evolution is constrained by enforced safety features that cannot be removed, ensuring changes remain reversible but limiting modifications that break core operational boundaries.

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