ai-builder

Create AI Builder prompts and publish them as Copilot Studio tools.

56|20|Updated Oct 9, 2025

Search Tags:#automation #ai #api-integration #prompt-engineering #dataverse #copilot-studio #prompt-deployment

Ready to run

npx skills add https://github.com/geekfujiwara/CodeAppsDevelopmentStandard --skill ai-builder-geekfujiwara

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ai-builder
Source: https://github.com/geekfujiwara/CodeAppsDevelopmentStandard/tree/main/.github/skills/ai-builder
Command: npx skills add https://github.com/geekfujiwara/CodeAppsDevelopmentStandard --skill ai-builder-geekfujiwara

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python-dotenv, requests, and includes scripts (resource) and references (resource) components.

What problem does it solve?

AI teams need a streamlined method to create, configure, and publish AI Builder prompts as interactive tools within Copilot Studio, enabling rapid automation without deep engineering effort.

Core Features & Use Cases

GPT Dynamic Prompt creation and deployment via Dataverse APIs (msdyn_aimodels, msdyn_aiconfigurations) to generate deployable prompts.
Automatic generation and binding of bot components so prompts appear as actions inside Copilot Studio agents.
End-to-end deployment workflow including training/run configuration, agent publishing, and solution containment for reusable deployments.
Use Case: Build an incident summarization prompt and expose it as an agent tool for ticketing workflows.

Quick Start

Run the .github/skills/ai-builder/scripts/deploy_ai_prompt.py script to deploy and publish the AI Builder prompt.

Frequently Asked Questions about ai-builder

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

FAQPage Schema

How do I publish AI Builder prompts as Copilot Studio tools?▼

To publish AI Builder prompts as Copilot Studio tools, you can use a workflow that creates GPT Dynamic Prompts via Dataverse APIs and automatically binds them as bot components inside Copilot Studio agents.

What is the best way to deploy GPT Dynamic Prompts to Copilot Studio agents?▼

Deploying GPT Dynamic Prompts to Copilot Studio agents is best handled by automating bot component creation, configuring training and run settings, and enforcing solution containment to ensure repeatable deployments across your environment.

Can I automate incident summarization prompts for ticketing workflows in Copilot Studio?▼

Yes, you can automate incident summarization for ticketing workflows by building an AI Builder prompt and exposing it as an actionable agent tool within Copilot Studio through automated bot component binding.

Do I need Dataverse integration to create AI Builder prompts for Copilot Studio?▼

Dataverse integration is required to create and configure AI Builder prompts for Copilot Studio, utilizing specific APIs like msdyn_aimodels and msdyn_aiconfigurations to generate and deploy the prompts.

How does solution containment work when deploying AI Builder prompts?▼

Solution containment for deploying AI Builder prompts works by packaging the generated bot components and agent configurations into a reusable solution, ensuring repeatable and scalable deployments across different environments.

Does the AI Builder deployment workflow support custom prompt templates?▼

The AI Builder deployment workflow enforces using a fixed GPT Dynamic Prompt template to maintain consistency and standardization across automated bot component creation and Copilot Studio agent publication.