Signals

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HKUDS/nanobot

Establishedrank #61

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

49k+2.6k · 7d 8.6k 255est. MITPythonpushed 3h 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

60%

conf 71%

Executive summary

nanobot is currently classified as established with a composite score of 74/100. Momentum (70) and vitality (74) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 2,616 stars against a 49k-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)4mo ago

90-day trajectory

+10.3k · 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%95

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%51

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%100

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%100

License clarity20%92

Maintenance status25%100

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