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Expand Firebase Firestore Agent Skill evaluation suite with multi-domain benchmarks. - #174

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Expand Firebase Firestore Agent Skill evaluation suite with multi-domain benchmarks.

Expands the Firebase Firestore Agent Skill evaluation suite with 5 specialized Web SDK evaluation benchmark suites (43 evaluation cases):

  • classic_sdk: Core CRUD, document references, batch writes, queries, composite index configuration, cursor pagination, transactions, and aggregate queries.
  • edition_routing: Standard vs Enterprise database detection, CLI provisioning, and feature gating.
  • pipeline_api: Server-side relational joins, scalar expressions, vector similarity search, full-text search, and pipeline DML mutations.
  • security_rules: Type checking, schema constraints, role-based access control, and helper function validation.
  • fixtures & validators: Hermetic package setup, TypeScript compiler type-checking (tsc --noEmit), and mock Firebase CLI inspection.

Benchmark Results:

…ain benchmarks.

Expands the Firebase Firestore Agent Skill evaluation suite with 5 specialized Web SDK evaluation benchmark suites (43 evaluation cases):
- classic_sdk: Core CRUD, document references, batch writes, queries, composite index configuration, cursor pagination, transactions, and aggregate queries.
- edition_routing: Standard vs Enterprise database detection, CLI provisioning, and feature gating.
- pipeline_api: Server-side relational joins, scalar expressions, vector similarity search, full-text search, and pipeline DML mutations.
- security_rules: Type checking, schema constraints, role-based access control, and helper function validation.
- fixtures & validators: Hermetic package setup, TypeScript compiler type-checking (tsc --noEmit), and mock Firebase CLI inspection.

Benchmark Results:
- Gemini 3.5 Flash 5-Suite Ablation: 97.6% candidate (41/42) vs 81.0% baseline (34/42), achieving +16.7% net lift and +20.6% relative lift.
  Report: https://evalin.corp.google.com/report/groupagent-firestore-clients-dev/25408bbcc2934582
- Production Gemini Flash 5-Suite Ablation: 90.5% candidate (38/42) vs 76.2% baseline (32/42), achieving +14.3% net lift.
  Report: https://evalin.corp.google.com/report/groupagent-firestore-clients-dev/5d0fe5a8a2a942d3

PiperOrigin-RevId: 975399223
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google-cla Bot commented Sep 9, 2026

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