model-recommendation

Analyze .agent.md or .prompt.md files to recommend suitable AI models.

1|1|Updated Jun 4, 2024
One-click install
npx skills add https://github.com/dhar174/tiny_village --skill model-recommendation-dhar174
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: model-recommendation
Source: https://github.com/dhar174/tiny_village/tree/main/.github/skills/model-recommendation
Command: npx skills add https://github.com/dhar174/tiny_village --skill model-recommendation-dhar174

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyze target .agent.md or .prompt.md files to determine the most suitable AI model across Copilot and related ecosystems, balancing task requirements and cost.

Core Features & Use Cases

  • Analyze inputs: Inspects frontmatter and body to extract task goals, complexity, and tool usage.
  • Model evaluation: Loads the available model matrix and decision-tree guidance to generate a primary recommendation plus 1-2 alternatives with rationale.
  • Guidance & governance: Provides auto-selection vs. manual override recommendations and flags deprecated models with migration notes.
  • Frontmatter integration: Produces concrete frontmatter changes and VS Code usage steps for applying the recommendation.

Quick Start

Provide the path to a .agent.md or .prompt.md file and run the skill to generate a tailored model recommendation report.

Frequently Asked Questions about model-recommendation

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

FAQPage Schema
How do I choose the right Copilot model for my prompt file?

AI model selection involves evaluating task complexity and tool usage from your prompt file against a model matrix to balance performance and cost. This Skill generates a recommendation with primary and alternative models, deprecation notes, and frontmatter integration steps.

What is the best way to determine the optimal AI model for a coding prompt?

The best way is to load an available model matrix and decision-tree guidance to evaluate your prompt's task complexity. This yields a primary model recommendation with one or two alternatives, rationale, and concrete VS Code frontmatter changes for application.

Can I get cost optimization guidance when selecting Copilot models for task planning?

Yes, cost optimization guidance is provided when selecting Copilot models. The analysis evaluates task planning and coding assistance requirements to output structured cost guidance, balancing architectural analysis needs with model expenses across ecosystems.

Does the model recommendation process flag deprecated AI models?

Yes, the model recommendation process flags deprecated AI models with specific migration notes. It provides auto-selection versus manual override recommendations and includes guidance to transition from outdated models to suitable alternatives.

How do I apply model recommendations to my VS Code prompt workflow?

To apply model recommendations to your VS Code prompt workflow, use the generated concrete frontmatter changes. The Skill outputs integration advice and VS Code usage steps to update your .agent.md or .prompt.md files directly.