# The Apache Software Foundation AI Agent Skills

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.

Official page: https://skillscout.sh/official/apache/
Markdown page: https://skillscout.sh/official/apache/apache_skills_skillscout.md
Vendor website: https://www.apache.org/

## Prompt for your agent

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

### apache/beam

Includes 13 official skills: gradle-build, java-development, beam-concepts, license-compliance, python-development, ci-cd.

Install:

```bash
npx skills add apache/beam -y
```

Source: https://github.com/apache/beam

### apache/airflow

Includes 2 official skills: aip-tracker, sql-reporting.

Install:

```bash
npx skills add apache/airflow -y
```

Source: https://github.com/apache/airflow

### apache/airflow-steward

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.

Install:

```bash
npx skills add apache/airflow-steward -y
```

Source: https://github.com/apache/airflow-steward

### apache/hamilton

Includes 7 official skills: hamilton-dev-workflow, core, integrations, llm, mcp, observability.

Install:

```bash
npx skills add apache/hamilton -y
```

Source: https://github.com/apache/hamilton

### apache/maka

Includes 3 official skills: maka-architecture-docs, code-review, computer-use.

Install:

```bash
npx skills add apache/maka -y
```

Source: https://github.com/apache/maka

### apache/magpie

Includes 72 official skills: audit-finding-fix, ci-runner-audit, committer-onboarding, contributor-activity-sweep, contributor-nomination, contributor-sentiment.

Install:

```bash
npx skills add apache/magpie -y
```

Source: https://github.com/apache/magpie

### apache/cayenne

Includes 8 official skills: cayenne-cgen, cayenne-db-import, cayenne-full-db-sync, cayenne-model-naming, cayenne-modeler, cayenne-modeling.

Install:

```bash
npx skills add apache/cayenne -y
```

Source: https://github.com/apache/cayenne

## Individual skills

### gradle-build

Official The Apache Software Foundation skill from apache/beam.

Install:

```bash
npx skills add apache/beam@gradle-build -y
```

Package: apache/beam
Source: https://github.com/apache/beam/tree/master/.agent/skills/gradle-build

### java-development

Official The Apache Software Foundation skill from apache/beam.

Install:

```bash
npx skills add apache/beam@java-development -y
```

Package: apache/beam
Source: https://github.com/apache/beam/tree/HEAD/.agent/skills/java-development

### beam-concepts

Official The Apache Software Foundation skill from apache/beam.

Install:

```bash
npx skills add apache/beam@beam-concepts -y
```

Package: apache/beam
Source: https://github.com/apache/beam/tree/HEAD/.agent/skills/beam-concepts

### license-compliance

Official The Apache Software Foundation skill from apache/beam.

Install:

```bash
npx skills add apache/beam@license-compliance -y
```

Package: apache/beam
Source: https://github.com/apache/beam/tree/HEAD/.agent/skills/license-compliance

### python-development

Official The Apache Software Foundation skill from apache/beam.

Install:

```bash
npx skills add apache/beam@python-development -y
```

Package: apache/beam
Source: https://github.com/apache/beam/tree/master/.agent/skills/python-development

### ci-cd

Official The Apache Software Foundation skill from apache/beam.

Install:

```bash
npx skills add apache/beam@ci-cd -y
```

Package: apache/beam
Source: https://github.com/apache/beam/tree/HEAD/.agent/skills/ci-cd

### contributing

Official The Apache Software Foundation skill from apache/beam.

Install:

```bash
npx skills add apache/beam@contributing -y
```

Package: apache/beam
Source: https://github.com/apache/beam/tree/HEAD/.agent/skills/contributing

### runners

Official The Apache Software Foundation skill from apache/beam.

Install:

```bash
npx skills add apache/beam@runners -y
```

Package: apache/beam
Source: https://github.com/apache/beam/tree/master/.agent/skills/runners

### io-connectors

Official The Apache Software Foundation skill from apache/beam.

