Unverified50% confidenceConceptExact time
Five kinds of runaway Loops correspond to five skipped actions: skipping validation leads to the nodding Loop, skipping persistence leads to the forgetful Loop, skipping scheduling leads to the manual Loop, skipping discovery leads to the blind Loop, and skipping handover leads to the tangled Loop.
1
Sources
50%
Confidence
Long-term
Relevance
10/23/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe Loop specification defines five termination states: Success, No-op, Blocked, Stalled, and Exhausted.75% similarUnverifiedA Loop round consists of five actions—discovery, handoff, verification, persistence and scheduling—supported by six components: automation, workflows, skills, connectors, sub-agents and external memory.69% similarUnverifiedSkip may occur during the collection phase (such as pytest.mark.skip or module-level skip), or during the setup phase.66% similarUnverifiedLoops that repeatedly read state but do not execute actions are typically triggered by vague stopping conditions, missing timeout mechanisms, or unstable tool return formats.65% similarUnverifiedLoop适合那些重复性但每次都要动脑的工作，不适合只做一次、没有明确标准、风险太高的决策类工作65% similar
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