fix: resolve 500 errors from model returning trivial status objects (root cause + v0.2 prompt fix)

Two bugs were causing the model to return {"status":"ok"} / {"status":"ready"}
instead of structured reconstruction data, resulting in POST /api/analyse 500:

1. DOUBLE-WRAPPING BUG (lib/llm/provider.js):
   generateReconstruction() called buildPrompt(scenario) on input that was
   already a fully-built prompt string from analyseScenario(). This wrapped the
   v0.1 prompt (~5000+ chars) in another template layer, producing incomprehensible
   output that the model could not parse as structured JSON.
   Fix: Pass scenario through directly (it is ALREADY a built prompt).

2. MISSING JSON SPEC (prompts/reconstruct-v0.2.md):
   The v0.2 prompt template said 'matching the structure exactly' but never
   defined what that structure was. The model invented its own field names
   (input_classification, reasoning_mode, anchors) with snake_case instead of
   camelCase, which failed Zod validation -> 500 errors.
   Fix: Added explicit JSON schema section with exact key names, enum values,
   and nested structure matching the Zod validation layer.

Additionally:
- Refactored route to use analyseScenario from lib/analysis (centralized)
- Added lib/analysis.js with shared analysis logic
- Updated components to display promptVersion and validation errors
- Added lib/reconstruction/prompt.js v0.1/v0.2 versioning
- Added lib/reconstruction/schema.js v0.2 Zod schemas
- Added debug tool scripts, evaluation results, and comparison findings
This commit is contained in:
2026-08-01 08:57:28 +01:00
parent 18ac3f37ec
commit 956fc2e31e
91 changed files with 17691 additions and 280 deletions
@@ -0,0 +1,56 @@
{
"id": "diag-01",
"description": "Baseline comparison — change without context. Should NOT jump to conclusions about quality or staff issues.",
"input": "We've seen a spike in complaints from our warehouse team this month compared to last month.",
"responseDurationMs": 6,
"actualPrimaryType": "unexplained_change",
"actualReasoningModes": [
"establish_baseline",
"identify_difference"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "complaints",
"found": true
},
{
"concept": "warehouse",
"found": false
},
{
"concept": "baseline comparison",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "quality issue",
"absent": true
},
{
"concept": "staff turnover",
"absent": true
},
{
"concept": "training gap",
"absent": true
}
]
},
"pass": false
}
}
@@ -0,0 +1,21 @@
# Diagnostic Case: diag-01
Baseline comparison — change without context. Should NOT jump to conclusions about quality or staff issues.
## Input
```
We've seen a spike in complaints from our warehouse team this month compared to last month.
```
## Result
- **Technical**: ✅ PASS (1/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: unexplained_change
- **Actual Reasoning Modes**: establish_baseline, identify_difference
- **Response Duration**: 6ms
### Reasoning Quality Failures
missing required concept(s): warehouse, baseline comparison
@@ -0,0 +1,55 @@
{
"id": "diag-02",
"description": "Subset modifier — 'some customers' means not universal. Should distinguish from blanket claims.",
"input": "Some customers reported that the new app crashes when uploading photos.",
"responseDurationMs": 2,
"actualPrimaryType": "observed_problem",
"actualReasoningModes": [
"identify_difference"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "app crashes",
"found": false
},
{
"concept": "photo upload",
"found": false
},
{
"concept": "some customers",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "all users affected",
"absent": true
},
{
"concept": "server-side bug",
"absent": true
},
{
"concept": "Android only",
"absent": true
}
]
},
"pass": false
}
}
@@ -0,0 +1,21 @@
# Diagnostic Case: diag-02
Subset modifier — 'some customers' means not universal. Should distinguish from blanket claims.
## Input
```
Some customers reported that the new app crashes when uploading photos.
```
## Result
- **Technical**: ✅ PASS (1/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: observed_problem
- **Actual Reasoning Modes**: identify_difference
- **Response Duration**: 2ms
### Reasoning Quality Failures
missing required concept(s): app crashes, photo upload, some customers
@@ -0,0 +1,60 @@
{
"id": "diag-03",
"description": "Apparent contradiction — sales down but revenue up after price change. Distinguishes volume vs value.",
"input": "Sales fell by 15% last month after we increased prices, but the CFO says revenue is still up 2%.",
"responseDurationMs": 1,
"actualPrimaryType": "causal_claim",
"actualReasoningModes": [
"establish_baseline",
"identify_difference"
],
"technical": {
"schemaValid": true,
"classificationMatch": false,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": false,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "sales decline",
"found": false
},
{
"concept": "price increase",
"found": false
},
{
"concept": "revenue increase",
"found": false
},
{
"concept": "CFO report",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "price was set too high",
"absent": true
},
{
"concept": "competitors gained market share",
"absent": true
},
{
"concept": "revenue data is wrong",
"absent": true
}
]
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-03
Apparent contradiction — sales down but revenue up after price change. Distinguishes volume vs value.
