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AINative_OKR_CASAN5/.specify/agentops/hallucination-tracking.yaml

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+version: 1.0
+description: CASAN H6 per-step hallucination signal tracking
+
+tracking:
+  enabled: true
+  method: cross_reference_check
+  log_path: .specify/logs/cost/metrics.jsonl
+  field_name: hallucination_signals
+
+steps_with_tracking:
+  - step: step-1-srs
+    reference_docs:
+      - docs/input/okr-requirement.md
+    signals:
+      - ungrounded_feature_claim
+      - invented_requirement
+      - undefined_acronym
+    keywords_indicating_hallucination:
+      - "I assume"
+      - "typically"
+      - "usually includes"
+      - "standard practice suggests"
+
+  - step: step-3-spec
+    reference_docs:
+      - docs/output/ipa-docs/srs/
+      - docs/output/ipa-docs/bd/
+    signals:
+      - invented_api_endpoint
+      - schema_mismatch
+      - undefined_term
+      - ungrounded_business_rule
+    keywords_indicating_hallucination:
+      - "assumed from context"
+      - "common pattern would be"
+      - "likely the intent is"
+
+  - step: step-6-plan
+    reference_docs:
+      - docs/output/specs/
+    signals:
+      - invented_dependency
+      - wrong_module_assignment
+      - unspecified_library
+    keywords_indicating_hallucination:
+      - "might need"
+      - "could potentially use"
+      - "I believe"
+
+  - step: step-10-implement
+    reference_docs:
+      - docs/output/specs/
+    signals:
+      - undocumented_endpoint
+      - wrong_field_type
+      - missing_required_field
+      - hardcoded_value_not_in_spec
+    keywords_indicating_hallucination:
+      - "// TODO: confirm"
+      - "// assumed"
+      - "// placeholder"
+
+  - step: step-11-review-code
+    reference_docs:
+      - docs/output/specs/
+      - backend/
+      - frontend/
+    signals:
+      - false_security_clearance
+      - invented_test_result
+      - unverified_compliance_claim
+
+thresholds:
+  warn: 3
+  block: 7
+  note: "warn=log warning; block=force retry of step"