Issues

• feat: Our hook should not prevent the agent from complying with other output format requirements

  priority:p0status:needs-groomingtype:feature
  bitflight-devops/hallucination-detector#70 · Filter by author Jamie-BitFlight opened on Apr 6, 2026

• refactor: convert scripts from CommonJS (.cjs) to ES modules (.mjs)

  priority:p1status:needs-groomingtype:refactor
  bitflight-devops/hallucination-detector#68 · Filter by author Jamie-BitFlight opened on Apr 5, 2026

• docs: docs: clarify per-category thresholds affect scoring labels not block/allow gate

  priority:p2status:needs-groomingtype:docs
  bitflight-devops/hallucination-detector#67 · Filter by author Jamie-BitFlight opened on Apr 5, 2026

• feat: Telemetry analysis CLI for false positive identification

  priority:p1status:needs-groomingtype:feature
  bitflight-devops/hallucination-detector#66 · Filter by author Jamie-BitFlight opened on Apr 5, 2026

• feat: Temporal evidence decay in memory gate

  priority:p1status:needs-groomingtype:feature
  bitflight-devops/hallucination-detector#65 · Filter by author Jamie-BitFlight opened on Apr 5, 2026

• docs: Validate epistemic humility research findings

  priority:p2status:groomedstatus:verifiedtype:docs
  bitflight-devops/hallucination-detector#63 · Filter by author Jamie-BitFlight opened on Apr 5, 2026

• chore: Add regression tests for claim-label collision suppression in ungrounded_behavioral_assertion detection

  priority:p2status:needs-groomingtype:chore
  bitflight-devops/hallucination-detector#62 · Filter by author Jamie-BitFlight opened on Apr 5, 2026

• fix: fix: vacuous test in NOMINALIZED_CAUSALITY definitional suppression suite

  bitflight-devops/hallucination-detector#60 · Filter by author Jamie-BitFlight opened on Apr 5, 2026

• feat: sentence-level granularity and weighted multi-signal scoring

  enhancementimpact: structuralphase: 4-scoring-rebuildrisk: hightopic: scoring
  bitflight-devops/hallucination-detector#21 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  2

• feat: degenerate repetition / collapse detection

  enhancementimpact: additivephase: 3-sentence-infrarisk: lowtopic: sentence-processing
  bitflight-devops/hallucination-detector#20 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  2

• feat: self-contradiction detection via negation polarity

  enhancementimpact: structuralphase: 3-sentence-infrarisk: mediumtopic: sentence-processing
  bitflight-devops/hallucination-detector#19 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  2

• feat: fabricated source/citation detection (regex-based)

  enhancementimpact: additivephase: 1-additive-patternsrisk: lowtopic: detection-patternstopic: source-credibility
  bitflight-devops/hallucination-detector#18 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  2

• feat: structured JSON output mode for programmatic consumption

  enhancementimpact: contractphase: 5-output-pipelinerisk: criticaltopic: output
  bitflight-devops/hallucination-detector#17 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  3

• feat: cognitive bias detection from LLM financial reasoning research

  enhancementimpact: additivephase: 8-opt-in-advancedrisk: lowtopic: detection-patterns
  bitflight-devops/hallucination-detector#15 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  2

• feat: proactive CLAUDE.md framing prompt — prevention over detection

  enhancementimpact: infrastructurephase: 6-stateful-escalationrisk: hightopic: platform-integration
  bitflight-devops/hallucination-detector#14 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  3

• feat: corrected text suggestions alongside flags

  enhancementimpact: contractphase: 5-output-pipelinerisk: lowtopic: output
  bitflight-devops/hallucination-detector#13 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  2

• feat: confidence scoring (0-100) per trigger match

  enhancementimpact: contractphase: 4-scoring-rebuildrisk: mediumstatus:groomedstatus:in-progresstopic: scoring
  bitflight-devops/hallucination-detector#12 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  4

• feat: optional RAG verification tier via Exa.ai or similar

  enhancementimpact: externalphase: 7-external-isolatedrisk: hightopic: verification
  bitflight-devops/hallucination-detector#11 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  2

• feat: config file handling — cascading settings from multiple sources

  enhancementimpact: infrastructurephase: 2-config-foundationrisk: mediumtopic: config
  bitflight-devops/hallucination-detector#10 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  3

• feat: add methodology claims without detail detection

  impact: additivephase: 1-additive-patternsrisk: lowtopic: detection-patterns
  bitflight-devops/hallucination-detector#9 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  2

• feat: add false attribution detection

  impact: additivephase: 1-additive-patternsrisk: lowtopic: detection-patternstopic: source-credibility
  bitflight-devops/hallucination-detector#8 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  3

• feat: add synthetic consensus detection

  impact: additivephase: 1-additive-patternsrisk: lowtopic: detection-patterns
  bitflight-devops/hallucination-detector#7 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  2

• feat: add source-required advisory flags (traceability)

  impact: contractphase: 8-opt-in-advancedrisk: mediumtopic: source-credibility
  bitflight-devops/hallucination-detector#6 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  2

• feat: add short-termism / temporal bias detection

  impact: additivephase: 1-additive-patternsrisk: lowtopic: detection-patterns
  bitflight-devops/hallucination-detector#5 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  2

• feat: add self-contradiction detection

  impact: additivephase: 3-sentence-infrarisk: lowtopic: sentence-processing
  bitflight-devops/hallucination-detector#4 · Filter by author Jamie-BitFlight opened on Feb 28, 2026
  2