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santifer/career-ops

Breakoutrank #13

Open-source AI job search: scan job portals, evaluate listings with a structured A-F rubric into a 1.0-5.0 score, tailor your CV, track applications — runs locally in your AI coding CLI (Claude Code, Codex, OpenCode, Antigravity…)

63.4k+4.7k · 7d 12.5k 481est. MITJavaScriptpushed 9h ago
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Composite

76

conf 65%

Momentum

76

conf 60%

Vitality (PVI)

73

conf 67%

Community

75

conf 60%

Security & maint.

90

conf 85%

Ecosystem influence

72

conf 60%

Opportunity

65

conf 60%

Breakout · 7d

71%

conf 71%

Executive summary

career-ops is currently classified as breakout with a composite score of 76/100. Momentum (76) and vitality (73) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 4,692 stars against a 63.4k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 71%.

90-day trajectory

+19.6k · 30d
2026-05-132026-08-10

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%51
Fork velocityest.10%94
Contributor growthest.10%69
Issue activity growthest.10%68
PR activity growthest.10%65
External mention velocityest.10%72
Release event impactest.5%70
Trending-rank persistenceest.5%53

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

Project Vitality Index

Commit consistency20%99
Release cadenceest.15%59
PR responsivenessest.15%54
Issue responsivenessest.15%56
Contributor diversityest.10%99
Maintainer continuityest.10%67
Documentation qualityest.5%87
Dependency freshnessest.5%71
Security hygieneest.5%64

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

Security & maintenance

Release recency25%99
License clarity20%92
Maintenance status25%99
Dependency stalenessest.15%69
Bus factorest.15%77

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

Ecosystem influence

Dependent repositoriesest.30%98
Quality-weighted dependentsest.20%66
Documentation citationsest.15%53
Contributor overlapest.15%55
Registry adoptionest.10%27
Topic centralityest.10%100

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