plan-tune

Tune AskUserQuestion prompts across gstack skills using declared and inferred developer profiles.

Updated Dec 26, 2025
One-click install
npx skills add https://github.com/tony30552001/Genpic-master --skill plan-tune-tony30552001
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: plan-tune
Source: https://github.com/tony30552001/Genpic-master/tree/main/.agents/skills/gstack/plan-tune
Command: npx skills add https://github.com/tony30552001/Genpic-master --skill plan-tune-tony30552001

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This capability calibrates how questions are asked and how the developer's declared vs inferred profile guides tuning, reducing interruption and improving relevance during gstack interactions.

Core Features & Use Cases

  • Per-question preferences: tailor which prompts fire and when to ask.
  • Dual-track profiling: compare declared goals with observed behavior to adjust the coaching strategy.
  • Plain-English inspection: provide a transparent review of how tuning decisions are made.

Quick Start

Configure your question-tuning preferences by telling me which questions to show or skip and how proactive you want me to be.

Frequently Asked Questions about plan-tune

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

FAQPage Schema
How do I control which AskUserQuestion prompts fire during gstack interactions?

You can control AskUserQuestion prompts by configuring per-question preferences that specify which prompts to show or skip and how proactive the system should be. This reduces interruption and improves relevance during gstack interactions.

What is developer profile tuning for question prompts?

Developer profile tuning compares your declared goals with observed behavior to adjust the coaching strategy. This dual-track profiling ensures that question prompts align with your actual development patterns rather than static settings.

How do I set up question tuning preferences in plan mode?

To set up question tuning, tell the system which questions to show or skip and how proactive you want it to be. Preferences are captured, logged, and surfaced transparently in a plan-mode workflow with structured AskUserQuestion prompts.

Can I inspect how question tuning decisions are made across gstack skills?

Yes, you can inspect tuning decisions through a plain-English review that provides a transparent explanation of how and why specific AskUserQuestion prompts fire. This allows you to verify that per-question preferences are applied correctly.

Does question tuning work without any external dependencies?

Yes, question tuning operates without external dependencies, relying solely on internal telemetry hooks and the gstack skill ecosystem. You only need to interact with the system to declare preferences and allow inferred profile tracking.