Unverified50% confidenceFactExact time
A single detailed tool description may consume hundreds of tokens, and ten tools can easily exceed a fixed overhead of one thousand tokens.
1
Sources
50%
Confidence
Long-term
Relevance
9/18/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe JSON Schema description of each tool ranges from tens to hundreds of tokens, and when the number of tools exceeds 30–50, the tool definitions themselves may consume thousands of tokens of context.75% similarUnverifiedThe description text for 60 Skills/MCPs totals approximately 12,000 tokens (an average of 200 tokens each).68% similarUnverifiedThe batch-scoring step processes approximately 10 abstracts per batch, totaling about 18,000 tokens.66% similarVerifiedTaking GPT-4o as an example, the JSON Schema description of each tool consumes an average of 200–500 tokens, and when the system integrates 50 tools, the tool description section alone consumes 10,000 to 25,000 tokens.65% similarUnverifiedFor personal style imitation tasks, a few hundred to a few thousand high-quality, carefully annotated samples often outperform tens of thousands of uncleaned raw records.63% similar
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