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HKUDS/nanobot

Establishedrank #51

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

48.6k+2.8k · 7d 8.6k 254est. MITPythonpushed 19h ago
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Composite

74

conf 65%

Momentum

71

conf 60%

Vitality (PVI)

74

conf 67%

Community

67

conf 60%

Security & maint.

89

conf 85%

Ecosystem influence

73

conf 60%

Opportunity

70

conf 60%

Breakout · 7d

60%

conf 71%

Executive summary

nanobot is currently classified as established with a composite score of 74/100. Momentum (71) and vitality (74) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 2,763 stars against a 48.6k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 60%.

Video breakdown

@gptaiclips on YouTube
CLI-Anything: 42K-Star Repo Makes ANY Software Agent-Native (5-Min Setup)CLI-Anything: 42K-Star Repo Makes ANY Software Agent-Native (5-Min Setup)4mo ago

90-day trajectory

+10.8k · 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%96
Star accelerationest.15%55
Fork velocityest.10%92
Contributor growthest.10%62
Issue activity growthest.10%56
PR activity growthest.10%42
External mention velocityest.10%54
Release event impactest.5%74
Trending-rank persistenceest.5%82

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

Project Vitality Index

Commit consistency20%97
Release cadenceest.15%83
PR responsivenessest.15%83
Issue responsivenessest.15%50
Contributor diversityest.10%89
Maintainer continuityest.10%44
Documentation qualityest.5%67
Dependency freshnessest.5%61
Security hygieneest.5%40

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

Security & maintenance

Release recency25%98
License clarity20%92
Maintenance status25%97
Dependency stalenessest.15%48
Bus factorest.15%100

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

Ecosystem influence

Dependent repositoriesest.30%95
Quality-weighted dependentsest.20%78
Documentation citationsest.15%75
Contributor overlapest.15%29
Registry adoptionest.10%30
Topic centralityest.10%100

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