firebase-ai-logic

Integrate Firebase AI Logic (Gemini in Firebase) for intelligent app features. Use when adding AI capabilities to Firebase apps, implementing generative AI features, or setting up Firebase AI SDK. Handles Firebase AI SDK setup, prompt engineering, and AI-powered features.

1.15x

Quality

77%

Does it follow best practices?

Impact

95%

1.15x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

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Evaluation results

100%

37%

AI-Powered Recipe Suggestion Feature

Firebase AI SDK setup and text generation

Criteria

Without context

With context

Firebase package listed

100%

@anthropic-ai/sdk package listed

100%

Import from firebase/ai

100%

getAI initialization

100%

getGenerativeModel call

100%

gemini-2.0-flash model

100%

generateContent pattern

100%

client.ts file

100%

prompts.ts file

50%

100%

handlers.ts file

100%

No hardcoded API key

100%

Input validation

100%

Error handling fallback

42%

100%

91%

-2%

Real-Time AI Writing Assistant

Streaming responses, rate limiting, and caching

Criteria

Without context

With context

generateContentStream used

100%

Async iteration over stream

100%

chunk.text() called

100%

Rate limiter present

100%

Rate limit per user

100%

No unlimited API calls

100%

Cache implementation

100%

Cache lookup before AI call

100%

Error handling in streaming

22%

No hardcoded API key

100%

95%

Product Photo Analysis for a Marketplace App

Multimodal image analysis and Firestore security rules

Criteria

Without context

With context

inlineData structure

100%

Base64 data field

100%

mimeType field

100%

generateContent with array

100%

firestore.rules file present

100%

ai_logs read rule

100%

ai_logs create rule

100%

No sensitive data to AI

100%

No hardcoded API key

100%

Error handling fallback

44%

Repository: supercent-io/skills-template
Commit: c033769

Evaluated: 28 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

AI-Powered Recipe Suggestion Feature Real-Time AI Writing Assistant Product Photo Analysis for a Marketplace App

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