audit-datafusion-spark-expressionAudit a datafusion-spark function implementation for correctness against Apache Spark 4.2.0. Studies the Spark source across versions, reviews the Rust implementation and its signature, verifies expected values against a real PySpark, fixes divergences, and…datafusion-ffiPatterns and review checklist for the `datafusion-ffi` crate. Use whenever the user adds, edits, or reviews code under `datafusion/ffi/` — new `FFI_X` wrappers, `ForeignX` implementations, codec changes, or expanding an existing wrapper to cover more of a…add-benchmarksGuidelines for designing or extending DataFusion benchmarks.pr-reviewReview Apache DataFusion pull requests following the project's PR review guide. Use whenever asked to review a DataFusion PR or PR URL, and whenever creating a PR, to check the changes against the same criteria before submitting.
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apache · Repositories and representative skills - Page 3
Repository-level view of 446 collected skills across 74 GitHub repositories.
maka-cliCoordinate Maka CLI as a worker to submit tasks, inspect progress, update saved models, and handle Session questions or approvals.computer-useUse when the user asks to inspect or operate a local desktop application UI, including reading windows, clicking controls, filling forms, using menus, scrolling lists, moving windows, or waiting for dialogs. Trigger for requests such as "operate this app",…code-reviewAdversarially review pull requests and code changes against the actual problem. Use for GitHub Copilot code review to assess correctness, root cause, simplicity, deletions, test quality, maintainability, and merge readiness.maka-architecture-docsDraft, restructure, translate, or review bilingual Chinese-English architecture documentation for the Maka Agent backend. Use when Codex works on Maka technical narratives, component or mechanism explanations, architecture decisions, system flows, engineering…
tinker-devDevelopment guidance for the Apache TinkerPop monorepo. Use when building, testing, or contributing to TinkerPop's graph computing framework and its multi-language Gremlin ecosystem (Java, Python, JavaScript, .NET, Go). Covers coding conventions, build…tinker-reviewGraph-based PR review for Apache TinkerPop. Builds a knowledge graph from PR source code, enriches it with semantic relationships guided by domain playbooks, runs structural analysis, and produces an HTML evidence package. Use when asked to review a TinkerPop…tinker-mergeMerge work forward through Apache TinkerPop's release branches toward master (e.g. 3.7-dev, then 3.8-dev, then master), testing each branch locally and stopping before the push. Use only when the operator explicitly asks to merge a pull request, a feature…tinker-docWriting, editing and reviewing documentation for the Apache TinkerPop project. Use when authoring or revising any content under docs/src/ — reference docs, recipes, tutorials, upgrade/release notes, provider and developer guides — or the CHANGELOG. Covers the…
openspec-apply-changeImplement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.openspec-archive-changeArchive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.openspec-oneshotRun a full OpenSpec workflow from one request. Use when the user wants proposal, implementation, commits, spec sync, and archive handled as one resumable flow.openspec-proposePropose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.
pixiu-filter-authorCreates and debugs dubbo-go-pixiu HTTP/Network filters. Use when adding, registering, or wiring Pixiu filters, or when a filter compiles but does not run. Do not use for adapter or protocol-listener SPI work.pixiu-http-to-dubboCreates and debugs dubbo-go-pixiu HTTP-to-Dubbo route YAML. Use for api_config.yaml/conf.yaml routes, direct Dubbo URLs, registry-backed Dubbo, mappingParams, mapType, parameterTypes, opt.types/opt.values, or generic-invoke errors. Do not use for non-Dubbo…pixiu-llm-gatewayCreates and validates dubbo-go-pixiu LLM gateway conf.yaml. Use for LLM proxy/tokenizer/kvcache filters, llm_meta, vLLM, LMCache, retry/fallback, or Nacos LLM discovery. Do not use for MCP gateway config.pixiu-mcp-gatewayCreates and validates dubbo-go-pixiu MCP gateway conf.yaml. Use for MCP server filters, tools/list, tools/call, Mcp-Session-Id, MCP auth, Nacos MCP registry, or exposing backend HTTP APIs as MCP tools. Do not use for LLM model proxying.
