Catalyst
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AI AgentsUpdated from GitHub

damianvtran/local-operator

AI agents platform that gives you a workspace with an integrated team of personal assistants that can work behind the scenes to handle daily monotonous tasks.

20928Python577d old

Summary

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

damianvtran/local-operator recorded 383 commits in the past 30 days, has 3 public contributors, and has averaged 0.4 stars a day since launch.

98

Repository health

43

Maintainer track record

91

Repository quality

48

Catalyst Score

Contributors

Public track record

Damian Tran GitHub avatar
Damian Tran

@damianvtran · Repository owner

43/100

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

20 followers5 public repos2y history1666 contributions
5 public repositories20 followers2 years of public history
SebKow GitHub avatar
SebKow

@sebkow · Top contributor

42/100

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

6 followers1 public repos13y history13 contributions
1 public repositories6 followers13 years of public history
bbqben GitHub avatar
bbqben

@bbqben · Top contributor

53/100

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

11 followers24 public repos9y history2 contributions
24 public repositories11 followers9 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+1
Fork growth since launch+0
Freshness+0
30-day commit activity+12
Contributor breadth+5
Maintainer track record+5
Topic activity+8
Repository quality+7
Topic novelty+10
Risk penalty0

Activity

Recent repository activity

383

Commits · 30d

3

Public contributors

0.4

Lifetime stars/day

179

Pull requests · 90d

Findings

What we found

383 commits in the last 30 days

3 public contributors

17 issues and 179 pull requests opened in 90 days

10 documentation and structure checks passed

Related repositories

agent-to-agent · 25 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 3 public contributors

Top contributor share
99%
Top three share
100%
Contributors checked
3
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
1
Verified commits
83%
Merge commits
6%
Median time between commits
27 min

Repository footprint

Default branch: main

Repository size
144.9 MB
Branches
124
Tags
170
Watchers
6
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

Python97.6%
TypeScript1.8%
CSS0.3%
JavaScript0.2%
Shell0.1%
HTML0.1%

Community readiness

GitHub community health 100%

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

Pull request health

Latest 50 pull requests

Merge rate
100%
Median merge time
1.3 hours
Open
7
Stale over 30 days
0

Issue health

Latest 7 issues

Closure rate
0%
Median close time
Not enough data
Open
7
Open without replies
7

Release cadence

Latest 20 release records

Latest release
v0.36.0
Published in 90 days
20
Median cadence
0.0 days
Asset downloads
0

CI reliability

Latest 50 workflow runs

Success rate
97%
Workflows represented
4
Failed runs
1
Median duration
11.8 min

Last checked

8/26/2026, 2:03:20 AM

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