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  5. Reflection
Agents & Tool Useaka self-reflectionaka self-critique

Reflection

When an agent reviews its own previous output or reasoning to identify errors, improve quality, or decide whether to retry.

Ask Melo about this← all terms

Reflection is a meta-cognitive pattern where an agent pauses to evaluate its own prior output or reasoning before proceeding. The agent may re-read its last response, check it against the original goal, identify logical errors or missing information, and decide whether to revise, retry, or continue. Reflection improves output quality in complex tasks by catching mistakes that a single-pass generation would miss, and is a key component of iterative refinement loops in agentic systems.

Related terms

Chain of ThoughtAgent EvaluationRetryMulti-Agent SystemGuardrail (Agent)Ultraplan

Where Reflection comes up

  • SweepLED: KAIST's $7 AI Hidden Camera Detector Hits 94% Accuracy
  • Anthropic's J-Space: A Global Workspace Inside Claude — Silent Reasoning, Safety Monitoring, and What It Is Not
  • Anthropic Engineer: Stop Prompting Claude, Build Loops That Prompt Themselves (Harness Engineering Explained)
  • The Second Writer: How Self-Evolving Coding Agents Actually Learn