name: email-reply-reader description: Read and parse job application email replies from companies. Activate when user asks to check job application replies, read recruiter emails, see who responded, check inbox for HR replies, or follow up on job applications. Uses gog Gmail to fetch and classify recruiter responses. metadata: {"openclaw": {"emoji": "📬", "requires": {"bins": ["gog"]}}}

Email Reply Reader

Reads Gmail inbox, finds job application replies, and classifies each response.

Prerequisites

gog authenticated with Gmail:

gog auth add you@gmail.com --services gmail

When to Activate

• "查一下有没有回复"、"check my job application replies"
• "有哪些公司回复了"、"did anyone respond to my resume"
• "看看招聘邮件"、"read recruiter emails"

Workflow

Step 1: Search for application-related emails

# Search for replies in the last 30 days
gog gmail messages search "in:inbox (interview OR application OR resume OR opportunity OR position OR role OR job) newer_than:30d" \
  --max 50 \
  --account you@gmail.com \
  --json

Also search for sent mail to cross-reference:

gog gmail messages search "in:sent (application OR resume OR apply) newer_than:30d" \
  --max 50 \
  --account you@gmail.com \
  --json

Step 2: Classify each reply

For each email found, classify it into one of these categories:

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Step 3: Output structured summary

Present results in this format:

📬 Job Application Replies — Last 30 Days
Found [N] relevant emails from [N] companies

🟢 INTERVIEW INVITES ([N])
━━━━━━━━━━━━━━━━━━━━━━━━
• [Company] — [Role]
  From: [sender name] <email>
  Date: [date]
  Summary: "[key sentence from email]"
  ⚡ Action: Reply to confirm interview slot

🔵 POSITIVE INTEREST ([N])
━━━━━━━━━━━━━━━━━━━━━━━━
• [Company] — [Role]
  From: [sender]
  Date: [date]
  Summary: "[key sentence]"
  ⚡ Action: Respond within 24h

🟡 REQUESTS FOR INFO ([N])
━━━━━━━━━━━━━━━━━━━━━━━━
• [Company] — [Role]
  They need: [portfolio / salary expectations / references]
  ⚡ Action: Prepare and reply

🔴 REJECTIONS ([N])
━━━━━━━━━━━━━━━━━━
• [Company] — [Role] (Date: [date])

⚪ AUTO-REPLIES / PENDING ([N])
━━━━━━━━━━━━━━━━━━━━━━━━━━━━
• [Company] — applied [date], no human reply yet

────────────────────────────────
⚡ Priority Actions:
1. [Most urgent action]
2. [Second action]
3. [Third action]

Step 4: Offer to draft reply

For interview invites or positive replies, offer to draft a response:

Interview confirmation template:

Hi [Name],

Thank you for reaching out! I'm very excited about the opportunity to 
interview for the [Job Title] role at [Company].

I'm available at the following times:
- [Option 1: Day, Date, Time + timezone]
- [Option 2: Day, Date, Time + timezone]
- [Option 3: Day, Date, Time + timezone]

Please let me know which works best for your team, or feel free to 
suggest an alternative time if needed.

Looking forward to speaking with you!

Best regards,
[Name]

Rejection acknowledgement (optional — keeps door open):

Hi [Name],

Thank you for letting me know. While I'm disappointed, I appreciate 
you taking the time to follow up.

I remain a big admirer of [Company] and would welcome the opportunity 
to be considered for future roles that may be a better fit.

Best regards,
[Name]

Reading Full Email Content

To read the full body of a specific email:

# Get thread details (use thread ID from search results)
gog gmail search "from:company.com" --max 5 --account you@gmail.com --json

Follow-up Reminder Logic

For applications with no reply after 7 days, suggest a follow-up:

⏰ Follow-up Suggestions (no reply after 7+ days):
• [Company] — applied [N] days ago
  Draft a polite follow-up? [yes/no]

Follow-up template:

Subject: Following Up — Application for [Job Title]

Hi [Name / Hiring Manager],

I wanted to follow up on my application for the [Job Title] position 
submitted on [date]. I remain very interested in this opportunity and 
would love to learn about next steps.

Please let me know if you need any additional information.

Thank you for your time.

Best regards,
[Name]

这个技能能帮你快速查看 Gmail 里的求职回复，自动分类成面试邀请、积极反馈、被拒等类型，还附带可直接用的回复模板，效率提升明显。不足之处是需要先安装特定工具并配置账号，分类主要靠关键词匹配，遇上表达模糊的邮件偶尔会分错类。总体来说是个好用的邮件整理助手，但对非技术用户来说初始设置稍麻烦。质量中上，能解决实际问题。