Apple Buy Advisor: Your AI-Powered Product Research Agent for Google Antigravity
Meet the Apple Buy Advisor skill for Google Antigravity — an AI agent that fetches live specs, synthesizes reviews, and generates structured buying reports to help you choose the right Apple product.
The Problem Every Apple Buyer Faces
You walk into an Apple Store. Or you open Apple.com. And suddenly you're staring at twelve MacBook models, five iPad variants, four Apple Watch tiers, and a confusing web of chip generations, storage tiers, and display technologies. Which one is actually right for you?
If you're like most people, you end up doing what everyone does: open a dozen tabs, read conflicting reviews, compare specs across Apple's own product pages, and somehow still walk away unsure. The gap between "I need a new MacBook" and "I know exactly which MacBook to buy" is filled with hours of fragmented research.
What if an AI agent could do that research for you — pulling live data, reading reviews, and handing you a structured report with a clear recommendation?
That's exactly what the Apple Buy Advisor skill does for Google Antigravity.
What Is Apple Buy Advisor?
Apple Buy Advisor is a specialized Felo Skill designed for Google Antigravity's Agent Manager. It transforms your Antigravity AI agent into a dedicated Apple product research assistant.
Here's what it does:
- Fetches live specs from Apple.com — Always current, never stale. The skill pulls real-time product specifications directly from Apple's official pages, so your agent works with the exact lineup available today, not what was true six months ago.
- Collects user and professional reviews — The skill aggregates reviews from trusted sources, giving your agent a balanced view of how each product performs in real-world use.
- Generates structured buying reports — The output isn't just a summary. It's a complete, organized report comparing options, highlighting trade-offs, and recommending the best fit based on your needs.
The skill integrates seamlessly into Antigravity's .agent/skills/ folder system. Drop it in, commit to Git, and every developer on your team instantly has access to Apple product research capabilities — no per-user setup required.
How It Works Under the Hood
The Apple Buy Advisor follows a clear three-stage workflow that mirrors how a knowledgeable shopping assistant would operate:
Stage 1: Spec Collection
The agent queries Apple.com's product pages to gather current specifications for the relevant product category. This includes:
- Chip/model generation and performance tier
- Display size, resolution, and technology (OLED, mini-LED, etc.)
- Memory and storage configurations
- Price points across all variants
- Availability status
Because this data comes directly from Apple's live site, it reflects the most recent announcements, price adjustments, and inventory changes. No training data cutoff means no outdated information.
Stage 2: Review Synthesis
Raw specs tell you what a product is. Reviews tell you how it performs. The Apple Buy Advisor gathers both professional reviews from established tech publications and user reviews from everyday buyers. It then synthesizes these perspectives into key themes:
- Performance — How does the chip actually handle real workloads?
- Battery life — Does it last through a full workday?
- Value — Is the price justified by the experience?
- Common issues — Are there recurring complaints worth knowing about?
This synthesis saves you from reading dozens of individual reviews. The agent distills the collective wisdom into actionable insights.
Stage 3: Recommendation Generation
The final stage is where the research becomes a decision. The agent produces a structured buying report that includes:
- A comparison matrix of relevant models
- Pros and cons for each option
- A clear recommendation tailored to specific use cases (student, professional, creative work, casual use, etc.)
- Price-to-performance analysis to identify the best value
The report is designed to be immediately useful — you can read it in five minutes and walk away with a confident decision.
Why This Matters for Antigravity Teams
If you're using Google Antigravity for development, research, or operational tasks, the Apple Buy Advisor demonstrates a broader pattern that Felo Skills enable across your entire workflow.
Live Data Beats Training Data
Gemini 3, like all foundation models, has a knowledge cutoff. Product prices change. New models launch. Specifications get updated. Apple Buy Advisor shows what happens when you close that gap: your agent stops returning stale information and starts delivering current, actionable data.
