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Email Reply Reader

作者 xiaoxty · GitHub ↗ · v0.1.0 · MIT-0
cross-platform ✓ 安全检测通过
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在 OpenClaw 中安装
/install email-reply-reader
功能描述
Read and parse job application email replies from companies. Activate when user asks to check job application replies, read recruiter emails, see who respond...
使用说明 (SKILL.md)

Email Reply Reader

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

Prerequisites

gog authenticated with Gmail:

gog auth add [email protected] --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 [email protected] \
  --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 [email protected] \
  --json

Step 2: Classify each reply

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

Category Signals Next Action
🟢 Interview Invite "schedule", "interview", "call", "meet", "availability", "slot" Reply to confirm ASAP
🔵 Positive Interest "impressed", "interested", "shortlisted", "next steps", "team" Respond within 24h
🟡 Request for Info "portfolio", "references", "salary", "notice period", "assessment" Prepare and reply
🟠 Recruiter Outreach "exciting opportunity", "your profile", "perfect fit" (unsolicited) Evaluate if relevant
🔴 Rejection "unfortunately", "not moving forward", "other candidates", "not a fit" Log and move on
Auto-reply / No Info "thank you for applying", "received your application", generic acknowledgement Wait for real reply
Unclear Hard to classify Read full email for context

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] \x3Cemail>
  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 [email protected] --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]
安全使用建议
This skill will read your Gmail via the 'gog' CLI and classify recruiter replies. Before installing or invoking it: (1) verify the provenance and trustworthiness of the 'gog' binary you will use (official source, review permissions); (2) understand that authenticating will grant that tool access to your email content — consider using an account you control and trust; (3) confirm you are comfortable with the agent being allowed to invoke the skill autonomously (it could read emails when triggered); (4) the skill does not request unrelated secrets, but be cautious about sharing credentials outside of the vetted gog auth flow. If any of these are a concern, do not enable the skill or run the gog auth step until you validate gog's origin and permissions.
功能分析
Type: OpenClaw Skill Name: email-reply-reader Version: 0.1.0 The skill is a specialized tool for managing job application responses by searching and categorizing Gmail messages using the 'gog' CLI utility. All commands and instructions in SKILL.md are strictly aligned with the stated purpose of identifying interview invites and rejections, and there is no evidence of data exfiltration, unauthorized access, or malicious prompt injection.
能力评估
Purpose & Capability
Name/description align with what the SKILL.md does: it searches a Gmail inbox and classifies replies. The only required binary is 'gog', which is exactly what's used in the instructions to access Gmail. No unrelated env vars, config paths, or extra binaries are requested.
Instruction Scope
Instructions explicitly direct the agent to search inbox/sent mail and read full message bodies via 'gog'. This is expected for an email reader, but it means the skill will have access to full email text (sensitive PII). The SKILL.md does not instruct exfiltration or to post data to other endpoints, nor does it auto-send replies — it only offers templates and suggests drafting replies.
Install Mechanism
This is instruction-only with no install spec (lowest install risk). The user must already have the 'gog' binary; no downloads or archive extraction are specified by the skill itself.
Credentials
No environment variables or external credentials are declared. The skill expects the user to authenticate 'gog' with Gmail (via gog auth), which is proportionate to the claimed capability of reading Gmail.
Persistence & Privilege
The skill is not always-enabled and is user-invocable. The default platform setting allows autonomous invocation, so if you permit the agent to call the skill automatically it could read inbox content when triggered — this is a sensitivity consideration but not an intrinsic incoherence in the skill.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install email-reply-reader
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /email-reply-reader 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v0.1.0
- Initial release of email-reply-reader. - Reads Gmail inbox and finds job application replies. - Classifies email replies into categories (e.g., interview invites, positive interest, rejections). - Presents a structured summary of recruiter responses from the last 30 days. - Offers template replies for interviews, positive responses, and rejections. - Suggests follow-ups for applications with no reply after 7 days.
元数据
Slug email-reply-reader
版本 0.1.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Email Reply Reader 是什么?

Read and parse job application email replies from companies. Activate when user asks to check job application replies, read recruiter emails, see who respond... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 163 次。

如何安装 Email Reply Reader?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install email-reply-reader」即可一键安装,无需额外配置。

Email Reply Reader 是免费的吗?

是的,Email Reply Reader 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Email Reply Reader 支持哪些平台?

Email Reply Reader 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Email Reply Reader?

由 xiaoxty(@xiaoxty)开发并维护,当前版本 v0.1.0。

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