Unverified50% confidenceFactExact time
If an Agent is equipped with 50 tools, tool descriptions alone could consume 10,000-25,000 Tokens, accounting for 8%-20% of the 128K context window.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026
Sources
Core Analysis of Agent Skill: Progressive Disclosure & Middleware Practical Guide
bilibili码士集团-马小雪6/22/2026
Related Claims
UnverifiedWhen an Agent connects to multiple services simultaneously, tool definitions alone can consume 150,000 tokens before a task even starts75% similarUnverifiedAgent 任务往往需要维持数万乃至数十万 token 的上下文窗口，与普通代码补全的单次推理低延迟模式在资源消耗上存在数量级差异73% similarVerifiedHermes Agent内置40多种工具，分为执行类、信息类、媒体类、记忆类和协调类五大类68% similarUnverifiedAgent执行过程中一次用户请求背后可能隐藏着5-10次甚至更多的LLM调用和工具执行68% similarUnverifiedWhen an Agent frequently calls tools during complex tasks, Token consumption for a single task can reach hundreds of thousands67% similar
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