Skip to content
Signals
deepseek-ai/deepseek-harness adds ~58,389 stars this week — breakout in TypeScriptTrendNexus signalsstorytold/pdfcraft adds ~27,533 stars this week — emerging in RustTrendNexus signalseternity4719/HowToLiveBetter adds ~19,846 stars this week — breakout in HTMLTrendNexus signalsEbony-Vinyl/dsh-our-free-model adds ~19,846 stars this week — emerging in JavaScriptTrendNexus signalsgarrytan/gstack adds ~15,253 stars this week — breakout in TypeScriptTrendNexus signalsGraphify-Labs/graphify adds ~15,133 stars this week — breakout in PythonTrendNexus signalsodysseus-dev/odysseus adds ~12,428 stars this week — breakout in PythonTrendNexus signalsPanniantong/Agent-Reach adds ~12,213 stars this week — breakout in PythonTrendNexus signalsRisk watch: bagisto/bagisto trends cooling with security score 92TrendNexus signalsRisk watch: thedaviddias/Front-End-Checklist trends cooling with security score 82TrendNexus signalsHealthiest in cohort: ultraworkers/claw-code holds PVI 84 — sustainability leaderTrendNexus signals

Panniantong/Agent-Reach

Breakoutrank #7

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

96.8k+12.2k · 7d 8.5k 368est. MITPythonpushed 6d ago
Compare View on GitHub

Composite

78

conf 65%

Momentum

79

conf 60%

Vitality (PVI)

72

conf 67%

Community

76

conf 60%

Security & maint.

87

conf 85%

Ecosystem influence

80

conf 60%

Opportunity

68

conf 60%

Breakout · 7d

77%

conf 71%

Executive summary

Agent-Reach is currently classified as breakout with a composite score of 78/100. Momentum (79) and vitality (72) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 12,213 stars against a 96.8k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 77%.

Analyst note

AI-drafted · numbers from tracked data

The relationship between momentum and vitality suggests that a project with high momentum (79/100) is likely to be more stable and less volatile in terms of its overall health. This implies that a project with high vitality (72/100) may be more resilient, but also potentially more sensitive to external factors affecting momentum. A decision to adopt or build on this relationship should consider the current momentum's influence on the project's stability and potential for long-term success.

Video breakdown

@gptaiclips on YouTube
Your AI Agent Is BLIND — This 23K Star Free CLI Gives It Internet Vision (Twitter, Reddit, YT)Your AI Agent Is BLIND — This 23K Star Free CLI Gives It Internet Vision (Twitter, Reddit, YT)4mo ago

90-day trajectory

+48.2k · 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%54
Fork velocityest.10%100
Contributor growthest.10%85
Issue activity growthest.10%61
PR activity growthest.10%45
External mention velocityest.10%100
Release event impactest.5%69
Trending-rank persistenceest.5%62

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

Project Vitality Index

Commit consistency20%82
Release cadenceest.15%64
PR responsivenessest.15%81
Issue responsivenessest.15%53
Contributor diversityest.10%95
Maintainer continuityest.10%66
Documentation qualityest.5%74
Dependency freshnessest.5%60
Security hygieneest.5%71

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

Security & maintenance

Release recency25%86
License clarity20%92
Maintenance status25%82
Dependency stalenessest.15%90
Bus factorest.15%87

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

Ecosystem influence

Dependent repositoriesest.30%95
Quality-weighted dependentsest.20%87
Documentation citationsest.15%50
Contributor overlapest.15%64
Registry adoptionest.10%71
Topic centralityest.10%100

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