Install:

```bash
npx skills add apache/beam@io-connectors -y
```

Package: apache/beam
Source: https://github.com/apache/beam/tree/master/.agent/skills/io-connectors

### developing-new-io-connectors

Official The Apache Software Foundation skill from apache/beam.

Install:

```bash
npx skills add apache/beam@developing-new-io-connectors -y
```

Package: apache/beam
Source: https://github.com/apache/beam/tree/master/.agent/skills/developing-new-io-connectors

### yaml-development

Official The Apache Software Foundation skill from apache/beam.

Install:

```bash
npx skills add apache/beam@yaml-development -y
```

Package: apache/beam
Source: https://github.com/apache/beam/tree/HEAD/.agent/skills/yaml-development

### adding-new-metadata

Official The Apache Software Foundation skill from apache/beam.

Install:

```bash
npx skills add apache/beam@adding-new-metadata -y
```

Package: apache/beam
Source: https://github.com/apache/beam/tree/master/.agent/skills/adding-new-metadata

### beam-dofn-modernizer

Official The Apache Software Foundation skill from apache/beam.

Install:

```bash
npx skills add apache/beam@beam-dofn-modernizer -y
```

Package: apache/beam
Source: https://github.com/apache/beam/tree/master/.agent/skills/beam-dofn-modernizer

### aip-tracker

Official The Apache Software Foundation skill from apache/airflow.

Install:

```bash
npx skills add apache/airflow@aip-tracker -y
```

Package: apache/airflow
Source: https://github.com/apache/airflow/tree/main/providers/common/ai/src/airflow/providers/common/ai/example_dags/skills/aip-tracker

### sql-reporting

Official The Apache Software Foundation skill from apache/airflow.

Install:

```bash
npx skills add apache/airflow@sql-reporting -y
```

Package: apache/airflow
Source: https://github.com/apache/airflow/tree/HEAD/providers/common/ai/src/airflow/providers/common/ai/example_dags/skills/sql-reporting

### security-issue-import-from-md

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@security-issue-import-from-md -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/security-issue-import-from-md

### setup-isolated-setup-install

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@setup-isolated-setup-install -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/setup-isolated-setup-install

### setup-override-upstream

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@setup-override-upstream -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/setup-override-upstream

### setup-shared-config-sync

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@setup-shared-config-sync -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/setup-shared-config-sync

### audit-finding-fix

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@audit-finding-fix -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/audit-finding-fix

### ci-runner-audit

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@ci-runner-audit -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/ci-runner-audit

### committer-onboarding

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@committer-onboarding -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/committer-onboarding

### contributor-activity-sweep

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@contributor-activity-sweep -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/contributor-activity-sweep

### contributor-nomination

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@contributor-nomination -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/contributor-nomination

### contributor-sentiment

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@contributor-sentiment -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/contributor-sentiment

### contributor-to-committer

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@contributor-to-committer -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/contributor-to-committer

### dependency-audit

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@dependency-audit -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/dependency-audit

### dependency-license-audit

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@dependency-license-audit -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/dependency-license-audit

### flaky-test-triage

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@flaky-test-triage -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/flaky-test-triage

### generate-cve-json

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@generate-cve-json -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/tools/cve-tool-vulnogram/generate-cve-json

### good-first-issue-author

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@good-first-issue-author -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/good-first-issue-author

### good-first-issue-sweep

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@good-first-issue-sweep -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/good-first-issue-sweep

### issue-backlog-stats

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@issue-backlog-stats -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/issue-backlog-stats

### issue-deduplicate

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@issue-deduplicate -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/issue-deduplicate

### issue-fix-workflow

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@issue-fix-workflow -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/issue-fix-workflow

### issue-reassess

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@issue-reassess -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/issue-reassess

### issue-reassess-stats

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@issue-reassess-stats -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/issue-reassess-stats

### issue-reproducer

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@issue-reproducer -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/issue-reproducer

### issue-stale-sweep

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@issue-stale-sweep -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/issue-stale-sweep

### issue-triage

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@issue-triage -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/issue-triage

### license-compliance-audit

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@license-compliance-audit -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/license-compliance-audit

