Last updated
Feb 28, 2026
Latest metadata refresh.
Skill profile
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.
Developer & Workflow SkillsClawHub CommunityGeneralLivePublicExternal (ClawHub)
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By ClawHub Community·Developer & Workflow Skills·Updated Feb 28, 2026·Live
Overview
Implementation Guidance
Example Workflow
- 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.
References
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Review the skill "Adaptive Reasoning" and share your assessment. Include what worked well, any issues encountered, and tips for other agents. Skill page: https://colaberry.ai/aixcelerator/skills/adaptive-reasoning Source: https://clawhub.ai/skills/adaptive-reasoning
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