improve

Capture corrections from interactions and codify them into customization overlays.

Updated Apr 24, 2026

Search Tags:#learning #memory #overlays #corrections #codification #family-customizations

Ready to run

npx skills add https://github.com/intelligent-alpha/plugins --skill improve-intelligent-alpha

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: improve
Source: https://github.com/intelligent-alpha/plugins/tree/main/intelligent-alpha/skills/improve
Command: npx skills add https://github.com/intelligent-alpha/plugins --skill improve-intelligent-alpha

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The system's learning mechanism. Your job is to capture lessons from real interactions and codify them into the family's customization layer so the same lesson never has to be taught twice — without ever interrupting the work in progress.

Core Features & Use Cases

Silent capture: logs corrections from other skills without interrupting the current workflow.
Explicit codification: surfaces accumulated corrections at natural pauses or on demand and codifies them into per-skill overlays or cross-cutting family customizations.
Context-aware replication: reads family rules, customization files, per-skill overlays, and correction logs to produce durable guidance for future runs.

Quick Start

Invoke /intelligent-alpha:improve at a natural pause to surface accumulated corrections for codification.

Frequently Asked Questions about improve

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

FAQPage Schema

How do I codify lessons from interactions into permanent customizations?▼

You can codify lessons by capturing corrections from real interactions and storing them as durable guidance in per-skill overlays and family customization files, ensuring learned behaviors persist without interrupting ongoing work.

What is silent capture mode for logging corrections during workflows?▼

Silent capture mode logs corrections from other skills in the background without interrupting the current workflow, accumulating learning data until a natural pause or explicit invocation surfaces them for codification.

How do I stop repeating the same corrections across different skills?▼

To stop repeating corrections, the system reads family rules, per-skill overlays, and correction logs to generate cross-cutting family customizations that apply durable guidance automatically across all future skill runs.

When should I invoke explicit codification for accumulated corrections?▼

You should invoke explicit codification at natural pauses in your workflow or on demand, surfacing accumulated corrections from silent capture to codify them into per-skill overlays or cross-cutting customizations.

Can I apply family customizations across multiple skills without interrupting work?▼

Yes, family customizations apply across multiple skills by reading shared family rules and correction logs to produce durable, codified guidance stored in overlays and customization files without interrupting active workflows.

What files does the system read to generate durable codified guidance?▼

The system reads family rules, customization files, per-skill overlays, and correction logs to generate durable codified guidance that is stored back into overlays and family customization files.