GEO Content Studio
PassAudited by VirusTotal on May 11, 2026.
Overview
Type: OpenClaw Skill Name: geo-studio Version: 1.0.0 The skill bundle is benign. The `SKILL.md` file describes a complex orchestration logic for GEO content tasks, providing detailed instructions for the AI agent on how to select and chain other skills. While these instructions are extensive, they do not contain any prompt injection attempts designed to subvert the agent's security, exfiltrate data, or perform unauthorized actions. The `scripts/orchestrate.py` file, which is the executable component, is a very simple Python script that merely prints the names of skills based on a given intent; it does not execute any commands, perform file I/O, or make network calls. Although there is a significant discrepancy between the sophisticated orchestration described in `SKILL.md` and the simplistic implementation in `orchestrate.py` (which lacks conditional logic and full skill chaining), this is a functional limitation or an incomplete implementation, not a security vulnerability or malicious intent.
Findings (0)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
A single broad GEO request may lead the agent to run multiple content, audit, schema, or reporting steps.
The skill intentionally orchestrates multiple downstream GEO skills. This is expected for an orchestrator, but users should be aware that one request may trigger several related workflows.
Studio selects the right skill sequence ... Skills execute in optimal order
Review the proposed workflow before applying outputs, especially for site-facing changes such as schema or llms.txt updates.
If the initial classification, research, or draft is wrong, later generated content or recommendations may build on that error.
The documented workflow chains outputs from one skill into later steps, so mistakes in an earlier step could influence later content or technical recommendations.
Running: geo-prompt-researcher → finding your best target prompts... Done. Moving to: geo-citation-writer → drafting content structure... Done. Running: geo-human-editor
Confirm the intent path and important assumptions before relying on final deliverables or publishing generated content.