Can I manually choose a specific model instead of using the selection logic?

Yes, specific operator directions supercede the skill's automated logic, allowing you to force a specific agent for any task.

How does the skill decide which Claude model to use?

The skill evaluates task complexity: Haiku is used for well-defined tasks, Sonnet for multi-file debugging, and Opus for complex, high-stakes reasoning.

Does this skill help reduce API costs?

Yes, by routing simple tasks to the faster and cheaper Haiku model and reserving Opus for only the most complex tasks, it significantly optimizes resource usage.

What is the primary difference between Sonnet and Opus for coding?

Sonnet is ideal for 80-90% of daily coding but may wander; Opus provides better judgment and stays on-track for complex tasks requiring sustained focus.

Intelligent Agent Selector

Name: Intelligent Agent Selector
Author: ed3dai

byed3dai

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Productivity & Workflow

Optimizes development workflows by intelligently selecting the ideal Claude model based on task complexity, cost, and reasoning requirements.

The using-generic-agents skill provides a strategic framework for Claude Code to determine the optimal AI model for any given development task. By analyzing specific model strengths—leveraging Haiku's speed for well-defined tasks, Sonnet's balanced reasoning for daily coding, and Opus's deep judgment for high-stakes analysis—this skill prevents logic loops and reduces unnecessary API costs. It ensures that the agent remains focused on the primary objective by applying specific guardrails against model-specific tendencies, such as Sonnet's inclination toward extraneous explanations or Haiku's need for highly detailed instructions.

Key Features

01Tailored prompting strategies for Haiku, Sonnet, and Opus

02Prevention of execution loops and wandering in complex tasks

03Automated model selection based on task reasoning depth

045 GitHub stars

05Cost-efficiency optimization for high-volume parallel workflows

06Operator-override support for specific model requirements

Use Cases

01Executing complex architectural analysis and high-stakes decision-making with Opus

02Scaling simple code refactoring or linting tasks using cost-effective Haiku agents

03Managing daily multi-file debugging and feature implementation with Sonnet

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ed3dai/ed3d-plugins-testing using-generic-agents

For use in Claude.ai and ChatGPT

Download Skill