### list-skills

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@list-skills -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/list-skills

### mentoring-welcome

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@mentoring-welcome -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/mentoring-welcome

### newcomer-issue-explainer

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@newcomer-issue-explainer -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/newcomer-issue-explainer

### onboarding-concierge

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@onboarding-concierge -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/onboarding-concierge

### optimize-skill

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@optimize-skill -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/optimize-skill

### pairing-multi-agent-review

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@pairing-multi-agent-review -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/pairing-multi-agent-review

### pairing-self-review

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@pairing-self-review -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/pairing-self-review

### pr-management-code-review

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@pr-management-code-review -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/pr-management-code-review

### pr-management-mentor

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@pr-management-mentor -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/pr-management-mentor

### pr-management-quick-merge

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@pr-management-quick-merge -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/pr-management-quick-merge

### pr-management-stats

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@pr-management-stats -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/pr-management-stats

### pr-management-triage

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@pr-management-triage -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/pr-management-triage

### pr-stale-sweep

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@pr-stale-sweep -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/pr-stale-sweep

### pre-first-pr-check

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@pre-first-pr-check -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/pre-first-pr-check

### release-announce-draft

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@release-announce-draft -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/release-announce-draft

### release-archive-sweep

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@release-archive-sweep -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/release-archive-sweep

### release-audit-report

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@release-audit-report -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/release-audit-report

### release-keys-sync

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@release-keys-sync -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/release-keys-sync

### release-prepare

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@release-prepare -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/release-prepare

### release-promote

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@release-promote -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/release-promote

### release-rc-cut

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@release-rc-cut -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/release-rc-cut

### release-verify-rc

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@release-verify-rc -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/release-verify-rc

### release-vote-draft

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@release-vote-draft -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/release-vote-draft

### release-vote-tally

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@release-vote-tally -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/release-vote-tally

### report-framework-issue

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@report-framework-issue -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/report-framework-issue

### reviewer-routing

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@reviewer-routing -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/reviewer-routing

### security-cve-allocate

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@security-cve-allocate -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/security-cve-allocate

### security-issue-deduplicate

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@security-issue-deduplicate -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/security-issue-deduplicate

### security-issue-fix

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@security-issue-fix -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/security-issue-fix

### security-issue-import

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@security-issue-import -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/security-issue-import

### security-issue-import-from-pr

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@security-issue-import-from-pr -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/security-issue-import-from-pr

### security-issue-import-from-scan

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@security-issue-import-from-scan -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/security-issue-import-from-scan

### security-issue-import-via-forwarder

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@security-issue-import-via-forwarder -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/security-issue-import-via-forwarder

### security-issue-invalidate

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@security-issue-invalidate -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/security-issue-invalidate

### security-issue-sync

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@security-issue-sync -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/security-issue-sync

### security-issue-triage

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@security-issue-triage -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/security-issue-triage

### security-tracker-stats-dashboard

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@security-tracker-stats-dashboard -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/security-tracker-stats-dashboard

### setup

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@setup -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/setup

### setup-isolated-setup-doctor

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@setup-isolated-setup-doctor -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/setup-isolated-setup-doctor

### setup-isolated-setup-update

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@setup-isolated-setup-update -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/setup-isolated-setup-update

### setup-isolated-setup-verify

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@setup-isolated-setup-verify -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/setup-isolated-setup-verify

### setup-status

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@setup-status -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/setup-status

### setup-upstream-fix

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@setup-upstream-fix -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/setup-upstream-fix

### skill-reconciler

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@skill-reconciler -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/skill-reconciler

### workflow-security-audit

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@workflow-security-audit -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/workflow-security-audit

### write-skill

Official The Apache Software Foundation skill from apache/airflow-steward.

Install:

```bash
npx skills add apache/airflow-steward@write-skill -y
```

Package: apache/airflow-steward
Source: https://github.com/apache/airflow-steward/tree/HEAD/skills/write-skill

### hamilton-dev-workflow

Official The Apache Software Foundation skill from apache/hamilton.