## Input
```
Sales fell by 15% last month after we increased prices, but the CFO says revenue is still up 2%.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: causal_claim
- **Actual Reasoning Modes**: establish_baseline, identify_difference
- **Response Duration**: 1ms
### Technical Failures
classification mismatch
### Reasoning Quality Failures
missing required concept(s): sales decline, price increase, revenue increase, CFO report
@@ -0,0 +1,57 @@
{
"id": "diag-04",
"description": "Decision request — forward-looking, needs missing info identification.",
"input": "We need to launch a marketplace app in Southeast Asia to capture the gap our competitors are exploiting.",
"responseDurationMs": 0,
"actualPrimaryType": "decision_request",
"actualReasoningModes": [
"identify_difference",
"decision_support",
"identify_missing_information"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "marketplace app",
"found": false
},
{
"concept": "Southeast Asia",
"found": false
},
{
"concept": "competitor gap",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "this will definitely succeed",
"absent": true
},
{
"concept": "we have the resources",
"absent": true
},
{
"concept": "competitors are struggling",
"absent": true
}
]
},
"pass": false
}
}
@@ -0,0 +1,21 @@
# Diagnostic Case: diag-04
Decision request — forward-looking, needs missing info identification.
## Input
```
We need to launch a marketplace app in Southeast Asia to capture the gap our competitors are exploiting.
```
## Result
- **Technical**: ✅ PASS (1/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: decision_request
- **Actual Reasoning Modes**: identify_difference, decision_support, identify_missing_information
- **Response Duration**: 0ms
### Reasoning Quality Failures
missing required concept(s): marketplace app, Southeast Asia, competitor gap
@@ -0,0 +1,57 @@
{
"id": "diag-05",
"description": "Unexpected continuity — changed context but no outcome change.",
"input": "Our production line changed suppliers three months ago but still delivers the same defect rate as before.",
"responseDurationMs": 1,
"actualPrimaryType": "unexplained_change",
"actualReasoningModes": [
"identify_difference",
"establish_baseline",
"validate_measurement"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "supplier change",
"found": false
},
{
"concept": "three months ago",
"found": false
},
{
"concept": "same defect rate",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "new supplier is worse",
"absent": true
},
{
"concept": "old supplier was better",
"absent": true
},
{
"concept": "quality process is broken",
"absent": true
}
]
},
"pass": false
}
}
@@ -0,0 +1,21 @@
# Diagnostic Case: diag-05
Unexpected continuity — changed context but no outcome change.
## Input
```
Our production line changed suppliers three months ago but still delivers the same defect rate as before.
```
## Result
- **Technical**: ✅ PASS (1/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: unexplained_change
- **Actual Reasoning Modes**: identify_difference, establish_baseline, validate_measurement
- **Response Duration**: 1ms
### Reasoning Quality Failures
missing required concept(s): supplier change, three months ago, same defect rate
@@ -0,0 +1,59 @@
{
"id": "diag-06",
"description": "Quantified improvement — needs context about measurement period and baseline conditions.",
"input": "From 45% to 62%, the completion rate for our onboarding flow improved significantly.",
"responseDurationMs": 1,
"actualPrimaryType": "observed_problem",
"actualReasoningModes": [
"identify_difference"
],
"technical": {
"schemaValid": true,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": true,
"pass": false,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "completion rate",
"found": false
},
{
"concept": "45%",
"found": false
},
{
"concept": "62%",
"found": false
},
{
"concept": "onboarding",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "all improvements are due to the redesign",
"absent": true
},
{
"concept": "the old flow was bad",
"absent": true
},
{
"concept": "users prefer the new design",
"absent": true
}
]
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-06
Quantified improvement — needs context about measurement period and baseline conditions.
## Input
```
From 45% to 62%, the completion rate for our onboarding flow improved significantly.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: observed_problem
- **Actual Reasoning Modes**: identify_difference
- **Response Duration**: 1ms
### Technical Failures
classification mismatch
### Reasoning Quality Failures
missing required concept(s): completion rate, 45%, 62%, onboarding
@@ -0,0 +1,56 @@
{
"id": "diag-07",
"description": "Single reported claim — needs validation, not acceptance as fact.",
"input": "A user claimed that our pricing model is too complex for small businesses.",
"responseDurationMs": 1,
"actualPrimaryType": "reported_claim",
"actualReasoningModes": [
"identify_difference",
"validate_claim"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "pricing complexity",
"found": false
},
{
"concept": "small business",
"found": false
},
{
"concept": "user claim",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "the pricing is actually complex",
"absent": true
},
{
"concept": "other small businesses agree",
"absent": true
},
{
"concept": "we should simplify pricing",
"absent": true
}
]
},
"pass": false
}
}
@@ -0,0 +1,21 @@
# Diagnostic Case: diag-07
Single reported claim — needs validation, not acceptance as fact.
