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Install in OpenClaw
/install ai-detector
Description
Detect whether text is human-written, AI-generated, AI-humanized, or lightly edited.
README (SKILL.md)
\r \r
AI Detector\r
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Classify text as likely human, ai, ai_humanized, or light_edited using the GPTHumanizer detection API.\r
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When to Use\r
\r Use this skill when the user wants to:\r \r
- check whether a passage appears AI-generated\r
- estimate AI-likelihood\r
- compare detection probabilities across classes\r \r
Core Rules\r
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- Treat results as probabilistic, not definitive proof.\r
- Avoid overclaiming certainty for short, mixed, or edited text.\r
- Return both the predicted class and supporting probabilities when available.\r
- Clearly report API failures, timeouts, or incomplete results.\r \r
API Reference\r
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See api.md for endpoint details, request schema, and examples.\r
Usage Guidance
This skill simply forwards user text to an external API (https://detect.gpthumanizer.ai) and returns probabilistic classifications. Before installing or using it, consider: 1) privacy — do not send sensitive or personally identifiable data to the external service; 2) trust & terms — verify GPTHumanizer's reputation and data retention/usage policies; 3) testing — try non-sensitive samples first and verify results and failure handling; 4) if you need stronger data control, consider a detector you can self-host or one that requires an API key tied to your account. The skill itself does not request credentials or install code, so there are no unexpected local privileges.
Capability Analysis
Type: OpenClaw Skill
Name: ai-detector
Version: 1.0.0
The AI Detector skill is a legitimate integration for the GPTHumanizer API, designed to classify text as human or AI-generated. The bundle consists entirely of documentation (SKILL.md, api.md, README.md) that provides clear, safety-conscious instructions for the AI agent, such as treating results as probabilistic and reporting API failures. While the API allows overriding the base URL, this is a standard configuration feature and there is no evidence of malicious intent, data exfiltration beyond the stated purpose, or prompt injection attacks.
Capability Assessment
Purpose & Capability
Name and description (AI detection) match the included SKILL.md and api.md: the skill documents a single external detection endpoint and does not request unrelated credentials, binaries, or system access.
Instruction Scope
Instructions are narrowly scoped to calling the GPTHumanizer detection API and returning probabilistic labels. One privacy-related note: using the skill will send user text to detect.gpthumanizer.ai (the api.md documents an optional base_url override); the SKILL.md does not instruct reading local files or other unrelated data sources.
Install Mechanism
No install spec or bundled code — instruction-only packaging means nothing is written to disk or downloaded during install.
Credentials
The skill declares no required environment variables, credentials, or config paths. This is proportionate to a public API that requires no auth as documented.
Persistence & Privilege
Skill is not always-enabled and requests no persistent system privileges or modifications. Autonomous invocation is allowed (default) but is consistent with normal skill behavior.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ai-detector - After installation, invoke the skill by name or use
/ai-detector - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is AI Detector?
Detect whether text is human-written, AI-generated, AI-humanized, or lightly edited. It is an AI Agent Skill for Claude Code / OpenClaw, with 306 downloads so far.
How do I install AI Detector?
Run "/install ai-detector" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is AI Detector free?
Yes, AI Detector is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does AI Detector support?
AI Detector is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created AI Detector?
It is built and maintained by mattc95 (@mattc95); the current version is v1.0.0.
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