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bojieli/ai-agent-book

Establishedrank #102

《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

51.7k+634 · 7d 5.8k 220est. Apache-2.0Pythonpushed 10h ago
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Composite

71

conf 65%

Momentum

59

conf 60%

Vitality (PVI)

77

conf 67%

Community

55

conf 60%

Security & maint.

93

conf 85%

Ecosystem influence

81

conf 60%

Opportunity

69

conf 60%

Breakout · 7d

33%

conf 71%

Executive summary

ai-agent-book is currently classified as established with a composite score of 71/100. Momentum (59) and vitality (77) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 634 stars against a 51.7k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 33%.

90-day trajectory

+3.3k · 30d
2026-07-022026-09-29

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%78
Star accelerationest.15%42
Fork velocityest.10%72
Contributor growthest.10%70
Issue activity growthest.10%49
PR activity growthest.10%62
External mention velocityest.10%11
Release event impactest.5%86
Trending-rank persistenceest.5%54

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

Project Vitality Index

Commit consistency20%99
Release cadenceest.15%75
PR responsivenessest.15%64
Issue responsivenessest.15%68
Contributor diversityest.10%87
Maintainer continuityest.10%82
Documentation qualityest.5%69
Dependency freshnessest.5%72
Security hygieneest.5%51

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

Security & maintenance

Release recency25%99
License clarity20%92
Maintenance status25%99
Dependency stalenessest.15%86
Bus factorest.15%80

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

Ecosystem influence

Dependent repositoriesest.30%91
Quality-weighted dependentsest.20%76
Documentation citationsest.15%65
Contributor overlapest.15%78
Registry adoptionest.10%67
Topic centralityest.10%100

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