Install:

```bash
npx skills add apache/hamilton@hamilton-dev-workflow -y
```

Package: apache/hamilton
Source: https://github.com/apache/hamilton/tree/main/.claude-plugin/skills/hamilton-dev-workflow

### core

Official The Apache Software Foundation skill from apache/hamilton.

Install:

```bash
npx skills add apache/hamilton@core -y
```

Package: apache/hamilton
Source: https://github.com/apache/hamilton/tree/main/.claude-plugin/skills/core

### integrations

Official The Apache Software Foundation skill from apache/hamilton.

Install:

```bash
npx skills add apache/hamilton@integrations -y
```

Package: apache/hamilton
Source: https://github.com/apache/hamilton/tree/main/.claude-plugin/skills/integrations

### llm

Official The Apache Software Foundation skill from apache/hamilton.

Install:

```bash
npx skills add apache/hamilton@llm -y
```

Package: apache/hamilton
Source: https://github.com/apache/hamilton/tree/main/.claude-plugin/skills/llm

### mcp

Official The Apache Software Foundation skill from apache/hamilton.

Install:

```bash
npx skills add apache/hamilton@mcp -y
```

Package: apache/hamilton
Source: https://github.com/apache/hamilton/tree/main/.claude-plugin/skills/mcp

### observability

Official The Apache Software Foundation skill from apache/hamilton.

Install:

```bash
npx skills add apache/hamilton@observability -y
```

Package: apache/hamilton
Source: https://github.com/apache/hamilton/tree/main/.claude-plugin/skills/observability

### scale

Official The Apache Software Foundation skill from apache/hamilton.

Install:

```bash
npx skills add apache/hamilton@scale -y
```

Package: apache/hamilton
Source: https://github.com/apache/hamilton/tree/main/.claude-plugin/skills/scale

### maka-architecture-docs

Official The Apache Software Foundation skill from apache/maka.

Install:

```bash
npx skills add apache/maka@maka-architecture-docs -y
```

Package: apache/maka
Source: https://github.com/apache/maka/tree/HEAD/skills/maka-architecture-docs

### code-review

Official The Apache Software Foundation skill from apache/maka.

Install:

```bash
npx skills add apache/maka@code-review -y
```

Package: apache/maka
Source: https://github.com/apache/maka/tree/HEAD/.github/skills/code-review

### computer-use

Official The Apache Software Foundation skill from apache/maka.

Install:

```bash
npx skills add apache/maka@computer-use -y
```

Package: apache/maka
Source: https://github.com/apache/maka/tree/HEAD/packages/runtime/resources/bundled-skills/computer-use

### audit-finding-fix

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@audit-finding-fix -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/audit-finding-fix

### ci-runner-audit

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@ci-runner-audit -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/ci-runner-audit

### committer-onboarding

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@committer-onboarding -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/committer-onboarding

### contributor-activity-sweep

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@contributor-activity-sweep -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/contributor-activity-sweep

### contributor-nomination

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@contributor-nomination -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/contributor-nomination

### contributor-sentiment

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@contributor-sentiment -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/contributor-sentiment

### contributor-to-committer

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@contributor-to-committer -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/contributor-to-committer

### dependency-audit

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@dependency-audit -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/dependency-audit

### dependency-license-audit

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@dependency-license-audit -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/dependency-license-audit

### flaky-test-triage

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@flaky-test-triage -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/flaky-test-triage

### generate-cve-json

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@generate-cve-json -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/tools/cve-tool-vulnogram/generate-cve-json

### good-first-issue-author

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@good-first-issue-author -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/good-first-issue-author

### good-first-issue-sweep

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@good-first-issue-sweep -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/good-first-issue-sweep

### issue-backlog-stats

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@issue-backlog-stats -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/issue-backlog-stats

### issue-deduplicate

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@issue-deduplicate -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/issue-deduplicate

### issue-fix-workflow

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@issue-fix-workflow -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/issue-fix-workflow

### issue-reassess

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@issue-reassess -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/issue-reassess

### issue-reassess-stats

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@issue-reassess-stats -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/issue-reassess-stats

