# Making Agents More Consistent: Skills Should Form Habits for Repeat Tasks

**Published:** September 23, 2026
**Author:** Travis Weber, Rohit Taneja
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/making-agents-more-consistent-skills-should-form-habits-for-repeat-tasks

arXiv:2609.25299v1 Announce Type: new Abstract: On repeated work, agents are inconsistent. We ran 42 tasks three times each and found that, depending on the model, 38% to 74% returned answers that did not agree. Consistency is what a buyer, an auditor, or a regulator requires,…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2609.25299)

**Tags:** #arXiv

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