Catalyst
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AI AgentsUpdated from GitHub

ralforion/orionbelt-semantic-layer

Source-available semantic layer and sidecar for agentic AI and governed analytics. Compiles declarative YAML models into optimized SQL, KPIs, and semantic context across 8 SQL dialects.

749Python196d old

Summary

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

ralforion/orionbelt-semantic-layer recorded 101 commits in the past 30 days, has 2 public contributors, and has averaged 0.4 stars a day since launch.

76

Repository health

17

Maintainer track record

97

Repository quality

39

Catalyst Score

Contributors

Public track record

RALFORION d.o.o. GitHub avatar
RALFORION d.o.o.

@ralforion · Repository organization

17/100

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

4 followers10 public repos0y history0 contributions
10 public repositories4 followers0 years of public history
Ralfo Becher GitHub avatar
Ralfo Becher

@ralfbecher · Top contributor

100/100

Established maintainer with a long public history and active community.

203 followers156 public repos13y history529 contributions
156 public repositories203 followers13 years of public history
dependabot[bot] GitHub avatar
dependabot[bot]

@dependabot[bot] · Top contributor

20/100

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

0 followers0 public repos7y history23 contributions
0 public repositories0 followers7 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+4
Maintainer track record+2
Topic activity+4
Repository quality+8
Topic novelty+11
Risk penalty3

Activity

Recent repository activity

101

Commits · 30d

2

Public contributors

0.4

Lifetime stars/day

0

Pull requests · 90d

Findings

What we found

101 commits in the last 30 days

2 public contributors

0 issues and 0 pull requests opened in 90 days

12 documentation and structure checks passed

Related repositories

agentic-ai · 0 created in the past 30 days

Risk review

What needs watching

Contributor concentration is high

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 2 public contributors

Top contributor share
96%
Top three share
100%
Contributors checked
2
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
100%
Merge commits
0%
Median time between commits
1.1 hours

Repository footprint

Default branch: main

Repository size
21.4 MB
Branches
11
Tags
69
Watchers
4
Issue 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

Python98.8%
Shell1%
TypeScript0.1%
Dockerfile0.1%
HTML0%

Community readiness

GitHub community health 37%

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

Pull request health

Latest 50 pull requests

Merge rate
98%
Median merge time
0.7 hours
Open
0
Stale over 30 days
0

Issue health

Latest 27 issues

Closure rate
100%
Median close time
8.5 hours
Open
0
Open without replies
0

Release cadence

Latest 20 release records

Latest release
v2.26.0
Published in 90 days
20
Median cadence
2.2 days
Asset downloads
0

CI reliability

Latest 50 workflow runs

Success rate
100%
Workflows represented
5
Failed runs
0
Median duration
5.6 min

Last checked

8/26/2026, 3:48:44 AM

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