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Automated workflowsGitHub source

Adaptive Reasoning

/adaptive-reasoning

Automatically assess task complexity and adjust reasoning level. Triggers on every user message to evaluate whether extended thinking (reasoning mode) would improve response quality. Use this as a pre-processing step bef

ClawHub communityClawHub community
10
May 11, 2026
// skill content

Skill created by the community and listed at ClawHub. Canonical source: https://clawhub.ai/skills/adaptive-reasoning Version: 1.0.0 Source changelog: - Initial release of the adaptive-reasoning skill. - Automatically assesses incoming requests for complexity and dynamically adjusts reasoning depth. - Uses a scoring system (0:10) based on factors such as multi-step logic, ambiguity, code architecture, math, novelty, and stakes. - Visual indicators (🧠, 🧠🔥) show when advanced reasoning is active. - Activates reasoning mode without user intervention; reverts to fast mode for simple tasks. - Includes clear guidance on when not to escalate and when to downgrade reasoning for efficiency.

// original public source
https://clawhub.ai/skills/adaptive-reasoning
License: License not specified. Review the repository before reusing it.
Independent project, not affiliated with Anthropic. This skill remains the property of its original author.
// install this skill
Paste this command in your terminal at the root of your project:
mkdir -p .claude/commands && curl -o ".claude/commands/adaptive-reasoning" "https://clawhub.ai/skills/adaptive-reasoning"
Then in Claude Code, type /adaptive-reasoning to activate it.
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// information
Stars 10
UpdatedMay 11, 2026
Format.md
AccessFree
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