Analyze patches and project context to improve AI Factory skills.
npx skills add https://github.com/mind-systems/mind_context --skill aif-evolve-mind-systems
Please help me install this Agent Skill. Skill: aif-evolve Source: https://github.com/mind-systems/mind_context/tree/main/.claude/skills/aif-evolve Command: npx skills add https://github.com/mind-systems/mind_context --skill aif-evolve-mind-systems
Analyzes patches, project context, and codebase patterns to proactively improve AI Factory skills, reducing recurring mistakes and tightening guards across the skill set.
Run the evolution workflow to start analyzing patches and project context, then apply approved improvements to installed skills.
High-intent search queries and answers about installing and using this skill.
To improve AI skills from patches, you analyze patch files and project context to extract recurring problems, root causes, and prevention rules, generating minimal, traceable updates to existing skill guidance.
Patch-driven skill evolution works by reading patch files to identify recurring mistakes, comparing findings against existing skill guidance for gaps, and generating guardrails to prevent similar issues across the project.
You update AI guardrails by performing gap analysis on patch findings against existing skill files, then applying approved improvements that add null-checks and prevention rules tailored to your tech stack.
Yes, you can operate on targeted skills or a project-wide basis, applying context-driven constraints from project descriptions and conventions to tailor improvements while preserving the original skill structure.
Yes, context-driven improvement preserves existing skill structure by generating minimal, traceable updates that satisfy patch-driven, tech-stack, and convention constraints without rewriting the original file.
Use automated skill improvement when a set of patches reveals recurring issues like null-check errors in data handling, requiring proactive guardrails to tighten rules across your installed skill set.
vulikjulikAnalyze project patches and codebase patterns to generate skill-context rules.
lee-toAnalyze patches and codebase patterns to write project-specific skill-context rules.
afterworkAnalyze patches and codebase patterns to update aif-* skill-context rules.
drsapaevAnalyze project context and patches to generate rules for AI skills.
