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kellyjonbrazil/jc

Establishedrank #164

CLI tool and python library that converts the output of popular command-line tools, file-types, and common strings to JSON, YAML, or Dictionaries. This allows piping of output to tools like jq and simplifying automation scripts.

8.7k+52 · 7d 268 36est. MITPythonpushed 8m ago

Composite

65

conf 65%

Momentum

49

conf 60%

Vitality (PVI)

73

conf 67%

Community

60

conf 60%

Security & maint.

89

conf 85%

Ecosystem influence

66

conf 60%

Opportunity

58

conf 60%

Breakout · 7d

58%

conf 71%

Executive summary

jc is currently classified as established with a composite score of 65/100. Momentum (49) and vitality (73) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 52 stars against a 8.7k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 58%.

90-day trajectory

+191 · 30d
2026-08-012026-10-29

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%48
Star accelerationest.15%58
Fork velocityest.10%32
Contributor growthest.10%61
Issue activity growthest.10%51
PR activity growthest.10%78
External mention velocityest.10%5
Release event impactest.5%70
Trending-rank persistenceest.5%44

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%73
PR responsivenessest.15%59
Issue responsivenessest.15%62
Contributor diversityest.10%58
Maintainer continuityest.10%78
Documentation qualityest.5%64
Dependency freshnessest.5%84
Security hygieneest.5%58

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%75
Bus factorest.15%60

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

Ecosystem influence

Dependent repositoriesest.30%63
Quality-weighted dependentsest.20%64
Documentation citationsest.15%60
Contributor overlapest.15%54
Registry adoptionest.10%67
Topic centralityest.10%100

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