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use cases stuck-loop-detect

Guardrails ✦ 81outlineNot a production recipe — calibrate thresholds

Stuck / retry-loop detect

Who: Coding agents. Steps: Recent actions state → Noul same-strategy-repeating → inject steer. Expected effect: Break loops early.

Source: aliaihub 03 ↗ Docs / source ↗
1

Treat this as an outline — adapt state and questions to your data.

2

Implement in code — call System One / Jev; compose answers yourself.

3

Gate on confidence — act, confirm, or escalate before side effects.

Outline sketch

Prompt 
# Stuck / retry-loop detect
State: relevant software state for this pattern.
Ask: Choice / Score / Noul questions that close the decision space.
Then: compose the route or action in code; escalate when confidence is low.

Needs access to: typesafe-sdk

Who it's for

Coding agents

Steps / how it's set up

Steps

  1. Recent actions state.
  2. Noul same-strategy-repeating.
  3. inject steer.

Sources

Metrics and demo claims are author-reported or cookbook-reported unless you measure them yourself. Calibrate on your data.

Expected effect

Break loops early

Unofficial outline for learning. Paraphrased from public docs and tutorials — not a production recipe. Review sources before you automate anything.