N1nEmAn/sapper-v2
- Total stars
- 136
- Today
- +21since 00:27 UTC
More actions
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.
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About the project
An autonomous multi-agent system for authorized penetration testing: an AI commander dispatches general and soldier agents in parallel, while a layered fact-intent graph preserves knowledge across agent generations.
Useful for
- Run an unattended multi-agent pentest campaign against a CTF or lab range.
- Coordinate parallel exploitation tasks with a commander and worker agents.
- Preserve findings across agent restarts using a layered fact-intent graph.
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of October 31, 2026, 01:21 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- Star-counter measurements on 2026-10-31 (UTC), 00:27–01:10: 115 → 136 stars (+21). This is the change over that interval.
- Estimated end-of-day forecast: about +164 stars, using observed gains and the previous day.
- The repository is 1 day old and already has 136 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #135.
- About 280 forks a day — people are taking the code.
Measured growth: the last 7 completed days
The full 7-day window is unavailable; no weekly total or comparison is calculated.
Daily measurements · UTC
- October 24, 2026
- —
- October 25, 2026
- —
- October 26, 2026
- —
- October 27, 2026
- —
- October 28, 2026
- —
- October 29, 2026
- —
- October 30, 2026
- 138
Largest measured day in the last 30 days: 138 · October 30, 2026. Days with data: 1.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 31, 2026, 01:20 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 136
- Today
- +21 stars measured 2026-10-31, 00:27–01:10 UTC, ≈ 164 by evening
- Forks
- 111
- Issues and pull requests
- 0
- Watchers
- 1
- Language
- Python
- License
- MIT
- Created
- October 30, 2026
- Last push
- October 30, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- October 31, 2026Top new repositories this week: #135
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/N1nEmAn/sapper-v2)