dubbo-admin-console-apiImplements and reviews dubbo-admin Console API changes. Use when the user asks about HTTP endpoints, Gin routes, handlers, request or response models, console services, error handling, API pagination, or the handler to service to manager to store flow under…dubbo-admin-discoveryImplements and reviews dubbo-admin registry discovery changes. Use when the user asks about Zookeeper or Nacos discovery, ListAndWatch, informers, discovery factories, discovery subscribers, ServiceProviderMetadata or ServiceConsumerMetadata processing, or…dubbo-admin-domainRoutes dubbo-admin architecture questions to the right domain skill. Use for cross-module questions, end-to-end flows, subsystem boundaries, or deciding whether runtime, discovery, engine, events, store, Console API, or frontend guidance applies. Prefer a…dubbo-admin-engineImplements and reviews dubbo-admin resource engine changes. Use when the user asks about runtime infrastructure discovery, engine factories, Kubernetes or mock engine ListWatchers, RuntimeInstance informers, RuntimeInstanceEventSubscriber, engine leader…dubbo-admin-eventsImplements and reviews dubbo-admin EventBus dispatching. Use when the user asks about Event, Emitter, Subscriber, SubscriptionManager, EventBus component registration, Subscribe or Unsubscribe behavior, Send dispatch rules, subscriber ProcessEvent flow,…dubbo-admin-frontendImplements and reviews dubbo-admin Vue 3 frontend changes. Use when the user asks about ui-vue3, Vue views or components, frontend routing, route metadata, API clients, Pinia stores, SearchDomain, i18n, layout tabs, traffic rule form design, frontend tests,…dubbo-admin-runtimeImplements and reviews dubbo-admin runtime component changes. Use when the user asks about component abstraction, component composition, runtime bootstrap, dependency ordering, registration, lifecycle, startup, shutdown, runtime builder behavior, or…dubbo-admin-storeImplements and reviews dubbo-admin resource storage and indexing changes. Use when the user asks about ResourceStore APIs, store routing, memory store behavior, index registration, IndexCondition, ListByIndexes, PageListByIndexes, ByMeshIndex, radix-tree…
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apache · Repositórios e skills representativas - Página 2
Visão por repositório de 416 skills coletadas em 70 repositórios do GitHub.
cayenne-modelingUse this skill whenever the user wants to edit, inspect, or extend the Cayenne ORM model in a project — adding or modifying entities, attributes, relationships, embeddables, named queries, stored procedures, or DataNodes. Trigger on phrases like 'add an…cayenne-model-namingUse this skill to clean up Object-layer names in a Cayenne DataMap — ObjEntity, ObjAttribute, and ObjRelationship names, plus DbRelationship names (the first-class unit of relationship cleanup — every FK has one whether or not an ObjRelationship was…cayenne-queryUse this skill whenever the user wants to write or modify a Cayenne query — fetching entities by criteria, joining, prefetching to avoid N+1, ordering, paginating, aggregating, or running raw SQL through Cayenne. Trigger on phrases like 'query for X', 'fetch…cayenne-cgenUse this skill whenever the user wants to (re)generate Cayenne entity Java classes from a DataMap. Trigger on phrases like 'generate Java classes', 'regenerate entities', 'run cgen', 'create the entity classes', 'why is the Artist class missing fields',…cayenne-runtimeUse this skill whenever the user wants to bootstrap Cayenne in a Java application — constructing a CayenneRuntime, wiring a DataSource, configuring connection pools, creating ObjectContexts, or integrating Cayenne with a DI container (Bootique, Spring, plain…cayenne-db-importUse this skill when the user wants to import database schema metadata into a Cayenne DataMap — the *model/mapping only*, not names or Java classes. Trigger on phrases like 'reverse engineer the database', 'import the schema', 'generate a DataMap from my DB',…cayenne-full-db-syncUse this skill when the user wants to bring their WHOLE Cayenne project in line with the database in one shot — the mapping, the Object-layer names, and the generated Java classes together. This is the end-to-end 'sync with the DB' workflow, and it…cayenne-modelerUse this skill when the user explicitly wants to open CayenneModeler (the GUI) on a Cayenne project, or when the modeling task is inherently visual — reverse engineering (delegated to cayenne-db-import), bulk relationship layout, multi-entity visual…