### issue-reproducer

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@issue-reproducer -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/issue-reproducer

### issue-stale-sweep

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@issue-stale-sweep -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/issue-stale-sweep

### issue-triage

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@issue-triage -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/issue-triage

### license-compliance-audit

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@license-compliance-audit -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/license-compliance-audit

### list-skills

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@list-skills -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/list-skills

### mentoring-welcome

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@mentoring-welcome -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/mentoring-welcome

### newcomer-issue-explainer

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@newcomer-issue-explainer -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/newcomer-issue-explainer

### onboarding-concierge

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@onboarding-concierge -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/onboarding-concierge

### optimize-skill

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@optimize-skill -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/optimize-skill

### pairing-multi-agent-review

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@pairing-multi-agent-review -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/pairing-multi-agent-review

### pairing-self-review

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@pairing-self-review -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/pairing-self-review

### pr-management-code-review

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@pr-management-code-review -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/pr-management-code-review

### pr-management-mentor

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@pr-management-mentor -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/pr-management-mentor

### pr-management-quick-merge

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@pr-management-quick-merge -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/pr-management-quick-merge

### pr-management-stats

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@pr-management-stats -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/pr-management-stats

### pr-management-triage

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@pr-management-triage -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/pr-management-triage

### pr-stale-sweep

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@pr-stale-sweep -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/pr-stale-sweep

### pre-first-pr-check

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@pre-first-pr-check -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/pre-first-pr-check

### release-announce-draft

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@release-announce-draft -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/release-announce-draft

### release-archive-sweep

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@release-archive-sweep -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/release-archive-sweep

### release-audit-report

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@release-audit-report -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/release-audit-report

### release-keys-sync

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@release-keys-sync -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/release-keys-sync

### release-prepare

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@release-prepare -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/release-prepare

### release-promote

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@release-promote -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/release-promote

### release-rc-cut

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@release-rc-cut -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/release-rc-cut

### release-verify-rc

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@release-verify-rc -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/release-verify-rc

### release-vote-draft

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@release-vote-draft -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/release-vote-draft

### release-vote-tally

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@release-vote-tally -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/release-vote-tally

### report-framework-issue

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@report-framework-issue -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/report-framework-issue

### reviewer-routing

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@reviewer-routing -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/reviewer-routing

### security-cve-allocate

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@security-cve-allocate -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/security-cve-allocate

### security-issue-deduplicate

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@security-issue-deduplicate -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/security-issue-deduplicate

### security-issue-fix

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@security-issue-fix -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/security-issue-fix

### security-issue-import

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@security-issue-import -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/security-issue-import

### security-issue-import-from-md

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@security-issue-import-from-md -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/security-issue-import-from-md

### security-issue-import-from-pr

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@security-issue-import-from-pr -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/security-issue-import-from-pr

### security-issue-import-from-scan

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@security-issue-import-from-scan -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/security-issue-import-from-scan

### security-issue-import-via-forwarder

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@security-issue-import-via-forwarder -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/security-issue-import-via-forwarder

### security-issue-invalidate

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@security-issue-invalidate -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/security-issue-invalidate

### security-issue-sync

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@security-issue-sync -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/security-issue-sync

### security-issue-triage

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@security-issue-triage -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/security-issue-triage

### security-tracker-stats-dashboard

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@security-tracker-stats-dashboard -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/security-tracker-stats-dashboard

### setup

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@setup -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/setup

### setup-isolated-setup-doctor

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@setup-isolated-setup-doctor -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/setup-isolated-setup-doctor

### setup-isolated-setup-install

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@setup-isolated-setup-install -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/setup-isolated-setup-install

### setup-isolated-setup-update

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@setup-isolated-setup-update -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/setup-isolated-setup-update

### setup-isolated-setup-verify

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@setup-isolated-setup-verify -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/setup-isolated-setup-verify

### setup-override-upstream

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@setup-override-upstream -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/setup-override-upstream

### setup-shared-config-sync

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@setup-shared-config-sync -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/setup-shared-config-sync

### setup-status

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@setup-status -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/setup-status

### setup-upstream-fix

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@setup-upstream-fix -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/setup-upstream-fix

### skill-reconciler

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@skill-reconciler -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/skill-reconciler

### workflow-security-audit

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@workflow-security-audit -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/workflow-security-audit

### write-skill

Official The Apache Software Foundation skill from apache/magpie.

