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career-ops-hq/career-ops

Establishedrank #29

Open-source AI job search: scan job portals, evaluate listings into a structured A-H report with a global 1-5 score, tailor your CV, track applications — runs locally in your AI coding CLI (Claude Code, Codex, OpenCode, Antigravity…)

72.9k+3.9k · 7d 13.7k 509est. MITJavaScriptpushed 21h ago

Compare View on GitHub

Composite

conf 65%

Momentum

conf 60%

Vitality (PVI)

conf 67%

Community

conf 60%

Security & maint.

conf 85%

Ecosystem influence

conf 60%

Opportunity

conf 60%

Breakout · 7d

56%

conf 71%

Executive summary

career-ops is currently classified as established with a composite score of 76/100. Momentum (74) and vitality (72) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 3,904 stars against a 72.9k-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 #Shorts4mo ago

90-day trajectory

+16.3k · 30d

2026-07-012026-09-28

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%100

Star accelerationest.15%51

Fork velocityest.10%91

Contributor growthest.10%69

Issue activity growthest.10%74

PR activity growthest.10%65

External mention velocityest.10%51

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%97

Release cadenceest.15%59

PR responsivenessest.15%54

Issue responsivenessest.15%52

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%98

License clarity20%92

Maintenance status25%97

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