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ai-boost/awesome-prompts

Establishedrank #113

Curated prompts, frameworks and papers for LLMs and agents, with an engineering bias. Prompt engineering, context engineering, agent harnesses, red teaming.

9.2k+182 · 7d 894 85est. GPL-3.0Pythonpushed 2m ago
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Composite

68

conf 65%

Momentum

48

conf 60%

Vitality (PVI)

80

conf 67%

Community

57

conf 60%

Security & maint.

89

conf 85%

Ecosystem influence

76

conf 60%

Opportunity

64

conf 60%

Breakout · 7d

46%

conf 71%

Executive summary

awesome-prompts is currently classified as established with a composite score of 68/100. Momentum (48) and vitality (80) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 182 stars against a 9.2k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 46%.

90-day trajectory

+751 · 30d
2026-08-022026-10-30

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%63
Star accelerationest.15%52
Fork velocityest.10%48
Contributor growthest.10%51
Issue activity growthest.10%8
PR activity growthest.10%74
External mention velocityest.10%18
Release event impactest.5%66
Trending-rank persistenceest.5%31

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

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%72
PR responsivenessest.15%73
Issue responsivenessest.15%85
Contributor diversityest.10%72
Maintainer continuityest.10%78
Documentation qualityest.5%72
Dependency freshnessest.5%52
Security hygieneest.5%81

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

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%71
Bus factorest.15%68

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

Ecosystem influence

Dependent repositoriesest.30%74
Quality-weighted dependentsest.20%73
Documentation citationsest.15%61
Contributor overlapest.15%80
Registry adoptionest.10%76
Topic centralityest.10%100

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