devtools

AIL framework: Leak Info Analysis

Name: AIL framework: Leak Info Analysis
Author: ail-project

Detect info leaks with AIL framework, a Python tool for founders needing darkweb scraping and data mining insights.

From the repo · “AIL framework - Analysis Information Leak framework”

1,034 stars+4★ this week149 forksPythonGuide quality 8/10 · reviewed Jul 9Updated 10/21/2026100% free · open source

What it does

AIL framework is a Python tool that helps detect information leaks by scraping and mining data from the dark web, providing founders with insights into potential security threats.

When to use it

•When monitoring for potential data breaches related to your startup's sensitive information
•When researching competitors or similar companies for security vulnerabilities
•When needing to identify and mitigate dark web-related threats to your business

Ready-to-paste prompt

ail2-feed -t http -u https://example.com/data.json -o /path/to/output/directory

Heads up: The AIL framework requires a recent version of Python (at least 3.7) and may require additional dependencies or configuration for certain features, such as the `yara` library for malware analysis

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ail-framework && curl -fsSL https://workflowstacks.com/api/skills/ail-framework/claude-skill -o ~/.claude/skills/ail-framework/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

top-level files

folders

103.2M

source size

AGPL-3.0

license

Key files

AGENTS.md

README.md

requirements.txt

File tree

.github/

bin/

configs/

doc/

files/

logs/

other_installers/

samples/

tests/

tools/

update/

var/

.gitchangelog.rc

.gitignore

.gitmodules

AGENTS.md

HOWTO.md

install_virtualenv.sh

installing_deps.sh

LICENSE

README.md

requirements.txt

reset_AIL.sh

SECURITY.md

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ail-framework && curl -fsSL https://workflowstacks.com/api/skills/ail-framework/claude-skill -o ~/.claude/skills/ail-framework/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

ail-project

Language

Python