## Input
```
A user claimed that our pricing model is too complex for small businesses.
```
## Result
- **Technical**: ✅ PASS (1/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: reported_claim
- **Actual Reasoning Modes**: identify_difference, validate_claim
- **Response Duration**: 1ms
### Reasoning Quality Failures
missing required concept(s): pricing complexity, small business, user claim
@@ -0,0 +1,56 @@
{
"id": "diag-08",
"description": "Meta-test — self-referential ambiguous statement. Should trigger clarification mode.",
"input": "I used the phrase 'philosophical difference' in a meeting and my colleague said it meant nothing. Is that fair?",
"responseDurationMs": 1,
"actualPrimaryType": "ambiguous_statement",
"actualReasoningModes": [
"identify_difference",
"clarify_meaning"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "philosophical",
"found": false
},
{
"concept": "ambiguous",
"found": true
},
{
"concept": "meaning clarification",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "the phrase was wrong",
"absent": true
},
{
"concept": "the colleague is hostile",
"absent": true
},
{
"concept": "we should avoid philosophical language",
"absent": true
}
]
},
"pass": false
}
}
@@ -0,0 +1,21 @@
# Diagnostic Case: diag-08
Meta-test — self-referential ambiguous statement. Should trigger clarification mode.
## Input
```
I used the phrase 'philosophical difference' in a meeting and my colleague said it meant nothing. Is that fair?
```
## Result
- **Technical**: ✅ PASS (1/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: ambiguous_statement
- **Actual Reasoning Modes**: identify_difference, clarify_meaning
- **Response Duration**: 1ms
### Reasoning Quality Failures
missing required concept(s): philosophical, meaning clarification
@@ -0,0 +1,60 @@
{
"id": "diag-09",
"description": "Post-event spike — presents correlation as potential causation. Must resist jumping to causal conclusion.",
"input": "After the deployment last week, our complaint volume tripled to 47 cases per day.",
"responseDurationMs": 1,
"actualPrimaryType": "causal_claim",
"actualReasoningModes": [
"establish_baseline",
"identify_difference"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "deployment",
"found": false
},
{
"concept": "complaint volume increase",
"found": false
},
{
"concept": "tripled",
"found": false
},
{
"concept": "47 cases",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "the deployment caused the complaints",
"absent": true
},
{
"concept": "the bug report was insufficient",
"absent": true
},
{
"concept": "rollback is needed",
"absent": true
}
]
},
"pass": false
}
}
@@ -0,0 +1,21 @@
# Diagnostic Case: diag-09
Post-event spike — presents correlation as potential causation. Must resist jumping to causal conclusion.
## Input
```
After the deployment last week, our complaint volume tripled to 47 cases per day.
```
## Result
- **Technical**: ✅ PASS (1/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: causal_claim
- **Actual Reasoning Modes**: establish_baseline, identify_difference
- **Response Duration**: 1ms
### Reasoning Quality Failures
missing required concept(s): deployment, complaint volume increase, tripled, 47 cases
@@ -0,0 +1,56 @@
{
"id": "diag-10",
"description": "Paired with diag-01 — distinguishes subset complaints from aggregate claims.",
"input": "Some complaints involve production issues, but others say the delivery team is slow.",
"responseDurationMs": 1,
"actualPrimaryType": "observed_problem",
"actualReasoningModes": [
"establish_baseline",
"identify_difference"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "production issues",
"found": false
},
{
"concept": "delivery speed",
"found": false
},
{
"concept": "complaint types",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "production is worse than delivery",
"absent": true
},
{
"concept": "the delivery team needs training",
"absent": true
},
{
"concept": "both teams are underperforming equally",
"absent": true
}
]
},
"pass": false
}
}
@@ -0,0 +1,21 @@
# Diagnostic Case: diag-10
Paired with diag-01 — distinguishes subset complaints from aggregate claims.
## Input
```
Some complaints involve production issues, but others say the delivery team is slow.
