humanoidprobe 1.0.0

HumanoidProbe is a command-line XSS WAF intelligence tool that probes how a WAF responds to payload variations — telling you what gets blocked, what passes through, and what gets reflected back.

HumanoidProbe

by CyberSafeLabs

Analyse WAF behaviour. Think like an attacker.

HumanoidProbe is a command-line XSS WAF intelligence tool that probes how a WAF responds to payload variations — telling you what gets blocked, what passes through, and what gets reflected back.

Built from real bug bounty research. Not theory.

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What it does

• Fires categorised XSS payload variations at a target URL and parameter
• Detects WAF blocks via status codes, response body analysis, and response length changes
• Identifies reflected payloads — the highest value findings
• Summarises WAF behaviour and what it appears to be filtering
• Gives you actionable intelligence to craft smarter bypass payloads

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Installation

1. Make sure Python 3 is installed

python3 --version

If not:

sudo apt update && sudo apt install python3 python3-pip -y

2. Install the dependency

pip3 install requests

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Usage

python3 humanoidprobe.py -u <URL> -p <parameter>

Example:

python3 humanoidprobe.py -u https://example.com/search -p q

With options:

python3 humanoidprobe.py -u https://example.com/search -p q --delay 1 --timeout 15

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Options

Flag	Description	Default
-u / --url	Target URL	Required
-p / --parameter	GET parameter to test	Required
--payloads	Custom payload file path	payloads/xss.txt
--delay	Seconds between requests	0.5
--timeout	Request timeout in seconds	10

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Output verdicts

Verdict	Meaning
REFLECTED	Payload passed AND appeared in the response — investigate in browser immediately
PASSED	WAF did not block — worth exploring further
BLOCKED	WAF caught this payload
ERROR	Request failed (timeout, connection error)

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Project structure

humanoidprobe/
├── humanoidprobe.py    # Main entry point — what you run
├── payloads/
│   └── xss.txt         # XSS payload list
├── core/
│   ├── requester.py    # Sends HTTP requests
│   ├── detector.py     # Analyses responses (blocked vs passed)
│   └── reporter.py     # Terminal output and summary
└── README.md

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Roadmap

• WAF memory — builds a profile of WAF behaviour across sessions
• Intelligent bypass suggestions — generates mutations based on what passed
• POST parameter support
• SQLi payload module
• Output to file (JSON / txt)
• Burp Suite integration
• Full recon and attack surface mapping modules
• Humanoid Intelligence — AI layer (coming in future versions)

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Legal & ethical use

Only use HumanoidProbe against targets you have explicit permission to test. Unauthorised testing is illegal. This tool is built for legitimate security research and bug bounty programmes only.

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About

HumanoidProbe is the first tool from CyberSafeLabs — an independent cybersecurity research initiative focused on protecting digital assets through offensive research, vulnerability discovery, and practical security tooling.

The long-term vision: Humanoid Intelligence — an AI-powered security research platform built from real hunting experience.

CyberSafeLabs — protecting digital assets through research