VLCode-Lite/docs/benchmarks/vl-native-benchmark-20260315.md

VL Native Generation Benchmark (2026-03-15)

Baseline

• Model: mixed
• Target language: zh-CN
• Latest VL syntax doc: VL_3.6.md (2026-03-13 14:22:42)
• Latest THEME doc: THEME_6.5.vth (2026-03-12 18:15:19)
• Workflow spec doc: VL Workflow Spec 3.17 (2026-03-15 08:50:47)

Requirement

Build a desktop-first and mobile-friendly operations cockpit called CampusOps for a multi-campus facilities team.

Business scope:

• Roles: dispatcher and supervisor.
• Pages: overview, schedule, work-orders, alerts, settings.
• Data entities: Campus, Technician, WorkOrder, AlertRule, AlertEvent, UserPreference.
• Key interactions:
  • Overview shows KPI cards for open work orders, overdue SLA, active alerts, and technician utilization.
  • Schedule page lists technician assignments by campus and lets users filter by campus, technician, and shift status.
  • Work order page lists work orders with filters by campus, priority, and status, and supports changing the order status.
  • Alert center lists alert events with severity, source campus, and acknowledgement actions.
  • Settings page edits alert thresholds and dashboard density preferences.

Design direction:

• Theme should feel enterprise and operational: deep teal primary, slate surfaces, amber warning, red danger, soft elevated cards, pill filters.
• Prefer card/list/table layouts instead of advanced chart widgets.
• Keep interactions compile-safe and easy to preview.

Exact naming contract:

• Project name: CampusOps
• Database file: Database/CampusOps.vdb
• Theme file: Theme/Theme.vth
• Service files:
  • Services/OperationsOverview.vs
  • Services/ScheduleService.vs
  • Services/WorkOrderService.vs
  • Services/AlertService.vs
  • Services/SettingsService.vs
• Component files:
  • ExtComponents/KpiCard.cp
  • ExtComponents/StatusPill.cp
  • ExtComponents/FilterToolbar.cp
  • ExtComponents/AlertListItem.cp
• Section files:
  • Sections/OverviewPage.sc
  • Sections/ScheduleBoard.sc
  • Sections/WorkOrderDesk.sc
  • Sections/AlertCenter.sc
  • Sections/SettingsPage.sc
• App file: Apps/CampusOpsApp.vx

Use the current latest VL syntax and current latest THEME 6.5. Output compile-safe code only.

Summary

Method	Time(ms)	Hint E/W	Compile E/W	Compile OK	Meta Render	Missing	Preview
Direct Full	1040238	0/66	0/66	true	true (25)	0	0
Meta First	1116435	76/355	76/355	false	true (14)	0	0
Workflow 3-File	null	n/a/n/a	n/a/n/a	false	false (0)	17	0
Workflow 6-File	null	n/a/n/a	n/a/n/a	false	false (0)	17	0
Workflow 9-File	null	n/a/n/a	n/a/n/a	false	false (0)	17	0

Corrections Applied

• Workflow prompt/doc strings containing 3.5 were patched in-memory to the latest syntax version before workflow execution.
• SeedTheme nodes were forced to use the latest Theme 6.5 document content from DocCenter.
• Workflow doc path 1 was overwritten in-memory with the latest syntax document content from DocCenter instead of the repo-pinned local snapshot.

Outputs

Direct Full

• Project dir: /Users/ivx/Documents/VLProjects/_tests/CampusOpsDirectLatest20260315Run7Test
• Screenshot: /Users/ivx/Documents/VLProjects/_tests/CampusOpsDirectLatest20260315Run7Test/Process/direct-full.meta-viewer.png
• Missing paths: none
• Extra paths: none
• Metadata issues: none

Meta First

• Project dir: /Users/ivx/Documents/VLProjects/_tests/CampusOpsMetaLatest20260315Test
• Screenshot: /Users/ivx/Documents/VLProjects/_tests/CampusOpsMetaLatest20260315Test/Process/meta-first.meta-viewer.png
• Missing paths: none
• Extra paths: none
• Metadata issues: none

Workflow 3-File

• Project dir: /Users/ivx/Documents/VLProjects/_tests/CampusOps3FileLatest20260315Run6Test
• Screenshot: n/a
• Missing paths: Database/CampusOps.vdb, Theme/Theme.vth, Services/OperationsOverview.vs, Services/ScheduleService.vs, Services/WorkOrderService.vs, Services/AlertService.vs, Services/SettingsService.vs, ExtComponents/KpiCard.cp, ExtComponents/StatusPill.cp, ExtComponents/FilterToolbar.cp, ExtComponents/AlertListItem.cp, Sections/OverviewPage.sc, Sections/ScheduleBoard.sc, Sections/WorkOrderDesk.sc, Sections/AlertCenter.sc, Sections/SettingsPage.sc, Apps/CampusOpsApp.vx
• Extra paths: none
• Metadata issues: none

Workflow 6-File

• Project dir: /Users/ivx/Documents/VLProjects/_tests/CampusOps6FileLatest20260315Run2Test
• Screenshot: n/a
• Missing paths: Database/CampusOps.vdb, Theme/Theme.vth, Services/OperationsOverview.vs, Services/ScheduleService.vs, Services/WorkOrderService.vs, Services/AlertService.vs, Services/SettingsService.vs, ExtComponents/KpiCard.cp, ExtComponents/StatusPill.cp, ExtComponents/FilterToolbar.cp, ExtComponents/AlertListItem.cp, Sections/OverviewPage.sc, Sections/ScheduleBoard.sc, Sections/WorkOrderDesk.sc, Sections/AlertCenter.sc, Sections/SettingsPage.sc, Apps/CampusOpsApp.vx
• Extra paths: none
• Metadata issues: none

Workflow 9-File

• Project dir: /Users/ivx/Documents/VLProjects/_tests/CampusOps9FileLatest20260315Run2Test
• Screenshot: n/a
• Missing paths: Database/CampusOps.vdb, Theme/Theme.vth, Services/OperationsOverview.vs, Services/ScheduleService.vs, Services/WorkOrderService.vs, Services/AlertService.vs, Services/SettingsService.vs, ExtComponents/KpiCard.cp, ExtComponents/StatusPill.cp, ExtComponents/FilterToolbar.cp, ExtComponents/AlertListItem.cp, Sections/OverviewPage.sc, Sections/ScheduleBoard.sc, Sections/WorkOrderDesk.sc, Sections/AlertCenter.sc, Sections/SettingsPage.sc, Apps/CampusOpsApp.vx
• Extra paths: none
• Metadata issues: none

Bundle

• Zip: /Users/ivx/Documents/VLProjects/_tests/vl-native-benchmark-20260315.zip