```
## Result
- **Technical**: ✅ PASS (1/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: observed_problem
- **Actual Reasoning Modes**: establish_baseline, identify_difference
- **Response Duration**: 1ms
### Reasoning Quality Failures
missing required concept(s): production issues, delivery speed, complaint types
@@ -0,0 +1,585 @@
{
"timestamp": "2026-08-01T06:01:56.070Z",
"provider": "mock",
"promptVersion": "v0.2",
"casesRun": 10,
"summary": {
"technical": {
"schemaValidityRate": "100.0%",
"classificationMatchRate": "80.0%",
"nextQuestionPresentRate": "100.0%",
"passRate": "80.0%"
},
"reasoningQuality": {
"requiredConceptMatchRate": "0.0%",
"unsupportedInferenceFailures": "0",
"passRate": "0.0%"
},
"combinedPassRate": "0.0%",
"averageResponseDurationMs": "2"
},
"testCaseResults": [
{
"id": "diag-01",
"input": "We've seen a spike in complaints from our warehouse team this month compared to last month.",
"responseDurationMs": 6,
"actualPrimaryType": "unexplained_change",
"actualReasoningModes": [
"establish_baseline",
"identify_difference"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "complaints",
"found": true
},
{
"concept": "warehouse",
"found": false
},
{
"concept": "baseline comparison",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "quality issue",
"absent": true
},
{
"concept": "staff turnover",
"absent": true
},
{
"concept": "training gap",
"absent": true
}
]
},
"pass": false
}
},
{
"id": "diag-02",
"input": "Some customers reported that the new app crashes when uploading photos.",
"responseDurationMs": 2,
"actualPrimaryType": "observed_problem",
"actualReasoningModes": [
"identify_difference"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "app crashes",
"found": false
},
{
"concept": "photo upload",
"found": false
},
{
"concept": "some customers",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "all users affected",
"absent": true
},
{
"concept": "server-side bug",
"absent": true
},
{
"concept": "Android only",
"absent": true
}
]
},
"pass": false
}
},
{
"id": "diag-03",
"input": "Sales fell by 15% last month after we increased prices, but the CFO says revenue is still up 2%.",
"responseDurationMs": 1,
"actualPrimaryType": "causal_claim",
"actualReasoningModes": [
"establish_baseline",
"identify_difference"
],
"technical": {
"schemaValid": true,
"classificationMatch": false,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": false,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "sales decline",
"found": false
},
{
"concept": "price increase",
"found": false
},
{
"concept": "revenue increase",
"found": false
},
{
"concept": "CFO report",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "price was set too high",
"absent": true
},
{
"concept": "competitors gained market share",
"absent": true
},
{
"concept": "revenue data is wrong",
"absent": true
}
]
},
"pass": false
}
},
{
"id": "diag-04",
"input": "We need to launch a marketplace app in Southeast Asia to capture the gap our competitors are exploiting.",
"responseDurationMs": 0,
"actualPrimaryType": "decision_request",
"actualReasoningModes": [
"identify_difference",
"decision_support",
"identify_missing_information"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "marketplace app",
"found": false
},
{
"concept": "Southeast Asia",
"found": false
},
{
"concept": "competitor gap",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "this will definitely succeed",
"absent": true
},
{
"concept": "we have the resources",
"absent": true
},
{
"concept": "competitors are struggling",
"absent": true
}
]
},
"pass": false
}
},
{
"id": "diag-05",
"input": "Our production line changed suppliers three months ago but still delivers the same defect rate as before.",
"responseDurationMs": 1,
"actualPrimaryType": "unexplained_change",
"actualReasoningModes": [
"identify_difference",
"establish_baseline",
"validate_measurement"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "supplier change",
"found": false
},
{
"concept": "three months ago",
"found": false
},
{
"concept": "same defect rate",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "new supplier is worse",
"absent": true
},
{
"concept": "old supplier was better",
"absent": true
},
{
"concept": "quality process is broken",
"absent": true
}
]
},
"pass": false
}
},
{
"id": "diag-06",
"input": "From 45% to 62%, the completion rate for our onboarding flow improved significantly.",
"responseDurationMs": 1,
"actualPrimaryType": "observed_problem",
"actualReasoningModes": [
"identify_difference"
],
"technical": {
"schemaValid": true,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": true,
"pass": false,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "completion rate",
"found": false
},
{
"concept": "45%",
"found": false
},
{
"concept": "62%",
"found": false
},
{
"concept": "onboarding",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "all improvements are due to the redesign",
"absent": true
},
{
"concept": "the old flow was bad",
"absent": true
},
{
"concept": "users prefer the new design",
"absent": true
}
]
},
"pass": false
}
},
{
"id": "diag-07",
"input": "A user claimed that our pricing model is too complex for small businesses.",
"responseDurationMs": 1,
"actualPrimaryType": "reported_claim",
"actualReasoningModes": [
"identify_difference",
"validate_claim"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "pricing complexity",
"found": false
},
{
"concept": "small business",
"found": false
},
{
"concept": "user claim",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "the pricing is actually complex",
"absent": true
},
{
"concept": "other small businesses agree",
"absent": true
},
{
"concept": "we should simplify pricing",
"absent": true
}
]
},
"pass": false
}
},
{
"id": "diag-08",
"input": "I used the phrase 'philosophical difference' in a meeting and my colleague said it meant nothing. Is that fair?",
