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Analysis Report

ASecurity

生成图文并茂的分析报告/实验报告/质检报告(固定模版)。当用户要求"生成报告/总结报告/实验报告/质检报告/QC报告",或分析流程收尾需要交付报告时使用。报告必须基于真实分析输出,包含固定章节结构、关键指标表格和真实结果图。

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Added 9/22/2026
developmentpython

Security Analysis

A100/100

Scanned 9/22/2026

Install to Claude Code

$npx -y skills add peacezha/HPClaw --skill analysis-report --agent claude-code

Installs into .claude/skills of the current project.

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Files
SKILL.md
---
name: analysis-report
description: 生成图文并茂的分析报告/实验报告/质检报告(固定模版)。当用户要求"生成报告/总结报告/实验报告/质检报告/QC报告",或分析流程收尾需要交付报告时使用。报告必须基于真实分析输出,包含固定章节结构、关键指标表格和真实结果图。
tags: [report, qc, summary, 报告, 实验报告, 质检报告, 图文并茂]
triggers: ["生成报告", "总结报告", "实验报告", "质检报告", "QC报告", "分析报告", "report"]
used_with: [lsf-ncpgr, lsf-memory-scaling]
solves: ["分析报告生成", "实验报告生成", "质控报告生成", "流程收尾交付"]
---

# 分析报告生成规范(固定模版 · 图文并茂)

## 硬性要求

1. **数据必须真实**:报告中的每个数字、每张图都必须来自真实的输出文件(日志、QC 输出、统计结果)。先 `cat`/`head` 读取真实结果再写报告。禁止编造或"合理推测"数值。
2. **图必须真实存在**:引用的每张图先用 `ls -l` 确认存在,使用**绝对路径**引用。
3. **报告写完必须自查**:逐项核对模版章节是否齐全、图表路径是否存在。

## 产出约定

- 目录:`reports/<任务名>-<YYYYMMDD>/`
- 交付两个文件:`report.html`(自包含,图片 base64 内嵌,可直接发给用户/浏览器打开)和 `report.md`(同内容 markdown 源)
- 关键原图复制到报告目录 `figures/` 子目录(`cp`,不移动原文件)
- 完成后在回复中给出:报告文件绝对路径 + 2~4 张关键图的绝对路径(前端会渲染成图片卡片)

## 固定模版(章节顺序不得更改)

### 1. 标题与概要
- 报告标题、分析类型、生成日期、执行人(当前用户名)、集群与队列
- 一段话说清:对什么数据做了什么分析、结论一句话

### 2. 样本与输入
| 项目 | 内容 |
|------|------|
| 样本/数据 | 名称、路径、文件数、总大小(真实 `ls`/`du` 结果) |
| 参考基因组/数据库 | 名称、版本、路径或来源 |
| 软件环境 | 关键软件及版本(`module list` 或 `--version` 真实输出) |

### 3. 分析流程与方法
- 步骤列表:每步命令要点 + 作业 ID(若有)+ 状态(DONE/EXIT 以 bjobs 真实结果为准)
- 资源使用:节点数、队列、运行时长(bacct/bjobs 真实数据)

### 4. 质控指标(QC 报告此项为核心)
用表格呈现真实 QC 输出,例如:
| 指标 | 结果 | 判定 |
|------|------|------|
| 总 reads 数 | (真实值) | ✅/⚠️/❌ |
| Q30 比例 | (真实值) | ✅/⚠️/❌ |
| GC 含量 | (真实值) | ✅/⚠️/❌ |
| 比对率 | (真实值) | ✅/⚠️/❌ |
判定阈值在表格下注明出处(如 FastQC 常规标准)。

### 5. 关键结果(图文并茂)
- 每个结果小节:一段文字结论 + 紧跟对应的图(绝对路径)
- 图的来源:分析工具直接产出的图(FastQC html 中的 png、MultiQC 图、peak 图、表达热图等)优先;没有现成图时,用真实数据生成(如 R/Python 画图),同样给路径

### 6. 问题与建议
- 分析中出现的警告/失败步骤及处理(如实写)
- 对后续分析的建议(如需要扩大节点数、换队列、补测等)

### 7. 附录
- 输出文件清单(`find <结果目录> -type f` 真实列表,标注大小)
- 关键日志路径
- 报告生成时间

## HTML 报告样式要求

- 自包含单个 `.html`:内联 CSS(无需网络)、图片 base64 内嵌(`base64 -w0 <图>`)
- 表格有边框和表头底色;✅/⚠️/❌ 用颜色区分
- 章节编号与模版一致,不要自由发挥新结构

## 禁止事项

- 禁止编造数值、图片或"示例"结果
- 禁止引用不存在的文件路径
- 禁止把报告写成纯文字流水账而没有表格和图

Attribution

peacezhapeacezha
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