dragonked2/alphacode/data-pipeline

Claude Code and agent skill by dragonked2/alphacode

Trust tier 3
  • community
Source check pending

Checking that the SKILL.md file is still in the repository.

Design and optimize data pipelines: ETL patterns, stream processing, batch jobs, and data validation.

Install

npx vskill@latest install dragonked2/alphacode/data-pipeline

SKILL.md

Data Pipeline Skill

Design reliable, observable data pipelines.

Patterns

  • ETL: Extract from source → Transform → Load to destination
  • ELT: Extract → Load raw → Transform in place (data lake pattern)
  • Stream: Real-time processing with Kafka/Kinesis/Pulsar
  • Batch: Scheduled processing (daily/hourly)
  • Lambda: Batch + stream layers combined

Reliability Checklist

  • Idempotent operations (safe to retry)
  • Dead letter queues for failed messages
  • Checkpointing for restart recovery
  • Schema validation at boundaries
  • Backpressure handling
  • Circuit breakers for downstream failures
  • Monitoring: lag, throughput, error rate, data freshness

Data Validation

  • Validate schema at ingestion (reject bad data early)
  • Check for nulls, duplicates, out-of-range values
  • Monitor data freshness and completeness
  • Alert on anomalies (sudden drop in volume, spike in errors)

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

See the full security report

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

See evaluation results

Source

Popularity

7-day trend score
0

Not refreshed yet.

Works with

Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.

  • Claude Code
  • Cursor
  • GitHub Copilot
  • Windsurf
  • Codex
  • Gemini CLI
  • Cline
  • Amp
  • Roo Code
  • Goose
  • Continue
  • Kilo Code
  • Junie
  • Trae
  • OpenHands
  • Qwen Code
  • AI Agent
  • Tabnine Chat
  • Sourcegraph Cody
  • Amazon Q
  • Firebase Genkit
  • Sweep
  • Devin
  • Phind
  • Mentat
  • Claude Desktop
  • Aider
  • GPT Pilot
  • Plandex
  • bolt.new
  • v0
  • Replit Agent
  • Anse
  • TypingMind
  • BetterChatGPT
  • LibreChat
  • Warp AI
  • Pieces
  • Fig AI
Embed badge
vskill VERIFIED badge
[![vskill VERIFIED](https://verified-skill.com/api/v1/skills/dragonked2/alphacode/data-pipeline/badge)](https://verified-skill.com/skills/dragonked2/alphacode/data-pipeline)

Something wrong with this skill or its page? Tell us.