Catalyst
Back to repository rankings
AI AgentsUpdated from GitHub

Netw0rkNoob/VulnClaw

基于 AI Agent + MCP 工具链 + 渗透 Skill 编排, 配合大语言模型, 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。

3K399Python129d old

Summary

Several healthy indicators are present. Check whether recent activity continues.

Netw0rkNoob/VulnClaw recorded 68 commits in the past 30 days, has 24 public contributors, and has averaged 23.1 stars a day since launch.

100

Repository health

14

Maintainer track record

93

Repository quality

72

Catalyst Score

Contributors

Public track record

Netw0rkNoob GitHub avatar
Netw0rkNoob

@Netw0rkNoob · Repository organization

14/100

This account has a limited public history, so the track-record score is less certain.

5 followers1 public repos0y history0 contributions
1 public repositories5 followers0 years of public history
Unclecheng GitHub avatar
Unclecheng

@Unclecheng-li · Top contributor

87/100

Established maintainer with a long public history and active community.

864 followers15 public repos6y history162 contributions
15 public repositories864 followers6 years of public history
ww455 GitHub avatar
ww455

@ww455 · Top contributor

37/100

This account has a limited public history, so the track-record score is less certain.

7 followers2 public repos5y history61 contributions
2 public repositories7 followers5 years of public history
Jonas Berman  GitHub avatar
Jonas Berman

@JMAN730 · Top contributor

38/100

This account has a limited public history, so the track-record score is less certain.

10 followers23 public repos1y history54 contributions
23 public repositories10 followers1 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+18
Fork growth since launch+8
Freshness+1
30-day commit activity+12
Contributor breadth+9
Maintainer track record+2
Topic activity+4
Repository quality+7
Topic novelty+11
Risk penalty0

Activity

Recent repository activity

68

Commits · 30d

24

Public contributors

23.1

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

68 commits in the last 30 days

24 public contributors

0 issues and 0 pull requests opened in 90 days

11 documentation and structure checks passed

Related repositories

ai · 0 created in the past 30 days

Risk review

What needs watching

No material structural red flags detected; monitor maintainer concentration

Public GitHub data cannot verify private work, employment claims, code security, or identity. Use the track-record score as research context, not proof of identity or trustworthiness.

Growth quality

Recent attention and maintainer concentration

Recent timestamps and contribution patterns help distinguish sustained adoption from a single headline number.

Contributor concentration

Top 24 public contributors

Top contributor share
38%
Top three share
65%
Contributors checked
24
Concentration
Moderate

Shares use the contribution totals reported for the contributors checked, not private or unlinked activity.

Recent commit sample

Latest 100 commits

Unique authors
11
Verified commits
43%
Merge commits
36%
Median time between commits
23 min

Repository footprint

Default branch: main

Repository size
4.3 MB
Branches
7
Tags
7
Watchers
24
WikiIssue tracking

Deeper GitHub data

Delivery, collaboration, and project readiness

These metrics use the latest public records GitHub makes available for this repository.

Language composition

Share of detected source bytes

Python88.9%
TypeScript5.9%
Rust3.4%
CSS1.4%
HTML0.3%
Dockerfile0.1%

Community readiness

GitHub community health 75%

README
License
Contributing guide
Code of conduct
Issue template
Pull request template

Pull request health

Latest 50 pull requests

Merge rate
72%
Median merge time
0.1 hours
Open
7
Stale over 30 days
0

Issue health

Latest 28 issues

Closure rate
46%
Median close time
43.3 hours
Open
15
Open without replies
12

Release cadence

Latest 7 release records

Latest release
v0.3.8
Published in 90 days
6
Median cadence
10.0 days
Asset downloads
754

CI reliability

Latest 50 workflow runs

Success rate
84%
Workflows represented
1
Failed runs
8
Median duration
2.3 min

Last checked

8/26/2026, 2:14:35 AM

Scan another repository