Expired50% 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(expired)
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 tasks often require maintaining context windows of tens of thousands to hundreds of thousands of tokens, which differs by orders of magnitude in resource consumption from the low-latency single-inference mode of ordinary code completion.73% similarVerifiedHermes Agent has more than 40 built-in tools, divided into five categories: execution, information, media, memory, and coordination.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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