aif-evolve

Analyze patches and project context to generate testable improvements for aif-* skills.

Updated Apr 17, 2026

Search Tags:#automation #governance #patch-analysis #ai-factory #aif-evolve #skill-context

Ready to run

npx skills add https://github.com/VeronikaVashkevich/job-tracking-app --skill aif-evolve-veronikavashkevich

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: aif-evolve
Source: https://github.com/VeronikaVashkevich/job-tracking-app/tree/main/.opencode/skills/aif-evolve
Command: npx skills add https://github.com/VeronikaVashkevich/job-tracking-app --skill aif-evolve-veronikavashkevich

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates ongoing improvement of AI Factory skills by learning from patches and project context, reducing recurring mistakes and enhancing reliability.

Core Features & Use Cases

Builds project-specific skill-context rules from observed patterns and patches
Maintains guardrails to prevent regressions while evolving skill behavior
Enables targeted evolution for individual skills or all installed skills

Quick Start

Run the evolve command to update all installed skills or target a specific skill by name.

Frequently Asked Questions about aif-evolve

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

FAQPage Schema

How do I automate skill improvements by analyzing codebase patterns and patches?▼

Automating skill improvements involves analyzing patches, project context, and codebase patterns to generate precise, testable updates. This process identifies gaps between base configurations and skill-context rules, proposing project-specific guardrails to prevent regressions.

What is the best way to maintain safety constraints while evolving skill behavior?▼

Maintaining safety constraints while evolving skill behavior requires building project-specific rules from observed patterns and patches. The system establishes guardrails that ensure changes remain traceable to patches or conventions, preventing regressions during the evolution process.

How do I identify gaps between base SKILL.md and skill-context rules?▼

Identifying gaps between base SKILL.md and skill-context rules is done by analyzing project context and codebase patterns. The system detects inconsistencies and proposes project-specific guardrails and rules to ensure changes remain traceable to patches or conventions.

Can I target a specific skill for evolution instead of updating all installed skills?▼

Targeting a specific skill for evolution is supported alongside updating all installed skills. You can run the evolve command to update all installed skills or target a specific skill by name, enabling focused improvements based on observed patches and project context.

Why do recurring mistakes happen in AI Factory skills and how can patch analysis fix them?▼

Recurring mistakes happen when skills lack project-specific context from patches. Patch analysis fixes them by automating ongoing improvement, building project-specific skill-context rules from observed patterns to reduce errors and enhance reliability while maintaining guardrails.

Does aif-evolve require external dependencies to generate testable improvements for skills?▼

aif-evolve requires no external dependencies to generate testable improvements for skills. It operates independently to analyze patches, project context, and codebase patterns, producing project-specific guardrails and rules that maintain safety constraints without additional setup.