Appendix: every item

17Appendix: every item

Every scored item with each question's gold label, ember's answer, and its signal (confidence for choice, P(true) for noul, expected value for score). The raw run data ships next to this report in data/.

Item	Recipe	Split	Result	Questions: gold -> ember (signal)
`intent_001`	Intent and readiness	dev	incorrect	intent: question -> question (ok, 0.90) specific_enough: True -> False (miss, 0.21)
`intent_002`	Intent and readiness	test	correct	intent: question -> question (ok, 0.96) specific_enough: True -> True (ok, 0.75)
`intent_003`	Intent and readiness	dev	incorrect	intent: question -> question (ok, 0.95) specific_enough: True -> False (miss, 0.45)
`intent_004`	Intent and readiness	test	incorrect	intent: question -> question (ok, 0.95) specific_enough: True -> False (miss, 0.48)
`intent_005`	Intent and readiness	dev	incorrect	intent: question -> question (ok, 0.95) specific_enough: True -> False (miss, 0.29)
`intent_006`	Intent and readiness	test	correct	intent: question -> question (ok, 0.84) specific_enough: False -> False (ok, 0.08)
`intent_007`	Intent and readiness	dev	correct	intent: question -> question (ok, 0.97) specific_enough: False -> False (ok, 0.20)
`intent_008`	Intent and readiness	dev	correct	intent: implement -> implement (ok, 0.96) specific_enough: False -> False (ok, 0.09)
`intent_009`	Intent and readiness	dev	correct	intent: implement -> implement (ok, 0.92) specific_enough: True -> True (ok, 0.91)
`intent_010`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.92) specific_enough: True -> True (ok, 0.84)
`intent_011`	Intent and readiness	dev	correct	intent: implement -> implement (ok, 0.95) specific_enough: True -> True (ok, 0.81)
`intent_012`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.97) specific_enough: True -> True (ok, 0.72)
`intent_013`	Intent and readiness	dev	incorrect	intent: implement -> fix (miss, 0.48) specific_enough: False -> False (ok, 0.06)
`intent_014`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.93) specific_enough: False -> False (ok, 0.18)
`intent_015`	Intent and readiness	dev	correct	intent: investigate -> investigate (ok, 0.94) specific_enough: True -> True (ok, 0.57)
`intent_016`	Intent and readiness	test	correct	intent: investigate -> investigate (ok, 0.98) specific_enough: True -> True (ok, 0.69)
`intent_017`	Intent and readiness	dev	correct	intent: investigate -> investigate (ok, 0.99) specific_enough: True -> True (ok, 0.78)
`intent_018`	Intent and readiness	test	correct	intent: investigate -> investigate (ok, 0.97) specific_enough: True -> True (ok, 0.65)
`intent_019`	Intent and readiness	dev	correct	intent: investigate -> investigate (ok, 0.97) specific_enough: True -> True (ok, 0.77)
`intent_020`	Intent and readiness	test	correct	intent: investigate -> investigate (ok, 0.97) specific_enough: False -> False (ok, 0.36)
`intent_021`	Intent and readiness	dev	incorrect	intent: investigate -> investigate (ok, 0.98) specific_enough: False -> True (miss, 0.51)
`intent_022`	Intent and readiness	test	correct	intent: fix -> fix (ok, 0.96) specific_enough: True -> True (ok, 0.75)
`intent_023`	Intent and readiness	dev	correct	intent: fix -> fix (ok, 0.94) specific_enough: True -> True (ok, 0.81)
`intent_024`	Intent and readiness	test	correct	intent: fix -> fix (ok, 0.96) specific_enough: True -> True (ok, 0.78)
`intent_025`	Intent and readiness	dev	correct	intent: fix -> fix (ok, 0.89) specific_enough: True -> True (ok, 0.75)
`intent_026`	Intent and readiness	test	correct	intent: fix -> fix (ok, 0.93) specific_enough: False -> False (ok, 0.12)
`intent_027`	Intent and readiness	dev	correct	intent: fix -> fix (ok, 0.97) specific_enough: False -> False (ok, 0.36)
`intent_028`	Intent and readiness	test	correct	intent: fix -> fix (ok, 0.93) specific_enough: False -> False (ok, 0.20)
`failure_001`	Failure triage	dev	correct	failure_kind: logic_bug -> logic_bug (ok, 0.93) retry: False -> False (ok, 0.03)
`failure_002`	Failure triage	test	correct	failure_kind: logic_bug -> logic_bug (ok, 0.90) retry: False -> False (ok, 0.04)
`failure_003`	Failure triage	dev	correct	failure_kind: logic_bug -> logic_bug (ok, 0.88) retry: False -> False (ok, 0.05)
`failure_004`	Failure triage	test	correct	failure_kind: logic_bug -> logic_bug (ok, 0.59) retry: False -> False (ok, 0.02)
`failure_005`	Failure triage	dev	correct	failure_kind: logic_bug -> logic_bug (ok, 0.67) retry: False -> False (ok, 0.10)
`failure_006`	Failure triage	test	correct	failure_kind: logic_bug -> logic_bug (ok, 0.44) retry: False -> False (ok, 0.24)
`failure_007`	Failure triage	dev	correct	failure_kind: environment -> environment (ok, 0.84) retry: False -> False (ok, 0.16)
`failure_008`	Failure triage	test	correct	failure_kind: environment -> environment (ok, 0.88) retry: False -> False (ok, 0.02)
`failure_009`	Failure triage	dev	correct	failure_kind: environment -> environment (ok, 0.85) retry: False -> False (ok, 0.03)
`failure_010`	Failure triage	test	incorrect	failure_kind: environment -> flaky (miss, 0.46) retry: False -> False (ok, 0.07)
`failure_011`	Failure triage	dev	correct	failure_kind: environment -> environment (ok, 0.82) retry: False -> False (ok, 0.06)
`failure_012`	Failure triage	test	incorrect	failure_kind: environment -> flaky (miss, 0.40) retry: False -> False (ok, 0.31)
`failure_013`	Failure triage	dev	correct	failure_kind: flaky -> flaky (ok, 0.84) retry: True -> True (ok, 0.68)
`failure_014`	Failure triage	test	correct	failure_kind: flaky -> flaky (ok, 0.95) retry: True -> True (ok, 0.70)
`failure_015`	Failure triage	dev	correct	failure_kind: flaky -> flaky (ok, 0.96) retry: True -> True (ok, 0.89)
`failure_016`	Failure triage	test	correct	failure_kind: flaky -> flaky (ok, 0.79) retry: True -> True (ok, 0.55)
`failure_017`	Failure triage	dev	correct	failure_kind: flaky -> flaky (ok, 0.93) retry: True -> True (ok, 0.63)
`failure_018`	Failure triage	test	correct	failure_kind: flaky -> flaky (ok, 0.96) retry: True -> True (ok, 0.91)
`failure_019`	Failure triage	test	correct	failure_kind: test_bug -> test_bug (ok, 0.94) retry: False -> False (ok, 0.02)
`failure_020`	Failure triage	dev	correct	failure_kind: test_bug -> test_bug (ok, 0.85) retry: False -> False (ok, 0.02)
`failure_021`	Failure triage	test	correct	failure_kind: test_bug -> test_bug (ok, 0.92) retry: False -> False (ok, 0.02)
`failure_022`	Failure triage	dev	correct	failure_kind: test_bug -> test_bug (ok, 0.89) retry: False -> False (ok, 0.02)
`failure_023`	Failure triage	test	incorrect	failure_kind: test_bug -> logic_bug (miss, 0.46) retry: False -> False (ok, 0.13)
`failure_024`	Failure triage	dev	correct	failure_kind: test_bug -> test_bug (ok, 0.57) retry: False -> False (ok, 0.02)
`risk_001`	Change risk	dev	incorrect	risk: 0 -> 1 (miss, 0.68) needs_review: False -> False (ok, 0.09)
`risk_002`	Change risk	test	incorrect	risk: 0 -> 1 (miss, 0.53) needs_review: False -> False (ok, 0.11)
`risk_003`	Change risk	dev	incorrect	risk: 0 -> 1 (miss, 0.51) needs_review: False -> False (ok, 0.06)
`risk_004`	Change risk	test	incorrect	risk: 0 -> 1 (miss, 0.68) needs_review: False -> False (ok, 0.11)
`risk_005`	Change risk	dev	incorrect	risk: 0 -> 1 (miss, 0.60) needs_review: False -> False (ok, 0.06)
`risk_006`	Change risk	test	correct	risk: 0 -> 0 (ok, 0.43) needs_review: False -> False (ok, 0.04)
`risk_007`	Change risk	test	correct	risk: 1 -> 1 (ok, 0.85) needs_review: False -> False (ok, 0.24)
`risk_008`	Change risk	dev	correct	risk: 1 -> 1 (ok, 0.88) needs_review: False -> False (ok, 0.28)
`risk_009`	Change risk	test	correct	risk: 1 -> 1 (ok, 0.80) needs_review: False -> False (ok, 0.16)
`risk_010`	Change risk	dev	correct	risk: 1 -> 1 (ok, 0.79) needs_review: False -> False (ok, 0.12)
`risk_011`	Change risk	test	correct	risk: 1 -> 1 (ok, 0.92) needs_review: False -> False (ok, 0.12)
`risk_012`	Change risk	dev	correct	risk: 1 -> 1 (ok, 1.03) needs_review: False -> False (ok, 0.48)
`risk_013`	Change risk	test	correct	risk: 2 -> 2 (ok, 2.00) needs_review: True -> True (ok, 0.84)
`risk_014`	Change risk	dev	correct	risk: 2 -> 2 (ok, 2.33) needs_review: True -> True (ok, 0.90)
`risk_015`	Change risk	test	correct	risk: 2 -> 2 (ok, 1.77) needs_review: True -> True (ok, 0.78)
`risk_016`	Change risk	dev	incorrect	risk: 2 -> 1 (miss, 1.30) needs_review: True -> False (miss, 0.29)
`risk_017`	Change risk	test	correct	risk: 2 -> 2 (ok, 2.20) needs_review: True -> True (ok, 0.87)
`risk_018`	Change risk	dev	incorrect	risk: 2 -> 3 (miss, 2.54) needs_review: True -> True (ok, 0.91)
`risk_019`	Change risk	dev	incorrect	risk: 3 -> 2 (miss, 2.01) needs_review: True -> True (ok, 0.84)
`risk_020`	Change risk	test	correct	risk: 3 -> 3 (ok, 2.69) needs_review: True -> True (ok, 0.92)
`risk_021`	Change risk	dev	correct	risk: 3 -> 3 (ok, 2.59) needs_review: True -> True (ok, 0.92)
`risk_022`	Change risk	test	incorrect	risk: 3 -> 2 (miss, 1.67) needs_review: True -> False (miss, 0.45)
`risk_023`	Change risk	dev	incorrect	risk: 3 -> 2 (miss, 1.97) needs_review: True -> True (ok, 0.84)
`risk_024`	Change risk	test	incorrect	risk: 3 -> 2 (miss, 2.41) needs_review: True -> True (ok, 0.78)
`routing_001`	Routing and ownership	test	correct	owner: api -> api (ok, 0.96)
`routing_002`	Routing and ownership	dev	correct	owner: api -> api (ok, 0.62)
`routing_003`	Routing and ownership	test	correct	owner: api -> api (ok, 0.95)
`routing_004`	Routing and ownership	dev	correct	owner: api -> api (ok, 0.90)
`routing_005`	Routing and ownership	test	correct	owner: storage -> storage (ok, 0.81)
`routing_006`	Routing and ownership	dev	correct	owner: storage -> storage (ok, 0.98)
`routing_007`	Routing and ownership	test	correct	owner: storage -> storage (ok, 0.97)
`routing_008`	Routing and ownership	dev	correct	owner: storage -> storage (ok, 0.95)
`routing_009`	Routing and ownership	test	correct	owner: ui -> ui (ok, 0.92)
`routing_010`	Routing and ownership	dev	correct	owner: ui -> ui (ok, 0.95)
`routing_011`	Routing and ownership	test	correct	owner: ui -> ui (ok, 0.94)
`routing_012`	Routing and ownership	dev	correct	owner: ui -> ui (ok, 0.94)
`routing_013`	Routing and ownership	test	correct	owner: infra -> infra (ok, 0.95)
`routing_014`	Routing and ownership	dev	correct	owner: infra -> infra (ok, 0.94)
`routing_015`	Routing and ownership	test	correct	owner: infra -> infra (ok, 0.94)
`routing_016`	Routing and ownership	dev	correct	owner: infra -> infra (ok, 0.96)
`routing_017`	Routing and ownership	test	correct	owner: unclear -> unclear (ok, 0.59)
`routing_018`	Routing and ownership	dev	correct	owner: unclear -> unclear (ok, 0.77)
`routing_019`	Routing and ownership	test	correct	owner: unclear -> unclear (ok, 0.49)
`routing_020`	Routing and ownership	dev	correct	owner: unclear -> unclear (ok, 0.52)
`effort_001`	Effort and approach	test	correct	effort: 0 -> 0 (ok, 0.22) approach: minimal_patch -> minimal_patch (ok, 0.96)
`effort_002`	Effort and approach	dev	incorrect	effort: 0 -> 1 (miss, 0.51) approach: minimal_patch -> minimal_patch (ok, 0.92)
`effort_003`	Effort and approach	test	incorrect	effort: 0 -> 1 (miss, 0.56) approach: minimal_patch -> minimal_patch (ok, 0.95)
`effort_004`	Effort and approach	test	correct	effort: 1 -> 1 (ok, 0.89) approach: minimal_patch -> minimal_patch (ok, 0.93)
`effort_005`	Effort and approach	dev	correct	effort: 1 -> 1 (ok, 1.17) approach: minimal_patch -> minimal_patch (ok, 0.70)
