Name: firebase-ai-logic-basics
Rating: 56.8 (1 reviews)
Author: firebase

firebase-ai-logic-basics

Official skill for integrating Firebase AI Logic (Gemini API) into web applications. Covers setup, multimodal inference, structured output, and security.

1.42x

Quality

33%

Does it follow best practices?

Impact

100%

1.42x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

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Evaluation results

100%

39%

News Article Summarizer — Firebase AI Logic Web Integration

Web SDK setup and streaming initialization

Criteria

Without context

With context

Init ailogic CLI command

16%

100%

Projects list command

100%

Apps list command

62%

100%

Firebase SDK install command

100%

GoogleAIBackend initialization

100%

getAI after initializeApp

100%

Correct model name

100%

Does NOT use gemini-1.5-flash

100%

Streaming via generateContentStream

100%

Gemini Developer API chosen

100%

No hardcoded model alternative note

100%

38%

Customer Service Chat Assistant — Flutter Mobile App

Flutter setup with correct provisioning and security

Criteria

Without context

With context

CLI provisioning step

100%

flutterfire configure scope

50%

100%

firebase_ai package (not firebase_vertexai)

100%

firebase_core and firebase_auth included

50%

100%

Correct model name in Dart

100%

FirebaseAI.googleAI usage

100%

startChat for multi-turn

100%

Firebase init before AI usage

100%

Anonymous or authenticated sign-in

100%

App Check mentioned

100%

App Check purpose explained

100%

12%

Product Catalog Analyzer — Multimodal Structured Data Extraction

Multimodal structured output with large file handling

Criteria

Without context

With context

GoogleAIBackend initialization

100%

Correct model name

100%

Does NOT use gemini-1.5-flash

100%

responseMimeType JSON config

100%

Schema used for structured output

100%

Inline data for image input

100%

20MB threshold for large files

100%

Cloud Storage fallback noted

100%

Gemini Developer API chosen

75%

100%

Gemini model chosen for image analysis

100%

JSON.parse on response

100%

Repository: firebase/agent-skills
Commit: c3bb9d5

Evaluated: 2 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

News Article Summarizer — Firebase AI Logic Web Integration Customer Service Chat Assistant — Flutter Mobile App Product Catalog Analyzer — Multimodal Structured Data Extraction

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