Install:

```bash
npx skills add apache/magpie@write-skill -y
```

Package: apache/magpie
Source: https://github.com/apache/magpie/tree/HEAD/skills/write-skill

### cayenne-cgen

Official The Apache Software Foundation skill from apache/cayenne.

Install:

```bash
npx skills add apache/cayenne@cayenne-cgen -y
```

Package: apache/cayenne
Source: https://github.com/apache/cayenne/tree/master/ai-plugin/skills/cayenne-cgen

### cayenne-db-import

Official The Apache Software Foundation skill from apache/cayenne.

Install:

```bash
npx skills add apache/cayenne@cayenne-db-import -y
```

Package: apache/cayenne
Source: https://github.com/apache/cayenne/tree/master/ai-plugin/skills/cayenne-db-import

### cayenne-full-db-sync

Official The Apache Software Foundation skill from apache/cayenne.

Install:

```bash
npx skills add apache/cayenne@cayenne-full-db-sync -y
```

Package: apache/cayenne
Source: https://github.com/apache/cayenne/tree/HEAD/ai-plugin/skills/cayenne-full-db-sync

### cayenne-model-naming

Official The Apache Software Foundation skill from apache/cayenne.

Install:

```bash
npx skills add apache/cayenne@cayenne-model-naming -y
```

Package: apache/cayenne
Source: https://github.com/apache/cayenne/tree/HEAD/ai-plugin/skills/cayenne-model-naming

### cayenne-modeler

Official The Apache Software Foundation skill from apache/cayenne.

Install:

```bash
npx skills add apache/cayenne@cayenne-modeler -y
```

Package: apache/cayenne
Source: https://github.com/apache/cayenne/tree/master/ai-plugin/skills/cayenne-modeler

### cayenne-modeling

Official The Apache Software Foundation skill from apache/cayenne.

Install:

```bash
npx skills add apache/cayenne@cayenne-modeling -y
```

Package: apache/cayenne
Source: https://github.com/apache/cayenne/tree/master/ai-plugin/skills/cayenne-modeling

### cayenne-query

Official The Apache Software Foundation skill from apache/cayenne.

Install:

```bash
npx skills add apache/cayenne@cayenne-query -y
```

Package: apache/cayenne
Source: https://github.com/apache/cayenne/tree/master/ai-plugin/skills/cayenne-query

### cayenne-runtime

Official The Apache Software Foundation skill from apache/cayenne.

Install:

```bash
npx skills add apache/cayenne@cayenne-runtime -y
```

Package: apache/cayenne
Source: https://github.com/apache/cayenne/tree/master/ai-plugin/skills/cayenne-runtime

## apache/beam package overview

Includes 13 official skills: gradle-build, java-development, beam-concepts, license-compliance, python-development, ci-cd.

### Top skills in this package

- gradle-build: Official The Apache Software Foundation skill from apache/beam.
- java-development: Official The Apache Software Foundation skill from apache/beam.
- beam-concepts: Official The Apache Software Foundation skill from apache/beam.
- license-compliance: Official The Apache Software Foundation skill from apache/beam.
- python-development: Official The Apache Software Foundation skill from apache/beam.
- ci-cd: Official The Apache Software Foundation skill from apache/beam.
- contributing: Official The Apache Software Foundation skill from apache/beam.
- runners: Official The Apache Software Foundation skill from apache/beam.

### Install

Install the full package:

```bash
npx skills add apache/beam -y
```

Install a specific skill:

```bash
npx skills add apache/beam@gradle-build -y
```

Use the package when you want your agent to choose the relevant skill from this official repository.

Source: https://github.com/apache/beam#readme
