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plan-tune

Configure AskUserQuestion prompt sensitivity and routing across gstack skills.

12|6|Updated Dec 2, 2025
Search Tags:#prompts#workflows#tuning#conversational-ai#askuserquestion#gstack#plan-tune
One-click install
npx skills add https://github.com/shogo-labs/shogo-ai --skill plan-tune-shogo-labs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: plan-tune
Source: https://github.com/shogo-labs/shogo-ai/tree/main/packages/agent-runtime/templates/virtual-engineering-team/.shogo/skills/gstack-plan-tune
Command: npx skills add https://github.com/shogo-labs/shogo-ai --skill plan-tune-shogo-labs

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Fine-tune the sensitivity and routing of AskUserQuestion prompts across gstack skills to improve conversational quality and reduce prompt fatigue.

Core Features & Use Cases

  • Self-tune question sensitivity and per-question behavior across skills to adapt to user context.
  • Configure per-question preferences (never-ask / always-ask / ask-only-for-one-way) and inspect the implied user profile versus observed behavior.
  • Enable or disable question tuning globally or per project, and use guided prompts to evolve workflows (e.g., tuning when onboarding or handling edge cases).

Quick Start

Ask me to tune questions across gstack to adjust which prompts fire during conversations.

Frequently Asked Questions about plan-tune

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

FAQPage Schema
How do I reduce prompt fatigue from conversational AI asking too many questions?▼

Tuning AskUserQuestion prompt sensitivity reduces conversational AI prompt fatigue by configuring never-ask or always-ask preferences across gstack skills, optimizing user interaction flow and reducing repetitive questions.

How do I configure per-question preferences for AskUserQuestion prompts?▼

Configuring per-question preferences involves setting never-ask, always-ask, or ask-only-for-one-way rules for AskUserQuestion prompts, allowing you to inspect implied user profiles versus observed behavior to control conversational routing.

Can I turn question tuning on or off for specific conversation contexts?▼

Yes, you can enable or disable question tuning globally or per project within gstack, applying guided prompts to evolve workflows for specific conversation contexts like onboarding or edge case handling.

What is conversational prompt tuning and when do I need it?▼

Conversational prompt tuning adjusts AskUserQuestion sensitivity and routing across gstack skills to improve interaction quality and reduce prompt fatigue, needed when optimizing user onboarding or handling edge case workflows.

Are there limitations to tuning question sensitivity across workflows?▼

Tuning question sensitivity is limited to AskUserQuestion prompts within gstack skills, operating deterministically within the SKILL.md frontmatter and operational structure to ensure consistent workflow execution across contexts.

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