`effort_006`	Effort and approach	test	incorrect	effort: 1 -> 2 (miss, 1.50) approach: refactor -> refactor (ok, 0.74)
`effort_007`	Effort and approach	test	correct	effort: 2 -> 2 (ok, 1.86) approach: refactor -> refactor (ok, 0.84)
`effort_008`	Effort and approach	dev	correct	effort: 2 -> 2 (ok, 2.23) approach: refactor -> refactor (ok, 0.69)
`effort_009`	Effort and approach	test	incorrect	effort: 2 -> 3 (miss, 2.78) approach: refactor -> refactor (ok, 0.86)
`effort_010`	Effort and approach	dev	correct	effort: 2 -> 2 (ok, 1.88) approach: refactor -> refactor (ok, 0.88)
`effort_011`	Effort and approach	test	correct	effort: 3 -> 3 (ok, 2.71) approach: new_component -> new_component (ok, 0.46)
`effort_012`	Effort and approach	test	correct	effort: 2 -> 2 (ok, 1.63) approach: new_component -> new_component (ok, 0.78)
`effort_013`	Effort and approach	dev	incorrect	effort: 3 -> 2 (miss, 2.01) approach: new_component -> new_component (ok, 0.58)
`effort_014`	Effort and approach	dev	correct	effort: 2 -> 2 (ok, 1.52) approach: new_component -> new_component (ok, 0.97)
`effort_015`	Effort and approach	test	incorrect	effort: 3 -> 2 (miss, 1.85) approach: new_component -> new_component (ok, 0.52)
`effort_016`	Effort and approach	dev	incorrect	effort: 0 -> 1 (miss, 1.29) approach: ask_user -> ask_user (ok, 0.88)
`effort_017`	Effort and approach	dev	incorrect	effort: 1 -> 2 (miss, 1.61) approach: ask_user -> ask_user (ok, 0.46)
`effort_018`	Effort and approach	test	incorrect	effort: 1 -> 2 (miss, 2.38) approach: ask_user -> ask_user (ok, 0.67)
`effort_019`	Effort and approach	dev	incorrect	effort: 1 -> 2 (miss, 1.75) approach: ask_user -> ask_user (ok, 0.77)
`effort_020`	Effort and approach	dev	incorrect	effort: 3 -> 2 (miss, 1.58) approach: ask_user -> minimal_patch (miss, 0.38)
`intent_029`	Intent and readiness	test	incorrect	intent: question -> question (ok, 0.95) specific_enough: True -> False (miss, 0.30)
`intent_030`	Intent and readiness	test	correct	intent: question -> question (ok, 0.95) specific_enough: True -> True (ok, 0.53)
`intent_031`	Intent and readiness	dev	incorrect	intent: question -> question (ok, 0.97) specific_enough: True -> False (miss, 0.23)
`intent_032`	Intent and readiness	test	incorrect	intent: question -> question (ok, 0.97) specific_enough: True -> False (miss, 0.49)
`intent_033`	Intent and readiness	dev	correct	intent: question -> question (ok, 0.96) specific_enough: True -> True (ok, 0.57)
`intent_034`	Intent and readiness	test	correct	intent: question -> question (ok, 0.96) specific_enough: False -> False (ok, 0.09)
`intent_035`	Intent and readiness	dev	correct	intent: question -> question (ok, 0.97) specific_enough: False -> False (ok, 0.19)
`intent_036`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.97) specific_enough: True -> True (ok, 0.84)
`intent_037`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.96) specific_enough: True -> True (ok, 0.78)
`intent_038`	Intent and readiness	dev	correct	intent: implement -> implement (ok, 0.97) specific_enough: True -> True (ok, 0.81)
`intent_039`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.95) specific_enough: True -> True (ok, 0.92)
`intent_040`	Intent and readiness	dev	correct	intent: implement -> implement (ok, 0.73) specific_enough: False -> False (ok, 0.16)
`intent_041`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.95) specific_enough: False -> False (ok, 0.15)
`intent_042`	Intent and readiness	dev	correct	intent: implement -> implement (ok, 0.52) specific_enough: False -> False (ok, 0.17)
`intent_043`	Intent and readiness	test	correct	intent: investigate -> investigate (ok, 0.98) specific_enough: True -> True (ok, 0.70)
`intent_044`	Intent and readiness	test	correct	intent: investigate -> investigate (ok, 0.97) specific_enough: True -> True (ok, 0.71)
`intent_045`	Intent and readiness	dev	correct	intent: investigate -> investigate (ok, 0.98) specific_enough: True -> True (ok, 0.66)
`intent_046`	Intent and readiness	test	correct	intent: investigate -> investigate (ok, 0.99) specific_enough: True -> True (ok, 0.63)
`intent_047`	Intent and readiness	dev	correct	intent: investigate -> investigate (ok, 0.96) specific_enough: False -> False (ok, 0.25)
`intent_048`	Intent and readiness	test	incorrect	intent: investigate -> investigate (ok, 0.97) specific_enough: False -> True (miss, 0.50)
`intent_049`	Intent and readiness	dev	correct	intent: investigate -> investigate (ok, 0.94) specific_enough: False -> False (ok, 0.32)
`intent_050`	Intent and readiness	dev	correct	intent: fix -> fix (ok, 0.90) specific_enough: True -> True (ok, 0.82)
`intent_051`	Intent and readiness	test	correct	intent: fix -> fix (ok, 0.93) specific_enough: True -> True (ok, 0.83)
`intent_052`	Intent and readiness	dev	correct	intent: fix -> fix (ok, 0.95) specific_enough: True -> True (ok, 0.85)
`intent_053`	Intent and readiness	test	correct	intent: fix -> fix (ok, 0.85) specific_enough: True -> True (ok, 0.79)
`intent_054`	Intent and readiness	dev	correct	intent: fix -> fix (ok, 0.96) specific_enough: False -> False (ok, 0.25)
`intent_055`	Intent and readiness	test	correct	intent: fix -> fix (ok, 0.91) specific_enough: False -> False (ok, 0.17)
`intent_056`	Intent and readiness	dev	correct	intent: fix -> fix (ok, 0.77) specific_enough: False -> False (ok, 0.20)
`failure_025`	Failure triage	test	correct	failure_kind: logic_bug -> logic_bug (ok, 0.83) retry: False -> False (ok, 0.02)
`failure_026`	Failure triage	dev	correct	failure_kind: logic_bug -> logic_bug (ok, 0.59) retry: False -> False (ok, 0.05)
`failure_027`	Failure triage	test	correct	failure_kind: logic_bug -> logic_bug (ok, 0.71) retry: False -> False (ok, 0.18)
`failure_028`	Failure triage	dev	correct	failure_kind: logic_bug -> logic_bug (ok, 0.35) retry: False -> False (ok, 0.30)
`failure_029`	Failure triage	test	correct	failure_kind: logic_bug -> logic_bug (ok, 0.88) retry: False -> False (ok, 0.01)
`failure_030`	Failure triage	dev	correct	failure_kind: logic_bug -> logic_bug (ok, 0.76) retry: False -> False (ok, 0.04)
`failure_031`	Failure triage	test	correct	failure_kind: environment -> environment (ok, 0.71) retry: False -> False (ok, 0.06)
`failure_032`	Failure triage	dev	correct	failure_kind: environment -> environment (ok, 0.64) retry: False -> False (ok, 0.12)
`failure_033`	Failure triage	test	correct	failure_kind: environment -> environment (ok, 0.80) retry: False -> False (ok, 0.03)
`failure_034`	Failure triage	dev	correct	failure_kind: environment -> environment (ok, 0.84) retry: False -> False (ok, 0.07)
`failure_035`	Failure triage	test	correct	failure_kind: environment -> environment (ok, 0.60) retry: False -> False (ok, 0.04)
`failure_036`	Failure triage	dev	correct	failure_kind: environment -> environment (ok, 0.90) retry: False -> False (ok, 0.10)
`failure_037`	Failure triage	test	correct	failure_kind: flaky -> flaky (ok, 0.96) retry: True -> True (ok, 0.85)
`failure_038`	Failure triage	dev	correct	failure_kind: flaky -> flaky (ok, 0.85) retry: True -> True (ok, 0.72)
`failure_039`	Failure triage	test	correct	failure_kind: flaky -> flaky (ok, 0.91) retry: True -> True (ok, 0.79)
`failure_040`	Failure triage	dev	correct	failure_kind: flaky -> flaky (ok, 0.91) retry: True -> True (ok, 0.53)
`failure_041`	Failure triage	test	correct	failure_kind: flaky -> flaky (ok, 0.93) retry: True -> True (ok, 0.76)
`failure_042`	Failure triage	dev	correct	failure_kind: flaky -> flaky (ok, 0.94) retry: True -> True (ok, 0.83)
`failure_043`	Failure triage	test	correct	failure_kind: test_bug -> test_bug (ok, 0.86) retry: False -> False (ok, 0.02)
`failure_044`	Failure triage	dev	correct	failure_kind: test_bug -> test_bug (ok, 0.89) retry: False -> False (ok, 0.01)
`failure_045`	Failure triage	test	correct	failure_kind: test_bug -> test_bug (ok, 0.73) retry: False -> False (ok, 0.03)
`failure_046`	Failure triage	dev	correct	failure_kind: test_bug -> test_bug (ok, 0.94) retry: False -> False (ok, 0.01)
`failure_047`	Failure triage	test	correct	failure_kind: test_bug -> test_bug (ok, 0.87) retry: False -> False (ok, 0.01)
`failure_048`	Failure triage	dev	correct	failure_kind: test_bug -> test_bug (ok, 0.95) retry: False -> False (ok, 0.02)
`risk_025`	Change risk	test	incorrect	risk: 0 -> 1 (miss, 0.64) needs_review: False -> False (ok, 0.10)
`risk_026`	Change risk	dev	incorrect	risk: 0 -> 1 (miss, 0.58) needs_review: False -> False (ok, 0.06)
`risk_027`	Change risk	test	incorrect	risk: 0 -> 1 (miss, 0.65) needs_review: False -> False (ok, 0.06)
`risk_028`	Change risk	dev	incorrect	risk: 0 -> 1 (miss, 0.63) needs_review: False -> False (ok, 0.07)
`risk_029`	Change risk	test	correct	risk: 0 -> 0 (ok, 0.49) needs_review: False -> False (ok, 0.07)
`risk_030`	Change risk	dev	incorrect	risk: 0 -> 1 (miss, 0.73) needs_review: False -> False (ok, 0.13)
`risk_031`	Change risk	test	correct	risk: 1 -> 1 (ok, 0.96) needs_review: False -> False (ok, 0.29)
`risk_032`	Change risk	dev	correct	risk: 1 -> 1 (ok, 0.80) needs_review: False -> False (ok, 0.10)
`risk_033`	Change risk	test	correct	risk: 1 -> 1 (ok, 0.73) needs_review: False -> False (ok, 0.09)
`risk_034`	Change risk	dev	correct	risk: 1 -> 1 (ok, 0.78) needs_review: False -> False (ok, 0.11)
`risk_035`	Change risk	test	correct	risk: 1 -> 1 (ok, 0.83) needs_review: False -> False (ok, 0.19)
`risk_036`	Change risk	dev	correct	risk: 1 -> 1 (ok, 0.96) needs_review: False -> False (ok, 0.09)
`risk_037`	Change risk	test	correct	risk: 2 -> 2 (ok, 2.29) needs_review: True -> True (ok, 0.89)
`risk_038`	Change risk	dev	correct	risk: 2 -> 2 (ok, 1.66) needs_review: True -> True (ok, 0.72)
`risk_039`	Change risk	test	correct	risk: 2 -> 2 (ok, 2.15) needs_review: True -> True (ok, 0.86)
`risk_040`	Change risk	dev	correct	risk: 2 -> 2 (ok, 2.27) needs_review: True -> True (ok, 0.90)
`risk_041`	Change risk	test	correct	risk: 2 -> 2 (ok, 2.38) needs_review: True -> True (ok, 0.90)
`risk_042`	Change risk	dev	correct	risk: 2 -> 2 (ok, 2.07) needs_review: True -> True (ok, 0.85)
`risk_043`	Change risk	test	incorrect	risk: 3 -> 2 (miss, 2.01) needs_review: True -> True (ok, 0.84)
`risk_044`	Change risk	dev	incorrect	risk: 3 -> 2 (miss, 2.19) needs_review: True -> True (ok, 0.71)
`risk_045`	Change risk	test	incorrect	risk: 3 -> 1 (miss, 1.37) needs_review: True -> False (miss, 0.35)
`risk_046`	Change risk	dev	incorrect	risk: 3 -> 2 (miss, 2.46) needs_review: True -> True (ok, 0.86)
`risk_047`	Change risk	test	incorrect	risk: 3 -> 1 (miss, 1.45) needs_review: True -> False (miss, 0.34)
`risk_048`	Change risk	dev	incorrect	risk: 3 -> 2 (miss, 1.98) needs_review: True -> False (miss, 0.40)
`routing_021`	Routing and ownership	test	correct	owner: api -> api (ok, 0.96)
`routing_022`	Routing and ownership	dev	correct	owner: api -> api (ok, 0.91)
`routing_023`	Routing and ownership	test	correct	owner: api -> api (ok, 0.91)
`routing_024`	Routing and ownership	dev	correct	owner: api -> api (ok, 0.97)
`routing_025`	Routing and ownership	test	correct	owner: storage -> storage (ok, 0.87)
`routing_026`	Routing and ownership	dev	correct	owner: storage -> storage (ok, 0.84)
`routing_027`	Routing and ownership	test	correct	owner: storage -> storage (ok, 0.97)
`routing_028`	Routing and ownership	dev	correct	owner: storage -> storage (ok, 0.94)
`routing_029`	Routing and ownership	test	correct	owner: ui -> ui (ok, 0.94)
