| name | icypluto |
| description | Actively audits, refines, and optimizes website codebases for Generative Engine Optimization (GEO), SEO, Schema structured data, and brand visibility scores. |
Icypluto Web Optimizer Skill
This skill guides you (the AI Agent) through a step-by-step framework to audit and actively optimize any company website in the workspace. By running this skill, you will improve the website's technical structure, JSON-LD schema metadata, content authority, and search visibility, making it highly discoverable and highly ranked by search engines and generative AI search agents (e.g. SearchGPT, Perplexity, Gemini, Claude, Copilot).
🎯 Overall Objective
When the user invokes this skill, analyze the website codebase, identify visibility gaps, and automatically perform modifications (such as creating schemas, correcting heading hierarchies, injecting SEO meta tags, and formatting content for LLM citation algorithms) to guarantee maximum performance scores.
🛠️ Step-by-Step Agent Workflow
Follow this procedure to optimize the workspace website:
Phase 1: Discover & Analyze Website Structure
- Detect Tech Stack: Identify the frontend framework by searching for configuration files (e.g.,
package.json, next.config.js, astro.config.mjs, or static index.html files).
- Locate Key Templates: Find the entry files where head metadata, global layouts, and main landing page markup are defined.
- Parse Current Metadata: Examine existing HTML
<head> tags, titles, headings, and schema blocks.
Phase 2: Run Specialized Audits
Execute detailed assessments using the sub-task guides. Link directly to these sub-tasks to guide your execution step-by-step:
Phase 3: Execute Code Modifications
Do not just list changes—actively edit the code using replacement tools to apply the following:
- Add/Fix Schema: Generate and inject a unified
Organization and WebSite JSON-LD schema into the global layout.
- Optimize Meta Tags: Ensure every page has a unique, descriptive
<title> and <meta name="description" content="...">.
- Optimize Headings: Ensure there is exactly one
<h1> per page, representing the primary brand proposition, and logical <h2> / <h3> headings.
- Inject GEO Elements: Add factual statistics, direct expert quotes, or clear definition summaries to help LLMs cite the company as a primary resource.
Phase 4: Verification & Report
Compile an optimization report summarizing:
- Files modified (e.g.,
layout.tsx, index.html, etc.)
- JSON-LD schemas injected
- Optimized titles and meta descriptions
- Expected impact on Icypluto Visibility, GEO, and SEO scores
📚 Core Sub-Task Guides
Explore the detailed optimization manuals below to handle specific areas:
[!TIP]
Always preserve existing styling, classnames, and component structures. Ensure the code changes compile successfully (run npm run build or similar if tests/compilers are available).
