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farion1231/cc-switch

Saturatedrank #17

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io

143.7k+5k · 7d 9.6k 326est. MITRustpushed 12h ago

Composite

77

conf 65%

Momentum

75

conf 60%

Vitality (PVI)

75

conf 67%

Community

67

conf 60%

Security & maint.

92

conf 85%

Ecosystem influence

77

conf 60%

Opportunity

66

conf 60%

Breakout · 7d

49%

conf 71%

Executive summary

cc-switch is currently classified as saturated with a composite score of 77/100. Momentum (75) and vitality (75) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 5,032 stars against a 143.7k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 49%.

Analyst note

AI-drafted · numbers from tracked data

The relationship between momentum and vitality suggests that a project with high momentum (75/100) may be more attractive to adopt or build on now, as it has maintained its vitality over time. However, the significant drop in security-maintenance (92/100) from #17 to 15th place indicates a potential risk of further degradation if not addressed.

Video breakdown

@gptaiclips on YouTube

90-day trajectory

+22.7k · 30d
2026-07-172026-10-14

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%100
Star accelerationest.15%48
Fork velocityest.10%96
Contributor growthest.10%100
Issue activity growthest.10%75
PR activity growthest.10%50
External mention velocityest.10%33
Release event impactest.5%70
Trending-rank persistenceest.5%73

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

Project Vitality Index

Commit consistency20%98
Release cadenceest.15%77
PR responsivenessest.15%67
Issue responsivenessest.15%42
Contributor diversityest.10%93
Maintainer continuityest.10%85
Documentation qualityest.5%65
Dependency freshnessest.5%82
Security hygieneest.5%39

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

Security & maintenance

Release recency25%99
License clarity20%92
Maintenance status25%98
Dependency stalenessest.15%76
Bus factorest.15%88

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

Ecosystem influence

Dependent repositoriesest.30%96
Quality-weighted dependentsest.20%89
Documentation citationsest.15%71
Contributor overlapest.15%27
Registry adoptionest.10%60
Topic centralityest.10%100

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