`routing_030`	Routing and ownership	dev	correct	owner: ui -> ui (ok, 0.92)
`routing_031`	Routing and ownership	test	correct	owner: ui -> ui (ok, 0.77)
`routing_032`	Routing and ownership	dev	correct	owner: ui -> ui (ok, 0.94)
`routing_033`	Routing and ownership	test	correct	owner: infra -> infra (ok, 0.95)
`routing_034`	Routing and ownership	dev	correct	owner: infra -> infra (ok, 0.92)
`routing_035`	Routing and ownership	test	correct	owner: infra -> infra (ok, 0.95)
`routing_036`	Routing and ownership	dev	correct	owner: infra -> infra (ok, 0.96)
`routing_037`	Routing and ownership	test	correct	owner: unclear -> unclear (ok, 0.78)
`routing_038`	Routing and ownership	dev	correct	owner: unclear -> unclear (ok, 0.67)
`routing_039`	Routing and ownership	test	correct	owner: unclear -> unclear (ok, 0.70)
`routing_040`	Routing and ownership	dev	correct	owner: unclear -> unclear (ok, 0.40)
`effort_021`	Effort and approach	test	correct	effort: 1 -> 1 (ok, 0.67) approach: minimal_patch -> minimal_patch (ok, 0.92)
`effort_022`	Effort and approach	test	incorrect	effort: 0 -> 1 (miss, 0.71) approach: minimal_patch -> minimal_patch (ok, 0.94)
`effort_023`	Effort and approach	dev	incorrect	effort: 0 -> 1 (miss, 1.03) approach: minimal_patch -> minimal_patch (ok, 0.86)
`effort_024`	Effort and approach	dev	correct	effort: 1 -> 1 (ok, 1.12) approach: minimal_patch -> minimal_patch (ok, 0.82)
`effort_025`	Effort and approach	test	correct	effort: 1 -> 1 (ok, 1.30) approach: minimal_patch -> minimal_patch (ok, 0.84)
`effort_026`	Effort and approach	dev	correct	effort: 1 -> 1 (ok, 1.13) approach: refactor -> refactor (ok, 0.53)
`effort_027`	Effort and approach	test	incorrect	effort: 2 -> 3 (miss, 2.76) approach: refactor -> refactor (ok, 0.85)
`effort_028`	Effort and approach	dev	correct	effort: 2 -> 2 (ok, 1.72) approach: refactor -> refactor (ok, 0.79)
`effort_029`	Effort and approach	test	incorrect	effort: 1 -> 2 (miss, 1.77) approach: refactor -> refactor (ok, 0.55)
`effort_030`	Effort and approach	test	correct	effort: 2 -> 2 (ok, 1.86) approach: refactor -> refactor (ok, 0.79)
`effort_031`	Effort and approach	test	incorrect	effort: 3 -> 1 (miss, 1.36) approach: new_component -> new_component (ok, 0.49)
`effort_032`	Effort and approach	dev	incorrect	effort: 3 -> 1 (miss, 1.19) approach: new_component -> minimal_patch (miss, 0.66)
`effort_033`	Effort and approach	dev	incorrect	effort: 2 -> 1 (miss, 1.50) approach: new_component -> minimal_patch (miss, 0.52)
`effort_034`	Effort and approach	dev	incorrect	effort: 1 -> 1 (ok, 1.00) approach: new_component -> minimal_patch (miss, 0.50)
`effort_035`	Effort and approach	test	incorrect	effort: 2 -> 1 (miss, 1.23) approach: new_component -> new_component (ok, 0.70)
`effort_036`	Effort and approach	test	incorrect	effort: 0 -> 1 (miss, 0.75) approach: ask_user -> minimal_patch (miss, 0.81)
`effort_037`	Effort and approach	test	correct	effort: 1 -> 1 (ok, 1.39) approach: ask_user -> ask_user (ok, 0.74)
`effort_038`	Effort and approach	dev	incorrect	effort: 0 -> 1 (miss, 0.65) approach: ask_user -> minimal_patch (miss, 0.79)
`effort_039`	Effort and approach	test	incorrect	effort: 3 -> 1 (miss, 1.49) approach: ask_user -> new_component (miss, 0.41)
`effort_040`	Effort and approach	test	incorrect	effort: 0 -> 1 (miss, 1.07) approach: ask_user -> minimal_patch (miss, 0.67)
`intent_057`	Intent and readiness	dev	incorrect	intent: question -> question (ok, 0.94) specific_enough: True -> False (miss, 0.36)
`intent_058`	Intent and readiness	test	correct	intent: question -> question (ok, 0.79) specific_enough: True -> True (ok, 0.63)
`intent_059`	Intent and readiness	dev	incorrect	intent: question -> question (ok, 0.93) specific_enough: True -> False (miss, 0.50)
`intent_060`	Intent and readiness	test	correct	intent: question -> question (ok, 0.96) specific_enough: True -> True (ok, 0.50)
`intent_061`	Intent and readiness	dev	incorrect	intent: question -> question (ok, 0.95) specific_enough: True -> False (miss, 0.47)
`intent_062`	Intent and readiness	test	correct	intent: question -> question (ok, 0.91) specific_enough: True -> True (ok, 0.67)
`intent_063`	Intent and readiness	dev	incorrect	intent: question -> question (ok, 0.93) specific_enough: True -> False (miss, 0.41)
`intent_064`	Intent and readiness	test	incorrect	intent: question -> question (ok, 0.95) specific_enough: True -> False (miss, 0.46)
`intent_065`	Intent and readiness	dev	correct	intent: question -> question (ok, 0.95) specific_enough: False -> False (ok, 0.12)
`intent_066`	Intent and readiness	test	correct	intent: question -> question (ok, 0.95) specific_enough: False -> False (ok, 0.12)
`intent_067`	Intent and readiness	dev	correct	intent: question -> question (ok, 0.95) specific_enough: False -> False (ok, 0.20)
`intent_068`	Intent and readiness	test	correct	intent: question -> question (ok, 0.76) specific_enough: False -> False (ok, 0.15)
`intent_069`	Intent and readiness	dev	correct	intent: question -> question (ok, 0.96) specific_enough: False -> False (ok, 0.12)
`intent_070`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.94) specific_enough: True -> True (ok, 0.86)
`intent_071`	Intent and readiness	dev	correct	intent: implement -> implement (ok, 0.96) specific_enough: True -> True (ok, 0.86)
`intent_072`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.94) specific_enough: True -> True (ok, 0.73)
`intent_073`	Intent and readiness	dev	correct	intent: implement -> implement (ok, 0.98) specific_enough: True -> True (ok, 0.71)
`intent_074`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.93) specific_enough: True -> True (ok, 0.80)
`intent_075`	Intent and readiness	dev	correct	intent: implement -> implement (ok, 0.91) specific_enough: True -> True (ok, 0.88)
`intent_076`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.96) specific_enough: True -> True (ok, 0.88)
`intent_077`	Intent and readiness	dev	correct	intent: implement -> implement (ok, 0.97) specific_enough: True -> True (ok, 0.63)
`intent_078`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.94) specific_enough: False -> False (ok, 0.23)
`intent_079`	Intent and readiness	dev	correct	intent: implement -> implement (ok, 0.76) specific_enough: False -> False (ok, 0.22)
`intent_080`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.95) specific_enough: False -> False (ok, 0.41)
`intent_081`	Intent and readiness	dev	correct	intent: implement -> implement (ok, 0.93) specific_enough: False -> False (ok, 0.23)
`intent_082`	Intent and readiness	test	correct	intent: implement -> implement (ok, 0.94) specific_enough: False -> False (ok, 0.22)
`intent_083`	Intent and readiness	dev	correct	intent: investigate -> investigate (ok, 0.99) specific_enough: True -> True (ok, 0.77)
`intent_084`	Intent and readiness	test	correct	intent: investigate -> investigate (ok, 0.98) specific_enough: True -> True (ok, 0.73)
`intent_085`	Intent and readiness	dev	incorrect	intent: investigate -> investigate (ok, 0.96) specific_enough: True -> False (miss, 0.48)
`intent_086`	Intent and readiness	test	incorrect	intent: investigate -> investigate (ok, 0.83) specific_enough: True -> False (miss, 0.40)
`intent_087`	Intent and readiness	dev	correct	intent: investigate -> investigate (ok, 0.95) specific_enough: True -> True (ok, 0.79)
`intent_088`	Intent and readiness	test	correct	intent: investigate -> investigate (ok, 0.98) specific_enough: True -> True (ok, 0.76)
`intent_089`	Intent and readiness	dev	incorrect	intent: investigate -> investigate (ok, 0.78) specific_enough: True -> False (miss, 0.37)
`intent_090`	Intent and readiness	test	correct	intent: investigate -> investigate (ok, 0.85) specific_enough: True -> True (ok, 0.77)
`intent_091`	Intent and readiness	dev	incorrect	intent: investigate -> investigate (ok, 0.95) specific_enough: False -> True (miss, 0.53)
`intent_092`	Intent and readiness	test	correct	intent: investigate -> investigate (ok, 0.95) specific_enough: False -> False (ok, 0.37)
`intent_093`	Intent and readiness	dev	correct	intent: investigate -> investigate (ok, 0.90) specific_enough: False -> False (ok, 0.38)
`intent_094`	Intent and readiness	test	correct	intent: investigate -> investigate (ok, 0.95) specific_enough: False -> False (ok, 0.41)
`intent_095`	Intent and readiness	dev	correct	intent: investigate -> investigate (ok, 0.89) specific_enough: False -> False (ok, 0.14)
`intent_096`	Intent and readiness	test	correct	intent: fix -> fix (ok, 0.89) specific_enough: True -> True (ok, 0.75)
`intent_097`	Intent and readiness	dev	correct	intent: fix -> fix (ok, 0.84) specific_enough: True -> True (ok, 0.84)
`intent_098`	Intent and readiness	test	correct	intent: fix -> fix (ok, 0.86) specific_enough: True -> True (ok, 0.86)
`intent_099`	Intent and readiness	dev	correct	intent: fix -> fix (ok, 0.86) specific_enough: True -> True (ok, 0.68)
`intent_100`	Intent and readiness	test	correct	intent: fix -> fix (ok, 0.95) specific_enough: True -> True (ok, 0.70)
`intent_101`	Intent and readiness	dev	correct	intent: fix -> fix (ok, 0.93) specific_enough: True -> True (ok, 0.87)
`intent_102`	Intent and readiness	test	incorrect	intent: fix -> implement (miss, 0.58) specific_enough: True -> True (ok, 0.78)
`intent_103`	Intent and readiness	dev	correct	intent: fix -> fix (ok, 0.94) specific_enough: True -> True (ok, 0.74)
`intent_104`	Intent and readiness	test	correct	intent: fix -> fix (ok, 0.73) specific_enough: False -> False (ok, 0.15)
`intent_105`	Intent and readiness	dev	correct	intent: fix -> fix (ok, 0.87) specific_enough: False -> False (ok, 0.11)
`intent_106`	Intent and readiness	test	correct	intent: fix -> fix (ok, 0.84) specific_enough: False -> False (ok, 0.21)
`intent_107`	Intent and readiness	dev	correct	intent: fix -> fix (ok, 0.87) specific_enough: False -> False (ok, 0.36)
`intent_108`	Intent and readiness	test	correct	intent: fix -> fix (ok, 0.95) specific_enough: False -> False (ok, 0.27)
`failure_049`	Failure triage	dev	correct	failure_kind: logic_bug -> logic_bug (ok, 0.66) retry: False -> False (ok, 0.04)
`failure_050`	Failure triage	test	correct	failure_kind: logic_bug -> logic_bug (ok, 0.90) retry: False -> False (ok, 0.02)
`failure_051`	Failure triage	dev	correct	failure_kind: logic_bug -> logic_bug (ok, 0.77) retry: False -> False (ok, 0.05)
`failure_052`	Failure triage	test	correct	failure_kind: logic_bug -> logic_bug (ok, 0.82) retry: False -> False (ok, 0.02)
`failure_053`	Failure triage	dev	correct	failure_kind: logic_bug -> logic_bug (ok, 0.79) retry: False -> False (ok, 0.08)
`failure_054`	Failure triage	test	correct	failure_kind: logic_bug -> logic_bug (ok, 0.59) retry: False -> False (ok, 0.09)
`failure_055`	Failure triage	dev	correct	failure_kind: logic_bug -> logic_bug (ok, 0.75) retry: False -> False (ok, 0.02)
`failure_056`	Failure triage	test	correct	failure_kind: logic_bug -> logic_bug (ok, 0.87) retry: False -> False (ok, 0.02)
`failure_057`	Failure triage	dev	correct	failure_kind: logic_bug -> logic_bug (ok, 0.90) retry: False -> False (ok, 0.04)
`failure_058`	Failure triage	test	correct	failure_kind: logic_bug -> logic_bug (ok, 0.84) retry: False -> False (ok, 0.03)
`failure_059`	Failure triage	dev	correct	failure_kind: logic_bug -> logic_bug (ok, 0.81) retry: False -> False (ok, 0.03)
`failure_060`	Failure triage	test	correct	failure_kind: environment -> environment (ok, 0.86) retry: False -> False (ok, 0.02)
