communitytools

Transilience AI Community Security Tools

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Announcement

Practice Makes Perfect: Teaching an AI to Hack by Learning from Its Mistakes (March 2026)

We built an autonomous pentesting agent that scores 100% (104/104) on a published CTF benchmark suite — using only structured markdown skill files, no fine-tuning. Starting from a bare 89.4% baseline, we ran a simple loop roughly 15 times: run the benchmarks, find a failure, diagnose the missing technique, write it into a skill file, and run again. The same skills transfer cross-model: Claude Sonnet 4.6 reaches 96.2% and Claude Haiku 4.5 reaches 62.5%. This repository contains the full skill set described in the paper.

Read the paper

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Overview

Transilience AI Community Tools is a consolidated Claude Code security testing suite — 26 skills and 3 tool integrations that cover the full penetration testing lifecycle from reconnaissance to reporting. Agent roles (coordinator, executor, validator) are defined in skills/coordination/ with reference material in skills/coordination/reference/, and spawned dynamically via Agent(prompt=...).

Why Choose Transilience Community Tools?

• AI-Powered Automation — Claude coordinates intelligent security testing workflows
• Complete OWASP Coverage — 100% OWASP Top 10 + OWASP LLM Top 10
• Professional Reporting — CVSS 3.1, CWE, MITRE ATT&CK, Transilience-branded PDF reports
• Playwright Integration — Browser automation for client-side vulnerability testing
• Payload-Enriched References — 160+ reference files with inline PayloadsAllTheThings techniques
• Open Source — MIT licensed for commercial and personal use

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Prerequisites

Local Setup

• Claude Code — Install Claude Code CLI
• Playwright — Required for client-side testing, HackTheBox/HackerOne automation, and browser-based evidence capture. Install via: npm install -g @playwright/mcp && npx playwright install chromium
• Python 3 — Required for tools (env-reader.py, nvd-lookup.py, slack-send.py)
• Kali Linux tools (optional) — nmap, gobuster, ffuf, sqlmap, testssl, etc. Only needed for network/infrastructure testing

Docker Setup (Recommended)

A single script spins up a Kali Linux container with Claude Code, Playwright (headed via Xvfb), and all Kali security tools pre-installed:

bash scripts/kali-claude-setup.sh projects/pentest

This builds a Docker image with Kali Rolling + Node.js + Claude Code + Playwright + Chromium, mounts the project workspace, and launches Claude Code with --dangerously-skip-permissions. Use --rebuild to force a fresh image build.

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Quick Start

1. Clone and enter the project

git clone https://github.com/transilienceai/communitytools.git
cd communitytools/projects/pentest

2. Open Claude Code and run skills

claude    # Launch Claude Code from the projects/pentest directory

Then use slash commands inside the Claude session:

Pentest https://target.com            # Full penetration test (skills/coordination/)
/hackthebox                          # HackTheBox challenge automation
/hackerone                           # Bug bounty workflow
/techstack-identification            # Passive tech stack recon
/reconnaissance target.com           # Attack surface mapping
/source-code-scanning ./app          # Static code analysis

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Skills

All canonical skill and tool definitions live at the repo root (skills/, tools/). Each project under projects/ symlinks only the ones it needs — see Repository Structure for details.

Agent roles (coordinator, executor, validator) are defined in skills/coordination/ with reference material in skills/coordination/reference/, spawned dynamically via Agent(prompt=...).

Skills by Category (26)

Vulnerability Testing (10)