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plan-tune

Analyze and tune AskUserQuestion preferences with a dual-track developer profile.

Updated Apr 1, 2026
Search Tags:#ask-user-question#gstack#question-tuning#plan-tune#developer-profile#profile-inspection
One-click install
npx skills add https://github.com/whd4/gstack --skill plan-tune-whd4
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: plan-tune
Source: https://github.com/whd4/gstack/tree/main/plan-tune
Command: npx skills add https://github.com/whd4/gstack --skill plan-tune-whd4

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Analyzes and tunes AskUserQuestion behavior by creating a dual-track developer profile (declared vs inferred) and logging per-question preferences.

Core Features & Use Cases

  • Dual-track profile (declared vs inferred) to surface biases and guide tuning decisions.
  • Per-question preference logging to enable tailored questioning strategies across skills.
  • Centralized insights and recommendations to standardize how questions are asked during skill invocations.
  • Use Case: Inspect a skill invocation, understand which questions were asked, and adjust preferences to reduce repetition or over-asking.

Quick Start

Ask to review your profile and tuning preferences to begin aligning question prompts with your developer vibe.

Frequently Asked Questions about plan-tune

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

FAQPage Schema
How do I stop a skill from repeatedly asking the same questions during invocations?▼

To stop repetitive questions during skill invocations, you can adjust tuning preferences using never-ask settings. This skill logs per-question choices to understand your developer profile and prevent over-asking.

What is a dual-track developer profile for question tuning?▼

A dual-track developer profile compares declared preferences against inferred behaviors to surface biases. By tracking both tracks, this skill guides tuning decisions to standardize how questions are asked across future skill invocations.

How do I configure AskUserQuestion settings in SKILL.md frontmatter?▼

Configuring AskUserQuestion settings involves reading frontmatter preferences from SKILL.md to apply tuning rules. You can specify never-ask, always-ask, or ask-only-for-one-way directives to control prompt behavior during skill execution.

Can I inspect which questions a skill asks and adjust them for my workflow?▼

Yes, you can inspect skill invocations to review asked questions and adjust preferences accordingly. This skill analyzes prompt behavior, allowing you to reduce repetition and align future questions with your specific workflow needs.

Does question tuning work within gstack contexts to surface inferred developer needs?▼

Question tuning works within gstack contexts by creating a developer profile that surfaces inferred needs. It reads frontmatter settings during skill invocations to provide tailored recommendations and continuously log per-question choices.

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