hamilton-coreCore Hamilton patterns for creating DAGs, applying decorators, testing, and debugging dataflows. Use for basic Hamilton development tasks.hamilton-dev-workflowSystematic 5-step workflow for building Hamilton DAGs - DOT graphs, signatures, validation, TDD implementation. Use this workflow when creating new Hamilton modules from scratch.hamilton-integrationsHamilton integration patterns for Airflow, Dagster, FastAPI, Streamlit, Jupyter notebooks, and other frameworks. Use when integrating Hamilton with other tools.hamilton-llmLLM and AI workflow patterns for Hamilton including RAG pipelines, embeddings, vector databases, and prompt engineering. Use for building AI applications with Hamilton.hamilton-observabilityHamilton UI and SDK patterns for tracking, monitoring, and debugging dataflows. Use for observability, lineage tracking, and production monitoring.hamilton-scalePerformance and parallelization patterns for Hamilton including async I/O, Spark, Ray, Dask, caching, and multithreading. Use for scaling Hamilton workflows.hamilton-mcpInteractive Hamilton DAG development via MCP tools. Validate, visualize, scaffold, and execute Hamilton pipelines without leaving the conversation. Use when building or debugging Hamilton dataflows interactively.
merging-dependabot-prsUse when triaging, classifying or landing Dependabot pull requests in this repo — clearing the open Dependabot queue, deciding whether a bump needs a WW Jira ticket, or checking whether a bump's build actually passed.creating-security-bulletinsUse when drafting, updating, or reviewing an S2-XXX security bulletin on the Struts cwiki, when preparing bulletin text ahead of a CVE request, when filling a CVE record in the ASF CVE tool (cveprocess.apache.org / Vulnogram), when deciding when to publish,…creating-version-notesUse when preparing, updating, or reviewing the release documentation for a Struts release or release candidate on any maintenance line (6.x, 7.x) - the Version Notes page on the cwiki, its Migration Guide entry, the GitHub release notes, and the test-build…releasing-strutsUse when running or planning an Apache Struts release on any maintenance line (6.x, 7.x) - cutting the tag, staging artifacts, opening the vote, promoting, updating the site and announcing - or when asked what the next step in a release is.code-reviewApache Struts pull request review guide. Use when reviewing pull requests in this repository to check test conventions, security-sensitive framework code, PR and commit hygiene, and Struts-specific implementation patterns.triaging-security-reportsUse when a vulnerability or security report arrives for triage, when assessing a CVE/RCE/OGNL/injection claim against the code, or when drafting a reply to a security researcher — to research the claim from source without trusting the reporter and without…creating-release-vote-mailUse when opening the formal release vote for a Struts release candidate on any maintenance line (6.x, 7.x) - composing and drafting the [VOTE] Apache Struts X.Y.Z mail to dev@ once the Version Notes page, GitHub release and staged artifacts are published.
flink-agents-devUse when building, scaffolding, modifying, debugging, converting, or verifying Apache Flink Agents applications, including Flink Agents YAML, Workflow Agent, ReAct Agent, Actions, Resources, MCP servers, vector stores, runtime skills, Python, or Java. Do not…math-calculatorCalculate mathematical expressions using shell commands. Use when the user asks to perform arithmetic calculations like addition, subtraction, multiplication, division, or powers.joke-generatorTell a joke about cat.math-calculatorCalculate simple mathematical expressions using shell commands. Use when the user asks to perform arithmetic calculations like addition, subtraction, multiplication, division, or more complex math expressions.githubInteract with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.nano-banana-proGenerate/edit images with Nano Banana Pro (Gemini 3 Pro Image). Use for image create/modify requests incl. edits. Supports text-to-image + image-to-image; 1K/2K/4K; use --input-image.
