Catalyst
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AI AgentsUpdated from GitHub

robonuggets/gauntlet-loop

Turn any goal into a short prompt that makes your agent set a real quality bar, run builder and critic pairs, compare blind, and loop until it wins.

66762Unknown20d old

Summary

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

robonuggets/gauntlet-loop recorded 2 commits in the past 30 days, has 1 public contributors, and has averaged 33.4 stars a day since launch.

32

Repository health

60

Maintainer track record

74

Repository quality

56

Catalyst Score

Contributors

Public track record

robonuggets GitHub avatar
robonuggets

@robonuggets · Repository owner

60/100

Active maintainer with a growing open-source track record.

405 followers22 public repos1y history2 contributions
22 public repositories405 followers1 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+18
Fork growth since launch+8
Freshness+5
30-day commit activity+1
Contributor breadth+3
Maintainer track record+7
Topic activity+4
Repository quality+6
Topic novelty+10
Risk penalty6

Activity

Recent repository activity

2

Commits · 30d

1

Public contributors

33.4

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

2 commits in the last 30 days

1 public contributors

0 issues and 0 pull requests opened in 90 days

6 documentation and structure checks passed

Related repositories

ai-agents · 0 created in the past 30 days

Risk review

What needs watching

Contributor concentration is highCommit activity is light in the last 30 days

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 1 public contributors

Top contributor share
100%
Top three share
100%
Contributors checked
1
Concentration
High

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

Recent commit sample

Latest 2 commits

Unique authors
1
Verified commits
0%
Merge commits
0%
Median time between commits
17.0 hours

Repository footprint

Default branch: main

Repository size
137 KB
Branches
1
Tags
0
Watchers
2
WikiIssue tracking

Deeper GitHub data

Delivery, collaboration, and project readiness

These metrics use the latest public records GitHub makes available for this repository.

Community readiness

GitHub community health 42%

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

Pull request health

Latest 4 pull requests

Merge rate
0%
Median merge time
Not enough data
Open
4
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

Last checked

8/25/2026, 8:11:51 PM

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