N1nEmAn/sapper-v2
Autonomous pentest legion — AI commander + worker swarm + layered fact-intent graph. 3rd Tencent Intelligent Attack-Defense online champion (634 teams · 8h unattended · 1B tokens beat 4.5B). The Nüwa Test: give AIs Create/Language/History, let a civilization grow.
From the publisher
README & documentation
Source previewRead the project’s overview, installation instructions and usage examples. The original README is the source of truth.
English | 中文 ⚠️ AUTHORIZED SECURITY TESTING ONLY — see DISCLAIMER.md. sapper is not a smarter single agent. It is a legion of AIs that divide labor, talk to each other, and pass down what they learn: one AI commander reads the board, decides, and dispatches; generals and soldiers attack in parallel; a zero-strategy watchdog keeps everyone alive. All knowledge settles into a layered fact graph — individuals die, the graph survives. Making one model ever smarter is like making one monkey ever smarter before humans existed — however clever, it only becomes a super monkey. What turns a troop of monkeys into humanity is division of labor, cooperation, and civilization. The Nüwa Test is the Turing test of the AGI era. Today's large models already pass the classic Turing test. The Nüwa Test asks the next question: It has two stages. In the primary stage the AI is not…
Read the full README ↗ · Preview checked 2026-10-31T12:59:01.029Z
Inside the original README — Document outline
- sapper-v2 — The Autonomous Pentest Legion
- 1. The Nüwa Test
- 2. The Foundation: Three Capabilities
- 3. From Foundation to Legion: 18 Versions
- 4. Architecture: Six Institutions on the Foundation
- 5. Results & Emergence
- 6. Quick Start
- 7. Safety & Responsibility: The Taggant Proposal
- 8. Roadmap & Credits
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What this repository does
Autonomous pentest legion — AI commander + worker swarm + layered fact-intent graph. 3rd Tencent Intelligent Attack-Defense online champion (634 teams · 8h unattended · 1B tokens beat 4.5B). The Nüwa Test: give AIs Create/Language/History, let a civilization grow.
Repository facts
- Owner
- N1nEmAn
- Primary language
- Python
- Stars
- 402
- Forks
- 362
- Open issues + pull requests
- 1
- License
- MIT
- Archived
- No
- Default branch
- master
- Created
- 2026-10-30T15:12:35.000Z
- Last push
- 2026-11-01T12:14:32.000Z
Topics and intended use
Owner-supplied topics: ai-agents, autonomous-agents, claude-code, ctf, llm, multi-agent, pentest
Review the README for scope, installation, examples and limitations. We do not run repository code or certify it.
Evaluate before installing
Review licensing and dependencies, inspect recent commits and unresolved issues, and test in an isolated environment before production use. Stars and forks alone cannot answer these questions.
Source and freshness
Source: GitHub. Metadata observed 2026-11-01T12:17:46.653Z. Daily imports are snapshots, not real-time monitoring.
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