Tuning Panel Skill

Create bespoke parameter tuning panels that give users visual control over values they're iterating on. These panels surface all relevant parameters for the current task, enable real-time adjustment, and export tuned values in an LLM-friendly format.

Core Philosophy

Err on the side of exhaustive. When a user is tuning something, surface every parameter that could reasonably affect the outcome. Missing a parameter forces context-switching; having "too many" parameters costs only scroll distance.

Debug-mode only. Tuning panels should never appear in production. Use environment checks, build flags, or URL parameters.

Export changed values only. LLM exports should show only what was tuned, not all 100+ parameters.

Platform Selection