N1nEmAn/sapper-v2

选用指南

AI 根据 README 整理 · 2026/10/31 00:51:34

使用方式

通过命令行使用，支持安装脚本和Docker部署。

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structurally identical families, and distills proven playbooks into new recruits' missions — late-game pace hit **one solve per 3 minutes**. Multi-stage deep-dive chains (an industry report puts their success rate at 29.5%) were cleared family-wide. Full timeline in [BATTLE-REPORT.md](BATTLE-REPORT.md). ## 6. Quick Start ```bash bash install.sh # symlink the sapper CLI (stdlib-only, zero deps) sapper setup --goal "assess http://target" --agents sapper status # board & frontier ``` Docker (the full legion): ```bash

docker build -f docker/Dockerfile.commander -t sapper:latest . # env vars (model gateways / key pool / budget) in docker/ENV.md docker run -d --name sapper ... sapper:latest ``` Single-graph operation, the fact-intent CLI, and multi-challenge sweeps: see [SKILL.md](SKILL.md). ## 7. Safety & Responsibility: The Taggant Proposal Fine offensive tools from past seasons have been abused. Script kiddies used to be limited in the harm they could do; with AI, the same open-source tools in the wrong hands scale that harm enormously — **with great power comes great responsibility**.

部署要求

需要Docker环境以运行完整军团，环境变量配置在docker/ENV.md中。

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docker build -f docker/Dockerfile.commander -t sapper:latest . # env vars (model gateways / key pool / budget) in docker/ENV.md docker run -d --name sapper ... sapper:latest ``` Single-graph operation, the fact-intent CLI, and multi-challenge sweeps: see [SKILL.md](SKILL.md). ## 7. Safety & Responsibility: The Taggant Proposal Fine offensive tools from past seasons have been abused. Script kiddies used to be limited in the harm they could do; with AI, the same open-source tools in the wrong hands scale that harm enormously — **with great power comes great responsibility**.

已知限制

仅限授权安全测试，作者明确警告滥用风险。

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# sapper-v2 — The Autonomous Pentest Legion > **Champion** of the 3rd Tencent Cloud Intelligent Attack-Defense Challenge online qualifier > (634 teams · 80.18/100 · 8 hours fully unattended) · **First Prize**, GeekCon 2026 AI Challenge > > Same 85 flags as the runner-up, 25 seconds faster — on **1B tokens** where they burned 4.5B. > > **This was the first time an AI ape looked up at the stars.** **English** | [中文](README.zh-CN.md) **⚠️ AUTHORIZED SECURITY TESTING ONLY — see [DISCLAIMER.md](DISCLAIMER.md).** sapper is not a smarter single agent. It is a legion of AIs that divide labor,

docker build -f docker/Dockerfile.commander -t sapper:latest . # env vars (model gateways / key pool / budget) in docker/ENV.md docker run -d --name sapper ... sapper:latest ``` Single-graph operation, the fact-intent CLI, and multi-challenge sweeps: see [SKILL.md](SKILL.md). ## 7. Safety & Responsibility: The Taggant Proposal Fine offensive tools from past seasons have been abused. Script kiddies used to be limited in the harm they could do; with AI, the same open-source tools in the wrong hands scale that harm enormously — **with great power comes great responsibility**.