beam-pipeline-builder

Beam Pipeline Builder - Auto-activating skill for Data Pipelines. Triggers on: beam pipeline builder, beam pipeline builder Part of the Data Pipelines skill category.

1.02x

Quality

Does it follow best practices?

Impact

100%

1.02x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./planned-skills/generated/11-data-pipelines/beam-pipeline-builder/SKILL.md

Evaluation results

100%

Customer Order Data Migration

ETL pipeline with production-ready Beam code

Criteria

Without context

With context

Uses Apache Beam SDK

100%

Pipeline options configured

100%

PCollection-based flow

100%

Distinct transform stages

100%

Uses ParDo or Map for transformation

100%

Filtering invalid records

100%

Output written via Beam IO

50%

100%

Pipeline runs without error

100%

Pipeline summary produced

100%

Runnable entry point

100%

Without context: $0.2958 · 1m 39s · 19 turns · 18 in / 4,968 out tokens

With context: $0.5361 · 2m 2s · 31 turns · 29 in / 6,614 out tokens

100%

Real-Time Event Stream Processor

Streaming data processing pipeline

Criteria

Without context

With context

Uses Apache Beam SDK

100%

PCollection-based flow

100%

GroupByKey or CombinePerKey used

100%

Windowing applied

100%

Stuck package detection

100%

Streaming design notes

100%

JSON parsing in pipeline

100%

Multiple output paths

100%

Pipeline options used

100%

Runnable entry point

100%

Without context: $0.3556 · 1m 57s · 21 turns · 22 in / 6,063 out tokens

With context: $0.6608 · 2m 53s · 36 turns · 34 in / 9,188 out tokens

100%

Multi-Source Sales Data Enrichment Pipeline

Multi-stage workflow orchestration pipeline

Criteria

Without context

With context

Uses Apache Beam SDK

100%

PCollection pipe operator used

100%

Beam join pattern applied

100%

Orphan detection logic

100%

Revenue aggregation by segment

100%

Named pipeline stages

100%

Multiple outputs written

100%

Pipeline design documented

100%

PipelineOptions configured

100%

Runnable entry point

100%

Without context: $0.4434 · 2m 19s · 23 turns · 23 in / 7,598 out tokens

With context: $0.7802 · 3m 36s · 35 turns · 33 in / 11,349 out tokens

Repository: jeremylongshore/claude-code-plugins-plus-skills
Commit: 0c08951

Evaluated: 18 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Customer Order Data Migration Real-Time Event Stream Processor Multi-Source Sales Data Enrichment Pipeline

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