analyzing-changes
Analyzes code changes, detects documentation drift, and evaluates change impact scope. Use when reviewing diffs, checking doc…
@telagodInstall SkillDevelopment
Skill
/engineering-data-pipelines
Data engineering knowledge reference covering Airflow, Dagster, Kafka Streams, Flink, dbt, and data quality patterns. Use when building data pipelines, ETL workflows, stream processing, or data quality checks.
Claude Code
$ npx -y skills add telagod/code-abyss --skill engineering-data-pipelines --agent claude-code
Codex
$ npx skills add telagod/code-abyss --skill engineering-data-pipelines -a codex -y
Cursor
$ npx skills add telagod/code-abyss --skill engineering-data-pipelines -a cursor -y
Gemini CLI
$ npx skills add telagod/code-abyss --skill engineering-data-pipelines -a gemini-cli -y
GitHub Copilot
$ npx skills add telagod/code-abyss --skill engineering-data-pipelines -a github-copilot -y
OpenCode
$ npx skills add telagod/code-abyss --skill engineering-data-pipelines -a opencode -y
Windsurf
$ npx skills add telagod/code-abyss --skill engineering-data-pipelines -a windsurf -y
SKILL.md
engineering-data-pipelines.SKILL.mdname: engineering-data-pipelines description: Data engineering knowledge reference covering Airflow, Dagster, Kafka Streams, Flink, dbt, and data quality patterns. Use when building data pipelines, ETL workflows, stream processing, or data quality checks. user-invocable: false
数据工程域 · Data Engineering
> **判断先于执行**：决定「是否做 / 选什么 / 如何取舍」（栈、方案、架构、权衡）前，先读领域判断内核 `skills/_kernel/backend/SKILL.md`——它管 judgment，本秘典管 execution；冲突时以内核判断为准。
编排：Airflow(调度) | Dagster(资产) | Prefect(现代流) 流处理：Kafka Streams(嵌入式) | Flink(集群) | Spark Streaming 质量：Great Expectations | dbt tests | Soda Core
编排检查项
幂等(UPSERT/分区覆盖) | 增量(`WHERE updated_at > last_run`) | 事件驱动触发 | 跨 DAG 依赖 | 数据血缘(`ref()`/Asset deps)
流处理检查项
时间语义选择 | Watermark 乱序容忍 | 状态 TTL 防膨胀 | Checkpoint 间隔 | 端到端 Exactly-Once | 背压监控
质量检查项
分层验证(源→转换→目标) | 完整性+准确性+一致性 | 及时性阈值 | 加权评分 | 告警(Slack/PagerDuty)
工具对比、API 用法、质量维度详见 [references/details.md](references/details.md)
Stats
244
Stars
35
Forks
Maintained
Maintenance
JavaScript
Language
MIT
License
Last commit
Created
Ships withcode-abyss
Give your AI coding agent a personality. Composable persona + style + skills for Claude Code, Codex, Gemini CLI & OpenClaw. Ships Tech Persona Card v1.0 spec.
24530 skills
Stars on GitHub
Momentum
- stars in total
- 245
Other skills on code-abyss.
@telagodInstall Skillanalyzing-security
Scans code for security vulnerabilities, detects dangerous patterns, and ensures security decisions are documented. Use when…
@telagodInstall Skillanalyzing-spreadsheets
Processes Excel spreadsheet files (.xlsx, .xlsm, .csv). Creates workbooks, builds formulas, preserves formatting, analyzes…
@telagodInstall Skillapplying-ui-design-sys…
Frontend UI design system selector and implementation guide covering Glassmorphism, Liquid Glass (Apple-style), Neubrutalism, and…
@telagodInstall Skillarchitecting-security
安全架构与治理：威胁建模 (STRIDE/PASTA/LINDDUN)、零信任身份架构、IAM/SSO/MFA/PAM、合规框架 (SOC2/PCI/HIPAA/GDPR)、DLP、隐私工程、安全控制设计。Use when designing…
@telagodInstall Skillautomating-devops
DevOps knowledge reference covering Git workflows, testing strategies, DevSecOps, release pipeline orchestration (release.yml,…
@telagodInstall SkillMore skills from other plugins.
Auto-invoked
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…
@obraInstall Skillask-matt
Ask which skill or flow fits your situation. A router over the skills in this repo.
@mattpocockInstall SkillAuto-invoked
Questions about engineering-data-pipelines.
- Which coding agents can use engineering-data-pipelines?
- engineering-data-pipelines installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.