data-lineage-tracker

Data Lineage Tracker - Auto-activating skill for Data Pipelines. Triggers on: data lineage tracker, data lineage tracker Part of the Data Pipelines skill category.

0.98x

Quality

Does it follow best practices?

Impact

85%

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/data-lineage-tracker/SKILL.md

Evaluation results

78%

-2%

Add Data Lineage Tracking to Sales ETL Pipeline

ETL lineage metadata tracking

Criteria

Without context

With context

Lineage event file created

100%

Structured JSON format

100%

Input dataset recorded

100%

Output dataset recorded

100%

Job name specified

100%

Unique run ID

100%

Timestamp recorded

100%

Record counts captured

100%

Error handling present

Multiple event states

37%

25%

Standard library or format used

12%

Without context: $0.3721 · 1m 18s · 20 turns · 20 in / 4,829 out tokens

With context: $0.4873 · 1m 42s · 26 turns · 25 in / 6,019 out tokens

95%

-2%

Customer Data Pipeline with Orchestration and Lineage

Airflow workflow lineage integration

Criteria

Without context

With context

DAG file produced

100%

Retry delay configured

100%

Task dependencies defined

100%

Standard default_args

70%

Dataset lineage annotations

100%

Dataset namespace and name

100%

80%

No hardcoded secrets

100%

Step-by-step documentation

100%

Production-ready structure

100%

Industry standard approach

100%

Without context: $0.3821 · 2m · 19 turns · 20 in / 6,702 out tokens

With context: $0.4609 · 1m 57s · 24 turns · 283 in / 6,884 out tokens

83%

Transaction Data Quality Audit with Lineage Tracking

Data quality validation with lineage

Criteria

Without context

With context

Four or more quality rules

100%

Cleaned output CSV written

100%

Lineage file produced

100%

Source dataset in lineage

100%

Output dataset in lineage

100%

Per-check statistics

100%

Run timestamp

100%

Run identifier

87%

100%

Overall pass/fail outcome

100%

Error handling

50%

Structured logging

Standard lineage schema fields

33%

16%

Without context: $0.3331 · 1m 24s · 18 turns · 18 in / 5,231 out tokens

With context: $0.4350 · 1m 32s · 24 turns · 57 in / 5,605 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

Add Data Lineage Tracking to Sales ETL Pipeline Customer Data Pipeline with Orchestration and Lineage Transaction Data Quality Audit with Lineage Tracking

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