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Documentation Index

Fetch the complete documentation index at: https://docs.tumban.com/llms.txt

Use this file to discover all available pages before exploring further.

Every triage report includes a confidence field with one of three values:
ValueMeaning
highMultiple strategies agree, or a strong deterministic signal was found. Also high for a clean profile (no_flags).
mediumAggregated score is 60+ from a single strategy, or the contextual model returned high confidence.
lowSingle weak signal, or a borderline case where the judge model could not resolve the ambiguity.

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How it’s derived

Tumban determines confidence after aggregation:
  • Multiple strategies (≥ 2) returning a non-zero score → high.
  • A strong deterministic match (blocklist score ≥ 85) → high.
  • Aggregated score ≥ 60 from one strategy → medium.
  • Borderline case adjudicated by the judge model → judge’s own confidence level (low or medium).
  • Single weak signal (score > 0 but no other corroboration) → low.
  • No flags detected → high confidence in no_flags.

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When to use it

Use confidence to weight your review priority within a recommendation tier. A review_high with confidence: "high" is worth processing before a review_high with confidence: "low". For no_flags, a low confidence value is not produced — Tumban only reports clean when nothing fired.