analyze-issueUsed to analyze Apache ShardingSphere community issues. Emphasizes root-cause-first and evidence-first classification before conclusions, and produces copy-ready GitHub issue replies in the voice of an Apache ShardingSphere community maintainer.review-prReview Apache ShardingSphere or user-authorized downstream pull requests and PR discussions from public or authorized repository evidence. Use for code-correctness or mergeability decisions, CI-focused review, root-cause and regression analysis, complete…code-implementationImplement, fix, refactor, or remove repository code under required scope, non-regression, verification, and review gates. Use whenever a task may change a production, test, script, or other implementation artifact, including build logic, generated source, and…coding-standardsApply Apache ShardingSphere's written coding standards when explicitly requested, or when code-implementation routes task-changed production, test, script, build, generated, or Maven POM artifacts through repository standards. Also perform a standalone…gen-utGenerate standard unit tests for one or more target classes in Apache ShardingSphere; cover requested behavior and every affected SUT-owned branch, enforce an explicitly requested numeric coverage target, and pass quality gates; perform explicit merge…
code-reviewReview code with Doris-specific checklistsbe-code-styleFix BE (C++) code formatting issues using clang-formatclang-tidy-checkRun clang-tidy on newly added/modified BE C++ codefe-code-styleFix FE (Java) code style issues using Checkstyledoris-docker-regressionRun Doris docker-based regression tests from a clean package
check-upstreamCheck if upstream Apache DataFusion features (functions, DataFrame ops, SessionContext methods, FFI types) are exposed in this Python project. Use when adding missing functions, auditing API coverage, or ensuring parity with upstream.datafusion-pythonUse when the user is writing datafusion-python (Apache DataFusion Python bindings) DataFrame or SQL code. Covers imports, data loading, DataFrame operations, expression building, SQL-to-DataFrame mappings, idiomatic patterns, and common pitfalls.ffi-capsule-protocolTRIGGER — 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 FFI_QueryPlanner::new / FFI_TableProvider::new /…audit-skill-mdAudit the user-facing skill at skills/datafusion_python/SKILL.md against the current public Python API. Find new APIs that should be documented, stale mentions of removed/renamed APIs, examples that drifted from current idiomatic style, and places that need a…make-pythonicAudit and improve datafusion-python functions to accept native Python types (int, float, str, bool) instead of requiring explicit lit() or col() wrapping. Analyzes function signatures, checks upstream Rust implementations for type constraints, and applies the…
gh-issueSize-audit, write, and split BanyanDB issues that somebody else or an automated TDD workflow can implement. Use whenever the user asks to file or revise an issue, decide whether an issue is too large, make an issue TDD-ready, turn a design into tickets, or…bydbqlGenerate, validate, and optionally execute read-only BanyanDB BydbQL for STREAM, MEASURE, TRACE, and PROPERTY resources. Use when the user asks to query BanyanDB, translate natural language to BydbQL, inspect BanyanDB schema or data, validate BydbQL, or fetch…compilingCompile and build the SkyWalking BanyanDB project. Use when the user asks to compile, build, or generate code for this project.gh-pull-requestCreate a GitHub pull request for SkyWalking BanyanDB. Use when the user asks to create a PR, submit changes, or open a pull request.vendor-updateUpgrade Go/Node.js vendor dependencies and sync tool versions. Use whenever the user says "upgrade dependencies", "update vendors", "vendor update", "run vendor-upgrade", "bump dependencies", "update packages", or asks to run the `vendor-update` Make target.…
hugegraph-data-importerRoute HugeGraph MCP graph data extraction and controlled import/delete tasks to stable public tools. Use when the user asks to extract graph data from text, import structured vertices or edges, verify an import, or asks whether table, SQL, update, or delete…hugegraph-operatorRoute HugeGraph MCP operational checks to status, schema, permission, AI availability, and read-only verification tools. Use when the user asks to check the current graph, schema, MCP connection, readonly state, HugeGraph-AI state, counts, indexes, or…hugegraph-query-analystRoute HugeGraph MCP structured graph query tasks to stable read-only tools. Use when the user asks graph questions, asks to generate Gremlin, provides Gremlin to explain, or needs read-only graph exploration.hugegraph-regression-testerRoute 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, safety guards, and admin-gated tool checks.hugegraph-schema-designerRoute HugeGraph MCP schema design, validation, and dry-run preview tasks to stable public tools. Use when the user asks to design vertex labels, edge labels, properties, primary keys, indexes, or preview schema operations.
add-benchmarksGuidelines for designing or extending DataFusion benchmarks.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…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.
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.