Skip to content
Signals
Zagitta/gpu-unlock adds ~41,442 stars this week — emerging in CTrendNexus signalsEbony-Vinyl/dsh-our-free-model adds ~40,548 stars this week — breakout in JavaScriptTrendNexus signalsstorytold/pdfcraft adds ~19,878 stars this week — emerging in RustTrendNexus signalsgoogle-research/harness2 adds ~19,241 stars this week — emerging in PythonTrendNexus signalsobra/superpowers adds ~16,329 stars this week — breakout in ShellTrendNexus signalsKnifeLemon/Filee adds ~14,558 stars this week — emerging in C#TrendNexus signalsNutlope/hallmark adds ~12,232 stars this week — breakout in CSSTrendNexus signalstogg53192-cmd/jailbreaks adds ~8,572 stars this week — emerging in UnknownTrendNexus signalsRisk watch: meilisearch/meilisearch trends cooling with security score 87TrendNexus signalsRisk watch: dokku/dokku trends cooling with security score 93TrendNexus signalsHealthiest in cohort: dokku/dokku holds PVI 84 — sustainability leaderTrendNexus signals

icloud-photos-downloader/icloud_photos_downloader

Establishedrank #104

A command-line tool to download photos from iCloud

12.4k+63 · 7d 855 81est. MITPythonpushed 2h ago
Compare View on GitHub

Composite

63

conf 65%

Momentum

51

conf 60%

Vitality (PVI)

71

conf 67%

Community

56

conf 60%

Security & maint.

88

conf 85%

Ecosystem influence

54

conf 60%

Opportunity

55

conf 60%

Breakout · 7d

49%

conf 71%

Executive summary

icloud_photos_downloader is currently classified as established with a composite score of 63/100. Momentum (51) and vitality (71) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 63 stars against a 12.4k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 49%.

90-day trajectory

+256 · 30d
2026-07-312026-10-28

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%50
Star accelerationest.15%53
Fork velocityest.10%40
Contributor growthest.10%75
Issue activity growthest.10%59
PR activity growthest.10%62
External mention velocityest.10%5
Release event impactest.5%70
Trending-rank persistenceest.5%63

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%68
PR responsivenessest.15%65
Issue responsivenessest.15%56
Contributor diversityest.10%71
Maintainer continuityest.10%76
Documentation qualityest.5%57
Dependency freshnessest.5%46
Security hygieneest.5%53

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%49
Bus factorest.15%79

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

Ecosystem influence

Dependent repositoriesest.30%74
Quality-weighted dependentsest.20%71
Documentation citationsest.15%38
Contributor overlapest.15%58
Registry adoptionest.10%25
Topic centralityest.10%1

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