effort-optimizer

Select optimal effort levels and models for Claude Code tasks.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/TheLineExp/claude-code-platform --skill effort-optimizer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: effort-optimizer
Source: https://github.com/TheLineExp/claude-code-platform/tree/main/.claude/skills/effort-optimizer
Command: npx skills add https://github.com/TheLineExp/claude-code-platform --skill effort-optimizer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Recommends the right Claude Code effort level and model for the current task, helping balance quality, cost, and speed.

Core Features & Use Cases

  • Task-type aware optimization: maps task types (architecture, debugging, feature work, security review, documentation, etc.) to recommended /effort and /model settings.
  • Hybrid planning and execution: supports opusplan mode to plan complex work and auto-switch to execution settings.
  • Guardrails and clarity: provides explanations and rationales for recommendations to reduce guesswork.
  • Quick-start example: Start a new task and receive immediate recommended settings.

Quick Start

Describe the task and I will propose and apply the optimal /effort and /model settings.

Frequently Asked Questions about effort-optimizer

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

FAQPage Schema
How do I select the right effort level and model for Claude Code tasks?

To select the right effort level and model for Claude Code tasks, this Skill automatically maps task types like architecture, debugging, or documentation to optimal /effort and /model settings, balancing quality, speed, and cost.

What is opusplan mode for hybrid planning and execution?

Opusplan mode is a hybrid planning approach that uses advanced models to plan complex work, then automatically switches to execution settings to optimize cost and speed during coding and feature implementation.

How do I optimize Claude Code costs for security reviews and feature work?

You optimize Claude Code costs by applying a configurable mapping from task type to recommended effort and model settings, providing cost awareness and session-tracking integration for security reviews and feature work.

Does this task planner provide explanations for model selection recommendations?

Yes, the task planner provides explanations and rationales for its effort and model recommendations, establishing guardrails and clarity to reduce guesswork when switching between planning, coding, and documentation modes.

When should I use automated effort optimization over manual model selection?

You should use automated effort optimization at task initiation and during mode switches to prevent misallocating resources, whereas manual model selection lacks cost awareness and session-tracking integration for continuous workflow adjustments.