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Causal failure analysis for strategy adjustment — the gap between "it failed" and "it failed because...". Problem addressed: Causal learning — the gap between observing failure and understanding its root cause. Stabilization: When an agent repeatedly fails the same task, when success rates drop over time, or when the environment changes and old strategies br…
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Theoretical construct: explains a term, principle, or mental model.
What organizes, connects, or makes decisions possible.
A reflector is an agent component that reviews a solution against feedback and deliberately improves it.
The pattern connects to reflection and self-critique in problem solving and reinforcement learning; work such as Self-Refine formalized this feedback step for language models.
A producer creates a draft, while a reflector identifies weaknesses and gives change instructions. The next version closes the loop; a limit prevents endless iteration.
The term captures this component’s central purpose and key decision.
The component connects clear information with a verifiable decision or action.
Application context, responsibilities, limits, and evidence determine practical quality.
A reflector improves drafts, code, or plans through explicit criteria and feedback loops. It fits iterative agent tasks; without independent tests it may confidently rephrase the same error.
Where this building block is located in the topic model.
No structure path available.
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These sources establish the term and its professional meaning.
All direct connections of the current building block in a compact text view.
This classification shows where the building block typically matters, how demanding it is, and what kind of impact it has in the model.
The level within the organization (enterprise, domain, team) at which the AssetBlock is applied.