What problem does it solve?
This Skill helps you systematically identify and implement improvements to your Personal AI Infrastructure by extracting upgrade concepts from content and monitoring Anthropic and YouTube signals. It enables continuous system enhancement without manual sifting through disparate sources.
Core Features & Use Cases
- Two-thread analysis: Simultaneously analyze your user context and external sources to surface upgrade opportunities.
- Prioritized recommendations: Generate a ranked list of actions tailored to your current setup and goals.
- Research workflow: Offer in-depth validation and mapping steps for chosen upgrades to your PAI components (Skills, MCP, Claude Code).
- Use Case: When you want to upgrade your PAI, run this skill to produce concrete changes for your skill templates and workflows.
Quick Start
Trigger the Upgrade workflow with the "check for upgrades" command to start the two-thread analysis and receive a prioritized report. For deeper exploration, run the ResearchUpgrade workflow on a selected upgrade.