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career-ops-hq/career-ops

Establishedrank #36

Open-source AI job search agent and job finder: scan job boards, score each job 1-5 against your CV before you apply, tailor an ATS-friendly resume and cover letter, get interview prep and a job application tracker. It helps you fill in each application; you press Submit. Runs locally in your AI coding CLI (Claude Code, Codex, OpenCode and more).

74.3k+3.7k · 7d 13.9k 514est. MITJavaScriptpushed 7h ago
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Composite

76

conf 65%

Momentum

73

conf 60%

Vitality (PVI)

73

conf 67%

Community

75

conf 60%

Security & maint.

90

conf 85%

Ecosystem influence

72

conf 60%

Opportunity

64

conf 60%

Breakout · 7d

56%

conf 71%

Executive summary

career-ops is currently classified as established with a composite score of 76/100. Momentum (73) and vitality (73) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 3,657 stars against a 74.3k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 56%.

Video breakdown

@gptaiclips on YouTube
740 Jobs Scored, 1 Dream Role — Career-Ops AI Job Hunter on Claude Code #Shorts740 Jobs Scored, 1 Dream Role — Career-Ops AI Job Hunter on Claude Code #Shorts4mo ago

90-day trajectory

+15.3k · 30d
2026-07-162026-10-13

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%99
Star accelerationest.15%51
Fork velocityest.10%90
Contributor growthest.10%69
Issue activity growthest.10%71
PR activity growthest.10%65
External mention velocityest.10%47
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%54
Contributor diversityest.10%100
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%99
Quality-weighted dependentsest.20%67
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