Unverified50% confidenceOpinionExact time
Having the stop instructions changed is the most dangerous case among modifications to prompt behavior logic; the Agent will keep running until it hits the maximum iteration limit.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedModifying the behavior logic part of a prompt (tool descriptions, output format, guardrails, stop instructions) will not immediately throw an error, but it will cause the Agent's behavior to drift silently.78% similarUnverifiedPrompting nudges should be removed because modern models already have the corresponding behaviors by default and repeating them wastes computing power and disrupts judgment; hard constraints (such as 'never click the publish button twice') should be retained to prevent irreversible mistakes.71% similarUnverifiedThe control flow rule of the agent loop is: as long as the stop reason is still tool use, keep looping; when the stop reason becomes end turn, stop and return plain text.69% similarUnverifiedEach approval gate specifies at which step, what type of action, why human intervention is needed, and whether the action is reversible; the Agent blocks and waits for up to five minutes, and cleanly aborts upon timeout.69% similarUnverified"Using up rounds" refers to forced termination after the agent framework exhausts the maximum number of interaction steps set for a single task, which is especially pronounced with reasoning models because their extensive chain-of-thought consumes action quotas.68% similar
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