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sapientinc/PRAXIST

Establishedrank #169

Autonomous research system for measurable, computer-executable research.

5k+3.6k · 7d 651 56est. NOASSERTIONPythonpushed 5d ago
Compare View on GitHub

Composite

67

conf 65%

Momentum

74

conf 60%

Vitality (PVI)

74

conf 67%

Community

46

conf 60%

Security & maint.

71

conf 85%

Ecosystem influence

60

conf 60%

Opportunity

70

conf 60%

Breakout · 7d

50%

conf 71%

Executive summary

PRAXIST is currently classified as established with a composite score of 67/100. Momentum (74) and vitality (74) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 3,603 stars against a 5k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 50%.

90-day trajectory

+16.1k · 30d
2026-06-302026-09-27

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%99
Star accelerationest.15%48
Fork velocityest.10%91
Contributor growthest.10%52
Issue activity growthest.10%28
PR activity growthest.10%79
External mention velocityest.10%100
Release event impactest.5%63
Trending-rank persistenceest.5%82

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%85
Release cadenceest.15%77
PR responsivenessest.15%60
Issue responsivenessest.15%81
Contributor diversityest.10%65
Maintainer continuityest.10%74
Documentation qualityest.5%89
Dependency freshnessest.5%78
Security hygieneest.5%40

Model tn-interpretable-1.0.0 · confidence 67% · coverage 92% · missing: licenseClarity

Security & maintenance

Release recency25%89
License clarity20%30
Maintenance status25%85
Dependency stalenessest.15%79
Bus factorest.15%62

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%71
Quality-weighted dependentsest.20%53
Documentation citationsest.15%49
Contributor overlapest.15%75
Registry adoptionest.10%68
Topic centralityest.10%24

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption