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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 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/ | 4.6k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | 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/ | 4.6k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Writes and reviews Geb browser automation specs with Spock, using Page Objects, at checkers, Modules and explicit waits, for Groovy and Gradle projects. | apache/ | 1.2k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4 | Build a single C++ file. An agent skill from apache/impala. | apache/ | 1.3k | — | ~846 | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Run profile-driven bottleneck optimization across Apache Fory implementations (Java, C++, Python/Cython, Go, Rust, Swift, C, JavaScript/TypeScript, Dart, Kotlin, Scala). | apache/ | 4.6k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Combines all git commits for a change into a single commit and pushes it to gerrit. | apache/ | 1.3k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | Guides building Grails web applications and REST APIs with GORM, controllers, services, views, plugins and Spock and Geb testing. | apache/ | 2.9k | — | ~4.9k | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Creates and debugs dubbo-go-pixiu HTTP-to-Dubbo route YAML. An agent skill from apache/dubbo-go-pixiu. | apache/ | 568 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 9 | 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/ | 606 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 10 | Guidance for Groovy 5 work in Grails projects: syntax, closures, traits, DSLs, metaprogramming, Spock tests, static compilation and Java 21 integration. | apache/ | 2.9k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 11 | Triage Apache Roller security reports, maintain private case tracking, prepare CVE records, coordinate fixes and reporter review, and prepare disclosure with a release. | apache/ | 133 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 12 | 12.Compile Compile / build / type-check the skywalking-nodejs agent. An agent skill from apache/skywalking-nodejs. | apache/ | 180 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 21 days ago |
| 13 | Creates and validates dubbo-go-pixiu LLM gateway conf.yaml. An agent skill from apache/dubbo-go-pixiu. | apache/ | 568 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 14 | Guides changes to the grails-data-hibernate7 module, covering domain binding, Hibernate 5 to 7 migration work, generators and integration specs. | apache/ | 2.9k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | Check if upstream Apache DataFusion features (functions, DataFrame ops, SessionContext methods, FFI types) are exposed in this Python project. | apache/ | 606 | — | ~5.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 16 | Creates and validates dubbo-go-pixiu MCP gateway conf.yaml. An agent skill from apache/dubbo-go-pixiu. | apache/ | 568 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 17 | 17.New Plugin Scaffold a new SkyWalking Python instrumentation plugin with all required files (plugin code, tests, docker-compose, expected data, services) | apache/ | 219 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 15 days ago |
| 18 | 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/ | 2.9k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Route HugeGraph MCP graph data extraction and controlled import/delete tasks to stable public tools. | apache/ | 145 | — | ~544 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 20 | A skill your agent uses when the user is writing datafusion-python (Apache DataFusion Python bindings) DataFrame or SQL code. | apache/ | 606 | — | ~7.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 21 | 21.Plugin Test Build Docker test images and run SkyWalking Python plugin/unit/e2e tests locally, mirroring the CI pipeline | apache/ | 219 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 15 days ago |
| 22 | Guides running, reviewing and fixing test failures across grails-core modules with Gradle, including targeted runs and the aggregate HTML and Markdown reports. | apache/ | 2.9k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 23 | Prepare, build, sign, verify, stage, vote on and publish Apache Roller releases, including release website updates and announcement drafts. | apache/ | 133 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 24 | Route HugeGraph MCP operational checks to status, schema, permission, AI availability, and read-only verification tools. | apache/ | 145 | — | ~513 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 25 | Creates and debugs dubbo-go-pixiu HTTP/Network filters. An agent skill from apache/dubbo-go-pixiu. | apache/ | 568 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 26 | Audit the user-facing skill at skills/datafusionpython/SKILL.md against the current public Python API. | apache/ | 606 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 27 | 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/ | 2.9k | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | Route HugeGraph MCP schema design, validation, and dry-run preview tasks to stable public tools. | apache/ | 145 | — | ~554 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 29 | 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/ | 110 | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | today |
| 30 | Audit and improve datafusion-python functions to accept native Python types (int, float, str, bool) instead of requiring explicit lit() or col() wrapping. | apache/ | 606 | — | ~5.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 31 | 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/ | 2.9k | — | ~11k | Automated safety check: Pass | Apache-2.0 | today |
| 32 | Read-only audit of GitHub Actions runner compatibility for one repository, a repository set, one Apache project, or the full Apache org. | apache/ | 110 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 33 | Route HugeGraph MCP structured graph query tasks to stable read-only tools. | apache/ | 145 | — | ~328 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 34 | Guides moving a Grails application from 7.x to Grails 8 and turns the official upgrade guide into a checklist of breaking changes. | apache/ | 2.9k | — | ~20k | Automated safety check: Pass | Apache-2.0 | today |
| 35 | 35.Keys Sync 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/ | 110 | — | ~4.9k | Automated safety check: Pass | Apache-2.0 | today |
| 36 | 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/ | 145 | — | ~493 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 37 | 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/ | 2.9k | — | ~6.8k | Automated safety check: Pass | Apache-2.0 | today |
| 38 | 38.List Skills 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/ | 110 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 39 | 39.Mentor 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/ | 110 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | today |
| 40 | 40.Status 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/ | 110 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 41 | 41.Write Skill Write a new skill for the Apache Magpie framework, or bring an existing one up to current conventions. | apache/ | 110 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 42 | 42.Audit Report 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/ | 110 | — | ~6.9k | Automated safety check: Pass | Apache-2.0 | today |
| 43 | 43.Model Verify 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/ | 110 | — | ~5.8k | Automated safety check: Pass | Apache-2.0 | today |
| 44 | 44.Upstream Fix Turn a framework defect the agent hit while running a Magpie skill into a fix PR against apache/magpie, one PR per defect. | apache/ | 110 | 1 repo | ~5.3k | Automated safety check: Pass | Apache-2.0 | today |
| 45 | 45.Prepare 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/ | 110 | — | ~5.6k | Automated safety check: Pass | Apache-2.0 | today |
| 46 | 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/ | 110 | — | ~6.1k | Automated safety check: Warn | Apache-2.0 | today |
| 47 | 47.Rc Cut 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/ | 110 | — | ~9.8k | Automated safety check: Pass | Apache-2.0 | today |
| 48 | 48.Stack Review 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/ | 110 | — | ~5.4k | Automated safety check: Pass | Apache-2.0 | today |