Open Source AI repository ranking
Ranks a reviewed public AI repository universe by GitHub stars with forks as a deterministic tie-breaker.
- Version
- 1-universe-2026-07-26
- Published
- Jul 27, 2026
- Live boards
- 1
- Method ID
- open-source-ai-repositories
Where the facts come from
See the associated board evidence.
How the order is produced
github-stars-count descending
When the method reruns
- daily
Boards using this version
Only live, quality-gated boards appear. Each board opens on the exact published table and evidence path.
| Board | Primary measure | Rows | Confidence | Freshness | Board version | Cadence | Evidence |
|---|---|---|---|---|---|---|---|
| Open Source AIopen-source-ai | github-stars-count | 14 | 100% | current | 1-universe-2026-07-26 | daily | Open board → |
Complete measurement ledger
These fields are stored with the methodology version. A changed contract must publish a new version before comparable movement can resume.
Growth
Trailing star and fork growth are differences between immutable daily cumulative observations; they are not inferred from the stargazer identity endpoint.
Movement
Compared only with the latest earlier published snapshot using this exact methodology version.
Universe
Code-reviewed public AI repositories declared in open_source_manifest.py
Components
- Github Forks Count
- Role
reported_context_and_tie_breaker
- Weight
0
- Github Stars Count
- Role
rank_input
- Weight
1
- Github Days Since Last Push
- Role
derived_freshness_context
- Weight
0
- Github Open Issues And Pulls Count
- Role
reported_context
- Weight
0
Rank Formula
github-stars-count descending
Tie Breakers
- github-forks-count descending
- entity slug ascending
Quality Gates
- Metric Coverage
1
- Reviewed Universe Coverage
1
- Maximum Cohort Spread Minutes
15
- Maximum Observation Age Hours
48
Universe Version
2026-07-26