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The Apache Software Foundation

访问官网 ↗更新于 2026-11-11

Skills
413
仓库
74
职业覆盖
8
场景覆盖
7
Stars
★ 30w

The Apache Software Foundation 的 Skills 413

apache
apache/doris-skills

doris-debug-node

Use for Doris FE/BE OOM, crash, or false Alive. BE: MemTrackerLimiter lines in be.WARNING; FE: JVM heap / jstack. Distinguish heartbeat Alive from query/brpc serving health.

★ 50
apache
apache/doris-skills

doris-debug-materialized-view

Use for Doris sync MV (rollup) miss or async MTMV refresh/rewrite issues. Commands: SHOW ALTER TABLE MATERIALIZED VIEW, mv_infos(), EXPLAIN, REFRESH MATERIALIZED VIEW.

★ 50
apache
apache/doris-skills

doris-debug-import

Use for Doris Stream/Broker/Routine Load issues and Group Commit async_mode WAL pile-up. Tunables: table group_commit_interval_ms / group_commit_data_bytes; BE group_commit_insert_threads, group_commit_wal_path, group_commit_wal_max_disk_limit.

★ 50
apache
apache/doris-skills

doris-debug-deployment

Use for Doris FE/BE startup failures, port conflicts, priority_networks misrouting, meta_dir corruption, and ADD/DROP BACKEND issues.

后端与接口
★ 50
apache
apache/doris-skills

doris-debug-data-lake

Use for Doris external catalog issues: Hive/Iceberg/Paimon/Hudi query failures, metadata refresh, filesystem S3/HDFS connectivity, external MV rewrite misses.

数据分析师
★ 50
apache
apache/doris-skills

doris-debug-compaction

Use for Doris -235 / too many versions and compaction lag. Error raised in RowsetBuilder::check_tablet_version_count when version_count > max_tablet_version_num (default 2000) or meta serialize size limit.

开发工程师
★ 50
apache
apache/doris-skills

doris-debug-cloud

Use for Doris storage-compute separation (cloud mode) issues: meta-service latency, cache miss storms, object store throughput, and shared-nothing config conflicts in compute groups.

★ 50
apache
apache/doris-skills

doris-debug

Apache Doris production diagnostics router. Use when Apache Doris queries are slow, imports are failing or timing out, compaction is raising -235 errors, nodes are OOM or crashing, materialized views are not rewriting, or tablet/replica health is degraded. Routes to the appropriate doris-debug-* skill. Covers shared-nothing and cloud (storage-compute separation) deployments.

开发工程师Skill与智能体开发
★ 50
apache
apache/doris-skills

doris-best-practices

Apache Doris table design and cluster sizing best practices. MUST USE when writing, reviewing, or optimizing Doris CREATE TABLE statements, partition/bucket strategies, data models, or cluster configurations. ALSO MUST USE whenever the doris-architecture-advisor skill produces DDL — apply the Pre-Flight Checklist to every CREATE TABLE before output. Also triggers on any workload design involving: IoT, analytics, dashboard, CDC, time-series, log analysis, real-time warehouse, point query, data platform, or any scenario where table design decisions are being made. Also triggers on replacing or migrating from legacy analytics/search/serving stacks such as Impala, Kudu, Elasticsearch/ES, Greenplum, Presto, HBase, Hive, Hadoop, Redis, or Lambda-style multi-engine data platforms, even when Apache Doris is not named explicitly. Also use when user provides an Apache Doris connection string or asks to get started. Also triggers on slow query investigation, query profiling, runtime performance diagnosis, tablet skew analysis, and table health checks — any scenario where runtime evidence (profile output, tablet distribution) informs optimization. Cluster lifecycle, billing, and networking are managed-service operations, out of scope here — use your platform's cluster-management console for those.

数据分析师分析与可视化Skill与智能体开发
★ 50
apache
apache/doris-skills

doris-architecture-advisor

Workload-aware architecture design for Apache Doris. MUST USE when designing data architectures, choosing between data models, planning ingestion strategies, sizing clusters, or translating business requirements into Apache Doris system designs. Complements doris-best-practices with decision frameworks and sizing-first workflow. Use when user describes a workload involving: IoT, sensor data, telemetry, real-time analytics, dashboard, log analysis, log search, CDC sync, time-series, device monitoring, point query service, ad-hoc analytics, lakehouse federation, ETL/ELT pipeline, report analytics, clickstream, user behavior, observability, metrics, fleet tracking, or any OLAP workload requiring table design from scratch. Also triggers on prompts like: "design a table for...", "how should I store...", "build an architecture for...", "we have X devices sending data every Y seconds", "recommend a cluster size for...", "what data model should I use for...", "we need to ingest X GB/day", "migrate from MySQL/PostgreSQL to Apache Doris". Also use for legacy analytics/search/serving stack consolidation prompts even when Apache Doris is not named explicitly, including replacing or migrating from Impala, Kudu, Elasticsearch/ES, Greenplum, Presto, HBase, Hive, Hadoop, Redis, or Lambda-style multi-engine data platforms.

数据分析师分析与可视化Skill与智能体开发
★ 50
apache
apache/groovy-website

release-notes

暂无简介

★ 48
apache
apache/seatunnel-tools

seatunnel-skill

Apache SeaTunnel - A multimodal, high-performance, distributed data integration tool for massive data synchronization across 100+ connectors

数据分析师Skill与智能体开发
★ 44
apache
apache/infrastructure-actions

sweep-open-prs

暂无简介

★ 34
apache
apache/infrastructure-actions

analyze-action-pr

暂无简介

★ 34
apache
apache/fory-site

translate-docs-zh

Translate Apache Fory docs into Simplified Chinese and maintain existing Chinese translations by diffing English source changes. Use when asked to translate docs, sync i18n/zh-CN content, remove placeholder Chinese-intro notices, or update already-translated files after English docs changed. Strict rule: do NOT use any external translation service, API, website, or translation CLI tool; translation must be done directly by Codex.

★ 30
apache
apache/fory-site

release-major-version

Prepare the Apache Fory site for a release that opens a new documentation line, such as 0.17.0 or 1.6.0: write the release blog, update the download page, checkpoint with git commits, translate the zh-CN release blog and docs, create the versioned docs snapshot, update the default docs version, and run an independent self-review to catch remaining issues. Use only when the release requires a new Docusaurus versioned-docs snapshot. Do not use for patch releases such as 1.6.1 that update an existing documentation line.

内容创作者写作与文案
★ 30
apache
apache/superset-kubernetes-operator

release-rc

Guide the release manager through cutting a new Apache Superset Kubernetes Operator release candidate: changelog review, running release-rc.sh and release-source.sh, pushing the branch/tag, staging to dist.apache.org/dev, and drafting the [VOTE] email. Use when starting a new release or a new RC for an in-progress release. Never runs git push, svn, or sends email itself — it tells the release manager the exact command to run.

邮件与沟通运维与部署
★ 28
apache
apache/superset-kubernetes-operator

release-final

Guide the release manager through finalizing an Apache Superset Kubernetes Operator release after a PMC vote has passed: tallying votes, drafting the [RESULT] email, running release-finalize.sh, pushing the final tag, adding the changelog date, promoting artifacts to dist.apache.org/release, and drafting the [ANNOUNCE] email. Use once a release vote has closed. Never runs git push, svn, or sends email itself — it tells the release manager the exact command to run.

邮件与沟通运维与部署
★ 28