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headroomlabs-ai/headroom

Breakoutrank #19

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

75.2k+6.1k · 7d 5.8k 178est. Apache-2.0Pythonpushed 1d ago
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Composite

76

conf 65%

Momentum

83

conf 60%

Vitality (PVI)

79

conf 67%

Community

49

conf 60%

Security & maint.

89

conf 85%

Ecosystem influence

75

conf 60%

Opportunity

71

conf 60%

Breakout · 7d

83%

conf 71%

Executive summary

headroom is currently classified as breakout with a composite score of 76/100. Momentum (83) and vitality (79) diverge — attention is running ahead of maintenance depth. Estimated 7-day gain of 6,102 stars against a 75.2k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 83%.

Analyst note

AI-drafted · numbers from tracked data

The momentum-vs-vitality relationship suggests that a project with high Vitality (79/100) and Momentum (83/100) is more likely to continue growing in terms of adoption. This indicates that the current momentum may be sustained, but it's essential to consider the potential risks associated with continued growth, such as increased competition or changing market conditions. If someone decides to adopt this project now, they should weigh the benefits against the potential drawbacks and assess whether the current momentum is a reliable indicator of future success. A cautious approach might involve analyzing other factors, such as the repository's overall health, community engagement, and technical debt, before committing resources to continue growing the project.

90-day trajectory

+23.2k · 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%56
Fork velocityest.10%100
Contributor growthest.10%89
Issue activity growthest.10%56
PR activity growthest.10%82
External mention velocityest.10%80
Release event impactest.5%89
Trending-rank persistenceest.5%82

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

Project Vitality Index

Commit consistency20%97
Release cadenceest.15%94
PR responsivenessest.15%88
Issue responsivenessest.15%52
Contributor diversityest.10%83
Maintainer continuityest.10%43
Documentation qualityest.5%73
Dependency freshnessest.5%78
Security hygieneest.5%81

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

Security & maintenance

Release recency25%98
License clarity20%92
Maintenance status25%97
Dependency stalenessest.15%55
Bus factorest.15%91

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

Ecosystem influence

Dependent repositoriesest.30%91
Quality-weighted dependentsest.20%71
Documentation citationsest.15%36
Contributor overlapest.15%70
Registry adoptionest.10%76
Topic centralityest.10%100

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