Ucts Guidev1.0.0

A developer needs to perform a security audit on a web application. The skill classifies the task as 'security' domain with high risk, prescribes caveman off and adds /cso for compliance reporting.

A team is building a payment microservice. The skill recognizes 'payment' as critical risk and 'microservice' as complex, setting caveman off and using AgentDiet and Swarm for optimal token usage.

A developer is refactoring a multi-module system. The skill classifies it as refactor-domain, cross-module scope, moderate complexity, and prescribes full caveman with LLMLingua and Semantic Cache to speed up the process.

A junior developer needs to write a hello world script. The skill sees 'trivial' complexity and prescribes ultra caveman with Cache and Monitor, using haiku-only model for maximum efficiency.

A senior engineer wants to automate code reviews. The skill maps this to the /review command, classifying as moderate complexity with multi-file scope, and prescribes full caveman with SWE-Pruner for efficient review.

Free tier offers basic task classification for trivial/simple tasks; premium tiers unlock advanced tools like AgentDiet and Swarm for complex tasks, billing per successful analysis.

License the skill to organizations for integration into their CI/CD pipelines, enabling automated task analysis and optimized Claude Code sessions across teams.

Offer consulting engagements to help teams adopt the skill, including workshops on task classification and custom tool presets for specific industries.