Verified80% confidenceFactExact time
The underlying operational logic of an Agent Loop is an iterative cycle of 'perception–planning–action–observation.'
6
Sources
80%
Confidence
Long-term
Relevance
7/12/2026
First Seen
Sources
Langchain.js Agent Development: A Guide to Deconstructing the OpenClaw Engine Architecture
bilibililangchian项目实战7/9/2026
Related Claims
VerifiedThe Agent Loop is essentially a While loop that continuously thinks, acts, rethinks, and acts again until the goal is achieved.85% similarPartially VerifiedThe Agent Loop workflow comprises five steps: observe input, think and decide, execute action, check termination condition, and loop or terminate.83% similarUnverifiedA typical Agent execution loop includes perception, reasoning, action, and observation, forming the ReAct (Reasoning + Acting) pattern83% similarVerifiedAgent 的核心架构通常由「感知-推理-行动」循环构成83% similarUnverifiedThe hierarchical process implements a reasoning loop similar to ReAct (Reasoning + Acting) at the underlying level, where the manager Agent continuously observes sub-Agent results and dynamically decides task assignments.82% similar
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