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plan-tune

Configure AI question sensitivity and proactive behavior in the gstack toolkit.

Updated Jun 5, 2026
Search Tags:#workflow#personalization#configuration#tuning#developer-experience#gstack
One-click install
npx skills add https://github.com/smarmen86/claude-code-kit --skill plan-tune-smarmen86
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: plan-tune
Source: https://github.com/smarmen86/claude-code-kit/tree/main/skills/plan-tune
Command: npx skills add https://github.com/smarmen86/claude-code-kit --skill plan-tune-smarmen86

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This skill addresses the frustration of repetitive or intrusive AI questioning by allowing you to tune the sensitivity and frequency of interactions to match your specific developer profile.

Core Features & Use Cases

  • Question Sensitivity Tuning: Adjust whether the AI asks questions, always asks, or only asks for one-way operations.
  • Developer Profiling: Inspects your declared preferences versus your actual behavioral patterns to optimize the AI's proactive suggestions.
  • Workflow Orchestration: Manages routing rules and telemetry settings to ensure the AI acts as a helpful assistant rather than a bottleneck.

Quick Start

Invoke the plan-tune skill to open your developer profile and adjust your question sensitivity settings.

Frequently Asked Questions about plan-tune

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

FAQPage Schema
How do I stop AI coding assistants from asking too many questions during workflows?▼

To stop AI coding assistants from asking too many questions, you can tune the question sensitivity settings to match your developer profile. This adjusts the proactive behavior and interaction frequency of AI-driven questioning during coding tasks.

How does developer profiling optimize AI proactive suggestions?▼

Developer profiling optimizes AI proactive suggestions by inspecting your declared preferences against your actual behavioral patterns. This psychographic matching ensures the AI acts as a helpful assistant rather than an intrusive bottleneck during development.

Can I configure the gstack toolkit to only ask questions for one-way operations?▼

Yes, you can configure the gstack toolkit to only ask questions for one-way operations. Question sensitivity tuning allows you to adjust settings so the AI always asks, never asks, or restricts prompts strictly to one-way operations.

What is the best way to manage telemetry and routing rules for AI questioning behavior?▼

The best way to manage telemetry and routing rules for AI questioning behavior is through workflow orchestration logic. This injects routing rules and synchronizes artifacts to maintain a consistent development environment and optimal interaction frequency.

Why does my AI assistant act as a bottleneck instead of a helpful assistant?▼

Your AI assistant acts as a bottleneck when its question sensitivity is not tuned to your specific developer profile. Adjusting your psychographic preferences and telemetry settings optimizes interaction frequency to prevent repetitive or intrusive questioning.

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