`failure_061`	Failure triage	dev	correct	failure_kind: environment -> environment (ok, 0.83) retry: False -> False (ok, 0.10)
`failure_062`	Failure triage	test	incorrect	failure_kind: environment -> test_bug (miss, 0.57) retry: False -> False (ok, 0.02)
`failure_063`	Failure triage	dev	correct	failure_kind: environment -> environment (ok, 0.90) retry: False -> False (ok, 0.05)
`failure_064`	Failure triage	test	correct	failure_kind: environment -> environment (ok, 0.86) retry: False -> False (ok, 0.06)
`failure_065`	Failure triage	dev	correct	failure_kind: environment -> environment (ok, 0.78) retry: False -> False (ok, 0.06)
`failure_066`	Failure triage	test	correct	failure_kind: environment -> environment (ok, 0.69) retry: False -> False (ok, 0.24)
`failure_067`	Failure triage	dev	correct	failure_kind: environment -> environment (ok, 0.85) retry: False -> False (ok, 0.02)
`failure_068`	Failure triage	test	correct	failure_kind: environment -> environment (ok, 0.72) retry: False -> False (ok, 0.03)
`failure_069`	Failure triage	dev	correct	failure_kind: environment -> environment (ok, 0.90) retry: False -> False (ok, 0.02)
`failure_070`	Failure triage	test	correct	failure_kind: environment -> environment (ok, 0.71) retry: False -> False (ok, 0.19)
`failure_071`	Failure triage	dev	correct	failure_kind: flaky -> flaky (ok, 0.90) retry: True -> True (ok, 0.72)
`failure_072`	Failure triage	test	correct	failure_kind: flaky -> flaky (ok, 0.95) retry: True -> True (ok, 0.73)
`failure_073`	Failure triage	dev	correct	failure_kind: flaky -> flaky (ok, 0.96) retry: True -> True (ok, 0.72)
`failure_074`	Failure triage	test	correct	failure_kind: flaky -> flaky (ok, 0.91) retry: True -> True (ok, 0.59)
`failure_075`	Failure triage	dev	correct	failure_kind: flaky -> flaky (ok, 0.94) retry: True -> True (ok, 0.90)
`failure_076`	Failure triage	test	incorrect	failure_kind: flaky -> flaky (ok, 0.92) retry: True -> False (miss, 0.44)
`failure_077`	Failure triage	dev	correct	failure_kind: flaky -> flaky (ok, 0.92) retry: True -> True (ok, 0.82)
`failure_078`	Failure triage	test	correct	failure_kind: flaky -> flaky (ok, 0.96) retry: True -> True (ok, 0.85)
`failure_079`	Failure triage	dev	correct	failure_kind: flaky -> flaky (ok, 0.92) retry: True -> True (ok, 0.74)
`failure_080`	Failure triage	test	correct	failure_kind: flaky -> flaky (ok, 0.95) retry: True -> True (ok, 0.81)
`failure_081`	Failure triage	dev	correct	failure_kind: flaky -> flaky (ok, 0.94) retry: True -> True (ok, 0.55)
`failure_082`	Failure triage	test	correct	failure_kind: test_bug -> test_bug (ok, 0.48) retry: False -> False (ok, 0.02)
`failure_083`	Failure triage	dev	correct	failure_kind: test_bug -> test_bug (ok, 0.83) retry: False -> False (ok, 0.01)
`failure_084`	Failure triage	test	correct	failure_kind: test_bug -> test_bug (ok, 0.92) retry: False -> False (ok, 0.02)
`failure_085`	Failure triage	dev	correct	failure_kind: test_bug -> test_bug (ok, 0.52) retry: False -> False (ok, 0.04)
`failure_086`	Failure triage	test	correct	failure_kind: test_bug -> test_bug (ok, 0.97) retry: False -> False (ok, 0.01)
`failure_087`	Failure triage	dev	correct	failure_kind: test_bug -> test_bug (ok, 0.83) retry: False -> False (ok, 0.02)
`failure_088`	Failure triage	test	correct	failure_kind: test_bug -> test_bug (ok, 0.92) retry: False -> False (ok, 0.01)
`failure_089`	Failure triage	dev	correct	failure_kind: test_bug -> test_bug (ok, 0.87) retry: False -> False (ok, 0.02)
`failure_090`	Failure triage	test	correct	failure_kind: test_bug -> test_bug (ok, 0.68) retry: False -> False (ok, 0.01)
`failure_091`	Failure triage	dev	correct	failure_kind: test_bug -> test_bug (ok, 0.76) retry: False -> False (ok, 0.02)
`failure_092`	Failure triage	test	correct	failure_kind: test_bug -> test_bug (ok, 0.87) retry: False -> False (ok, 0.02)
`risk_049`	Change risk	dev	incorrect	risk: 0 -> 1 (miss, 0.58) needs_review: False -> False (ok, 0.11)
`risk_050`	Change risk	test	incorrect	risk: 0 -> 1 (miss, 0.58) needs_review: False -> False (ok, 0.04)
`risk_051`	Change risk	dev	incorrect	risk: 0 -> 1 (miss, 0.73) needs_review: False -> False (ok, 0.13)
`risk_052`	Change risk	test	incorrect	risk: 0 -> 1 (miss, 0.64) needs_review: False -> False (ok, 0.04)
`risk_053`	Change risk	dev	incorrect	risk: 0 -> 1 (miss, 0.55) needs_review: False -> False (ok, 0.05)
`risk_054`	Change risk	test	incorrect	risk: 0 -> 1 (miss, 0.70) needs_review: False -> False (ok, 0.07)
`risk_055`	Change risk	dev	incorrect	risk: 0 -> 1 (miss, 0.56) needs_review: False -> False (ok, 0.06)
`risk_056`	Change risk	test	incorrect	risk: 0 -> 1 (miss, 0.57) needs_review: False -> False (ok, 0.07)
`risk_057`	Change risk	dev	incorrect	risk: 0 -> 1 (miss, 0.81) needs_review: False -> False (ok, 0.16)
`risk_058`	Change risk	test	incorrect	risk: 0 -> 1 (miss, 0.53) needs_review: False -> False (ok, 0.05)
`risk_059`	Change risk	dev	incorrect	risk: 0 -> 1 (miss, 0.56) needs_review: False -> False (ok, 0.05)
`risk_060`	Change risk	test	correct	risk: 1 -> 1 (ok, 0.68) needs_review: False -> False (ok, 0.07)
`risk_061`	Change risk	dev	correct	risk: 1 -> 1 (ok, 0.74) needs_review: False -> False (ok, 0.12)
`risk_062`	Change risk	test	correct	risk: 1 -> 1 (ok, 0.84) needs_review: False -> False (ok, 0.17)
`risk_063`	Change risk	dev	correct	risk: 1 -> 1 (ok, 0.84) needs_review: False -> False (ok, 0.13)
`risk_064`	Change risk	test	correct	risk: 1 -> 1 (ok, 0.82) needs_review: False -> False (ok, 0.30)
`risk_065`	Change risk	dev	correct	risk: 1 -> 1 (ok, 0.95) needs_review: False -> False (ok, 0.13)
`risk_066`	Change risk	test	correct	risk: 1 -> 1 (ok, 1.01) needs_review: False -> False (ok, 0.26)
`risk_067`	Change risk	dev	correct	risk: 1 -> 1 (ok, 0.78) needs_review: False -> False (ok, 0.09)
`risk_068`	Change risk	test	correct	risk: 1 -> 1 (ok, 0.75) needs_review: False -> False (ok, 0.13)
`risk_069`	Change risk	dev	correct	risk: 1 -> 1 (ok, 0.78) needs_review: False -> False (ok, 0.10)
`risk_070`	Change risk	test	correct	risk: 1 -> 1 (ok, 0.83) needs_review: False -> False (ok, 0.12)
`risk_071`	Change risk	dev	correct	risk: 2 -> 2 (ok, 2.08) needs_review: True -> True (ok, 0.83)
`risk_072`	Change risk	test	correct	risk: 2 -> 2 (ok, 1.51) needs_review: True -> True (ok, 0.67)
`risk_073`	Change risk	dev	incorrect	risk: 2 -> 1 (miss, 1.41) needs_review: True -> False (miss, 0.35)
`risk_074`	Change risk	test	correct	risk: 2 -> 2 (ok, 2.19) needs_review: True -> True (ok, 0.86)
`risk_075`	Change risk	dev	correct	risk: 2 -> 2 (ok, 2.33) needs_review: True -> True (ok, 0.88)
`risk_076`	Change risk	test	incorrect	risk: 2 -> 1 (miss, 0.92) needs_review: True -> False (miss, 0.17)
`risk_077`	Change risk	dev	correct	risk: 2 -> 2 (ok, 2.09) needs_review: True -> True (ok, 0.87)
`risk_078`	Change risk	test	correct	risk: 2 -> 2 (ok, 2.41) needs_review: True -> True (ok, 0.88)
`risk_079`	Change risk	dev	correct	risk: 2 -> 2 (ok, 2.03) needs_review: True -> True (ok, 0.85)
`risk_080`	Change risk	test	correct	risk: 2 -> 2 (ok, 1.85) needs_review: True -> True (ok, 0.83)
`risk_081`	Change risk	dev	incorrect	risk: 2 -> 1 (miss, 1.42) needs_review: True -> False (miss, 0.32)
`risk_082`	Change risk	test	incorrect	risk: 3 -> 2 (miss, 1.78) needs_review: True -> True (ok, 0.72)
`risk_083`	Change risk	dev	incorrect	risk: 3 -> 1 (miss, 1.06) needs_review: True -> False (miss, 0.22)
`risk_084`	Change risk	test	incorrect	risk: 3 -> 1 (miss, 0.93) needs_review: True -> False (miss, 0.13)
`risk_085`	Change risk	dev	correct	risk: 3 -> 3 (ok, 2.67) needs_review: True -> True (ok, 0.91)
`risk_086`	Change risk	test	correct	risk: 3 -> 3 (ok, 2.51) needs_review: True -> True (ok, 0.89)
`risk_087`	Change risk	dev	incorrect	risk: 3 -> 2 (miss, 1.85) needs_review: True -> True (ok, 0.72)
`risk_088`	Change risk	test	incorrect	risk: 3 -> 1 (miss, 1.00) needs_review: True -> False (miss, 0.22)
`risk_089`	Change risk	dev	incorrect	risk: 3 -> 2 (miss, 1.93) needs_review: True -> True (ok, 0.73)
`risk_090`	Change risk	test	incorrect	risk: 3 -> 2 (miss, 2.02) needs_review: True -> True (ok, 0.80)
`risk_091`	Change risk	dev	correct	risk: 3 -> 3 (ok, 2.53) needs_review: True -> True (ok, 0.92)
`risk_092`	Change risk	test	incorrect	risk: 3 -> 2 (miss, 2.45) needs_review: True -> True (ok, 0.80)
`routing_041`	Routing and ownership	dev	correct	owner: api -> api (ok, 0.96)
`routing_042`	Routing and ownership	test	correct	owner: api -> api (ok, 0.95)
`routing_043`	Routing and ownership	dev	correct	owner: api -> api (ok, 0.54)
`routing_044`	Routing and ownership	test	correct	owner: api -> api (ok, 0.82)
`routing_045`	Routing and ownership	dev	correct	owner: api -> api (ok, 0.74)
`routing_046`	Routing and ownership	test	correct	owner: api -> api (ok, 0.96)
`routing_047`	Routing and ownership	dev	correct	owner: api -> api (ok, 0.91)
`routing_048`	Routing and ownership	test	correct	owner: storage -> storage (ok, 0.98)
`routing_049`	Routing and ownership	dev	correct	owner: storage -> storage (ok, 0.97)
`routing_050`	Routing and ownership	test	correct	owner: storage -> storage (ok, 0.88)
`routing_051`	Routing and ownership	dev	correct	owner: storage -> storage (ok, 0.88)
`routing_052`	Routing and ownership	test	correct	owner: storage -> storage (ok, 0.98)
`routing_053`	Routing and ownership	dev	correct	owner: storage -> storage (ok, 0.94)
`routing_054`	Routing and ownership	test	correct	owner: storage -> storage (ok, 0.96)
`routing_055`	Routing and ownership	dev	correct	owner: ui -> ui (ok, 0.96)
`routing_056`	Routing and ownership	test	correct	owner: ui -> ui (ok, 0.93)
`routing_057`	Routing and ownership	dev	correct	owner: ui -> ui (ok, 0.88)
`routing_058`	Routing and ownership	test	correct	owner: ui -> ui (ok, 0.95)
`routing_059`	Routing and ownership	dev	correct	owner: ui -> ui (ok, 0.92)
`routing_060`	Routing and ownership	test	correct	owner: ui -> ui (ok, 0.87)
`routing_061`	Routing and ownership	dev	correct	owner: ui -> ui (ok, 0.92)
`routing_062`	Routing and ownership	test	correct	owner: infra -> infra (ok, 0.97)
`routing_063`	Routing and ownership	dev	correct	owner: infra -> infra (ok, 0.97)
`routing_064`	Routing and ownership	test	correct	owner: infra -> infra (ok, 0.96)
`routing_065`	Routing and ownership	dev	correct	owner: infra -> infra (ok, 0.83)
`routing_066`	Routing and ownership	test	correct	owner: infra -> infra (ok, 0.96)
`routing_067`	Routing and ownership	dev	correct	owner: infra -> infra (ok, 0.99)
`routing_068`	Routing and ownership	test	correct	owner: infra -> infra (ok, 0.94)
`routing_069`	Routing and ownership	dev	correct	owner: unclear -> unclear (ok, 0.59)
`routing_070`	Routing and ownership	test	correct	owner: unclear -> unclear (ok, 0.76)
`routing_071`	Routing and ownership	dev	correct	owner: unclear -> unclear (ok, 0.76)
`routing_072`	Routing and ownership	test	incorrect	owner: unclear -> infra (miss, 0.63)
`routing_073`	Routing and ownership	dev	correct	owner: unclear -> unclear (ok, 0.39)
`routing_074`	Routing and ownership	test	incorrect	owner: unclear -> infra (miss, 0.84)
`routing_075`	Routing and ownership	dev	correct	owner: unclear -> unclear (ok, 0.82)
`effort_041`	Effort and approach	dev	incorrect	effort: 0 -> 1 (miss, 0.78) approach: minimal_patch -> minimal_patch (ok, 0.88)
`effort_042`	Effort and approach	test	correct	effort: 1 -> 1 (ok, 1.12) approach: minimal_patch -> minimal_patch (ok, 0.88)
