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plan-tune

Tune gstack question prompts and profile alignment via conversational commands.

1|Updated Mar 13, 2026
Search Tags:#automation#prompts#feedback-loop#tune#gstack#question-tuning#developer-profile
One-click install
npx skills add https://github.com/cattboy/lil_bro --skill plan-tune-cattboy
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: plan-tune
Source: https://github.com/cattboy/lil_bro/tree/main/.claude/skills/plan-tune
Command: npx skills add https://github.com/cattboy/lil_bro --skill plan-tune-cattboy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It provides self-tuning of question sensitivity and developer psychographic for gstack by reviewing which AskUserQuestion prompts are fired across skills, storing per-question preferences, and enabling or disabling tuning. It also analyzes a dual-track profile to align behavior with declared intent and actual usage, improving the relevance of prompts and reducing unnecessary questions.

Core Features & Use Cases

  • Tune per-question prompts: never-ask, always-ask, or ask-only-for-one-way, with persistent preferences across skills.
  • Profile alignment: compare what you declared versus what the system infers from behavior, helping calibrate interactions.
  • Activation flow: conversational interface that requires no CLI syntax and can be triggered by natural prompts like tune questions or show my vibe.

Quick Start

Ask Claude to tune questions now by saying "tune questions" or "turn on question tuning".

Frequently Asked Questions about plan-tune

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

FAQPage Schema
How do I stop automated prompts from asking unnecessary questions during skill execution?▼

To stop unnecessary gstack prompts, you can tune question sensitivity by setting per-question preferences to never-ask, disabling automatic questioning through a conversational interface, and persisting those preferences across skills.

What is question tuning and how does it align developer profiles with system behavior?▼

Question tuning is a mechanism that assesses your declared developer profile against observed behavior to adjust future gstack interactions, aligning system prompts with actual usage and improving relevance across skills.

How do I turn on question tuning for gstack skills?▼

To turn on question tuning for gstack skills, trigger the conversational interface with natural prompts like tune questions or turn on question tuning, which requires no CLI syntax and opts you in with a single command.

Can I set specific gstack prompts to always ask or never ask during execution?▼

Yes, you can set specific gstack prompts to always-ask, never-ask, or ask-only-for-one-way, storing per-question preferences that persist across skills to control routing and proactive prompting behavior.

What are the limitations of using a conversational interface for prompt tuning?▼

A limitation of conversational prompt tuning is that it relies on natural language without CLI syntax, meaning complex routing preferences or bulk profile adjustments may require multiple conversational turns to configure correctly.

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