AgentSkillsCN

apm-eda

APM DS项目的探索性数据分析流程，包括各类分析产物与EDA报告模板。

SKILL.md
--- frontmatter
name: apm-eda
description: Exploratory Data Analysis workflow for APM DS projects, including artifacts and EDA report template.
compatibility: opencode

What I do

  • •Provide a reproducible EDA workflow under eda/.
  • •Define required artifacts and report structure.

EDA structure

code
eda/
  eda.py
  results/
    figures/
    tables/
  EDA_REPORT.md

EDA expectations

  • •Analyze distributions, missingness, correlations, and leakage risks.
  • •Save figures and tables to eda/results/.
  • •Summarize findings in eda/EDA_REPORT.md.

Template

Use references/EDA_REPORT_TMP.md.

Required updates

  • •Add key findings to memory-bank/STATE.md.
  • •Log notable EDA runs and outputs per apm-logs when applicable.