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Install in OpenClaw
/install phishing-detection
Description
Analyzes URLs using heuristic algorithms to detect and identify phishing threats in real time.
Usage Guidance
This skill appears to be a thin wrapper around an external phishing-detection API and will send any URL you give it to third-party endpoints (api.mkkpro.com / toolweb.in). Before installing: 1) Confirm the provider and review its privacy/terms (no homepage/source is listed in metadata). 2) Do not submit sensitive URLs (with session tokens, PII, or internal links) until you verify data handling. 3) Check whether the API requires an API key—the skill doesn't declare one; if so, ensure a secure primaryEnv is used. 4) Prefer corporate-approved scanning services for sensitive environments. 5) If you need higher assurance, ask the publisher for provenance, a privacy policy, and whether submitted URLs are logged or retained.
Capability Analysis
Type: OpenClaw Skill
Name: phishing-detection
Version: 1.0.0
The skill bundle is a standard API wrapper for a phishing detection service hosted at api.mkkpro.com. It contains no executable code or suspicious instructions in SKILL.md or openapi.json. The functionality is limited to analyzing URLs for threat indicators, which aligns with its stated purpose.
Capability Assessment
Purpose & Capability
Name and description match the provided API-style usage (POST /check-url) and threat-scoring outputs. However, the SKILL.md references third-party endpoints and a commercial provider (toolweb.in / api.mkkpro.com) but the skill metadata does not declare any required credentials or a primaryEnv; this could be an oversight or imply the API is public. The missing homepage/source information and cryptic owner ID reduce trust in provenance.
Instruction Scope
The SKILL.md tells the agent to submit user-supplied URLs to external API endpoints. That is expected for a remote phishing-analysis service, but it means potentially sensitive URLs (including query strings, tokens, or PII) will be transmitted off-host. The instructions do not define privacy/retention, nor do they require or document authentication—so it's unclear how data is handled or who receives it.
Install Mechanism
Instruction-only skill with no install spec, no code files to execute, and no binaries required. This minimizes local write/execute risk.
Credentials
The skill declares no required environment variables or credentials despite documenting an external API and paid pricing plans. If the gateway/api actually requires an API key, the skill should declare a primaryEnv; the omission could be benign (public API) or a configuration oversight. No other unrelated credentials or system paths are requested.
Persistence & Privilege
The skill does not request persistent presence (always: false) and does not include installation steps that modify agent/system configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install phishing-detection - After installation, invoke the skill by name or use
/phishing-detection - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of Heuristic Phishing Detection API.
- Provides real-time phishing risk analysis for any submitted URL using heuristic algorithms.
- Returns detailed results including risk score, threat indicators, and confidence level.
- Includes a simple POST /check-url endpoint for integration.
- Usage examples, request and response formats, and pricing plans are documented.
- Designed for integration with security tools, SIEM platforms, and automated workflows.
Metadata
Frequently Asked Questions
What is Phishing Detection?
Analyzes URLs using heuristic algorithms to detect and identify phishing threats in real time. It is an AI Agent Skill for Claude Code / OpenClaw, with 127 downloads so far.
How do I install Phishing Detection?
Run "/install phishing-detection" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Phishing Detection free?
Yes, Phishing Detection is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Phishing Detection support?
Phishing Detection is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Phishing Detection?
It is built and maintained by ToolWeb (@krishnakumarmahadevan-cmd); the current version is v1.0.0.
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