airflow-operator-creator

Airflow Operator Creator - Auto-activating skill for Data Pipelines. Triggers on: airflow operator creator, airflow operator creator Part of the Data Pipelines skill category.

1.02x

Quality

Does it follow best practices?

Impact

96%

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/airflow-operator-creator/SKILL.md

Evaluation results

99%

-1%

REST API Data Ingestion Operator

Production-ready custom Airflow ETL operator

Criteria

Without context

With context

BaseOperator subclass

100%

execute() method

100%

Parameterized operator

100%

Error handling

100%

Logging present

100%

87%

DAG default_args retries

100%

DAG schedule configured

100%

XCom or return value

100%

template_fields defined

100%

No hardcoded values in operator

100%

retry_delay configured

100%

README documents parameters

100%

Without context: $0.5015 · 2m 2s · 30 turns · 30 in / 6,515 out tokens

With context: $0.4296 · 1m 26s · 26 turns · 59 in / 5,255 out tokens

93%

Sales Data Transformation Pipeline

Data transformation DAG with output validation

Criteria

Without context

With context

Validation task present

100%

Validation fails pipeline

100%

Duplicate removal

100%

Invalid record filtering

70%

Aggregation by category

100%

DAG retries configured

100%

Task dependencies defined

100%

Logging in tasks

100%

Summary CSV produced

100%

Default_args includes owner and start_date

50%

No hardcoded absolute paths

100%

Without context: $0.4507 · 1m 47s · 22 turns · 64 in / 7,369 out tokens

With context: $0.5671 · 2m 1s · 29 turns · 29 in / 8,077 out tokens

98%

Nightly Inventory Sync Pipeline

Workflow orchestration with step-by-step DAG design

Criteria

Without context

With context

Four or more tasks

100%

Explicit task dependencies

100%

Retry configuration

100%

Failure isolation

100%

90%

Step-by-step design notes

100%

Logging in tasks

100%

Data merge/dedup step

100%

Outcome notification task

100%

DAG catchup disabled or configured

100%

No hardcoded absolute paths

100%

Default_args start_date and owner

60%

80%

DAG id meaningful

100%

Without context: $0.8788 · 3m 52s · 41 turns · 39 in / 12,655 out tokens

With context: $0.8305 · 3m 25s · 38 turns · 176 in / 13,795 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

REST API Data Ingestion Operator Sales Data Transformation Pipeline Nightly Inventory Sync Pipeline

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