`effort_043`	Effort and approach	dev	correct	effort: 1 -> 1 (ok, 0.91) approach: minimal_patch -> minimal_patch (ok, 0.83)
`effort_044`	Effort and approach	test	incorrect	effort: 0 -> 1 (miss, 0.63) approach: minimal_patch -> minimal_patch (ok, 0.87)
`effort_045`	Effort and approach	dev	correct	effort: 1 -> 1 (ok, 0.95) approach: minimal_patch -> minimal_patch (ok, 0.84)
`effort_046`	Effort and approach	test	incorrect	effort: 0 -> 1 (miss, 1.02) approach: minimal_patch -> minimal_patch (ok, 0.92)
`effort_047`	Effort and approach	dev	correct	effort: 1 -> 1 (ok, 1.17) approach: minimal_patch -> minimal_patch (ok, 0.84)
`effort_048`	Effort and approach	test	incorrect	effort: 0 -> 1 (miss, 0.77) approach: minimal_patch -> minimal_patch (ok, 0.90)
`effort_049`	Effort and approach	dev	correct	effort: 0 -> 0 (ok, 0.48) approach: minimal_patch -> minimal_patch (ok, 0.87)
`effort_050`	Effort and approach	test	incorrect	effort: 1 -> 1 (ok, 1.21) approach: refactor -> new_component (miss, 0.43)
`effort_051`	Effort and approach	dev	correct	effort: 2 -> 2 (ok, 1.98) approach: refactor -> refactor (ok, 0.82)
`effort_052`	Effort and approach	test	incorrect	effort: 1 -> 2 (miss, 1.61) approach: refactor -> refactor (ok, 0.73)
`effort_053`	Effort and approach	dev	incorrect	effort: 1 -> 2 (miss, 1.75) approach: refactor -> refactor (ok, 0.46)
`effort_054`	Effort and approach	test	incorrect	effort: 1 -> 2 (miss, 1.77) approach: refactor -> refactor (ok, 0.50)
`effort_055`	Effort and approach	dev	incorrect	effort: 1 -> 2 (miss, 2.08) approach: refactor -> minimal_patch (miss, 0.43)
`effort_056`	Effort and approach	test	incorrect	effort: 2 -> 1 (miss, 1.47) approach: refactor -> refactor (ok, 0.76)
`effort_057`	Effort and approach	dev	correct	effort: 2 -> 2 (ok, 1.82) approach: refactor -> refactor (ok, 0.91)
`effort_058`	Effort and approach	test	incorrect	effort: 3 -> 2 (miss, 1.97) approach: refactor -> refactor (ok, 0.74)
`effort_059`	Effort and approach	dev	incorrect	effort: 2 -> 1 (miss, 1.39) approach: new_component -> minimal_patch (miss, 0.68)
`effort_060`	Effort and approach	test	incorrect	effort: 1 -> 1 (ok, 0.99) approach: new_component -> minimal_patch (miss, 0.60)
`effort_061`	Effort and approach	dev	correct	effort: 2 -> 2 (ok, 1.50) approach: new_component -> new_component (ok, 0.61)
`effort_062`	Effort and approach	test	incorrect	effort: 1 -> 2 (miss, 1.54) approach: new_component -> new_component (ok, 0.46)
`effort_063`	Effort and approach	dev	correct	effort: 2 -> 2 (ok, 1.51) approach: new_component -> new_component (ok, 0.51)
`effort_064`	Effort and approach	test	incorrect	effort: 3 -> 2 (miss, 1.96) approach: new_component -> new_component (ok, 0.91)
`effort_065`	Effort and approach	dev	incorrect	effort: 3 -> 2 (miss, 2.10) approach: new_component -> new_component (ok, 0.81)
`effort_066`	Effort and approach	test	incorrect	effort: 2 -> 1 (miss, 1.42) approach: new_component -> new_component (ok, 0.93)
`effort_067`	Effort and approach	dev	incorrect	effort: 1 -> 1 (ok, 1.01) approach: new_component -> minimal_patch (miss, 0.56)
`effort_068`	Effort and approach	test	incorrect	effort: 0 -> 1 (miss, 0.96) approach: ask_user -> minimal_patch (miss, 0.84)
`effort_069`	Effort and approach	dev	incorrect	effort: 0 -> 1 (miss, 0.94) approach: ask_user -> minimal_patch (miss, 0.85)
`effort_070`	Effort and approach	test	incorrect	effort: 1 -> 1 (ok, 1.35) approach: ask_user -> minimal_patch (miss, 0.70)
`effort_071`	Effort and approach	dev	incorrect	effort: 1 -> 2 (miss, 1.52) approach: ask_user -> ask_user (ok, 0.67)
`effort_072`	Effort and approach	test	incorrect	effort: 0 -> 1 (miss, 0.64) approach: ask_user -> minimal_patch (miss, 0.93)
`effort_073`	Effort and approach	dev	incorrect	effort: 1 -> 1 (ok, 1.17) approach: ask_user -> minimal_patch (miss, 0.78)
`effort_074`	Effort and approach	test	incorrect	effort: 0 -> 1 (miss, 0.61) approach: ask_user -> minimal_patch (miss, 0.86)
`effort_075`	Effort and approach	dev	incorrect	effort: 1 -> 1 (ok, 1.12) approach: ask_user -> minimal_patch (miss, 0.73)
`effort_076`	Effort and approach	test	incorrect	effort: 1 -> 2 (miss, 1.72) approach: ask_user -> ask_user (ok, 0.40)
`vnoul_001`	Vision: dominant colour, yes/no	test	correct	dominant_red: True -> True (ok, 0.97)
`vnoul_002`	Vision: dominant colour, yes/no	test	correct	dominant_red: False -> False (ok, 0.01)
`vnoul_003`	Vision: dominant colour, yes/no	dev	correct	dominant_red: False -> False (ok, 0.04)
`vnoul_004`	Vision: dominant colour, yes/no	dev	correct	dominant_red: True -> True (ok, 0.97)
`vnoul_005`	Vision: dominant colour, yes/no	test	correct	dominant_red: False -> False (ok, 0.07)
`vnoul_006`	Vision: dominant colour, yes/no	test	correct	dominant_red: True -> True (ok, 0.86)
`vnoul_007`	Vision: dominant colour, yes/no	dev	correct	dominant_red: True -> True (ok, 0.83)
`vnoul_008`	Vision: dominant colour, yes/no	dev	correct	dominant_red: False -> False (ok, 0.01)
`vchoice_001`	Vision: dominant colour, choice	test	correct	dominant_colour: red -> red (ok, 0.98)
`vchoice_002`	Vision: dominant colour, choice	test	correct	dominant_colour: green -> green (ok, 0.97)
`vchoice_003`	Vision: dominant colour, choice	test	correct	dominant_colour: blue -> blue (ok, 0.95)
`vchoice_004`	Vision: dominant colour, choice	test	correct	dominant_colour: mixed -> mixed (ok, 0.88)
`vchoice_005`	Vision: dominant colour, choice	dev	correct	dominant_colour: red -> red (ok, 0.98)
`vchoice_006`	Vision: dominant colour, choice	dev	correct	dominant_colour: green -> green (ok, 0.97)
`vchoice_007`	Vision: dominant colour, choice	dev	correct	dominant_colour: blue -> blue (ok, 0.95)
`vchoice_008`	Vision: dominant colour, choice	dev	correct	dominant_colour: mixed -> mixed (ok, 0.88)
`vscore_001`	Vision: alert level, score	test	correct	alert_level: 0 -> 0 (ok, 0.06)
`vscore_002`	Vision: alert level, score	test	correct	alert_level: 1 -> 1 (ok, 1.09)
`vscore_003`	Vision: alert level, score	test	correct	alert_level: 2 -> 2 (ok, 1.97)
`vscore_004`	Vision: alert level, score	test	correct	alert_level: 3 -> 3 (ok, 2.90)
`vscore_005`	Vision: alert level, score	dev	correct	alert_level: 0 -> 0 (ok, 0.14)
`vscore_006`	Vision: alert level, score	dev	correct	alert_level: 1 -> 1 (ok, 0.99)
`vscore_007`	Vision: alert level, score	dev	correct	alert_level: 2 -> 2 (ok, 1.87)
`vscore_008`	Vision: alert level, score	dev	correct	alert_level: 3 -> 3 (ok, 2.75)
`vvideo_001`	Vision: colour change across frames	test	correct	colour_changed: True -> True (ok, 0.95)
`vvideo_002`	Vision: colour change across frames	test	correct	colour_changed: False -> False (ok, 0.10)
`vvideo_003`	Vision: colour change across frames	dev	correct	colour_changed: False -> False (ok, 0.06)
`vvideo_004`	Vision: colour change across frames	dev	correct	colour_changed: True -> True (ok, 0.94)
`vvideo_005`	Vision: colour change across frames	test	correct	colour_changed: True -> True (ok, 0.79)
`vvideo_006`	Vision: colour change across frames	test	correct	colour_changed: False -> False (ok, 0.10)
`vvideo_007`	Vision: colour change across frames	dev	correct	colour_changed: True -> True (ok, 0.95)
`vvideo_008`	Vision: colour change across frames	dev	correct	colour_changed: False -> False (ok, 0.11)
`tag_assignment-code-tools-mcpvault`	Tag assignment	dev	incorrect	domain/tooling: True -> False (miss, 0.29) layer/infra: True -> False (miss, 0.06) type/code: True -> False (miss, 0.15) type/decision: False -> False (ok, 0.15) type/design: False -> False (ok, 0.06) type/discovery: False -> False (ok, 0.04) type/moc: False -> False (ok, 0.12) type/reference: False -> False (ok, 0.07) type/session-log: False -> False (ok, 0.08) type/spec: False -> False (ok, 0.20) type/system: False -> False (ok, 0.06)
`tag_assignment-design-horror-register`	Tag assignment	test	incorrect	concept/horror: True -> True (ok, 0.91) domain/narrative: True -> True (ok, 0.92) type/code: False -> False (ok, 0.02) type/decision: False -> False (ok, 0.06) type/design: True -> False (miss, 0.44) type/discovery: False -> False (ok, 0.02) type/principle: False -> False (ok, 0.31) type/reference: False -> False (ok, 0.14) type/session-log: False -> False (ok, 0.01) type/spec: False -> False (ok, 0.11) type/system: False -> False (ok, 0.03)
`tag_assignment-governance-tech-stack-review`	Tag assignment	dev	incorrect	domain/governance: True -> False (miss, 0.30) type/code: False -> False (ok, 0.24) type/decision: False -> False (ok, 0.34) type/design: False -> False (ok, 0.04) type/discovery: False -> False (ok, 0.03) type/moc: False -> False (ok, 0.03) type/principle: True -> False (miss, 0.05) type/reference: False -> True (miss, 0.65) type/spec: False -> False (ok, 0.07) type/vision: False -> False (ok, 0.05)
`tag_assignment-decisions-noisehelper-utility-class-design`	Tag assignment	dev	incorrect	domain/tooling: True -> False (miss, 0.16) domain/world: True -> False (miss, 0.35) layer/gdscript: True -> True (ok, 0.67) status/reviewed: True -> True (ok, 0.84) type/code: False -> True (miss, 0.97) type/decision: True -> False (miss, 0.27) type/design: False -> False (ok, 0.05) type/moc: False -> False (ok, 0.02) type/principle: False -> False (ok, 0.02) type/reference: False -> False (ok, 0.03) type/session-log: False -> False (ok, 0.16) type/spec: False -> False (ok, 0.15) type/vision: False -> False (ok, 0.01)
`tag_assignment-design-disturbance-system`	Tag assignment	test	incorrect	concept/disturbance: True -> True (ok, 0.90) domain/world: True -> False (miss, 0.19) type/code: False -> True (miss, 0.63) type/decision: False -> False (ok, 0.08) type/design: True -> False (miss, 0.47) type/discovery: False -> False (ok, 0.01) type/moc: False -> False (ok, 0.03) type/principle: False -> False (ok, 0.30) type/session-log: False -> False (ok, 0.01) type/spec: False -> True (miss, 0.55) type/vision: False -> False (ok, 0.04)
`tag_assignment-decisions-implementation-choices-and-architecture-decisions`	Tag assignment	dev	incorrect	domain/governance: True -> True (ok, 0.70) type/code: False -> True (miss, 0.61) type/decision: True -> False (miss, 0.09) type/discovery: False -> False (ok, 0.03) type/moc: False -> False (ok, 0.02) type/principle: False -> True (miss, 0.74) type/reference: False -> False (ok, 0.03) type/session-log: False -> False (ok, 0.02) type/system: False -> False (ok, 0.04) type/vision: False -> False (ok, 0.04)
`tag_assignment-governance-phased-spec`	Tag assignment	test	incorrect	domain/governance: True -> True (ok, 0.79) type/code: False -> False (ok, 0.03) type/decision: False -> False (ok, 0.03) type/design: False -> False (ok, 0.03) type/principle: True -> False (miss, 0.12) type/reference: False -> False (ok, 0.12) type/session-log: False -> False (ok, 0.01) type/spec: False -> False (ok, 0.17) type/system: False -> False (ok, 0.01) type/vision: False -> False (ok, 0.03)
`tag_assignment-design-controls`	Tag assignment	dev	incorrect	domain/player: True -> True (ok, 0.97) type/code: False -> False (ok, 0.03) type/decision: False -> False (ok, 0.07) type/design: True -> False (miss, 0.46) type/discovery: False -> False (ok, 0.01) type/moc: False -> False (ok, 0.04) type/principle: False -> False (ok, 0.04) type/reference: False -> False (ok, 0.02) type/session-log: False -> False (ok, 0.01) type/system: False -> False (ok, 0.11)
