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AI AgentsUpdated from GitHub

morluto/jacobian

A universal, atomic library of mathematics and tools for agents to compose them.

639Python33d old

Summary

The available public data is mixed. More sustained activity or a broader contributor base would strengthen the score.

morluto/jacobian recorded 2604 commits in the past 30 days, has 8 public contributors, and has averaged 1.9 stars a day since launch.

100

Repository health

90

Maintainer track record

95

Repository quality

62

Catalyst Score

Contributors

Public track record

morluto GitHub avatar
morluto

@morluto · Repository owner

90/100

Established maintainer with a long public history and active community.

141 followers150 public repos5y history2196 contributions
150 public repositories141 followers5 years of public history
gracesgrape GitHub avatar
gracesgrape

@yuelgrace1810-ops · Top contributor

22/100

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

2 followers3 public repos0y history305 contributions
3 public repositories2 followers0 years of public history
N0zoM1z0 GitHub avatar
N0zoM1z0

@N0zoM1z0 · Top contributor

70/100

Active maintainer with a growing open-source track record.

28 followers60 public repos2y history200 contributions
60 public repositories28 followers2 years of public history
Kaoru0822 GitHub avatar
Kaoru0822

@kaoru0822-kitauji · Top contributor

22/100

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

2 followers11 public repos1y history53 contributions
11 public repositories2 followers1 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+3
Fork growth since launch+1
Freshness+4
30-day commit activity+12
Contributor breadth+8
Maintainer track record+11
Topic activity+4
Repository quality+8
Topic novelty+11
Risk penalty0

Activity

Recent repository activity

2604

Commits · 30d

8

Public contributors

1.9

Lifetime stars/day

1315

Pull requests · 90d

Findings

What we found

2604 commits in the last 30 days

8 public contributors

1368 issues and 1315 pull requests opened in 90 days

11 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 8 public contributors

Top contributor share
78%
Top three share
96%
Contributors checked
8
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
88%
Merge commits
1%
Median time between commits
3 min

Repository footprint

Default branch: main

Repository size
26.7 MB
Branches
208
Tags
13
Watchers
0
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

Python98.4%
Dockerfile1.1%
JavaScript0.2%
Makefile0.2%
Shell0.1%

Community readiness

GitHub community health 71%

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

Pull request health

Latest 50 pull requests

Merge rate
89%
Median merge time
1.0 hours
Open
14
Stale over 30 days
0

Issue health

Latest 63 issues

Closure rate
49%
Median close time
12.9 hours
Open
32
Open without replies
1

Release cadence

Latest 13 release records

Latest release
jacobian-v0.13.0
Published in 90 days
13
Median cadence
2.0 days
Asset downloads
0

CI reliability

Latest 50 workflow runs

Success rate
65%
Workflows represented
5
Failed runs
0
Median duration
0.6 min

Last checked

8/26/2026, 12:33:00 AM

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