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@nader-ziada nader-ziada commented Nov 26, 2025

Fixes: #226

Add MCP prompts support to enable pre-defined workflow templates and guidance for AI assistants.

Includes:

  • Core prompt types (ServerPrompt, Prompt, PromptArgument, PromptMessage)
  • Template argument substitution with {{variable}} syntax
  • Required argument validation
  • built-in prompts for common Kubernetes workflows (troubleshooting, deployment, scaling, cluster health, networking, resource usage)
  • Integration with MCP server to register and serve prompts
  • prompts in toml config file

@Cali0707 Cali0707 self-requested a review November 26, 2025 15:06
@nader-ziada
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/hold

@Cali0707 I'm making an adjustment to the design to match the requirement from the issue here: #226

@nader-ziada
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@Cali0707 added reading prompts from toml file, please review when you get a chance

Add MCP prompts support to enable pre-defined workflow templates and guidance for AI assistants. Includes:

- New PromptLoader for loading prompts from toml config
- Core prompt types (ServerPrompt, Prompt, PromptArgument, PromptMessage)
- Template argument substitution with {{variable}} syntax
- Required argument validation
- built-in prompts for common Kubernetes workflows (troubleshooting, deployment, scaling, cluster health, networking, resource usage)
- Integration with MCP server to register and serve prompts

Signed-off-by: Nader Ziada <nziada@redhat.com>
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Configurable prompt templates

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