`tag_assignment-sessions-spec-099-sfx-pipeline-implementation-apr-25-2026`	Tag assignment	dev	incorrect	domain/audio: True -> True (ok, 0.80) status/reviewed: True -> False (miss, 0.25) type/decision: False -> False (ok, 0.03) type/discovery: False -> False (ok, 0.44) type/moc: False -> False (ok, 0.04) type/principle: False -> False (ok, 0.01) type/reference: False -> False (ok, 0.02) type/session-log: True -> True (ok, 0.96) type/spec: False -> False (ok, 0.18) type/system: False -> False (ok, 0.08) type/vision: False -> False (ok, 0.01)
`tag_assignment-systems-audio-buses`	Tag assignment	test	incorrect	domain/audio: True -> True (ok, 0.94) layer/gdscript: True -> False (miss, 0.15) status/reviewed: True -> False (miss, 0.35) type/decision: False -> False (ok, 0.03) type/design: False -> False (ok, 0.03) type/moc: False -> False (ok, 0.17) type/principle: False -> False (ok, 0.02) type/reference: False -> False (ok, 0.05) type/session-log: False -> False (ok, 0.01) type/spec: False -> False (ok, 0.28) type/system: True -> False (miss, 0.42) type/vision: False -> False (ok, 0.02)
`tag_assignment-code-tools-development-workbench`	Tag assignment	dev	incorrect	domain/governance: True -> False (miss, 0.30) domain/tooling: True -> True (ok, 0.78) type/code: True -> False (miss, 0.16) type/decision: False -> False (ok, 0.03) type/discovery: False -> False (ok, 0.01) type/principle: False -> False (ok, 0.04) type/reference: False -> False (ok, 0.11) type/session-log: False -> False (ok, 0.02) type/spec: False -> False (ok, 0.08) type/system: False -> False (ok, 0.06) type/vision: False -> False (ok, 0.08)
`tag_assignment-design-the-temporal-fracture`	Tag assignment	test	incorrect	concept/ephemeral-world: True -> True (ok, 0.52) concept/horror: True -> False (miss, 0.30) domain/world: True -> True (ok, 0.80) type/code: False -> False (ok, 0.02) type/decision: False -> False (ok, 0.04) type/design: True -> True (ok, 0.96) type/discovery: False -> False (ok, 0.03) type/principle: False -> False (ok, 0.01) type/reference: False -> False (ok, 0.05) type/session-log: False -> False (ok, 0.01) type/spec: False -> False (ok, 0.10) type/system: False -> False (ok, 0.03)
`tag_assignment-decisions-splash-screen-signal-scope`	Tag assignment	dev	incorrect	domain/governance: True -> False (miss, 0.34) layer/gdscript: True -> False (miss, 0.27) status/reviewed: True -> False (miss, 0.47) type/code: False -> True (miss, 0.96) type/decision: True -> True (ok, 0.53) type/discovery: False -> False (ok, 0.04) type/moc: False -> False (ok, 0.01) type/principle: False -> False (ok, 0.07) type/reference: False -> False (ok, 0.03) type/spec: False -> False (ok, 0.09) type/system: False -> False (ok, 0.03) type/vision: False -> False (ok, 0.01)
`tag_assignment-narrative-ktlk-gary-character-case-study`	Tag assignment	dev	incorrect	domain/audio: True -> True (ok, 0.90) domain/narrative: True -> True (ok, 0.89) type/decision: False -> False (ok, 0.04) type/design: True -> False (miss, 0.21) type/discovery: False -> False (ok, 0.02) type/moc: False -> False (ok, 0.35) type/reference: False -> False (ok, 0.02) type/session-log: False -> False (ok, 0.02) type/spec: False -> False (ok, 0.42) type/system: False -> False (ok, 0.18) type/vision: False -> False (ok, 0.04)
`tag_assignment-discoveries-sub-file-spec-status-drift-in-completed-specs`	Tag assignment	dev	incorrect	domain/governance: True -> False (miss, 0.35) domain/tooling: True -> False (miss, 0.30) layer/infra: True -> False (miss, 0.03) status/reviewed: True -> False (miss, 0.04) type/code: False -> False (ok, 0.22) type/decision: False -> False (ok, 0.02) type/design: False -> False (ok, 0.01) type/discovery: True -> False (miss, 0.33) type/moc: False -> False (ok, 0.01) type/reference: False -> False (ok, 0.01) type/spec: False -> False (ok, 0.12) type/system: False -> False (ok, 0.02) type/vision: False -> False (ok, 0.01)
`tag_assignment-reference-autonomous-company-slack-app-kill-switch-runbook`	Tag assignment	test	incorrect	type/code: False -> False (ok, 0.09) type/decision: False -> False (ok, 0.05) type/design: False -> False (ok, 0.03) type/discovery: False -> False (ok, 0.05) type/moc: False -> False (ok, 0.03) type/reference: True -> False (miss, 0.04) type/session-log: False -> False (ok, 0.12) type/spec: False -> False (ok, 0.39) type/system: False -> False (ok, 0.11)
`tag_assignment-sessions-spec-149-implementation-session-may-22-2026`	Tag assignment	dev	incorrect	domain/tooling: True -> False (miss, 0.09) status/draft: True -> False (miss, 0.06) type/code: False -> False (ok, 0.40) type/decision: False -> False (ok, 0.11) type/design: False -> False (ok, 0.04) type/discovery: False -> False (ok, 0.03) type/principle: False -> False (ok, 0.02) type/reference: False -> False (ok, 0.07) type/session-log: True -> False (miss, 0.27) type/spec: False -> False (ok, 0.16) type/system: False -> False (ok, 0.28)
`tag_assignment-code-tools-music-pipeline`	Tag assignment	test	correct	domain/audio: True -> True (ok, 0.83) domain/tooling: True -> True (ok, 0.84) layer/python: True -> True (ok, 0.83) type/code: True -> True (ok, 0.52) type/decision: False -> False (ok, 0.04) type/design: False -> False (ok, 0.06) type/discovery: False -> False (ok, 0.02) type/moc: False -> False (ok, 0.22) type/principle: False -> False (ok, 0.02) type/reference: False -> False (ok, 0.04) type/session-log: False -> False (ok, 0.02) type/vision: False -> False (ok, 0.04)
`tag_assignment-decisions-windows-msi-as-primary-distribution-format`	Tag assignment	dev	incorrect	domain/tooling: True -> True (ok, 0.64) status/reviewed: True -> True (ok, 0.52) type/code: False -> False (ok, 0.24) type/decision: True -> False (miss, 0.21) type/design: False -> False (ok, 0.01) type/discovery: False -> False (ok, 0.29) type/moc: False -> False (ok, 0.01) type/principle: False -> False (ok, 0.01) type/reference: False -> False (ok, 0.03) type/system: False -> False (ok, 0.03) type/vision: False -> False (ok, 0.04)
`tag_assignment-discoveries-interior-camera-spatial-reference-points`	Tag assignment	test	incorrect	domain/vehicle: True -> False (miss, 0.45) status/draft: True -> False (miss, 0.18) type/code: False -> False (ok, 0.18) type/decision: False -> False (ok, 0.05) type/discovery: True -> True (ok, 0.92) type/principle: False -> False (ok, 0.01) type/reference: False -> False (ok, 0.03) type/session-log: False -> False (ok, 0.02) type/spec: False -> False (ok, 0.25) type/system: False -> False (ok, 0.04) type/vision: False -> False (ok, 0.01)
`tag_assignment-reference-autonomous-company-drift-detection-and-audit-mechanics`	Tag assignment	test	incorrect	domain/governance: True -> False (miss, 0.45) domain/tooling: True -> False (miss, 0.49) status/draft: True -> False (miss, 0.17) type/code: False -> False (ok, 0.25) type/decision: False -> False (ok, 0.03) type/discovery: False -> False (ok, 0.02) type/moc: False -> False (ok, 0.02) type/principle: False -> False (ok, 0.12) type/reference: True -> False (miss, 0.31) type/session-log: False -> False (ok, 0.03) type/spec: False -> False (ok, 0.21) type/vision: False -> False (ok, 0.06)
`tag_assignment-sessions-spec-088-implementation-session`	Tag assignment	dev	incorrect	domain/governance: True -> False (miss, 0.18) domain/tooling: True -> False (miss, 0.45) layer/infra: True -> False (miss, 0.16) status/reviewed: True -> False (miss, 0.16) type/code: False -> False (ok, 0.14) type/decision: False -> False (ok, 0.04) type/discovery: False -> False (ok, 0.13) type/moc: False -> False (ok, 0.05) type/principle: False -> False (ok, 0.03) type/reference: False -> False (ok, 0.03) type/session-log: True -> False (miss, 0.44) type/spec: False -> False (ok, 0.13) type/vision: False -> False (ok, 0.02)
`tag_assignment-code-generation-subsystem-pairs`	Tag assignment	test	incorrect	concept/procedural: True -> False (miss, 0.22) domain/world: True -> False (miss, 0.34) type/code: True -> True (ok, 0.96) type/decision: False -> False (ok, 0.03) type/design: False -> False (ok, 0.04) type/discovery: False -> False (ok, 0.02) type/moc: False -> False (ok, 0.10) type/principle: False -> False (ok, 0.04) type/reference: False -> False (ok, 0.04) type/session-log: False -> False (ok, 0.01) type/vision: False -> False (ok, 0.03)
`tag_assignment-design-anomalies`	Tag assignment	test	incorrect	domain/anomalies: True -> True (ok, 0.95) type/code: False -> False (ok, 0.04) type/decision: False -> False (ok, 0.14) type/design: True -> False (miss, 0.43) type/moc: False -> False (ok, 0.05) type/principle: False -> False (ok, 0.03) type/reference: False -> False (ok, 0.05) type/spec: False -> False (ok, 0.48) type/system: False -> False (ok, 0.08) type/vision: False -> False (ok, 0.03)
`tag_assignment-discoveries-pre-commit-hook-unpublished-asset-block-is-full-tree-not-staged-file`	Tag assignment	dev	incorrect	domain/tooling: True -> True (ok, 0.81) status/draft: True -> False (miss, 0.08) type/code: False -> False (ok, 0.49) type/design: False -> False (ok, 0.01) type/discovery: True -> True (ok, 0.89) type/moc: False -> False (ok, 0.01) type/principle: False -> False (ok, 0.04) type/session-log: False -> False (ok, 0.07) type/spec: False -> False (ok, 0.07) type/system: False -> False (ok, 0.06) type/vision: False -> False (ok, 0.01)
`tag_assignment-governance-component-semver-policy`	Tag assignment	test	incorrect	domain/governance: True -> True (ok, 0.85) type/code: False -> False (ok, 0.49) type/decision: False -> False (ok, 0.02) type/design: False -> False (ok, 0.01) type/moc: False -> False (ok, 0.03) type/principle: False -> True (miss, 0.66) type/reference: True -> False (miss, 0.02) type/session-log: False -> False (ok, 0.01) type/spec: False -> False (ok, 0.10) type/vision: False -> False (ok, 0.01)
`tag_assignment-sessions-spawn-collision-mirror-mesh-visibility-and-glb-node-discovery-jun-06-2026`	Tag assignment	test	incorrect	domain/vehicle: True -> True (ok, 0.92) type/code: False -> True (miss, 0.71) type/decision: False -> False (ok, 0.04) type/design: False -> False (ok, 0.02) type/discovery: False -> False (ok, 0.37) type/moc: False -> False (ok, 0.02) type/reference: False -> False (ok, 0.02) type/session-log: True -> False (miss, 0.06) type/spec: False -> False (ok, 0.10) type/vision: False -> False (ok, 0.01)
`tag_assignment-systems-audio-world-audio`	Tag assignment	test	incorrect	domain/audio: True -> True (ok, 0.94) type/code: False -> False (ok, 0.42) type/decision: False -> False (ok, 0.03) type/design: False -> False (ok, 0.12) type/moc: False -> False (ok, 0.43) type/principle: False -> False (ok, 0.01) type/reference: False -> False (ok, 0.04) type/session-log: False -> False (ok, 0.02) type/spec: False -> True (miss, 0.72) type/system: True -> True (ok, 0.60)
`tag_assignment-code-code-conventions`	Tag assignment	test	incorrect	domain/tooling: True -> False (miss, 0.35) layer/gdscript: True -> True (ok, 0.90) type/code: True -> True (ok, 0.97) type/decision: False -> False (ok, 0.02) type/design: False -> False (ok, 0.02) type/discovery: False -> False (ok, 0.01) type/principle: False -> False (ok, 0.29) type/reference: False -> False (ok, 0.04) type/session-log: False -> False (ok, 0.01) type/system: False -> False (ok, 0.04) type/vision: False -> False (ok, 0.02)
