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AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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Project comparison

Airflow vs Academic Research Skills

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Best matched with other platform tools.

46.2K
Stars
+845
Weekly
88/100
Health
Academic Research Skills

Academic Research Skills for Claude Code: research → write → review → revise → finalize

Best matched with other platform tools.

43.5K
Stars
+37.4K
Weekly
85/100
Health

Quick Take

Adoption

Airflow has the larger GitHub footprint with 46.2K stars.

Momentum

Academic Research Skills is currently growing faster at +37.4K stars this week.

Maintenance

Airflow has the stronger automated maintenance signal at 88/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalAirflowAcademic Research Skills
Evidence statusBasic listing· 2026-10-04 09:17 UTCBasic listing· 2026-10-04 09:17 UTC
GitHub stars46.2K43.5K
Weekly growth+845+37.4K
Health scoreStrong88/100Strong85/100
Contributors4.5K15
Commits per week166.023.8
Open issues1.8K18
LanguagePythonPython
LicenseApache-2.0NOASSERTION
Last commit2026-07-22 15:42 UTC2026-08-24 04:08 UTC
Last release3.3.0v3.21.0

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