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AOS/skills/gaokao-generate-report/SKILL.md
T
Z User e45b68bb8b feat: IMAP mail sync with thread-to-contact matching (PRD §6.1)
Real IMAP connection via imapflow library:
- Connects to IMAP server (IMAPFlow, TLS on port 993)
- Fetches recent messages (configurable limit, default 20)
- Extracts: from, fromEmail, subject, date, snippet (200 chars)
- Thread-to-contact matching (PRD §6.1):
  1. Match sender email against persons table
  2. If no person match, extract domain and match against company.website
  3. Returns matchedCompany + matchedPerson for each email
- Audit-logged (action: crm.mailsync:imap)
- Zod validated (host, port, user, password, folder, limit)
- 502 on IMAP connection failure with detail
- 400 on validation failure

Tested: invalid creds → 502 'IMAP connection failed', missing host → 400
2026-10-27 22:50:50 +00:00

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name, description
name description
gaokao-generate-report 合并考生信息、志愿列表、专业推荐与院校推荐,生成融合分析与冲稳保志愿列表的 HTML 志愿填报报告。 适用于高考志愿报告生成、志愿填报方案输出、志愿表可视化。

生成志愿填报报告

本 Skill 是流水线的第五步:合并前序 JSON,渲染 HTML 报告。

上下游

  • 上游:
    • parsed.json(志愿列表)
    • major_recommendation.json(专业推荐)
    • school_recommendation.json(院校推荐)
  • 输出:volunteer_report.html

环境准备

cd gaokao-generate-report
python3 -m venv .venv && source .venv/bin/activate
pip install -r requirements.txt

执行步骤

1. 合并为 analysis.json

python3 scripts/merge_analysis.py \
  --majors output/major_recommendation.json \
  --schools output/school_recommendation.json \
  -o output/analysis.json

merge_analysis.py 将专业推荐与院校推荐合并为 generate_html.py 所需的 analysis.json 结构。

2. 生成 HTML

python3 scripts/generate_html.py \
  -i output/parsed.json \
  -a output/analysis.json \
  -o output/volunteer_report.html

3. 交付用户

提供 volunteer_report.html 的绝对路径,并简要说明报告结构:

  1. 综合测评与建议(专业方向 + 院校策略)
  2. 志愿推荐列表(冲/稳/保,⭐ 推荐学校 / 🔥 推荐专业可点击查看详情)

合并前检查

检查项 说明
专业字段一致 recommended_majors 的 name/code 与 parsed.json 一致
院校字段一致 recommended_schools 的 name/code 与 parsed.json 一致
文案完整 intro、strategy、school_strategy 非空

若合并前发现推荐字段不匹配,应回到对应 Skill 修正 JSON。

附加资源