Python · MIT
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.
★ 1.2k
Stars
703 forks · 3 open issues
+178/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
66.8
Momentum / 100
see the breakdown below
8d ago
Created
last push 4d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 43.1 | +178/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 14.8 | last push 4d ago; decays to zero at 180 days |
| Scale | 15 | 8.9 | 1.2k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 66.8 | sum of the above |
Detail
| Topics | ai-agentsautonomous-agentsclaude-codectfllmmulti-agentpentest |
| Matched on | AI Agents (ai-agents, autonomous-agents, multi-agent) LLM & Inference (llm) |
| Short window | +890 stars over 5 days = 178.0/day |
| Long window | no snapshot 14–45 days old yet |
| Lifetime average | 198.00 stars/day over 6 days |
| First seen here | 2026-10-31 |
| Last read | 2d ago |