"responseDurationMs": 1,
"actualPrimaryType": "ambiguous_statement",
"actualReasoningModes": [
"identify_difference",
"clarify_meaning"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "philosophical",
"found": false
},
{
"concept": "ambiguous",
"found": true
},
{
"concept": "meaning clarification",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "the phrase was wrong",
"absent": true
},
{
"concept": "the colleague is hostile",
"absent": true
},
{
"concept": "we should avoid philosophical language",
"absent": true
}
]
},
"pass": false
}
},
{
"id": "diag-09",
"input": "After the deployment last week, our complaint volume tripled to 47 cases per day.",
"responseDurationMs": 1,
"actualPrimaryType": "causal_claim",
"actualReasoningModes": [
"establish_baseline",
"identify_difference"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "deployment",
"found": false
},
{
"concept": "complaint volume increase",
"found": false
},
{
"concept": "tripled",
"found": false
},
{
"concept": "47 cases",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "the deployment caused the complaints",
"absent": true
},
{
"concept": "the bug report was insufficient",
"absent": true
},
{
"concept": "rollback is needed",
"absent": true
}
]
},
"pass": false
}
},
{
"id": "diag-10",
"input": "Some complaints involve production issues, but others say the delivery team is slow.",
"responseDurationMs": 1,
"actualPrimaryType": "observed_problem",
"actualReasoningModes": [
"establish_baseline",
"identify_difference"
],
"technical": {
"schemaValid": true,
"classificationMatch": true,
"reasoningModeMatch": true,
"nextQuestionPresent": true,
"pass": true,
"errors": []
},
"reasoningQuality": {
"requiredConcepts": {
"pass": false,
"details": [
{
"concept": "production issues",
"found": false
},
{
"concept": "delivery speed",
"found": false
},
{
"concept": "complaint types",
"found": false
}
]
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": [
{
"concept": "production is worse than delivery",
"absent": true
},
{
"concept": "the delivery team needs training",
"absent": true
},
{
"concept": "both teams are underperforming equally",
"absent": true
}
]
},
"pass": false
}
}
]
}
@@ -0,0 +1,30 @@
{
"id": "diag-01",
"description": "Baseline comparison — change without context. Should NOT jump to conclusions about quality or staff issues.",
"input": "We've seen a spike in complaints from our warehouse team this month compared to last month.",
"responseDurationMs": 1785564462515,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-01
Baseline comparison — change without context. Should NOT jump to conclusions about quality or staff issues.
## Input
```
We've seen a spike in complaints from our warehouse team this month compared to last month.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 1785564462515ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,30 @@
{
"id": "diag-02",
"description": "Subset modifier — 'some customers' means not universal. Should distinguish from blanket claims.",
"input": "Some customers reported that the new app crashes when uploading photos.",
"responseDurationMs": 1785564462519,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-02
Subset modifier — 'some customers' means not universal. Should distinguish from blanket claims.
## Input
```
Some customers reported that the new app crashes when uploading photos.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 1785564462519ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,30 @@
{
"id": "diag-03",
"description": "Apparent contradiction — sales down but revenue up after price change. Distinguishes volume vs value.",
"input": "Sales fell by 15% last month after we increased prices, but the CFO says revenue is still up 2%.",
"responseDurationMs": 1785564462519,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-03
Apparent contradiction — sales down but revenue up after price change. Distinguishes volume vs value.
## Input
```
Sales fell by 15% last month after we increased prices, but the CFO says revenue is still up 2%.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 1785564462519ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,30 @@
{
"id": "diag-04",
"description": "Decision request — forward-looking, needs missing info identification.",
"input": "We need to launch a marketplace app in Southeast Asia to capture the gap our competitors are exploiting.",
"responseDurationMs": 1785564462520,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-04
Decision request — forward-looking, needs missing info identification.
## Input
```
We need to launch a marketplace app in Southeast Asia to capture the gap our competitors are exploiting.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 1785564462520ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,30 @@
{
"id": "diag-05",
"description": "Unexpected continuity — changed context but no outcome change.",
"input": "Our production line changed suppliers three months ago but still delivers the same defect rate as before.",
"responseDurationMs": 1785564462520,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-05
Unexpected continuity — changed context but no outcome change.
## Input
```
Our production line changed suppliers three months ago but still delivers the same defect rate as before.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 1785564462520ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,30 @@
{
"id": "diag-06",
"description": "Quantified improvement — needs context about measurement period and baseline conditions.",
"input": "From 45% to 62%, the completion rate for our onboarding flow improved significantly.",
"responseDurationMs": 1785564462521,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-06
Quantified improvement — needs context about measurement period and baseline conditions.