This pattern applies far beyond Apple products. Felo Search, Felo Web Fetch, and Felo X Search bring the same live-data capability to market research, competitor analysis, and social signal monitoring.
Structured Output, Not Just Summaries
Notice that Apple Buy Advisor doesn't just summarize — it generates a structured report. This is the difference between an AI that plans and an AI that delivers. The Felo Blog ecosystem extends this principle across content generation, slide creation, and page building. The agent produces a finished artifact, not a markdown summary you have to reformat yourself.
Zero Friction Integration
The entire skill lives in a single folder under .agent/skills/. There's no API key to configure, no service to subscribe to, and no learning curve beyond knowing which skill solves which problem. The SKILL.md description acts as a semantic trigger — the Agent Manager activates the skill automatically when your task matches its description.
Who Benefits Most
Individual Buyers
If you're shopping for a new Apple product, the Apple Buy Advisor eliminates the research phase entirely. Tell your Antigravity agent what you need — "I need a laptop for video editing under $2,500" — and get a structured recommendation in minutes instead of hours.
IT and Procurement Teams
Teams purchasing devices at scale need consistent, documented rationale for their choices. The structured buying reports generated by Apple Buy Advisor provide a clear audit trail: here's what we compared, here's why we chose it, here's the price-to-performance analysis.
Content Creators and Tech Writers
Tech reviewers, affiliate marketers, and content creators can use Apple Buy Advisor as a research starting point. The live specs and synthesized reviews provide a solid foundation that you can then expand into articles, videos, or social content.
Students and Educators
Apple products are ubiquitous in education. Students researching which MacBook or iPad to buy for coursework, and educators building purchasing guides, both benefit from current, well-structured information.
Installation in Google Antigravity
Getting started takes minutes:
# Clone the Felo skills repository
git clone https://github.com/Felo-Inc/felo-skills.git
# Copy the Apple Buy Advisor skill to your Antigravity skills folder
cp -r felo-skills/apple-buy-advisor ~/.gemini/antigravity/skills/
# Or for team-wide deployment, use .agent/skills/ and commit to Git
cp -r felo-skills/apple-buy-advisor .agent/skills/
git add .agent/skills/apple-buy-advisor
git commit -m "Add Apple Buy Advisor skill"
Once the skill folder is in place, Antigravity's Agent Manager picks it up automatically. The next time your agent encounters a task about Apple products, the skill activates without any manual intervention.
Beyond Apple: The Felo Skills Ecosystem
Apple Buy Advisor is one piece of a larger toolkit. The full Felo Skills directory includes capabilities for:
- Live research and verification — Felo Search brings real-time web data into your agent workflows
- Knowledge base building — Felo LiveDoc turns your internal documents into a searchable knowledge layer
- Presentation generation — Felo Slides converts research into polished .pptx decks
- Web extraction — Felo Web Fetch pulls structured data from any webpage
- Social listening — Felo X Search monitors X/Twitter for market signals and trends
- Video processing — Felo YouTube Subtitling extracts transcripts and summaries from video content
- Workflow automation — Felo SuperAgent runs continuous AI workflows with persistent memory
Each skill follows the same install-and-forget model. Drop it into .agent/skills/, and your Antigravity agents gain new capabilities automatically.
The Bigger Picture: AI Agents That Actually Deliver
The difference between an AI that plans and an AI that delivers comes down to one thing: access to the right tools at the right time.
Apple Buy Advisor is a microcosm of what Felo Skills enable across the Antigravity platform. Your AI agent stops being a conversational tool and becomes a production-ready assistant that can:
- Research current information no training data covers
- Analyze multiple data sources simultaneously
- Synthesize findings into structured, actionable output
- Deliver a finished artifact — not just a plan
Visit felo.ai to explore the full range of skills available for Google Antigravity, or browse the skills directory to find the exact capability your agents need next.
Apple Buy Advisor is part of the Felo Skills ecosystem for Google Antigravity. All Felo Skills are free, open-source, and designed to extend what your AI agents can do — starting today.
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