The Apache Software Foundation publishes official AI agent skills for its tools, services, and developer workflows. Established in 1999, the all-volunteer Foundation oversees more than 350 leading Open Source projects, including Apache HTTP Server --the world's most popular Web server software. Through the ASF's meritocratic process known as 'The Apache Way,' more than 620 individual Members and 6,000 Committers successfully collaborate to develop freely available enterprise-grade software, benefiting millions of users worldwide: thousands of software solutions are distributed under the Apache License; and the community actively participates in ASF mailing lists, mentoring initiatives, and ApacheCon, the Foundation's official global conference series. The ASF is a US 501(c)(3) charitable organization, funded by individual donations and corporate sponsors including Alibaba Cloud Computing, ARM, Bloomberg, Budget Direct, Capital One, Cerner, Cloudera, Comcast, Confluent, Facebook, Google, Hortonworks, HP, Huawei, IBM, InMotion Hosting, iSigma, LeaseWeb, Microsoft, OPDi, PhoenixNAP, Pivotal, Private Internet Access, Produban, Red Hat, Serenata Flowers, WANdisco, and Yahoo. For more information, visit and.
Browse 177 official AI agent skills across 7 The Apache Software Foundation repositories, with install commands and source links.
Install
Install a full repository package, then let your agent activate the right skill for the task.
Fetch this Markdown manifest as plain text: https://skillscout.sh/official/apache/apache_skills_skillscout.md. If your browser cannot display the Markdown directly, use curl or another text fetcher. Recommend the relevant The Apache Software Foundation skills package or packages for my goal, explain which individual skills matter, and wait for my approval. After I approve, install with the npx command. If no project is open, install it as an agent skill I can use later.
Skills packages
Includes 13 official skills: gradle-build, java-development, beam-concepts, license-compliance, python-development, ci-cd.
npx skills add apache/beam -y
Includes 2 official skills: aip-tracker, sql-reporting.
npx skills add apache/airflow -y
Includes 72 official skills: security-issue-import-from-md, setup-isolated-setup-install, setup-override-upstream, setup-shared-config-sync, audit-finding-fix, ci-runner-audit.
npx skills add apache/airflow-steward -y
Includes 7 official skills: hamilton-dev-workflow, core, integrations, llm, mcp, observability.
npx skills add apache/hamilton -y
Includes 3 official skills: maka-architecture-docs, code-review, computer-use.
npx skills add apache/maka -y
Includes 72 official skills: audit-finding-fix, ci-runner-audit, committer-onboarding, contributor-activity-sweep, contributor-nomination, contributor-sentiment.
npx skills add apache/magpie -y
Includes 8 official skills: cayenne-cgen, cayenne-db-import, cayenne-full-db-sync, cayenne-model-naming, cayenne-modeler, cayenne-modeling.
npx skills add apache/cayenne -y
Individual skills
1-100 of 177 skills
Repository documentation
Includes 13 official skills: gradle-build, java-development, beam-concepts, license-compliance, python-development, ci-cd.
Install the full package:
npx skills add apache/beam -yInstall a specific skill:
npx skills add apache/beam@gradle-build -yUse the package when you want your agent to choose the relevant skill from this official The Apache Software Foundation repository.
View apache/beam on GitHub