## Input
```
From 45% to 62%, the completion rate for our onboarding flow improved significantly.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 1785564462521ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,30 @@
{
"id": "diag-07",
"description": "Single reported claim — needs validation, not acceptance as fact.",
"input": "A user claimed that our pricing model is too complex for small businesses.",
"responseDurationMs": 1785564462521,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-07
Single reported claim — needs validation, not acceptance as fact.
## Input
```
A user claimed that our pricing model is too complex for small businesses.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 1785564462521ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,30 @@
{
"id": "diag-08",
"description": "Meta-test — self-referential ambiguous statement. Should trigger clarification mode.",
"input": "I used the phrase 'philosophical difference' in a meeting and my colleague said it meant nothing. Is that fair?",
"responseDurationMs": 1785564462521,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-08
Meta-test — self-referential ambiguous statement. Should trigger clarification mode.
## Input
```
I used the phrase 'philosophical difference' in a meeting and my colleague said it meant nothing. Is that fair?
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 1785564462521ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,30 @@
{
"id": "diag-09",
"description": "Post-event spike — presents correlation as potential causation. Must resist jumping to causal conclusion.",
"input": "After the deployment last week, our complaint volume tripled to 47 cases per day.",
"responseDurationMs": 1785564462521,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-09
Post-event spike — presents correlation as potential causation. Must resist jumping to causal conclusion.
## Input
```
After the deployment last week, our complaint volume tripled to 47 cases per day.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 1785564462521ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,30 @@
{
"id": "diag-10",
"description": "Paired with diag-01 — distinguishes subset complaints from aggregate claims.",
"input": "Some complaints involve production issues, but others say the delivery team is slow.",
"responseDurationMs": 1785564462522,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-10
Paired with diag-01 — distinguishes subset complaints from aggregate claims.
## Input
```
Some complaints involve production issues, but others say the delivery team is slow.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 1785564462522ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,313 @@
{
"timestamp": "2026-08-01T06:07:42.532Z",
"provider": "ollama-real",
"promptVersion": "v0.2",
"casesRun": 10,
"summary": {
"technical": {
"schemaValidityRate": "0.0%",
"classificationMatchRate": "0.0%",
"nextQuestionPresentRate": "0.0%",
"passRate": "0.0%"
},
"reasoningQuality": {
"requiredConceptMatchRate": "100.0%",
"unsupportedInferenceFailures": "0",
"passRate": "0.0%"
},
"combinedPassRate": "0.0%",
"averageResponseDurationMs": "1785564462520"
},
"testCaseResults": [
{
"id": "diag-01",
"input": "We've seen a spike in complaints from our warehouse team this month compared to last month.",
"responseDurationMs": 1785564462515,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-02",
"input": "Some customers reported that the new app crashes when uploading photos.",
"responseDurationMs": 1785564462519,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-03",
"input": "Sales fell by 15% last month after we increased prices, but the CFO says revenue is still up 2%.",
"responseDurationMs": 1785564462519,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-04",
"input": "We need to launch a marketplace app in Southeast Asia to capture the gap our competitors are exploiting.",
"responseDurationMs": 1785564462520,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-05",
"input": "Our production line changed suppliers three months ago but still delivers the same defect rate as before.",
"responseDurationMs": 1785564462520,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-06",
"input": "From 45% to 62%, the completion rate for our onboarding flow improved significantly.",
"responseDurationMs": 1785564462521,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-07",
"input": "A user claimed that our pricing model is too complex for small businesses.",
"responseDurationMs": 1785564462521,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-08",
"input": "I used the phrase 'philosophical difference' in a meeting and my colleague said it meant nothing. Is that fair?",
"responseDurationMs": 1785564462521,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-09",
"input": "After the deployment last week, our complaint volume tripled to 47 cases per day.",
"responseDurationMs": 1785564462521,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-10",
"input": "Some complaints involve production issues, but others say the delivery team is slow.",
"responseDurationMs": 1785564462522,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Invalid server configuration",
"Invalid server configuration"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
]
}
@@ -0,0 +1,33 @@
{
"id": "diag-01",
"description": "Baseline comparison — change without context. Should NOT jump to conclusions about quality or staff issues.",
"input": "We've seen a spike in complaints from our warehouse team this month compared to last month.",
"responseDurationMs": 19459,
"actualPrimaryType": null,
"actualReasoningModes": [],
"rawOutput": "{\"status\":\"received\",\"message\":\"Please provide a specific request or data to process.\"}",
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-01
Baseline comparison — change without context. Should NOT jump to conclusions about quality or staff issues.