`tag_assignment-decisions-interior-interaction-detection-shapecast3d`	Tag assignment	test	incorrect	domain/player: True -> False (miss, 0.24) domain/vehicle: True -> True (ok, 0.59) layer/gdscript: True -> True (ok, 0.66) status/reviewed: True -> True (ok, 0.79) type/code: False -> False (ok, 0.45) type/decision: True -> True (ok, 0.52) type/design: False -> False (ok, 0.03) type/discovery: False -> True (miss, 0.69) type/moc: False -> False (ok, 0.01) type/principle: False -> False (ok, 0.01) type/session-log: False -> False (ok, 0.05) type/spec: False -> False (ok, 0.16) type/vision: False -> False (ok, 0.02)
`tag_assignment-design-world-model`	Tag assignment	dev	correct	domain/world: True -> True (ok, 0.91) type/code: False -> False (ok, 0.02) type/decision: False -> False (ok, 0.17) type/design: True -> True (ok, 0.97) type/discovery: False -> False (ok, 0.01) type/moc: False -> False (ok, 0.03) type/reference: False -> False (ok, 0.02) type/spec: False -> False (ok, 0.06) type/system: False -> False (ok, 0.02) type/vision: False -> False (ok, 0.06)
`tag_assignment-discoveries-high-center-root-cause`	Tag assignment	dev	incorrect	domain/vehicle: True -> True (ok, 0.93) type/code: False -> False (ok, 0.12) type/decision: False -> False (ok, 0.06) type/discovery: True -> False (miss, 0.50) type/moc: False -> False (ok, 0.02) type/principle: False -> False (ok, 0.01) type/reference: False -> False (ok, 0.02) type/session-log: False -> False (ok, 0.02) type/spec: False -> False (ok, 0.21) type/vision: False -> False (ok, 0.01)
`tag_assignment-reference-autonomous-company-autonomous-company-operations-reference`	Tag assignment	dev	incorrect	type/code: False -> False (ok, 0.18) type/decision: False -> False (ok, 0.04) type/design: False -> False (ok, 0.05) type/moc: False -> False (ok, 0.08) type/principle: False -> False (ok, 0.04) type/reference: True -> False (miss, 0.22) type/session-log: False -> False (ok, 0.15) type/spec: False -> True (miss, 0.52) type/system: False -> False (ok, 0.44)
`tag_assignment-systems-audio-car-radio`	Tag assignment	test	incorrect	concept/diegetic: True -> True (ok, 0.81) domain/audio: True -> True (ok, 0.97) domain/vehicle: True -> False (miss, 0.24) type/code: False -> False (ok, 0.39) type/decision: False -> False (ok, 0.03) type/design: False -> False (ok, 0.29) type/moc: False -> False (ok, 0.46) type/principle: False -> False (ok, 0.02) type/reference: False -> False (ok, 0.02) type/spec: False -> True (miss, 0.79) type/system: True -> True (ok, 0.95) type/vision: False -> False (ok, 0.04)
`tag_assignment-code-tools-vault-audit`	Tag assignment	test	incorrect	concept/governance: True -> False (miss, 0.10) domain/governance: True -> False (miss, 0.24) domain/tooling: True -> True (ok, 0.62) layer/infra: True -> False (miss, 0.33) status/reviewed: True -> False (miss, 0.10) type/code: True -> False (miss, 0.46) type/design: False -> False (ok, 0.05) type/discovery: False -> False (ok, 0.05) type/moc: False -> False (ok, 0.05) type/principle: False -> False (ok, 0.07) type/reference: False -> False (ok, 0.05) type/session-log: False -> False (ok, 0.02) type/spec: False -> False (ok, 0.22) type/vision: False -> False (ok, 0.04)
`tag_assignment-decisions-autonomous-company-agent-runtime-selection`	Tag assignment	test	incorrect	domain/governance: True -> False (miss, 0.07) domain/tooling: True -> False (miss, 0.14) layer/infra: True -> True (ok, 0.53) status/reviewed: True -> True (ok, 0.88) type/decision: True -> True (ok, 0.96) type/design: False -> False (ok, 0.01) type/discovery: False -> False (ok, 0.02) type/moc: False -> False (ok, 0.01) type/principle: False -> False (ok, 0.01) type/session-log: False -> False (ok, 0.01) type/spec: False -> False (ok, 0.07) type/system: False -> False (ok, 0.04) type/vision: False -> False (ok, 0.18)
`tag_assignment-discoveries-vault-graph-health-auto-fix-indentation-and-inline-related-constraint`	Tag assignment	test	incorrect	domain/tooling: True -> False (miss, 0.46) status/reviewed: True -> False (miss, 0.11) type/decision: False -> False (ok, 0.02) type/discovery: True -> True (ok, 0.86) type/moc: False -> False (ok, 0.01) type/principle: False -> False (ok, 0.01) type/reference: False -> False (ok, 0.02) type/session-log: False -> False (ok, 0.02) type/spec: False -> False (ok, 0.03) type/system: False -> False (ok, 0.04) type/vision: False -> False (ok, 0.00)
`tag_assignment-reference-open-questions`	Tag assignment	test	correct	type/code: False -> False (ok, 0.05) type/decision: False -> False (ok, 0.02) type/design: False -> False (ok, 0.16) type/discovery: False -> False (ok, 0.30) type/reference: True -> True (ok, 0.51) type/session-log: False -> False (ok, 0.02) type/spec: False -> False (ok, 0.07) type/system: False -> False (ok, 0.03) type/vision: False -> False (ok, 0.04)
`tag_assignment-systems-vehicle-destruction`	Tag assignment	test	incorrect	concept/contamination: True -> True (ok, 0.76) domain/vehicle: True -> True (ok, 0.83) type/code: False -> True (miss, 0.52) type/decision: False -> False (ok, 0.03) type/design: False -> False (ok, 0.11) type/moc: False -> False (ok, 0.04) type/principle: False -> False (ok, 0.02) type/session-log: False -> False (ok, 0.03) type/spec: False -> False (ok, 0.25) type/system: True -> False (miss, 0.28) type/vision: False -> False (ok, 0.03)
`tag_assignment-code-build-system`	Tag assignment	test	incorrect	domain/tooling: True -> True (ok, 0.72) layer/infra: True -> True (ok, 0.90) type/code: True -> False (miss, 0.31) type/decision: False -> False (ok, 0.02) type/design: False -> False (ok, 0.01) type/discovery: False -> False (ok, 0.02) type/moc: False -> False (ok, 0.03) type/principle: False -> False (ok, 0.25) type/reference: False -> False (ok, 0.09) type/spec: False -> False (ok, 0.16) type/vision: False -> False (ok, 0.01)
`tag_assignment-decisions-reciprocal-exemption-for-bidirectional-ratio`	Tag assignment	test	incorrect	domain/tooling: True -> True (ok, 0.59) status/draft: True -> False (miss, 0.08) type/code: False -> False (ok, 0.38) type/decision: True -> False (miss, 0.06) type/design: False -> False (ok, 0.03) type/discovery: False -> False (ok, 0.07) type/principle: False -> False (ok, 0.02) type/reference: False -> False (ok, 0.05) type/spec: False -> False (ok, 0.21) type/system: False -> False (ok, 0.32) type/vision: False -> False (ok, 0.01)
`tag_assignment-discoveries-appimage-action-deprecation-and-ci-portability-fixes`	Tag assignment	test	incorrect	domain/tooling: True -> True (ok, 0.67) status/draft: True -> False (miss, 0.03) type/code: False -> False (ok, 0.34) type/decision: False -> False (ok, 0.02) type/discovery: True -> False (miss, 0.05) type/principle: False -> False (ok, 0.01) type/reference: False -> False (ok, 0.02) type/session-log: False -> False (ok, 0.02) type/spec: False -> False (ok, 0.03) type/system: False -> False (ok, 0.03) type/vision: False -> False (ok, 0.01)
`tag_assignment-art-vehicle-samba-interior`	Tag assignment	dev	incorrect	domain/art: True -> True (ok, 0.93) type/code: False -> False (ok, 0.02) type/decision: False -> False (ok, 0.04) type/discovery: False -> False (ok, 0.06) type/moc: False -> False (ok, 0.05) type/principle: False -> False (ok, 0.36) type/reference: True -> False (miss, 0.04) type/session-log: False -> False (ok, 0.01) type/spec: False -> False (ok, 0.39) type/system: False -> False (ok, 0.06)
`tag_assignment-sessions-persona-thread-echo-and-vault-mcp-debugging-may-31-2026`	Tag assignment	dev	incorrect	domain/tooling: True -> False (miss, 0.13) status/reviewed: True -> True (ok, 0.66) type/code: False -> True (miss, 0.56) type/decision: False -> False (ok, 0.06) type/discovery: False -> False (ok, 0.16) type/moc: False -> False (ok, 0.01) type/principle: False -> False (ok, 0.01) type/session-log: True -> True (ok, 0.71) type/spec: False -> False (ok, 0.06) type/system: False -> False (ok, 0.13) type/vision: False -> False (ok, 0.02)
`tag_assignment-systems-audio-overview`	Tag assignment	dev	incorrect	domain/audio: True -> True (ok, 0.94) type/code: False -> False (ok, 0.26) type/decision: False -> False (ok, 0.09) type/discovery: False -> False (ok, 0.20) type/moc: False -> True (miss, 0.64) type/principle: False -> False (ok, 0.09) type/session-log: False -> False (ok, 0.01) type/spec: False -> False (ok, 0.43) type/system: True -> False (miss, 0.13) type/vision: False -> False (ok, 0.08)
`tag_assignment-code-rust-core`	Tag assignment	test	incorrect	domain/tooling: True -> False (miss, 0.11) layer/rust-core: True -> True (ok, 0.95) type/code: True -> True (ok, 0.87) type/decision: False -> False (ok, 0.09) type/design: False -> False (ok, 0.06) type/discovery: False -> False (ok, 0.01) type/moc: False -> False (ok, 0.11) type/principle: False -> False (ok, 0.36) type/session-log: False -> False (ok, 0.01) type/system: False -> False (ok, 0.17) type/vision: False -> False (ok, 0.04)
`tag_assignment-decisions-linux-release-architecture-ci-topology-and-platform-independence`	Tag assignment	dev	correct	domain/tooling: True -> True (ok, 0.60) status/reviewed: True -> True (ok, 0.60) type/code: False -> False (ok, 0.09) type/decision: True -> True (ok, 0.93) type/design: False -> False (ok, 0.01) type/discovery: False -> False (ok, 0.05) type/moc: False -> False (ok, 0.01) type/principle: False -> False (ok, 0.02) type/reference: False -> False (ok, 0.04) type/session-log: False -> False (ok, 0.03) type/vision: False -> False (ok, 0.04)
`tag_assignment-discoveries-host-tools-mcp-server-launchd-lifecycle`	Tag assignment	dev	incorrect	domain/tooling: True -> False (miss, 0.20) status/draft: True -> False (miss, 0.10) type/code: False -> True (miss, 0.74) type/decision: False -> False (ok, 0.14) type/discovery: True -> False (miss, 0.25) type/principle: False -> False (ok, 0.03) type/reference: False -> False (ok, 0.02) type/session-log: False -> False (ok, 0.02) type/spec: False -> False (ok, 0.18) type/system: False -> False (ok, 0.17) type/vision: False -> False (ok, 0.02)
`tag_assignment-art-vehicle-samba-exterior`	Tag assignment	test	incorrect	domain/art: True -> True (ok, 0.93) type/design: False -> False (ok, 0.06) type/discovery: False -> False (ok, 0.03) type/moc: False -> False (ok, 0.06) type/principle: False -> False (ok, 0.04) type/reference: True -> False (miss, 0.03) type/session-log: False -> False (ok, 0.01) type/spec: False -> True (miss, 0.66) type/system: False -> False (ok, 0.05) type/vision: False -> False (ok, 0.02)
`tag_assignment-sessions-spec-098-weather-effects-implementation-apr-25-2026`	Tag assignment	test	incorrect	domain/audio: True -> True (ok, 0.80) layer/gdscript: True -> False (miss, 0.23) status/reviewed: True -> False (miss, 0.48) type/code: False -> False (ok, 0.35) type/design: False -> False (ok, 0.03) type/discovery: False -> False (ok, 0.29) type/moc: False -> False (ok, 0.07) type/principle: False -> False (ok, 0.01) type/session-log: True -> True (ok, 0.89) type/spec: False -> False (ok, 0.12) type/system: False -> False (ok, 0.33) type/vision: False -> False (ok, 0.02)
`tag_assignment-systems-vehicle-dashboard`	Tag assignment	test	incorrect	concept/diegetic: True -> True (ok, 0.84) domain/vehicle: True -> True (ok, 0.97) type/decision: False -> False (ok, 0.15) type/design: False -> True (miss, 0.61) type/discovery: False -> False (ok, 0.05) type/moc: False -> False (ok, 0.06) type/principle: False -> False (ok, 0.42) type/session-log: False -> False (ok, 0.02) type/spec: False -> False (ok, 0.24) type/system: True -> False (miss, 0.25) type/vision: False -> False (ok, 0.04)
