Prompt Details
Model
(claude-4-6-sonnet)
Token size
2,817
Example input
[TECH_STACK]: Python / dbt / Airflow
[ANALYSIS_SCOPE]: dags/ + models/
[INPUT_AVAILABLE]: tree
[ENTRY_POINTS]: dags/daily_etl.py, models/staging/
Example output
Here's your **ETL Pipeline Auditor** — a fully interactive chat interface powered by the auditor system prompt you provided.
https://claude.ai/public/artifacts/ac2164a6-67b2-484d-9148-bb94c6400be2
**What it does:**
The auditor runs as a persistent AI-powered session that follows the full 8-phase analysis protocol. You can feed it your pipeline in three ways:
- **Tree-First (Mode 1)** — paste the output of `tree` or `find` and it will identify the 5–10 highest-priority files to request next
- **Manual Paste (Mode 3)** — paste one or more file contents as code blocks for direct, line-level analysis
- **Hybrid (Mode 4)** — mix both; it automatically separates `{Direct}` findings from `{Speculative}` ones
**What comes back:**
Each analysis response follows the full structured format — operating mode declaration, granularity declaration, dependency map, coupling metrics table (Ca/Ce/I/Fan-In/Fan-Out/Blast Radius), provenance-tagged findings, refactor action plan with risk tiers, and pipeline execution impact notes.
**Quick-start suggestions** — four pre-filled prompts on the landing screen — and **follow-up chips** after each response let you drill into priority files, request concrete refactor code, or ask specifically about HIGH-risk changes.
By purchasing this prompt, you agree to our terms of service
CLAUDE-4-6-SONNET
This prompt acts as a Senior Data Engineering Analyst that reviews your pipeline code, maps every dependency, scores every step for fragility, and delivers a phased refactor plan with before/after code that actually runs.
✅ Surfaces circular task dependencies, God transforms, and hardcoded infrastructure before they cause incidents
✅ Calculates Fan-In, Fan-Out, and Blast Radius per step so you know exactly what breaks if one task fails
✅ Works with any input you have
...more
Added 9 hours ago
