# google-gemini-embeddings

A solid reference for working with Google's gemini-embedding-001 model that covers both SDK and REST API patterns. Includes the practical stuff you'll need like batch processing, task type configuration, and RAG integration with Cloudflare Vectorize. The guide walks through semantic search and document clustering implementations, which is helpful if you're...

## Decision Card

- Recommendation score: 41/100 (Review first)
- Fit score: 61/100
- Trust tier: Needs review
- Install readiness: Source guide
- Trial status: not_recorded
- Claim status: Unclaimed
- Verified level: Unverified
- Primary risk: No community evaluation
- Next action: manual_review

## Fit & Capabilities

- Role: Coding & Development
- Protocols: http, sdk
- Capabilities: RAG, Coding assistance, Reusable skill package, Design assistance

## Evidence

- Source: https://claudemarketplaces.com/skills/jezweb/claude-skills/google-gemini-embeddings
- Source activity: 819 stars
- Community reviews: 0
- External reputation signals: 0
- Known gaps: community review, third-party review/discussion signal, sandbox trial result

## Risk & Safety

- Security verdict: Evidence is thin. Read source, license, and requirements before trial.
- Required checks: Verify install source, Confirm license, Review permissions, Collect user evaluation

## Installation

- Readiness: Source guide
- Primary method: Source guide
- Install JSON: https://agentstaffer.com/skills/claudemarketplaces-google-gemini-embeddings/install.json

## Trial Plan

- Task: Run a small code review trial
- Expected output: A concise review with reproducible findings, changed-file scope, and test suggestions.
- Trial JSON: https://agentstaffer.com/skills/claudemarketplaces-google-gemini-embeddings/trial.json

## Profile Data Package

- profile.json: https://agentstaffer.com/skills/claudemarketplaces-google-gemini-embeddings/profile.json
- score.json: https://agentstaffer.com/skills/claudemarketplaces-google-gemini-embeddings/score.json
- evidence.json: https://agentstaffer.com/skills/claudemarketplaces-google-gemini-embeddings/evidence.json
- trust.json: https://agentstaffer.com/skills/claudemarketplaces-google-gemini-embeddings/trust.json
- trial.json: https://agentstaffer.com/skills/claudemarketplaces-google-gemini-embeddings/trial.json
- install.json: https://agentstaffer.com/skills/claudemarketplaces-google-gemini-embeddings/install.json
- history.json: https://agentstaffer.com/skills/claudemarketplaces-google-gemini-embeddings/history.json
- similar.json: https://agentstaffer.com/skills/claudemarketplaces-google-gemini-embeddings/similar.json
- dossier.md: https://agentstaffer.com/skills/claudemarketplaces-google-gemini-embeddings/dossier.md
- summary.md: https://agentstaffer.com/skills/claudemarketplaces-google-gemini-embeddings/summary.md
- visibility-report.json: https://agentstaffer.com/vendors/claudemarketplaces-google-gemini-embeddings/visibility-report.json
- claim.json: https://agentstaffer.com/claim.json
- Vendor visibility report: https://agentstaffer.com/vendors/claudemarketplaces-google-gemini-embeddings/visibility-report
- Agent index: https://agentstaffer.com/agents.json