Catalyst
Back to repository rankings
AI AgentsUpdated from GitHub

harbor-framework/terminal-bench-science

Terminal-Bench-Science: Evaluating AI agents on research workflows across scientific domains

284283Python214d old

Summary

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

harbor-framework/terminal-bench-science recorded 381 commits in the past 30 days, has 67 public contributors, and has averaged 1.3 stars a day since launch.

100

Repository health

52

Maintainer track record

84

Repository quality

54

Catalyst Score

Contributors

Public track record

Harbor GitHub avatar
Harbor

@harbor-framework · Repository organization

52/100

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

247 followers19 public repos0y history0 contributions
19 public repositories247 followers0 years of public history
Steven Dillmann GitHub avatar
Steven Dillmann

@StevenDillmann · Top contributor

71/100

Active maintainer with a growing open-source track record.

35 followers57 public repos2y history744 contributions
57 public repositories35 followers2 years of public history
Ryan Marten GitHub avatar
Ryan Marten

@RyanMarten · Top contributor

100/100

Established maintainer with a long public history and active community.

253 followers53 public repos10y history240 contributions
53 public repositories253 followers10 years of public history
actions-user GitHub avatar
actions-user

@actions-user · Top contributor

91/100

Established maintainer with a long public history and active community.

5.6K followers0 public repos6y history70 contributions
0 public repositories5632 followers6 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+2
Fork growth since launch+4
Freshness+0
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

381

Commits · 30d

67

Public contributors

1.3

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

381 commits in the last 30 days

67 public contributors

0 issues and 0 pull requests opened in 90 days

8 documentation and structure checks passed

Related repositories

agentic-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 67 public contributors

Top contributor share
57%
Top three share
80%
Contributors checked
67
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
43%
Merge commits
10%
Median time between commits
10 min

Repository footprint

Default branch: main

Repository size
797.6 MB
Branches
68
Tags
1
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

Python77.1%
Lean9.8%
Jupyter Notebook5.4%
Shell2.5%
C++1.7%
R1.5%

Community readiness

GitHub community health 62%

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

Pull request health

Latest 50 pull requests

Merge rate
86%
Median merge time
0.2 hours
Open
43
Stale over 30 days
0

Issue health

Latest 3 issues

Closure rate
33%
Median close time
0.6 hours
Open
2
Open without replies
0

Release cadence

Latest 1 release records

Latest release
v0.1.0
Published in 90 days
1
Median cadence
Not enough data
Asset downloads
0

CI reliability

Latest 50 workflow runs

Success rate
82%
Workflows represented
14
Failed runs
4
Median duration
0.2 min

Last checked

8/27/2026, 2:40:51 AM

Scan another repository