# Expanded Evaluation Results

Generated: 2026-04-22T21:39:17.157Z
Model: gpt-5.4
Category: all
Total Time: 878.0s

## Summary

| Metric | Value |
|--------|-------|
| Total Scenarios | 31 |
| Passed | 31 |
| Failed | 0 |
| Pass Rate | 100.0% |

## Results by Category

### Calendar

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Calendar: Schedule DISCO review meeting | ✅ PASS | 32.3s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, getSystemDateTime, createEvent, checkNotificationPrefs | - |
| Calendar: Schedule Salesforce demo | ✅ PASS | 46.8s | searchAvailableSkills, lookupGroundTruthEntity, linkupSearch, searchAvailableSkills, lookupGroundTruthEntity, getSystemDateTime, linkupSearch, linkupSearch, listEvents, getChannelContext | - |
| Calendar: Schedule Ambros follow-up | ✅ PASS | 26.4s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, getSystemDateTime, createEvent | - |

### Spreadsheet

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Spreadsheet: DISCO funding metrics | ✅ PASS | 19.8s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Spreadsheet: Ambros deal pipeline | ✅ PASS | 22.3s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, listSpreadsheets, searchFundingEvents | - |
| Spreadsheet: Gemini pricing comparison | ✅ PASS | 21.7s | searchAvailableSkills, lookupGroundTruthEntity, linkupSearch, searchAvailableSkills, lookupGroundTruthEntity, createSpreadsheet | - |

### Document

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Document: DISCO investment memo | ✅ PASS | 26.9s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Document: QuickJS security assessment | ✅ PASS | 33.0s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, createDossier | - |
| Document: GenomiQ due diligence | ✅ PASS | 35.4s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, createDossier | - |

### Web

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Web: DISCO news search | ✅ PASS | 36.3s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, linkupSearch | - |
| Web: Salesforce Agentforce deep dive | ✅ PASS | 67.9s | searchAvailableSkills, lookupGroundTruthEntity, linkupSearch, searchAvailableSkills, lookupGroundTruthEntity, linkupSearch, linkupSearch | - |
| Web: DISCO multi-source verification | ✅ PASS | 59.2s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, getSystemDateTime, linkupSearch | - |

### Media

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Media: DISCO UI card design | ✅ PASS | 25.1s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Media: SoundCloud incident timeline | ✅ PASS | 24.9s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Media: VaultPay sales materials | ✅ PASS | 28.6s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |

### Skills

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Skills: Banker skill discovery | ✅ PASS | 21.0s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Skills: VC thesis skill | ✅ PASS | 24.7s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Skills: Quant signal skill | ✅ PASS | 25.3s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, describeSkill | - |
| Skills: Digest persona skill | ✅ PASS | 26.6s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, getDailyBrief, getLiveFeed | - |

### Tools

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Tools: Basic tool discovery | ✅ PASS | 20.7s | searchAvailableSkills, searchAvailableTools, searchAvailableSkills, lookupGroundTruthEntity | - |
| Tools: Describe tool schemas | ✅ PASS | 20.8s | searchAvailableSkills, describeTools, searchAvailableSkills | - |
| Tools: Gateway invocation | ✅ PASS | 19.6s | searchAvailableSkills, invokeTool, searchAvailableSkills, lookupGroundTruthEntity | - |
| Tools: Safe tier tool | ✅ PASS | 21.7s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |

### Hybrid

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Hybrid: Memory-first retrieval | ✅ PASS | 20.3s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Hybrid: Fusion search ranking | ✅ PASS | 27.6s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, quickSearch | - |
| Hybrid: Cross-source aggregation | ✅ PASS | 40.0s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, queryMemory, linkupSearch | - |
| Hybrid: Stale data detection | ✅ PASS | 21.3s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |

### Disclosure

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Disclosure: P0 telemetry events | ✅ PASS | 20.7s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Disclosure: P1 persona classification | ✅ PASS | 20.5s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Disclosure: P2 skill allowlist | ✅ PASS | 19.8s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Disclosure: P3 full disclosure trace | ✅ PASS | 20.8s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
