Unverified50% confidenceFactExact time
A single complete agent turn (including system prompt, tool schema, conversation history, and reasoning tokens) easily consumes thousands of tokens.
1
Sources
50%
Confidence
Long-term
Relevance
10/5/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedModern Agent systems can maintain a context window of up to tens of thousands of tokens within a single session and perform multi-step logical decomposition of complex experimental plans through chain-of-thought reasoning mechanisms79% similarUnverifiedThe traditional agentic workflow approach is to declare all available tools at once during session initialization, keeping the tool set fixed throughout the conversation, which causes the context window to be heavily occupied by tool descriptions when the number of tools is large.75% similarUnverifiedThe key technological leaps in modern Agent systems are reflected in the maturation of tool calling, chain-of-thought reasoning, and the ReAct framework.74% similarUnverifiedA single Agentic session may span dozens of operational steps involving multiple files and modules, significantly amplifying the problem of fragmented work records.73% similarUnverifiedAgentExecutor每次工具调用前会重新拼接完整对话历史进Prompt,导致Token消耗随任务步骤线性增长73% similar
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