## Input
```
We've seen a spike in complaints from our warehouse team this month compared to last month.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 19459ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,30 @@
{
"id": "diag-02",
"description": "Subset modifier — 'some customers' means not universal. Should distinguish from blanket claims.",
"input": "Some customers reported that the new app crashes when uploading photos.",
"responseDurationMs": 14693,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Model returned output that could not be parsed as valid JSON.\n\nAPI used: /api/generate\n/api/chat supported: false\nRaw model output:\n{}`\n\nPossible causes:\n- This Ollama version does not support format:json. The model is producing free-form text.\n- Try a larger model (llama3.1, mistral-large) which follows JSON instructions better\n- Shorten your scenario to under 500 words\n- Consider upgrading Ollama: https://ollama.com/download",
"Model returned output that could not be parsed as valid JSON.\n\nAPI used: /api/generate\n/api/chat supported: false\nRaw model output:\n{}`\n\nPossible causes:\n- This Ollama version does not support format:json. The model is producing free-form text.\n- Try a larger model (llama3.1, mistral-large) which follows JSON instructions better\n- Shorten your scenario to under 500 words\n- Consider upgrading Ollama: https://ollama.com/download"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-02
Subset modifier — 'some customers' means not universal. Should distinguish from blanket claims.
## Input
```
Some customers reported that the new app crashes when uploading photos.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 14693ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,33 @@
{
"id": "diag-03",
"description": "Apparent contradiction — sales down but revenue up after price change. Distinguishes volume vs value.",
"input": "Sales fell by 15% last month after we increased prices, but the CFO says revenue is still up 2%.",
"responseDurationMs": 13516,
"actualPrimaryType": null,
"actualReasoningModes": [],
"rawOutput": "{\"status\":\"success\",\"message\":\"Input received and processed.\"}",
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-03
Apparent contradiction — sales down but revenue up after price change. Distinguishes volume vs value.
## Input
```
Sales fell by 15% last month after we increased prices, but the CFO says revenue is still up 2%.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 13516ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,33 @@
{
"id": "diag-04",
"description": "Decision request — forward-looking, needs missing info identification.",
"input": "We need to launch a marketplace app in Southeast Asia to capture the gap our competitors are exploiting.",
"responseDurationMs": 48851,
"actualPrimaryType": null,
"actualReasoningModes": [],
"rawOutput": "{\"state\":\"pending\"}",
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-04
Decision request — forward-looking, needs missing info identification.
## Input
```
We need to launch a marketplace app in Southeast Asia to capture the gap our competitors are exploiting.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 48851ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,33 @@
{
"id": "diag-05",
"description": "Unexpected continuity — changed context but no outcome change.",
"input": "Our production line changed suppliers three months ago but still delivers the same defect rate as before.",
"responseDurationMs": 16508,
"actualPrimaryType": null,
"actualReasoningModes": [],
"rawOutput": "{}",
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-05
Unexpected continuity — changed context but no outcome change.
## Input
```
Our production line changed suppliers three months ago but still delivers the same defect rate as before.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 16508ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,33 @@
{
"id": "diag-06",
"description": "Quantified improvement — needs context about measurement period and baseline conditions.",
"input": "From 45% to 62%, the completion rate for our onboarding flow improved significantly.",
"responseDurationMs": 15608,
"actualPrimaryType": null,
"actualReasoningModes": [],
"rawOutput": "{\"status\":\"ok\"}",
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-06
Quantified improvement — needs context about measurement period and baseline conditions.
## Input
```
From 45% to 62%, the completion rate for our onboarding flow improved significantly.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 15608ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,33 @@
{
"id": "diag-07",
"description": "Single reported claim — needs validation, not acceptance as fact.",
"input": "A user claimed that our pricing model is too complex for small businesses.",
"responseDurationMs": 15750,
"actualPrimaryType": null,
"actualReasoningModes": [],
"rawOutput": "{\"status\":\"success\",\"message\":\"Input received\"}",
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-07
Single reported claim — needs validation, not acceptance as fact.
## Input
```
A user claimed that our pricing model is too complex for small businesses.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 15750ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,33 @@
{
"id": "diag-08",
"description": "Meta-test — self-referential ambiguous statement. Should trigger clarification mode.",
"input": "I used the phrase 'philosophical difference' in a meeting and my colleague said it meant nothing. Is that fair?",
"responseDurationMs": 15383,
"actualPrimaryType": null,
"actualReasoningModes": [],
"rawOutput": "{\"status\":\"success\",\"message\":\"JSON object returned as requested\"}",
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-08
Meta-test — self-referential ambiguous statement. Should trigger clarification mode.
## Input
```
I used the phrase 'philosophical difference' in a meeting and my colleague said it meant nothing. Is that fair?
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 15383ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,33 @@
{
"id": "diag-09",
"description": "Post-event spike — presents correlation as potential causation. Must resist jumping to causal conclusion.",
"input": "After the deployment last week, our complaint volume tripled to 47 cases per day.",
"responseDurationMs": 15643,
"actualPrimaryType": null,
"actualReasoningModes": [],
"rawOutput": "{\"status\":\"ok\"}",
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-09
Post-event spike — presents correlation as potential causation. Must resist jumping to causal conclusion.
