Communityv1.0.0

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 before answering complex questions.

10kdownloads8stars131active installsenzoricciulli
View on ClawHubBack to Skills

Skill Details

Slug
adaptive-reasoning
Latest Version
1.0.0
Author
enzoricciulli
Published
Feb 8, 2026
Updated
Feb 28, 2026
Total Versions
1

How to Install

  1. 1 on OpenClawdBots (takes under 60 seconds).
  2. 2Open your bot dashboard and go to the Skills tab.
  3. 3Switch to the ClawHub tab and search for Adaptive Reasoning.
  4. 4Click Install and the skill is deployed to your bot automatically.

Changelog — v1.0.0

- Initial release of 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.