email-triager

Triage, categorize, and draft responses to emails. Sorts by urgency, flags action items, and generates context-aware reply drafts.

3,891 stars
Complexity: easy

About this skill

The `email-triager` skill empowers AI agents to act as a personal email assistant, systematically processing incoming mail. It begins by categorizing each email into one of five predefined categories: Urgent Action, Action Required, FYI/Read, Delegate, or Archive, each with clear criteria and an associated icon for quick visual identification. Following categorization, the skill summarizes the email, identifies specific next steps, and indicates whether a draft response has been generated. A key feature is its ability to generate context-aware reply drafts for urgent or action-required emails, or when explicitly requested by the user. These drafts adhere to best practices: they are direct, mirror the sender's tone, are concise (2-5 sentences), clarify next steps, and use the sender's name for a personal touch. This significantly reduces the time and effort required for email communication. For users dealing with high email volumes, the skill offers batch processing, first triaging all emails and then providing drafts for critical items. It even highlights patterns, such as multiple emails from the same sender or on a similar topic. This comprehensive approach transforms a daunting inbox into an organized, actionable task list, enhancing productivity and ensuring important communications are never missed.

Best use case

The primary use case for this skill is to help individuals and teams efficiently manage and process high volumes of emails. It's ideal for busy professionals, customer support agents, or anyone whose inbox frequently becomes a bottleneck. Users benefit from quickly identifying critical messages, reducing decision fatigue, and automating the initial steps of response generation, allowing them to focus on higher-value tasks rather than routine email management.

Triage, categorize, and draft responses to emails. Sorts by urgency, flags action items, and generates context-aware reply drafts.

Users should expect an organized email summary with clear categories, identified action items, and well-structured draft replies for urgent or required responses.

Practical example

Example input

Please triage these 5 recent emails from my inbox and draft responses for any urgent or action-required items.

Example output

🔴 URGENT ACTION | From: CEO | Subject: Q3 Report Due Today!
Summary: CEO needs Q3 report by end of day, requires immediate action.
Action: Finalize and submit Q3 report to CEO.
Draft: Yes
---
🟡 ACTION REQUIRED | From: Sarah | Subject: Project X Update
Summary: Sarah needs an update on Project X progress by end of week.
Action: Provide a brief progress update to Sarah.
Draft: Yes
---
🔵 FYI / READ | From: Marketing | Subject: New Blog Post Live
Summary: Marketing team announced a new blog post is published.
Action: None — read later if interested.
Draft: No
---

Draft for URGENT ACTION (CEO):
Subject: Re: Q3 Report Due Today!
Hi [CEO's Name],
The Q3 report is finalized and has been sent to your email. Please let me know if you need any further information or adjustments.
Best,
[Your Name]

Draft for ACTION REQUIRED (Sarah):
Subject: Re: Project X Update
Hi Sarah,
Project X is progressing well. We've completed [Key Milestone 1] and are on track for [Key Milestone 2] by [Date]. I'll send a more detailed update later today.
Thanks,
[Your Name]

When to use this skill

  • When your inbox is overwhelming, and you need to quickly identify critical emails.
  • To ensure consistent categorization and a structured approach to email management.
  • When you need initial drafts for common email responses to save time.
  • To delegate or archive non-essential communications efficiently.

When not to use this skill

  • For highly sensitive, confidential, or legal correspondence that requires a human's absolute discretion.
  • When engaging in complex, multi-stage negotiations or strategic communications.
  • For deeply personal emails where a nuanced, empathetic human touch is paramount.
  • If your email volume is consistently very low and manual processing is sufficient.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/afrexai-email-triager/SKILL.md --create-dirs "https://raw.githubusercontent.com/openclaw/skills/main/skills/1kalin/afrexai-email-triager/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/afrexai-email-triager/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How email-triager Compares

Feature / Agentemail-triagerStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityeasyN/A

Frequently Asked Questions

What does this skill do?

Triage, categorize, and draft responses to emails. Sorts by urgency, flags action items, and generates context-aware reply drafts.

How difficult is it to install?

The installation complexity is rated as easy. You can find the installation instructions above.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# Email Triager

When asked to triage, sort, or process emails, follow this system.

## Triage Categories

Assign every email exactly one category:

| Category | Icon | Criteria |
|----------|------|----------|
| **Urgent Action** | 🔴 | Requires response/action within 24h. Deadlines, escalations, time-sensitive requests. |
| **Action Required** | 🟡 | Needs a response or task but not time-critical. Requests, approvals, questions. |
| **FYI / Read** | 🔵 | Informational. No action needed but worth reading. Updates, reports, announcements. |
| **Delegate** | 🟣 | Someone else should handle this. Forward with context. |
| **Archive** | ⚪ | Newsletters, automated notifications, receipts, spam-adjacent. No action needed. |

## Triage Output Format

For each email, produce:

```
[ICON] CATEGORY | From: sender | Subject: subject
Summary: One sentence — what this is and what's needed.
Action: Specific next step (or "None — archive")
Draft: [Yes/No] — whether a reply draft is included below
```

## Draft Response Rules

Generate a reply draft when:
- Category is Urgent Action or Action Required
- The email contains a direct question or request
- User explicitly asks for drafts

Draft style:
- **Be direct.** Open with the answer or decision, not "Thank you for your email."
- **Mirror their tone.** Formal email gets formal reply. Casual gets casual.
- **Keep it short.** Most replies should be 2-5 sentences.
- **End with clarity.** What happens next? Who does what by when?
- **Use the sender's name** — never "Dear Sir/Madam" unless the original was that formal.

## Batch Processing

When given multiple emails:
1. Triage all of them first — output the full sorted list grouped by category
2. Then provide drafts for Urgent Action and Action Required items
3. Highlight any patterns ("3 emails from the same client — might want a call instead")

## Smart Signals

Flag these automatically:
- **Repeated follow-ups** from the same sender (they're waiting on you)
- **CC escalation** — when someone adds a manager or exec to the thread
- **Deadline mentions** — extract and highlight specific dates/times
- **Sentiment shifts** — if tone has gotten noticeably more terse or frustrated
- **Meeting requests** buried in email body (not calendar invites)

## Action Item Extraction

Pull out discrete action items from emails:
- **What** needs to be done
- **Who** is expected to do it
- **When** it's due (if mentioned)
- Format as a checklist the user can copy into their task manager

## When Not Triaging

If the user asks about a specific email (not batch triage), switch to focused mode:
- Summarize the email thread
- Identify the core ask
- Draft a response if requested
- Flag anything the user should know before replying

Pair with an industry context pack for domain-specific email handling (legal, healthcare, finance, etc.) at https://afrexai-cto.github.io/context-packs

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