Agent skills by apache

Prepare an Apache Fory release candidate from a clean release branch, including the version bump, RC tag, JVM staging, ASF source artifacts, SVN upload, and vote email.

apache/fory

Bump Apache Fory release or post-release development versions across Java, Kotlin, Scala, Python, Rust, Go, C++, C, Dart, JavaScript, Swift, integration tests, examples, and source docs.

apache/fory

Writes and reviews Geb browser automation specs with Spock, using Page Objects, at checkers, Modules and explicit waits, for Groovy and Gradle projects.

apache/groovy-geb

Build a single C++ file. An agent skill from apache/impala.

apache/impala

Run profile-driven bottleneck optimization across Apache Fory implementations (Java, C++, Python/Cython, Go, Rust, Swift, C, JavaScript/TypeScript, Dart, Kotlin, Scala).

apache/fory

Combines all git commits for a change into a single commit and pushes it to gerrit.

apache/impala

Guides building Grails web applications and REST APIs with GORM, controllers, services, views, plugins and Spock and Geb testing.

apache/grails-core

Creates and debugs dubbo-go-pixiu HTTP-to-Dubbo route YAML. An agent skill from apache/dubbo-go-pixiu.

apache/dubbo-go-pixiu

TRIGGER — read before adding, changing, or reviewing any datafusion capsule getter, any FFI export that asks for a TaskContextProvider or an extension codec, or any code that calls…

apache/datafusion-python

Guidance for Groovy 5 work in Grails projects: syntax, closures, traits, DSLs, metaprogramming, Spock tests, static compilation and Java 21 integration.

apache/grails-core

Triage Apache Roller security reports, maintain private case tracking, prepare CVE records, coordinate fixes and reporter review, and prepare disclosure with a release.

apache/roller

Compile / build / type-check the skywalking-nodejs agent. An agent skill from apache/skywalking-nodejs.

apache/skywalking-nodejs

Creates and validates dubbo-go-pixiu LLM gateway conf.yaml. An agent skill from apache/dubbo-go-pixiu.

apache/dubbo-go-pixiu

Guides changes to the grails-data-hibernate7 module, covering domain binding, Hibernate 5 to 7 migration work, generators and integration specs.

apache/grails-core

Check if upstream Apache DataFusion features (functions, DataFrame ops, SessionContext methods, FFI types) are exposed in this Python project.

apache/datafusion-python

Creates and validates dubbo-go-pixiu MCP gateway conf.yaml. An agent skill from apache/dubbo-go-pixiu.

apache/dubbo-go-pixiu

Scaffold a new SkyWalking Python instrumentation plugin with all required files (plugin code, tests, docker-compose, expected data, services)

apache/skywalking-python

Guide for writing modern Java 21 in a Grails and Groovy codebase: records, sealed classes, pattern matching, text blocks and how Java works alongside Groovy.

apache/grails-core

Route HugeGraph MCP graph data extraction and controlled import/delete tasks to stable public tools.

apache/hugegraph-ai

A skill your agent uses when the user is writing datafusion-python (Apache DataFusion Python bindings) DataFrame or SQL code.

apache/datafusion-python

Build Docker test images and run SkyWalking Python plugin/unit/e2e tests locally, mirroring the CI pipeline

apache/skywalking-python

Guides running, reviewing and fixing test failures across grails-core modules with Gradle, including targeted runs and the aggregate HTML and Markdown reports.

apache/grails-core

Prepare, build, sign, verify, stage, vote on and publish Apache Roller releases, including release website updates and announcement drafts.

apache/roller

Route HugeGraph MCP operational checks to status, schema, permission, AI availability, and read-only verification tools.

apache/hugegraph-ai

Creates and debugs dubbo-go-pixiu HTTP/Network filters. An agent skill from apache/dubbo-go-pixiu.

apache/dubbo-go-pixiu

Audit the user-facing skill at skills/datafusionpython/SKILL.md against the current public Python API.

apache/datafusion-python

Guide to running, reading and fixing code style and analysis violations in grails-core with CodeNarc, Checkstyle, PMD, SpotBugs, Spotless and JaCoCo through Gradle.

apache/grails-core

Route HugeGraph MCP schema design, validation, and dry-run preview tasks to stable public tools.

apache/hugegraph-ai

Scan the release distribution area (dist/release/<project/ when releasedistbackend = svnpubsub, or the configured distribution location), identify releases past the project's retention rule, and…

apache/magpie

Audit and improve datafusion-python functions to accept native Python types (int, float, str, bool) instead of requiring explicit lit() or col() wrapping.

apache/datafusion-python

Guides Gradle 9 build changes in apache/grails-core on the 8.0.x line, favoring the repo's convention plugins, BOM platforms and patterns over generic Gradle advice.

apache/grails-core

Read-only audit of GitHub Actions runner compatibility for one repository, a repository set, one Apache project, or the full Apache org.

apache/magpie

Route HugeGraph MCP structured graph query tasks to stable read-only tools.

apache/hugegraph-ai

Guides moving a Grails application from 7.x to Grails 8 and turns the official upgrade guide into a checklist of breaking changes.

apache/grails-core

Add the Release Manager's public key to the project KEYS file: check it meets the ASF strength floor, draft the KEYS diff, and emit the svn (or backend) commands and keyserver reminder for the RM to…

apache/magpie

Route HugeGraph MCP regression testing tasks to the current public tool surface, including inspection, read-only queries, Gremlin generation, extraction, controlled import, schema validate/dry-run…

apache/hugegraph-ai

Guides merging a standalone Grails plugin repository into the grails-core monorepo as Gradle subprojects that use the shared build, publishing, docs and CI.

apache/grails-core

Print a human-readable index of every skill installed for this repository, grouped by the family each one declares, with the name to invoke it by and the first sentence of its description.

apache/magpie

Draft a teaching-register comment on a GitHub issue or PR thread on the configured <upstream repo, aimed at a contributor missing context the maintainer would spell out.

apache/magpie

Show how Magpie is adopted in this repo — install method and pin, drift, wired agent targets, installed skill families, symlink health — and change that wiring from the same view.

apache/magpie

Write a new skill for the Apache Magpie framework, or bring an existing one up to current conventions.

apache/magpie

Assemble a per-release audit record from lifecycle artefacts (planning issue, vote thread, artefact list, promote revision, and announcement URL) and propose a PR appending it to the project's audit…

apache/magpie

Check a published security model per repository: is it reachable via AGENTS.md → SECURITY.md at a named commit, and does it cover the minimum-bar sections?

apache/magpie

Turn a framework defect the agent hit while running a Magpie skill into a fix PR against apache/magpie, one PR per defect.

apache/magpie

Draft release-preparation artefacts for <upstream: the planning issue, the version-bump and changelog prep PR (with the first-release review of what the source archive ships), the post-release…

apache/magpie

Probe the secure-agent setup for restrictions that block legitimate work — SSH agent reachability, port binding, containers, the scratch directory, the signing key, gh outside the sandbox, prek and…

apache/magpie

Emit the paste-ready commands to tag an RC, build the source archive reproducibly, sign, checksum and stage it to the distribution backend (or, with ASF automated signing, the tag push that triggers…

apache/magpie

Review a GitHub stacked pull request as one unit on <upstream: resolve the stack from any member PR or its stack number, check that the chain is linear and current, map every file to the layers that…

apache/magpie