using-skills

Enforce Skill tool invocation before any assistant response.

1|Updated Jan 4, 2026

Search Tags:#guidance #compliance #pre-check #conversations #skill-tool #invoke-skill

Ready to run

npx skills add https://github.com/ceshine/ceshine-agent-skills --skill using-skills-ceshine

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: using-skills
Source: https://github.com/ceshine/ceshine-agent-skills/tree/main/using-skills
Command: npx skills add https://github.com/ceshine/ceshine-agent-skills --skill using-skills-ceshine

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill ensures the Skill tool is invoked before any response, preventing unassessed actions and guiding the AI to check for applicable skills.

Core Features & Use Cases

Enforces pre-response Skill invocation across all conversations.
Guides immediate Skill evaluation for clarifying questions, task planning, and action execution.
Use Case: When a user asks a complex task, the Skill prompts invocation to determine applicable skills and workflow compliance.

Quick Start

Activate the Skill tool at the start of a session and let it evaluate applicability before replying to any user input.

Frequently Asked Questions about using-skills

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

FAQPage Schema

How do I enforce skill invocation before an AI assistant responds to a prompt?▼

To enforce pre-response skill invocation, activate a tool that blocks AI replies until a relevant skill is loaded into context. This ensures compliance by requiring immediate skill evaluation before the assistant responds to any user input.

Why should I run a pre-check for applicable skills before generating an AI response?▼

Running a pre-check for applicable skills prevents unassessed actions by guiding the AI to evaluate workflows and determine compliance. This guarantees the assistant checks for relevant skills before executing complex tasks or answering queries.

Can I require immediate skill evaluation across all conversations in a session?▼

Yes, you can require immediate skill evaluation across all conversations by applying a tool interface that intercepts user input. It prompts the AI to assess skill applicability consistently before any reply or task planning begins.

How do I stop an AI assistant from replying before loading the right skill into context?▼

Stop unassisted AI replies by implementing a compliance layer that blocks response generation until the skill tool is invoked. This forces the assistant to load relevant skill content into context prior to answering.

What happens if a user asks a complex task and no skill is invoked beforehand?▼

If no skill is invoked beforehand, the assistant risks taking unassessed actions. The pre-check mechanism prevents this by blocking the reply and prompting skill evaluation to determine applicable workflows and ensure task compliance.

Do I need a specific tool interface to block AI replies until a skill is evaluated?▼

Yes, you need a skill tool interface to block replies and load content into context. This interface enforces the pre-response evaluation, ensuring the assistant checks for and invokes relevant skills before proceeding.