Catalyst
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AI AgentsUpdated from GitHub

lbx154/Argus

A self-evolving multi-agent system for autonomous research, operating 24/7 to explore, learn, and improve.

28523Python20d old

Summary

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

lbx154/Argus recorded 1034 commits in the past 30 days, has 22 public contributors, and has averaged 14.3 stars a day since launch.

100

Repository health

52

Maintainer track record

91

Repository quality

74

Catalyst Score

Contributors

Public track record

River Li GitHub avatar
River Li

@lbx154 · Repository owner

52/100

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

23 followers23 public repos2y history705 contributions
23 public repositories23 followers2 years of public history
Guo Sufeng GitHub avatar
Guo Sufeng

@aHappend · Top contributor

28/100

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

4 followers11 public repos1y history66 contributions
11 public repositories4 followers1 years of public history
Jiaao Wu GitHub avatar
Jiaao Wu

@Julius-Woo · Top contributor

47/100

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

17 followers14 public repos4y history64 contributions
14 public repositories17 followers4 years of public history
陈曦 GitHub avatar
陈曦

@Chenxxxxxx06 · Top contributor

28/100

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

5 followers5 public repos2y history59 contributions
5 public repositories5 followers2 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+18
Fork growth since launch+3
Freshness+5
30-day commit activity+12
Contributor breadth+9
Maintainer track record+6
Topic activity+4
Repository quality+7
Topic novelty+10
Risk penalty0

Activity

Recent repository activity

1034

Commits · 30d

22

Public contributors

14.3

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

1034 commits in the last 30 days

22 public contributors

0 issues and 0 pull requests opened in 90 days

10 documentation and structure checks passed

Related repositories

ai-agents · 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 22 public contributors

Top contributor share
71%
Top three share
84%
Contributors checked
22
Concentration
High

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

Recent commit sample

Latest 100 commits

Unique authors
2
Verified commits
0%
Merge commits
1%
Median time between commits
9 min

Repository footprint

Default branch: main

Repository size
63.8 MB
Branches
20
Tags
0
Watchers
4
DiscussionsWikiIssue 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

Python81.6%
TypeScript11.2%
JavaScript4.4%
TeX1.7%
CSS0.7%
HTML0.4%

Community readiness

GitHub community health 42%

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

Pull request health

Latest 50 pull requests

Merge rate
85%
Median merge time
0.3 hours
Open
3
Stale over 30 days
0

Issue health

Latest 1 issues

Closure rate
0%
Median close time
Not enough data
Open
1
Open without replies
1

CI reliability

Latest 50 workflow runs

Success rate
4%
Workflows represented
3
Failed runs
43
Median duration
0.8 min

Last checked

8/25/2026, 8:11:31 PM

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