Catalyst
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FrontisAI/OpenRSI

Executable, measurable, and reproducible AI4AI toward recursive self-improvement. Home of OpenMLE and Frontis-MA1.

57352Python26d old

Summary

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

FrontisAI/OpenRSI recorded 30 commits in the past 30 days, has 4 public contributors, and has averaged 22 stars a day since launch.

75

Repository health

31

Maintainer track record

81

Repository quality

69

Catalyst Score

Contributors

Public track record

FrontisAI GitHub avatar
FrontisAI

@FrontisAI · Repository organization

31/100

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

43 followers4 public repos0y history0 contributions
4 public repositories43 followers0 years of public history
Kaiyan Zhang GitHub avatar
Kaiyan Zhang

@iseesaw · Top contributor

77/100

Active maintainer with a growing open-source track record.

127 followers31 public repos9y history22 contributions
31 public repositories127 followers9 years of public history
dcdsf321 GitHub avatar
dcdsf321

@dcdsf321 · Top contributor

48/100

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

16 followers6 public repos9y history5 contributions
6 public repositories16 followers9 years of public history
fuyu12345 GitHub avatar
fuyu12345

@fuyu12345 · Top contributor

41/100

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

8 followers30 public repos4y history2 contributions
30 public repositories8 followers4 years of public history

Score breakdown

How the Catalyst Score was calculated

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

Activity

Recent repository activity

30

Commits · 30d

4

Public contributors

22

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

30 commits in the last 30 days

4 public contributors

0 issues and 0 pull requests opened in 90 days

8 documentation and structure checks passed

Related repositories

devtools · 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 4 public contributors

Top contributor share
73%
Top three share
97%
Contributors checked
4
Concentration
High

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

Recent commit sample

Latest 30 commits

Unique authors
4
Verified commits
23%
Merge commits
10%
Median time between commits
30 min

Repository footprint

Default branch: main

Repository size
35.2 MB
Branches
1
Tags
0
Watchers
2
GitHub PagesIssue 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

Python94.2%
Shell5.4%
Cuda0.4%
Dockerfile0%

Community readiness

GitHub community health 37%

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

Pull request health

Latest 7 pull requests

Merge rate
100%
Median merge time
7.7 hours
Open
4
Stale over 30 days
0

Issue health

Latest 4 issues

Closure rate
75%
Median close time
23.9 hours
Open
1
Open without replies
1

CI reliability

Latest 25 workflow runs

Success rate
96%
Workflows represented
1
Failed runs
0
Median duration
0.7 min

Last checked

8/25/2026, 9:35:44 PM

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