# Expanded Evaluation Results

Generated: 2026-04-22T17:40:39.206Z
Model: gpt-5.4
Category: all
Total Time: 820.6s

## Summary

| Metric | Value |
|--------|-------|
| Total Scenarios | 31 |
| Passed | 30 |
| Failed | 1 |
| Pass Rate | 96.8% |

## Results by Category

### Calendar

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Calendar: Schedule DISCO review meeting | ✅ PASS | 30.8s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, getSystemDateTime, checkNotificationPrefs, listEvents, createEvent | - |
| Calendar: Schedule Salesforce demo | ✅ PASS | 34.5s | searchAvailableSkills, lookupGroundTruthEntity, linkupSearch, searchAvailableSkills, lookupGroundTruthEntity, getSystemDateTime, linkupSearch, listEvents | - |
| Calendar: Schedule Ambros follow-up | ✅ PASS | 27.1s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, getSystemDateTime, getUserContext, createEvent | - |

### Spreadsheet

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Spreadsheet: DISCO funding metrics | ✅ PASS | 21.6s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Spreadsheet: Ambros deal pipeline | ✅ PASS | 22.0s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, listSpreadsheets | - |
| Spreadsheet: Gemini pricing comparison | ✅ PASS | 22.8s | searchAvailableSkills, lookupGroundTruthEntity, linkupSearch, searchAvailableSkills, lookupGroundTruthEntity, createSpreadsheet | - |

### Document

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Document: DISCO investment memo | ✅ PASS | 27.0s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Document: QuickJS security assessment | ✅ PASS | 24.4s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Document: GenomiQ due diligence | ✅ PASS | 24.4s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |

### Web

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Web: DISCO news search | ✅ PASS | 33.4s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, linkupSearch | - |
| Web: Salesforce Agentforce deep dive | ✅ PASS | 55.9s | searchAvailableSkills, lookupGroundTruthEntity, linkupSearch, searchAvailableSkills, lookupGroundTruthEntity, initScratchpad, linkupSearch, linkupSearch | - |
| Web: DISCO multi-source verification | ✅ PASS | 51.5s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, linkupSearch | - |

### Media

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Media: DISCO UI card design | ✅ PASS | 22.8s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Media: SoundCloud incident timeline | ✅ PASS | 20.7s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Media: VaultPay sales materials | ✅ PASS | 32.8s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, linkupSearch | - |

### Skills

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Skills: Banker skill discovery | ✅ PASS | 25.0s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Skills: VC thesis skill | ✅ PASS | 22.4s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Skills: Quant signal skill | ✅ PASS | 26.9s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, describeSkill | - |
| Skills: Digest persona skill | ✅ PASS | 28.7s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, getDailyBrief, getLiveFeed | - |

### Tools

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Tools: Basic tool discovery | ✅ PASS | 23.0s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Tools: Describe tool schemas | ❌ FAIL | 21.4s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills | Output missing expected content: "parameter" |
| Tools: Gateway invocation | ✅ PASS | 17.7s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Tools: Safe tier tool | ✅ PASS | 21.4s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |

### Hybrid

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Hybrid: Memory-first retrieval | ✅ PASS | 23.0s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Hybrid: Fusion search ranking | ✅ PASS | 23.4s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Hybrid: Cross-source aggregation | ✅ PASS | 38.8s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity, queryMemory, linkupSearch | - |
| Hybrid: Stale data detection | ✅ PASS | 19.0s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |

### Disclosure

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Disclosure: P0 telemetry events | ✅ PASS | 19.9s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Disclosure: P1 persona classification | ✅ PASS | 19.0s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Disclosure: P2 skill allowlist | ✅ PASS | 18.0s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
| Disclosure: P3 full disclosure trace | ✅ PASS | 21.4s | searchAvailableSkills, lookupGroundTruthEntity, searchAvailableSkills, lookupGroundTruthEntity | - |
