# Expanded Evaluation Results

Generated: 2026-04-22T09:26:03.501Z
Model: gpt-5.4-mini
Category: all
Total Time: 453.0s

## Summary

| Metric | Value |
|--------|-------|
| Total Scenarios | 31 |
| Passed | 26 |
| Failed | 5 |
| Pass Rate | 83.9% |

## Results by Category

### Calendar

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Calendar: Schedule DISCO review meeting | ✅ PASS | 11.1s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, lookupGroundTruth, createTask | - |
| Calendar: Schedule Salesforce demo | ✅ PASS | 16.9s | searchAvailableSkills, lookupGroundTruthEntity, linkupSearch, searchAvailableSkills, lookupGroundTruthEntity, lookupGroundTruthEntity, linkupSearch | - |
| Calendar: Schedule Ambros follow-up | ✅ PASS | 11.9s | searchAvailableSkills, lookupGroundTruthEntity, initScratchpad, searchAvailableSkills, lookupGroundTruthEntity, getSystemDateTime | - |

### Spreadsheet

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Spreadsheet: DISCO funding metrics | ✅ PASS | 9.3s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, lookupGroundTruthEntity | - |
| Spreadsheet: Ambros deal pipeline | ✅ PASS | 7.3s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Spreadsheet: Gemini pricing comparison | ✅ PASS | 8.3s | searchAvailableSkills, lookupGroundTruthEntity, linkupSearch, searchAvailableSkills, lookupGroundTruthEntity | - |

### Document

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Document: DISCO investment memo | ✅ PASS | 13.4s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, lookupGroundTruthEntity | - |
| Document: QuickJS security assessment | ✅ PASS | 11.4s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, lookupGroundTruthEntity | - |
| Document: GenomiQ due diligence | ❌ FAIL | 29.6s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, describeSkill, lookupGroundTruthEntity, lookupGroundTruthEntity, getBankerGradeEntityInsights, createDossier | persona mismatch: got JPM_STARTUP_BANKER expected EARLY_STAG |

### Web

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Web: DISCO news search | ✅ PASS | 33.8s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, describeSkill, lookupGroundTruthEntity, linkupSearch | - |
| Web: Salesforce Agentforce deep dive | ✅ PASS | 27.6s | searchAvailableSkills, lookupGroundTruthEntity, linkupSearch, searchAvailableSkills, lookupGroundTruthEntity, lookupGroundTruthEntity, linkupSearch | - |
| Web: DISCO multi-source verification | ✅ PASS | 26.5s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, lookupGroundTruthEntity, linkupSearch | - |

### Media

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Media: DISCO UI card design | ✅ PASS | 8.6s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Media: SoundCloud incident timeline | ❌ FAIL | 9.0s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, linkupSearch | persona mismatch: got JPM_STARTUP_BANKER expected CTO_TECH_L |
| Media: VaultPay sales materials | ✅ PASS | 14.9s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, lookupGroundTruthEntity | - |

### Skills

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Skills: Banker skill discovery | ✅ PASS | 12.2s | searchAvailableSkills, lookupGroundTruthEntity, initScratchpad, searchAvailableSkills, lookupGroundTruthEntity, lookupGroundTruthEntity | - |
| Skills: VC thesis skill | ✅ PASS | 12.8s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, describeSkill, lookupGroundTruthEntity, lookupGroundTruthEntity | - |
| Skills: Quant signal skill | ✅ PASS | 11.8s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, describeSkill, lookupGroundTruthEntity | - |
| Skills: Digest persona skill | ✅ PASS | 16.8s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, listSkillCategories, searchAvailableSkills, describeSkill, getDailyBrief, getSystemDateTime | - |

### Tools

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Tools: Basic tool discovery | ✅ PASS | 12.2s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableTools, searchAvailableTools, searchAvailableTools, discoverCapabilities | - |
| Tools: Describe tool schemas | ❌ FAIL | 10.9s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | Output missing expected content: "schema" |
| Tools: Gateway invocation | ✅ PASS | 14.3s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, lookupGroundTruth | - |
| Tools: Safe tier tool | ✅ PASS | 9.3s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |

### Hybrid

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Hybrid: Memory-first retrieval | ✅ PASS | 14.8s | searchAvailableSkills, lookupGroundTruthEntity, initScratchpad, searchAvailableSkills, lookupGroundTruthEntity, lookupGroundTruthEntity | - |
| Hybrid: Fusion search ranking | ✅ PASS | 11.7s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, searchAvailableTools | - |
| Hybrid: Cross-source aggregation | ❌ FAIL | 29.8s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, queryMemory, lookupGroundTruthEntity, linkupSearch | persona mismatch: got JPM_STARTUP_BANKER expected EARLY_STAG |
| Hybrid: Stale data detection | ❌ FAIL | 12.1s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, lookupGroundTruthEntity | funding.stage mismatch: got 'N/A' expected 'Series A (report |

### Disclosure

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Disclosure: P0 telemetry events | ✅ PASS | 11.2s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, lookupGroundTruthEntity | - |
| Disclosure: P1 persona classification | ✅ PASS | 8.5s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Disclosure: P2 skill allowlist | ✅ PASS | 14.6s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, describeSkill | - |
| Disclosure: P3 full disclosure trace | ✅ PASS | 10.3s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
