flink-job-creator

Flink Job Creator - Auto-activating skill for Data Pipelines. Triggers on: flink job creator, flink job creator Part of the Data Pipelines skill category.

0.98x

Quality

Does it follow best practices?

Impact

87%

0.98x

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/flink-job-creator/SKILL.md

Evaluation results

84%

-6%

Real-Time Order Processing Pipeline

Production-ready Flink streaming job

Criteria

Without context

With context

Step-by-step breakdown

100%

Error handling

100%

Checkpointing enabled

100%

Parallelism configured

100%

40%

Logging present

100%

Kafka consumer group

100%

Exactly-once or at-least-once semantics

100%

Configuration externalised

100%

Restart strategy

Standards validation step

100%

Without context: $1.3899 · 5m 46s · 42 turns · 43 in / 23,006 out tokens

With context: $1.5443 · 5m 28s · 55 turns · 472 in / 22,200 out tokens

95%

Daily Sales ETL Pipeline

ETL data transformation with validation

Criteria

Without context

With context

Step-by-step guidance

100%

Data validation logic

100%

Standards validation section

100%

Production config file

100%

Resource configuration

100%

Logging instrumented

100%

Error/bad-record handling

70%

100%

Idempotent or transactional load

60%

50%

Test or verification artifact

100%

Industry-standard sink connector

100%

Without context: $2.2311 · 10m 19s · 50 turns · 90 in / 41,198 out tokens

With context: $1.5072 · 5m 57s · 52 turns · 52 in / 22,440 out tokens

82%

-1%

Real-Time Infrastructure Alerting Pipeline

Streaming workflow orchestration and state management

Criteria

Without context

With context

Step-by-step workflow description

100%

Windowing applied

100%

Stateful operator

100%

Checkpointing configured

100%

Watermark strategy

100%

Production configuration file

100%

Logging at key stages

40%

20%

Restart or failure strategy

10%

Late data handling

80%

100%

Validation or test artifact

100%

Without context: $1.1838 · 4m 36s · 41 turns · 43 in / 18,736 out tokens

With context: $1.8520 · 6m 55s · 53 turns · 134 in / 28,685 out tokens

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

Evaluated: 17 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Real-Time Order Processing Pipeline Daily Sales ETL Pipeline Real-Time Infrastructure Alerting Pipeline

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.