`tag_assignment-design-core-mechanics`	Tag assignment	dev	incorrect	domain/player: True -> True (ok, 0.72) domain/vehicle: True -> True (ok, 0.79) domain/world: True -> False (miss, 0.07) type/code: False -> False (ok, 0.05) type/design: True -> False (miss, 0.37) type/discovery: False -> False (ok, 0.02) type/principle: False -> False (ok, 0.18) type/reference: False -> False (ok, 0.09) type/session-log: False -> False (ok, 0.01) type/spec: False -> True (miss, 0.62) type/system: False -> False (ok, 0.15) type/vision: False -> False (ok, 0.08)
`tag_assignment-discoveries-spec-156-ci-tooling-gotchas`	Tag assignment	test	incorrect	domain/governance: True -> False (miss, 0.04) domain/tooling: True -> True (ok, 0.96) type/code: False -> False (ok, 0.42) type/decision: False -> False (ok, 0.01) type/design: False -> False (ok, 0.01) type/discovery: True -> False (miss, 0.48) type/principle: False -> False (ok, 0.01) type/reference: False -> False (ok, 0.01) type/session-log: False -> False (ok, 0.05) type/spec: False -> False (ok, 0.31) type/system: False -> False (ok, 0.02)
`tag_assignment-reference-decision-log`	Tag assignment	dev	incorrect	domain/governance: True -> False (miss, 0.49) type/code: False -> False (ok, 0.03) type/decision: False -> False (ok, 0.11) type/design: False -> False (ok, 0.02) type/discovery: False -> False (ok, 0.01) type/principle: False -> False (ok, 0.33) type/reference: True -> True (ok, 0.81) type/spec: False -> False (ok, 0.30) type/system: False -> False (ok, 0.01) type/vision: False -> False (ok, 0.03)
`tag_assignment-systems-storm`	Tag assignment	dev	incorrect	concept/disturbance: True -> True (ok, 0.78) concept/horror: True -> True (ok, 0.71) domain/world: True -> False (miss, 0.36) type/decision: False -> False (ok, 0.05) type/discovery: False -> False (ok, 0.03) type/moc: False -> False (ok, 0.07) type/principle: False -> False (ok, 0.02) type/reference: False -> False (ok, 0.19) type/session-log: False -> False (ok, 0.01) type/spec: False -> True (miss, 0.53) type/system: True -> False (miss, 0.27) type/vision: False -> False (ok, 0.08)
`tag_assignment-code-tools-agent-skills-mcp`	Tag assignment	test	incorrect	domain/governance: True -> False (miss, 0.09) domain/tooling: True -> True (ok, 0.82) type/code: True -> False (miss, 0.40) type/decision: False -> False (ok, 0.02) type/design: False -> False (ok, 0.02) type/discovery: False -> False (ok, 0.01) type/moc: False -> False (ok, 0.11) type/principle: False -> False (ok, 0.02) type/session-log: False -> False (ok, 0.01) type/spec: False -> False (ok, 0.03) type/vision: False -> False (ok, 0.02)
`tag_assignment-decisions-garage-map-shows-previous-run`	Tag assignment	test	incorrect	domain/player: True -> False (miss, 0.14) layer/gdscript: True -> False (miss, 0.05) status/reviewed: True -> False (miss, 0.19) type/code: False -> False (ok, 0.13) type/decision: True -> True (ok, 0.95) type/design: False -> False (ok, 0.38) type/discovery: False -> False (ok, 0.02) type/moc: False -> False (ok, 0.02) type/principle: False -> False (ok, 0.05) type/reference: False -> False (ok, 0.03) type/session-log: False -> False (ok, 0.01) type/spec: False -> False (ok, 0.19)
`tag_assignment-art-visual-direction`	Tag assignment	test	incorrect	domain/art: True -> True (ok, 0.97) domain/tooling: True -> False (miss, 0.24) type/decision: False -> False (ok, 0.05) type/design: True -> False (miss, 0.19) type/discovery: False -> False (ok, 0.01) type/moc: False -> False (ok, 0.06) type/principle: False -> False (ok, 0.09) type/session-log: False -> False (ok, 0.01) type/spec: False -> True (miss, 0.71) type/system: False -> False (ok, 0.21) type/vision: False -> False (ok, 0.14)
`tag_assignment-discoveries-spec-157-two-damage-paths-to-tires`	Tag assignment	test	incorrect	domain/vehicle: True -> True (ok, 0.93) layer/gdscript: True -> False (miss, 0.32) type/code: False -> True (miss, 0.57) type/design: False -> False (ok, 0.02) type/discovery: True -> True (ok, 0.79) type/moc: False -> False (ok, 0.02) type/reference: False -> False (ok, 0.02) type/session-log: False -> False (ok, 0.03) type/spec: False -> True (miss, 0.83) type/system: False -> False (ok, 0.20) type/vision: False -> False (ok, 0.01)
`tag_assignment-art-pacific-drive-reference`	Tag assignment	test	incorrect	domain/art: True -> True (ok, 0.94) type/code: False -> False (ok, 0.01) type/decision: False -> False (ok, 0.06) type/design: False -> False (ok, 0.43) type/moc: False -> False (ok, 0.09) type/principle: False -> False (ok, 0.01) type/reference: True -> False (miss, 0.30) type/session-log: False -> False (ok, 0.01) type/system: False -> False (ok, 0.01) type/vision: False -> False (ok, 0.07)
`tag_assignment-sessions-dashboard-telemetry-and-model-routing-may-22-2026`	Tag assignment	test	incorrect	domain/tooling: True -> False (miss, 0.08) status/reviewed: True -> True (ok, 0.82) type/code: False -> True (miss, 0.69) type/decision: False -> False (ok, 0.05) type/discovery: False -> True (miss, 0.55) type/moc: False -> False (ok, 0.01) type/principle: False -> False (ok, 0.01) type/session-log: True -> True (ok, 0.85) type/spec: False -> False (ok, 0.04) type/system: False -> False (ok, 0.09) type/vision: False -> False (ok, 0.02)
`tag_assignment-sessions-spec-authoring-session-083-096-apr-23-2026`	Tag assignment	test	incorrect	domain/art: True -> False (miss, 0.05) domain/governance: True -> False (miss, 0.04) domain/narrative: True -> False (miss, 0.09) domain/player: True -> False (miss, 0.41) domain/tooling: True -> False (miss, 0.09) domain/vehicle: True -> False (miss, 0.27) domain/world: True -> True (ok, 0.54) type/code: False -> False (ok, 0.04) type/decision: False -> False (ok, 0.09) type/design: False -> False (ok, 0.07) type/discovery: False -> False (ok, 0.02) type/principle: False -> False (ok, 0.01) type/reference: False -> False (ok, 0.03) type/session-log: True -> True (ok, 0.96) type/system: False -> False (ok, 0.03) type/vision: False -> False (ok, 0.02)
`tag_assignment-systems-audio-forest-transmissions`	Tag assignment	dev	incorrect	concept/diegetic: True -> True (ok, 0.92) domain/audio: True -> True (ok, 0.97) domain/narrative: True -> True (ok, 0.55) type/decision: False -> False (ok, 0.07) type/design: False -> True (miss, 0.86) type/discovery: False -> False (ok, 0.02) type/principle: False -> False (ok, 0.06) type/reference: False -> False (ok, 0.08) type/session-log: False -> False (ok, 0.01) type/spec: False -> True (miss, 0.60) type/system: True -> False (miss, 0.33) type/vision: False -> False (ok, 0.04)
`tag_assignment-sessions-spec-143-implementation-session-may-15-2026`	Tag assignment	test	incorrect	domain/tooling: True -> False (miss, 0.05) status/draft: True -> False (miss, 0.04) type/code: False -> False (ok, 0.16) type/decision: False -> False (ok, 0.13) type/design: False -> False (ok, 0.03) type/discovery: False -> False (ok, 0.28) type/moc: False -> False (ok, 0.01) type/reference: False -> False (ok, 0.04) type/session-log: True -> False (miss, 0.40) type/spec: False -> True (miss, 0.64) type/system: False -> False (ok, 0.21)
`tag_assignment-systems-world-procedural-generation`	Tag assignment	dev	incorrect	concept/ephemeral-world: True -> True (ok, 0.69) concept/procedural: True -> True (ok, 0.86) domain/world: True -> True (ok, 0.94) type/code: False -> True (miss, 0.59) type/decision: False -> False (ok, 0.14) type/design: False -> False (ok, 0.44) type/moc: False -> False (ok, 0.05) type/principle: False -> False (ok, 0.30) type/reference: False -> False (ok, 0.05) type/spec: False -> False (ok, 0.22) type/system: True -> False (miss, 0.15) type/vision: False -> False (ok, 0.04)
`note_placement-art-palettes`	Note placement	dev	incorrect	placement: Art -> Design (miss, 0.38)
`note_placement-code-tools-music-pipeline`	Note placement	dev	incorrect	placement: Code -> Design (miss, 0.38)
`note_placement-decisions-switched-weather-audio-suno-to-elevenlabs`	Note placement	test	correct	placement: Decisions -> Decisions (ok, 0.52)
`note_placement-design-snow-and-winter-driving`	Note placement	dev	correct	placement: Design -> Design (ok, 0.70)
`note_placement-discoveries-pre-commit-hook-semver-check-blind-spot`	Note placement	dev	incorrect	placement: Discoveries -> Code (miss, 0.58)
`note_placement-governance-component-semver-policy`	Note placement	test	incorrect	placement: Governance -> Code (miss, 0.38)
`note_placement-narrative-ktlk-gary-character-case-study`	Note placement	test	correct	placement: Narrative -> Narrative (ok, 0.90)
`note_placement-reference-autonomous-company-ngrok-tunnel-setup`	Note placement	test	incorrect	placement: Reference -> Systems (miss, 0.57)
`note_placement-sessions-sessions`	Note placement	dev	correct	placement: Sessions -> Sessions (ok, 0.90)
`note_placement-systems-settings`	Note placement	test	correct	placement: Systems -> Systems (ok, 0.64)
`note_placement-art-pacific-drive-reference`	Note placement	test	incorrect	placement: Art -> Reference (miss, 0.85)
`note_placement-code-source-tree`	Note placement	test	correct	placement: Code -> Code (ok, 0.61)
`note_placement-decisions-catastrophic-tire-damage-collision-discrimination`	Note placement	test	correct	placement: Decisions -> Decisions (ok, 0.58)
`note_placement-design-world-model`	Note placement	test	correct	placement: Design -> Design (ok, 0.56)
`note_placement-discoveries-steering-wheel-dynamic-rotation`	Note placement	test	correct	placement: Discoveries -> Discoveries (ok, 0.43)
`note_placement-governance-phased-spec`	Note placement	dev	correct	placement: Governance -> Governance (ok, 0.33)
`note_placement-reference-code-todos`	Note placement	dev	incorrect	placement: Reference -> Code (miss, 0.88)
`note_placement-sessions-spec-088-implementation-session`	Note placement	test	correct	placement: Sessions -> Sessions (ok, 0.62)
`note_placement-systems-audio-radio-stations`	Note placement	dev	incorrect	placement: Systems -> Design (miss, 0.62)
`note_placement-art-rock-scatter-design`	Note placement	test	incorrect	placement: Art -> Design (miss, 0.61)
`note_placement-code-release-and-distribution`	Note placement	dev	incorrect	placement: Code -> Systems (miss, 0.60)
`note_placement-decisions-garage-map-shows-previous-run`	Note placement	dev	correct	placement: Decisions -> Decisions (ok, 0.65)
`note_placement-design-horror-register`	Note placement	test	correct	placement: Design -> Design (ok, 0.83)
`note_placement-discoveries-mode-gated-key-sharing-pattern`	Note placement	test	incorrect	placement: Discoveries -> Code (miss, 0.44)
`note_placement-governance-tech-stack-review`	Note placement	test	incorrect	placement: Governance -> Decisions (miss, 0.82)
`note_placement-reference-glossary`	Note placement	test	correct	placement: Reference -> Reference (ok, 0.68)
`note_placement-sessions-dashboard-telemetry-and-model-routing-may-22-2026`	Note placement	test	correct	placement: Sessions -> Sessions (ok, 0.84)
`note_placement-systems-assets-storage`	Note placement	test	correct	placement: Systems -> Systems (ok, 0.76)
`note_placement-art-visual-direction`	Note placement	dev	incorrect	placement: Art -> Systems (miss, 0.33)
`note_placement-code-autoloads-disturbance`	Note placement	test	correct	placement: Code -> Code (ok, 0.64)