weekly-report-slackGenerate an English Slack-ready post and save a temporary Markdown copy from an Apache Doris weekly community report MDX file. Use when the user invokes `$weekly-report-slack path/to/report.mdx` or asks to turn a Doris weekly report, especially…add-releasePublish a new Apache Doris Core or Doris ecosystem release on the Doris website. Use when updating download data, bilingual release notes, the Doris Core release index, release navigation, or ecosystem release pages. Confirm the component and release metadata…doris-img-genCreate Apache Doris article illustrations in the Doris hand-drawn whiteboard style, using a randomly selected Pip, Dori, or Flux mascot only when a task, guide, operator, diagnosis, or anthropomorphic narrative benefits from a character. Use when the user…doris-doc-optimizeRestructure and SEO/GEO-optimize an existing Apache Doris user documentation file (`.md` / `.mdx`), primarily under `i18n/zh-CN/docusaurus-plugin-content-docs-next/current/` or `docs-next/`. The skill reorganizes the doc from a user-scenario perspective,…
aptAdd released versions of Apache SkyWalking AI Sessionizer to its apt repository, static/apt in apache/skywalking-website, which the website serves at https://skywalking.apache.org/apt. Verifies the voted .deb packages, adds them to the index with…homebrewAdd released versions of Apache SkyWalking AI Sessionizer to its Homebrew tap, Formula/ on main in apache/skywalking-ai-sessionizer. Writes asz@VERSION from the voted packages, moves asz to the newest version, checks every formula with brew, and opens a pull…pypiPublish a released version of the Apache SkyWalking AI Sessionizer LangChain plugin, apache-skywalking-asz-langchain, to PyPI. Says what a release manager sets up before the first upload, downloads the voted source package, verifies it, builds the source…collectCollect this machine's local Claude Code conversation data with the asz collector. Resolves the local Claude data directory (honouring CLAUDE_CONFIG_DIR and XDG_CONFIG_HOME), builds the binary, lists what is discoverable, and lands everything into the storage…
fory-releaseStage or verify an Apache Fory release candidate and prepare GitHub release notes. Use GitHub Actions by default for ATR source staging and Nexus JVM staging; use the retained local manual workflow only when the user explicitly requests manual publishing.fory-performance-optimizationRun profile-driven bottleneck optimization across Apache Fory implementations (Java, C++, Python/Cython, Go, Rust, Swift, C#, JavaScript/TypeScript, Dart, Kotlin, Scala). Use when improving serialize/deserialize throughput or latency, recovering regressions…fory-version-bumpBump 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. Use when preparing a release version, moving main to the next…
tsfileWork with the current Apache TsFile SDKs, tools, and file format. Use for Java, Python, C++, or C reads and writes; Python DataFrame and Arrow batches; Java CSV/Parquet/Arrow import; file properties; TAG filters; query-by-row and metadata APIs; C++…tsfile-cliUse specifically for the project's C++ `tsfile-cli` in cpp/tools: inspect, preview, export, or create an Apache TsFile; report metadata or per-column counts; or use its explicit single-table CSV write command.tsfile-cliUse specifically for the project's C++ `tsfile-cli` in cpp/tools: inspect, preview, export, or create an Apache TsFile; report metadata or per-series counts; or use its explicit single-table CSV write command.
update-sling-parent-pomUse when the user asks to upgrade the Sling parent POM version in their projectsling-releaseAutomates releasing an Apache Sling project end-to-end using Maven and the sling-cli Docker tool. Use when the user wants to release a Sling project, start a release, perform any step of the Apache Sling release process, or asks about…osgi-scr-migratorMigrate OSGi-based Java projects from deprecated Felix SCR annotations to official OSGi R6/R7 Component annotations. Use when migrating legacy OSGi bundles that use @Component, @Service, @Reference, @Property from org.apache.felix.scr.annotations to…
local-bootBoot the Horizon UI dev env (BFF + UI) against a local OAP or the public Apache demo OAP. Uses the repo's committed, env-driven horizon.yaml — the same config the image ships — and injects the OAP target + dev users purely via HORIZON_* environment variables.…build-dashboardBuild a NEW Horizon UI dashboard from scratch — either a cross-layer Overview dashboard (apps/bff/src/bundled_templates/overviews/*.json) or a per-layer dashboard widget set (apps/bff/src/bundled_templates/layers/*.json). Greenfield authoring, NOT migration:…pull-requestOpen a pull request for the current Horizon UI branch the right way — run the full preflight gate first (changelog + docs updated, type-check + build "compiling passed", new UI strings translated across all 8 locales, license headers, lint + unit tests,…
sync-submoduleChecklist and steps for syncing the skywalking submodule to a new upstream tag or commit. Covers all required checks and updates.gh-pull-requestVerify, commit, and push changes on a PR branch. Runs pre-flight checks (compile, checkstyle, license headers) before every push. Also creates the PR if one doesn't exist yet.ci-e2e-debugDownload and inspect CI e2e test logs from GitHub Actions artifacts. Use when investigating e2e test failures in CI.