Reasoning Effort Throttle

Reasoning Effort Throttle is an AI Engineering skill for Claude Code, published by Neeeophytee in ai-cost-cutter-skills.

12 stars0 forkson Neeeophytee/ai-cost-cutter-skillsAdded 2026/07/16Repository updated 2026/07/13

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Install in seconds

Install Reasoning Effort Throttle

Copy Reasoning Effort Throttle into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Neeeophytee/ai-cost-cutter-skills/tree/main/skills/reasoning-effort-throttle ~/.claude/skills/reasoning-effort-throttle

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Neeeophytee/ai-cost-cutter-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/reasoning-effort-throttle/SKILL.md in Neeeophytee/ai-cost-cutter-skills
Installs to: ~/.claude/skills/reasoning-effort-throttle
Collection: One of 10 skills cataloged from this repository
Category: AI Engineering — 3670 skills

What Reasoning Effort Throttle does

Set a default reasoning effort for AI agents to avoid using deep thinking on easy tasks, reducing costs from output tokens. Validate configuration and define when escalation is warranted.

Reasoning Effort Throttle is cataloged under AI Engineering on DirSkills. Reasoning Effort Throttle comes from a repository tagged agents, ai-agents, claude-code, claude-skills and codex.

Documentation

README

Excerpt

Don't pay for deep thinking on easy turns

Reasoning effort is mostly output tokens, and output tokens are usually the expensive direction, so the effort knob is often the single biggest lever on an agent's bill, bigger than switching models. A cheap model at maximum effort can out-spend a mid model at low effort. Your job is to set a sane default, define when escalation is earned, and validate the config actually says what the user thinks it says.

Steps

This is the opening of the README. Read the full README on GitHub.

Commands Reasoning Effort Throttle provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/reasoning

Frequently asked about Reasoning Effort Throttle

What else does Neeeophytee publish alongside Reasoning Effort Throttle?
Reasoning Effort Throttle is one of 10 skills that DirSkills catalogs from Neeeophytee/ai-cost-cutter-skills, the repository it ships in. Its siblings there include Advisor Call Budget, Cheap Swap Guard and Context Diet. Each one is a separate skill with its own page in this directory, installs the same way Reasoning Effort Throttle does, and is maintained by Neeeophytee in that same repository. The rest of the collection is listed on the Neeeophytee/ai-cost-cutter-skills page.
How does Reasoning Effort Throttle compare to other AI Engineering skills?
Reasoning Effort Throttle ranks #3643 by stars among the 3670 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Reasoning Effort Throttle against them. Open each page to compare what they document and how they install.