## Input
```
After the deployment last week, our complaint volume tripled to 47 cases per day.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 15643ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,33 @@
{
"id": "diag-10",
"description": "Paired with diag-01 — distinguishes subset complaints from aggregate claims.",
"input": "Some complaints involve production issues, but others say the delivery team is slow.",
"responseDurationMs": 15401,
"actualPrimaryType": null,
"actualReasoningModes": [],
"rawOutput": "{}",
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
@@ -0,0 +1,25 @@
# Diagnostic Case: diag-10
Paired with diag-01 — distinguishes subset complaints from aggregate claims.
## Input
```
Some complaints involve production issues, but others say the delivery team is slow.
```
## Result
- **Technical**: ❌ FAIL (0/4 sub-checks pass)
- **Reasoning Quality**: ❌ FAIL (0/2 sub-checks pass)
- **Actual Primary Type**: N/A
- **Actual Reasoning Modes**: N/A
- **Response Duration**: 15401ms
### Technical Failures
schema invalid, classification mismatch, no next question
### Reasoning Quality Failures
@@ -0,0 +1,331 @@
{
"timestamp": "2026-08-01T06:11:41.538Z",
"provider": "ollama-real",
"promptVersion": "v0.2",
"casesRun": 10,
"summary": {
"technical": {
"schemaValidityRate": "0.0%",
"classificationMatchRate": "0.0%",
"nextQuestionPresentRate": "0.0%",
"passRate": "0.0%"
},
"reasoningQuality": {
"requiredConceptMatchRate": "100.0%",
"unsupportedInferenceFailures": "0",
"passRate": "0.0%"
},
"combinedPassRate": "0.0%",
"averageResponseDurationMs": "19081"
},
"testCaseResults": [
{
"id": "diag-01",
"input": "We've seen a spike in complaints from our warehouse team this month compared to last month.",
"responseDurationMs": 19459,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-02",
"input": "Some customers reported that the new app crashes when uploading photos.",
"responseDurationMs": 14693,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"Model returned output that could not be parsed as valid JSON.\n\nAPI used: /api/generate\n/api/chat supported: false\nRaw model output:\n{}`\n\nPossible causes:\n- This Ollama version does not support format:json. The model is producing free-form text.\n- Try a larger model (llama3.1, mistral-large) which follows JSON instructions better\n- Shorten your scenario to under 500 words\n- Consider upgrading Ollama: https://ollama.com/download",
"Model returned output that could not be parsed as valid JSON.\n\nAPI used: /api/generate\n/api/chat supported: false\nRaw model output:\n{}`\n\nPossible causes:\n- This Ollama version does not support format:json. The model is producing free-form text.\n- Try a larger model (llama3.1, mistral-large) which follows JSON instructions better\n- Shorten your scenario to under 500 words\n- Consider upgrading Ollama: https://ollama.com/download"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-03",
"input": "Sales fell by 15% last month after we increased prices, but the CFO says revenue is still up 2%.",
"responseDurationMs": 13516,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-04",
"input": "We need to launch a marketplace app in Southeast Asia to capture the gap our competitors are exploiting.",
"responseDurationMs": 48851,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-05",
"input": "Our production line changed suppliers three months ago but still delivers the same defect rate as before.",
"responseDurationMs": 16508,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-06",
"input": "From 45% to 62%, the completion rate for our onboarding flow improved significantly.",
"responseDurationMs": 15608,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-07",
"input": "A user claimed that our pricing model is too complex for small businesses.",
"responseDurationMs": 15750,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-08",
"input": "I used the phrase 'philosophical difference' in a meeting and my colleague said it meant nothing. Is that fair?",
"responseDurationMs": 15383,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-09",
"input": "After the deployment last week, our complaint volume tripled to 47 cases per day.",
"responseDurationMs": 15643,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
},
{
"id": "diag-10",
"input": "Some complaints involve production issues, but others say the delivery team is slow.",
"responseDurationMs": 15401,
"actualPrimaryType": null,
"actualReasoningModes": [],
"technical": {
"schemaValid": false,
"classificationMatch": false,
"reasoningModeMatch": false,
"nextQuestionPresent": false,
"pass": false,
"errors": [
"inputClassification: Required",
"reconstruction: Required",
"evidence: Required",
"nextQuestion: Required"
]
},
"reasoningQuality": {
"requiredConcepts": {
"pass": true,
"details": []
},
"unsupportedInferencesAbsent": {
"pass": true,
"details": []
},
"pass": false
}
}
]
}
+4
View File
@@ -0,0 +1,4 @@
{
"latestRun": "2026-08-01T06-11-41",
"caseCount": 10
}