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plan-tune

Adjust per-question preferences for gstack question prompts with auditable logging.

2|1|Updated Mar 5, 2026
Search Tags:#audit-logging#prompt-tuning#askuserquestion#gstack#safety-gating#plan-tune#developer-profile
One-click install
npx skills add https://github.com/vnmoorthy/Skylog --skill plan-tune-vnmoorthy
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: plan-tune
Source: https://github.com/vnmoorthy/Skylog/tree/main/.claude/skills/gstack/plan-tune
Command: npx skills add https://github.com/vnmoorthy/Skylog --skill plan-tune-vnmoorthy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Improves how gstack asks questions by tuning per-question preferences and surfacing alignment gaps between declared and inferred developer profiles.

Core Features & Use Cases

  • Per-question preference tuning (never-ask / always-ask / ask-only-for-one-way) applied across the AskUserQuestion registry.
  • Dual-track developer profile inspection to reveal misalignments and guide prompt adjustments.
  • Auditable logging and safety gating to ensure consistent behavior and traceability.

Quick Start

Review and adjust the per-question tuning rules for your gstack skills to start improving alignment.

Frequently Asked Questions about plan-tune

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

FAQPage Schema
How do I tune prompt preferences for gstack AskUserQuestion workflows?▼

Per-question prompt tuning for gstack AskUserQuestion workflows is adjusted by setting never-ask, always-ask, or ask-only-for-one-way rules across the registry to control question relevance in real conversations.

What is a dual-track developer profile in gstack prompt tuning?▼

A dual-track developer profile in gstack prompt tuning compares declared and inferred developer preferences to surface alignment gaps, guiding adjustments to per-question preferences for safer and more relevant chats.

How do I add audit logging and safety gating to gstack prompts?▼

Audit logging and safety gating for gstack prompts are enforced by validating per-question preferences and tracking all adjustments, ensuring consistent behavior and traceability across the AskUserQuestion registry.

Can I configure gstack to never ask specific questions during a chat?▼

Yes, gstack can be configured to never ask specific questions by applying never-ask per-question preference rules within the AskUserQuestion registry, overriding default prompt behavior to streamline chats.

What is the best way to resolve misalignments in developer profiles?▼

The best way to resolve developer profile misalignments is to inspect the dual-track developer profile, identify gaps between declared and inferred preferences, and adjust tuning rules to improve prompt relevance.

Are there limitations when applying per-question tuning rules across gstack skills?▼

Per-question tuning rules for gstack skills require safety gating and validation to maintain consistent behavior, meaning changes are constrained by auditable logging to prevent untraceable prompt modifications.

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