skill-usage-disclosure

Name: skill-usage-disclosure
Availability: InStock
Author: muddyrain

Report invoked skills and rationale at task start in Valley MAS workflows.

1|Updated Feb 28, 2026

Search Tags:#collaboration #governance #transparency #explainability #skill-usage #ai-communication

Ready to run

npx skills add https://github.com/muddyrain/valley-mas --skill skill-usage-disclosure

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skill-usage-disclosure
Source: https://github.com/muddyrain/valley-mas/tree/main/.codex/skills/skill-usage-disclosure
Command: npx skills add https://github.com/muddyrain/valley-mas --skill skill-usage-disclosure

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI will disclose which local skills were used and why, improving collaboration transparency and reducing implicit rule ambiguity.

Core Features & Use Cases

Automatically describe the skills used during a task and provide a concise rationale.
When multiple skills are triggered, prefer the top 1-3 most relevant skills.
Suitable for Valley MAS collaboration contexts where clear justification enhances trust.

Quick Start

Immediately report the names of the skills used and why, in a single concise sentence at the start of the task.

Frequently Asked Questions about skill-usage-disclosure

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

FAQPage Schema

How do I make AI disclose which skills were used in a collaborative workflow?▼

To make AI disclose skill usage, configure the system to report the names of invoked skills and rationale at the start of each task. This transparency mechanism ensures collaborative workflows clearly justify which local skills determined actions.

What is AI transparency in multi-agent collaboration?▼

AI transparency in multi-agent collaboration is the practice of automatically explaining which local skills an AI invoked and why. It improves governance by ensuring the system reports involved skills and concise rationale, reducing implicit rule ambiguity.

How do I explain AI skill usage and rationale to team members?▼

Explain AI skill usage by configuring the system to output a single concise sentence at the start of a task. This sentence reports the top 1-3 most relevant local skills used and provides a brief rationale for the action taken.

Does transparent skill disclosure work with Valley MAS workflows?▼

Yes, transparent skill disclosure is specifically designed for Valley MAS collaboration contexts. It operates seamlessly within these workflows to report invoked local skills and rationale, enhancing trust and reducing implicit rule ambiguity.

Can I limit AI explainability to only the most relevant skills?▼

Yes, you can limit AI explainability to the most relevant skills. When multiple local skills are triggered during a task, the disclosure mechanism prefers reporting only the top 1-3 most relevant skills and their rationale.

Why do I need to disclose AI skill usage in collaborative tasks?▼

You need to disclose AI skill usage to improve collaboration transparency and reduce implicit rule ambiguity. Providing clear justification for which local skills were invoked enhances trust among team members in multi-agent workflows.