Catalyst
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AI AgentsUpdated from GitHub

warpfront/hipfire

RDNA-native LLM inference engine in Rust.

55661Rust157d old

Summary

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

warpfront/hipfire recorded 1384 commits in the past 30 days, has 34 public contributors, and has averaged 3.5 stars a day since launch.

100

Repository health

12

Maintainer track record

91

Repository quality

50

Catalyst Score

Contributors

Public track record

warpfront GitHub avatar
warpfront

@warpfront · Repository organization

12/100

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

3 followers2 public repos0y history0 contributions
2 public repositories3 followers0 years of public history
Kaden Schutt GitHub avatar
Kaden Schutt

@Kaden-Schutt · Top contributor

48/100

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

27 followers12 public repos2y history3007 contributions
12 public repositories27 followers2 years of public history
Nick Woolmer GitHub avatar
Nick Woolmer

@nwoolmer · Top contributor

39/100

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

0 followers10 public repos9y history384 contributions
10 public repositories0 followers9 years of public history
Björn Bösel GitHub avatar
Björn Bösel

@fivetide · Top contributor

65/100

Active maintainer with a growing open-source track record.

9 followers22 public repos13y history381 contributions
22 public repositories9 followers13 years of public history

Score breakdown

How the Catalyst Score was calculated

Star growth since launch+5
Fork growth since launch+1
Freshness+0
30-day commit activity+12
Contributor breadth+9
Maintainer track record+1
Topic activity+4
Repository quality+7
Topic novelty+11
Risk penalty0

Activity

Recent repository activity

1384

Commits · 30d

34

Public contributors

3.5

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

1384 commits in the last 30 days

34 public contributors

0 issues and 0 pull requests opened in 90 days

10 documentation and structure checks passed

Related repositories

amd-gpu · 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 34 public contributors

Top contributor share
72%
Top three share
90%
Contributors checked
34
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
4
Verified commits
8%
Merge commits
10%
Median time between commits
22 min

Repository footprint

Default branch: master

Repository size
95.7 MB
Branches
178
Tags
24
Watchers
5
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

Rust68.8%
HIP17%
Python10.7%
Shell2.8%
Cuda0.3%
Jinja0.1%

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
78%
Median merge time
3.1 days
Open
18
Stale over 30 days
0

Issue health

Latest 31 issues

Closure rate
35%
Median close time
4.1 days
Open
20
Open without replies
14

Release cadence

Latest 20 release records

Latest release
v0.2.1
Published in 90 days
1
Median cadence
2.1 days
Asset downloads
268

CI reliability

Latest 50 workflow runs

Success rate
2%
Workflows represented
1
Failed runs
42
Median duration
6.6 min

Last checked

8/25/2026, 11:14:29 PM

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