pipeline-throughput-analysis

Description

Mine the logs of a batch job, bot, crawler, scraper, ETL or any pipeline that works through many units of work grouped into batches, to find where time goes and how to meet a time budget per group. Computes per-group wall-clock time and percentiles, compares time-of-day windows, spots retries, fixed sleeps, serial work and slow outliers, and proposes ranked changes with expected gains. Use this skill whenever the user wants a pipeline or bot to finish faster, asks "what is slowing this down", wants to hit a target duration per batch, region, tenant or customer, asks whether they are running at the best time of day, or hands over run logs to analyse, even if they never say "throughput" or "bottleneck".

Community Metrics

Categories

• Skills

Tags

• skill
• smithery

Capabilities

• Smithery skill

Information