GEO Content Studio

Master GEO content orchestrator that understands user goals and intelligently routes tasks across specialized GEO skills. Automatically selects the right wor...

Security Scan

The skill is an instruction-only orchestrator that maps user intents to a fixed set of GEO sub-skills; its requested footprint and behavior match its stated purpose.

Purpose & Capability

Name/description claim an orchestration layer and the code + SKILL.md implement a simple intent→skill mapping and chaining rules. No declared env vars, binaries, or install steps are required, which is coherent for an orchestrator that delegates work to other skills.

Instruction Scope

SKILL.md limits behavior to classifying user intent, selecting a workflow path, and reporting progress/results. It does not instruct reading arbitrary files, sending data to external endpoints, or accessing secrets. It does delegate execution to other geo-* skills (so actual runtime actions depend on those downstream skills).

Install Mechanism

No install spec (instruction-only) and the included Python script is small and non-obfuscated. There are no downloads, archive extraction, or external install URLs — low installation risk.

Credentials

The skill declares no required environment variables, credentials, or config paths. This is proportionate to an orchestrator. Note: the downstream geo-* skills it calls may require credentials — those should be reviewed separately.

Persistence & Privilege

Flags show always:false and normal autonomous invocation allowed. The skill does not request persistent system presence or modify other skills/configs. This level of privilege is appropriate for an orchestrator.

Assessment

This skill appears to be a benign orchestrator that only selects and sequences other GEO skills. Before installing, verify (1) that the referenced child skills (geo-human-editor, geo-schema-gen, geo-competitor-scanner, etc.) exist and are trustworthy, because those skills perform the actual work and may request credentials or external access; (2) any external claims ("Powered by GEOly AI / geoly.ai") if you rely on that branding; and (3) test the orchestration in a controlled environment to confirm it doesn't surface unexpected network access or ask for secrets at runtime. If you install it, review the permissions and env var requirements of the downstream skills it will invoke.

Powered by GEOly AI (geoly.ai) — one entry point for every GEO content task.

Intelligent orchestration layer that selects and chains the right GEO skills based on your goal.

How It Works

1. You describe what you want to accomplish
2. Studio classifies your intent automatically
3. Studio selects the right skill sequence
4. Skills execute in optimal order
5. You get the final deliverable

No need to know which specific skill to call — just describe your goal.

Intent Recognition

Studio silently classifies requests into 5 paths:

Intent	Signals	Path
Discover	"what should I write", "where to start", "competitor", "strategy"	Research → Strategy
Build	"create", "write", "generate", "need content"	Create → Optimize → Edit
Fix	"optimize", "improve", "fix", "audit", "rewrite"	Optimize → Edit
Technical	"schema", "llms.txt", "structured data", "alt text"	Technical setup
Report	"report", "summary", "performance", "metrics"	Report

Workflow Paths

Path A: Discover (Start from scratch)

For: No content yet, don't know what to create

Step 1: geo-prompt-researcher
        → Find target prompts to rank for
        
Step 2: geo-competitor-scanner (if competitors mentioned)
        → Analyze competitor GEO tactics
        
Step 3: geo-som-strategist (if multi-month plan needed)
        → Build 90-day roadmap

Path B: Build (Create new content)

For: Have a topic, need to create content

Step 1: geo-citation-writer
        → Draft in right citation format
        
Step 2: geo-structured-writer
        → Apply headers, FAQ, tables
        
Step 3: geo-human-editor
        → Strip AI patterns, check claims
        
Step 4: geo-schema-gen
        → Generate JSON-LD markup
        
Step 5: geo-multimodal-tagger (if images/video)
        → Optimize media assets

Path C: Fix (Improve existing content)

For: Have content that needs improvement

Step 1: geo-human-editor
        → Remove AI feel first
        
Step 2: geo-content-optimizer
        → Apply GEO citation patterns
        
Step 3: geo-structured-writer (if structure weak)
        → Add headers, tables, FAQ
        
Step 4: geo-schema-gen (if no schema)
        → Generate markup
        
Step 5: geo-sentiment-optimizer (brand pages only)
        → Strengthen brand signals

Path D: Technical (Infrastructure)

For: Site setup, schema, llms.txt

Step 1: geo-site-audit (if full assessment needed)
        → 29-point site audit
        
Step 2: geo-llms-txt
        → Create/update llms.txt
        
Step 3: geo-schema-gen
        → Generate page schema
        
Step 4: geo-multimodal-tagger (if media issues)
        → Optimize image/video metadata

Path E: Report (Performance)

For: Analyze GEO performance

Step 1: geo-report-builder
        → Generate structured report
        → May branch to fix issues found

Chaining Rules

Rule 1: geo-human-editor is always last for content Every content path ends with human editing. Non-negotiable.

Rule 2: Skip research if topic is known If you say "write a 'What is GEO?' article", skip prompt research.

Rule 3: Don't run full audit for single requests If you just need FAQ schema, go directly to schema generation.

Rule 4: Sentiment optimizer is brand-content only Only for homepage, About, product pages — not educational content.

Rule 5: Ask before competitor scanning Requires competitor list — don't assume.

Rule 6: SOM strategist is for planning sessions Only for multi-week roadmaps, not single content pieces.

Opening Question

When triggered with broad request, Studio asks:

"What's the starting point — do you have existing content to improve, or are you creating something new?"

This determines Path B (Build) vs Path C (Fix), covering 80% of cases.

Progress Updates

As skills run, brief status updates:

Running: geo-prompt-researcher → finding your best target prompts...
Done. Moving to: geo-citation-writer → drafting content structure...
Done. Running: geo-human-editor → stripping AI patterns...
Done. Here's your final content + schema.

Available Skills

Skill	When Used
geo-prompt-researcher	Find what to rank for
geo-competitor-scanner	Analyze competitors
geo-site-audit	Full site health check
geo-som-strategist	Multi-month roadmap
geo-citation-writer	Create new content
geo-structured-writer	Add structure to drafts
geo-content-optimizer	Optimize existing content
geo-human-editor	Final human-voice pass
geo-schema-gen	Generate JSON-LD
geo-llms-txt	Create llms.txt
geo-multimodal-tagger	Optimize images/video
geo-sentiment-optimizer	Brand page sentiment
geo-report-builder	Performance reports

Output Contract

Every session ends with:

1. Brief summary — What was done, which skills ran
2. Primary deliverable — Content, schema, audit, or report
3. One clear next step — Single most impactful action to take

Never 10 recommendations — just one clear next step.

Example Requests

• "Help me create GEO content about AI search"
• "I want to rank in AI search for 'best CRM'"
• "Audit our homepage for AI visibility"
• "Build a GEO strategy for Q2"
• "Write an article AI will cite"
• "Clean up this content and make it GEO-ready"
• "I don't know where to start with GEO"

Typical Workflows

Create from Scratch

"I need content about project management"
       ↓
geo-prompt-researcher (find "best project management software")
       ↓
geo-citation-writer (comparison guide format)
       ↓
geo-structured-writer (headers, tables, FAQ)
       ↓
geo-human-editor (final polish)
       ↓
geo-schema-gen (Article + FAQPage schema)
       ↓
Content ready to publish

Improve Existing

"Fix this blog post for AI search"
       ↓
geo-human-editor (remove AI feel)
       ↓
geo-content-optimizer (add direct answer, FAQ)
       ↓
geo-schema-gen (add schema)
       ↓
Optimized content ready

Technical Setup

"Set up our site for GEO"
       ↓
geo-site-audit (find issues)
       ↓
geo-llms-txt (create file)
       ↓
geo-schema-gen (fix schema)
       ↓
Site GEO-ready