# cskwork/scopeweaver

> An LLM multi-agent autonomous penetration-testing system (Go backend + Next.js frontend), a derivative of ARTEX with English and Korean localization. Intended for security testing only against systems you own or are explicitly authorized to test.

- Magnitude: 4.0 out of 10 — Early signal
- Stars: 114 total · +28 stars measured 2026-10-08, 15:06–16:53 UTC, ≈ 36 by evening
- Star trust: star growth looks organic
- Category: Security · Language: Go · License: AGPL-3.0 · Created: 2026-10-02 · Last push: 2026-10-03
- GitHub: https://github.com/cskwork/scopeweaver · Homepage: https://cskwork.github.io/scopeweaver/ · Page: https://gitnova.dev/en/r/cskwork/scopeweaver

## Useful for

- Run an autonomous pentest against your own lab with a configured LLM
- Sync assets from ScopeSentry into the agent asset graph
- Deploy the system via install.sh in Docker or locally

## Why it’s here

- Star-counter measurements on 2026-10-08 (UTC), 15:06–16:53: 86 → 114 stars (+28). This is the change over that interval.
- Estimated end-of-day forecast: about +36 stars, using observed gains and the previous day.
- The repository is 6 days old and already has 114 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #146.
- About 280 forks a day — people are taking the code.
- Recent forks include notable developers: @diggerdu (293 followers).

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 151
- Issues and pull requests: 2
- Watchers: 0
- Average over the last week: 7 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 18
- Latest release: v0.1.0 (2026-10-02)

## Stars per day, last 12 days (oldest → newest, today is partial)

2026-09-27 … 2026-10-08: 0, 0, 0, 0, 0, 0, 0, 0, 2, 3, 5, 28

## Spotted in now

- Top new repositories this week: #146

## Similar by description

1. **jiwoochris/artex-ko** — 7.2 · Early signal · Security · Go · +358 stars measured 2026-10-08, 00:02–16:51 UTC, ≈ 479 by evening
   Korean-localized edition of ARTEX, an autonomous penetration-testing framework driven by multi-agent LLMs (Go backend + Next.js) that plans and executes attack steps on its own. Aimed at security practitioners studying and defending…
   Full card: https://gitnova.dev/en/r/jiwoochris/artex-ko.md
2. **mhtsec/ARTEX** — 7.6 · Early signal · Security · Go · +403 stars measured 2026-10-08, 11:46–16:51 UTC, ≈ 518 by evening
   AI autonomous penetration testing system with a Go backend and Next.js frontend: agents explore assets and hunt for vulnerabilities, with traffic recording, human-in-the-loop approval, and asset sync from ScopeSentry.
   Full card: https://gitnova.dev/en/r/mhtsec/ARTEX.md

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-08 17:08 UTC, updated every 30 minutes.