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Install in OpenClaw
/install oee-content-humanizer
Description
Rewrites AI-generated text to remove robotic tone, adding natural cadence and channel-specific style for platforms like Twitter, LinkedIn, blogs, email, or T...
Usage Guidance
This skill appears to perform the advertised task (it sends your text to Anthropic/Claude and returns a rewritten version), but note two things before installing or using it: (1) the code requires ANTHROPIC_API_KEY even though the registry metadata says no env vars — treat that metadata as incorrect and don't paste secrets into the skill without confirming how you'll manage the API key; (2) your input text is transmitted to api.anthropic.com (so avoid sending PII, credentials, or confidential content unless you accept that exposure and trust Anthropic and the skill's unknown author). If you want extra caution, request the publisher to correct the metadata, verify the author/homepage, or run the script in an isolated environment and inspect network egress (or use a local model) before providing sensitive text.
Capability Analysis
Type: OpenClaw Skill
Name: oee-content-humanizer
Version: 1.0.0
The skill is suspicious due to a prompt injection vulnerability in `humanize.py`. User-provided text is directly embedded into the prompt sent to the Claude API without sanitization, allowing an attacker to potentially manipulate the LLM's behavior. While the script makes an expected network call to `api.anthropic.com` for its stated purpose, this vulnerability could lead to unintended LLM outputs or information disclosure. There is no evidence of intentional malicious behavior such as data exfiltration to unauthorized endpoints, persistence mechanisms, or direct shell injection.
Capability Assessment
Purpose & Capability
The skill's stated purpose (humanize AI-generated text) matches the code and instructions: it detects 'AI tells' and sends a rewrite prompt to Anthropic's Claude model. However, the registry metadata claims no required environment variables while SKILL.md and the code require ANTHROPIC_API_KEY — this metadata omission is an inconsistency.
Instruction Scope
SKILL.md and humanize.py limit behavior to detecting keywords and sending a constructed prompt + user text to the Anthropic API; stdout is the rewritten text and stderr contains detection info. The instructions do not ask the agent to read arbitrary files, other env vars, or post data to unexpected endpoints.
Install Mechanism
No install spec (instruction-only with an included Python script). The script uses only the Python standard library (urllib) and makes an HTTPS call to api.anthropic.com. No external downloads, package installs, or archive extraction are present.
Credentials
The code requires ANTHROPIC_API_KEY in the environment to operate — this is reasonable for a cloud LLM-based humanizer. However, the registry metadata does not declare this required env var or a primary credential, which is an incoherence that could mislead users about required secrets. The skill will transmit the full input text to Anthropic, so any sensitive content would be shared with that third party.
Persistence & Privilege
The skill does not request always:true, does not modify other skills or system configs, and does not store persistent credentials itself. It behaves like a transient CLI-style tool invoked per use.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install oee-content-humanizer - After installation, invoke the skill by name or use
/oee-content-humanizer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of Humanizer: transforms AI-generated text to sound more natural and human.
- Detects AI language patterns such as buzzwords, tone inflation, and repetitive structure.
- Rewrites text with human-like cadence, contractions, and rhythm.
- Supports tuning output for various platforms: Twitter, LinkedIn, Blog, Email, and Telegram.
- Includes detection-only mode to highlight robotic elements without rewriting.
- No external dependencies required; runs with Python 3.10+ and Claude Haiku API.
Metadata
Frequently Asked Questions
What is OEE Content Humanizer?
Rewrites AI-generated text to remove robotic tone, adding natural cadence and channel-specific style for platforms like Twitter, LinkedIn, blogs, email, or T... It is an AI Agent Skill for Claude Code / OpenClaw, with 742 downloads so far.
How do I install OEE Content Humanizer?
Run "/install oee-content-humanizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is OEE Content Humanizer free?
Yes, OEE Content Humanizer is completely free (open-source). You can download, install and use it at no cost.
Which platforms does OEE Content Humanizer support?
OEE Content Humanizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created OEE Content Humanizer?
It is built and maintained by OdinBot33 (@odinbot33); the current version is v1.0.0.
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