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stanford-oval/storm

Establishedrank #142

An LLM-powered knowledge-curation system that researches a topic and writes full reports.

22k+739 · 7d 2k 140est. MITPythonpushed 4d ago

Compare View on GitHub

Composite

conf 65%

Momentum

conf 60%

Vitality (PVI)

conf 67%

Community

conf 60%

Security & maint.

conf 85%

Ecosystem influence

conf 60%

Opportunity

conf 60%

Breakout · 7d

51%

conf 71%

Executive summary

storm is currently classified as established with a composite score of 69/100. Momentum (63) and vitality (69) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 739 stars against a 22k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 51%.

Video breakdown

@gptaiclips on YouTube

This 25K-Star Python Library Replaces BeautifulSoup, Scrapy & Selenium #shorts5mo ago

90-day trajectory

+3.1k · 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%80

Star accelerationest.15%51

Fork velocityest.10%68

Contributor growthest.10%59

Issue activity growthest.10%78

PR activity growthest.10%60

External mention velocityest.10%31

Release event impactest.5%69

Trending-rank persistenceest.5%45

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

Project Vitality Index

Commit consistency20%87

Release cadenceest.15%72

PR responsivenessest.15%48

Issue responsivenessest.15%60

Contributor diversityest.10%80

Maintainer continuityest.10%77

Documentation qualityest.5%75

Dependency freshnessest.5%52

Security hygieneest.5%60

Model tn-interpretable-1.0.0 · confidence 67% · coverage 100%

Security & maintenance

Release recency25%90

License clarity20%92

Maintenance status25%87

Dependency stalenessest.15%62

Bus factorest.15%88

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

Ecosystem influence

Dependent repositoriesest.30%82

Quality-weighted dependentsest.20%80

Documentation citationsest.15%62

Contributor overlapest.15%78

Registry adoptionest.10%72

Topic centralityest.10%80

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