Leaderboard/Security/mantis
Last commit on September 11, 2026·Created on June 15, 2026

google/mantis

A toolkit for AI agents to autonomously find, reproduce, and patch security vulnerabilities.
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#211
across all skills
In Security
#12
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TL;DR

Mantis provides a specialized set of skills for application security engineers to automate the vulnerability lifecycle. By coordinating modular agents, it transforms raw code analysis into a structured pipeline for identifying risks and implementing remediations.

The toolkit enables AI coding agents to move beyond simple detection by chaining vulnerabilities and calibrating risk, ensuring that patches are validated and architectural weaknesses are addressed systematically.

WHO IT'S FOR
Application Security Engineers
automating vulnerability detection and patching workflows
AI Agent / Automation Builders
orchestrating multi-agent security review pipelines
DevSecOps Engineers
integrating AI-driven security audits into CI/CD
Security Researchers
chaining vulnerabilities to demonstrate exploit impact
Repository contents

21 skill files

Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.

Use this skill collection

Follow the documented setup, then try a first task.

Setup

Add the Mantis skills bundle with Skills CLI

Installs: Published Mantis skills bundle. The separate reference-harness skills are not established as part of this CLI bundle.

Before you start
  • Use only in an isolated, restricted environment without access to production systems, sensitive data, or internal networks
  • npx available in the terminal.

Platform: Platform agnostic; documented as working with Gemini CLI, Antigravity CLI, Google ADK, and other coding-agent frameworks, though the installation command is not presented as agent-specific.

  1. In an isolated, restricted environment, run this terminal command to add the complete google/mantis skills bundle.

    npx skills add google/mantis
mantis-critic/SKILL.md · Checked Sep 18, 2026README_AGENTS.md · Checked Sep 18, 2026mantis-plan/SKILL.md · Checked Sep 18, 2026mantis-review/SKILL.md · Checked Sep 18, 2026mantis-report/SKILL.md · Checked Sep 18, 2026reference/skills/mantis-launch/SKILL.md · Checked Sep 18, 2026reference/skills/mantis-configure/SKILL.md · Checked Sep 18, 2026mantis-advise/SKILL.md · Checked Sep 18, 2026mantis-architecture/SKILL.md · Checked Sep 18, 2026mantis-reflect/SKILL.md · Checked Sep 18, 2026mantis-history/SKILL.md · Checked Sep 18, 2026mantis-dedupe/SKILL.md · Checked Sep 18, 2026mantis-chain/SKILL.md · Checked Sep 18, 2026mantis-threat-model/SKILL.md · Checked Sep 18, 2026mantis-researcher/SKILL.md · Checked Sep 18, 2026

Give it something to do.

Suggested first task

Create a targeted defensive review roadmap

Uses mantis-plan

  • Codebase root path
  • Optional Mantis state-directory path
Use the mantis-plan skill to inspect the codebase at the path I provide and create an initial targeted defensive security-review roadmap in workspace/plan.json. Use the existing threat model and historical learnings if present; do not execute reviews, write test scripts, or patch code. Required input: the codebase root, plus the Mantis state directory if it is stored elsewhere.
mantis-plan/SKILL.md · Checked Sep 18, 2026