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email-triage

IMAP email scanning and triage with AI classification via a local Ollama LLM. Scans unread emails, categorizes them as urgent, needs-response, informational, or spam, and surfaces important messages for agent consumption. Works standalone with heuristic fallback — Ollama optional but recommended.

briancolinger0 来源安装数☆ 0 仓库 Starsv1.0.1

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。

SkillHub CLI

skillhub install briancolinger/email-triage

打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

Email Triage

Scan your IMAP inbox, classify emails into priority categories, and surface the ones that need attention. Uses a local LLM (Ollama) for intelligent classification with a rule-based heuristic fallback when Ollama is unavailable.

Prerequisites

  • Python 3.10+
  • IMAP-accessible email account (Gmail, Fastmail, self-hosted, etc.)
  • Ollama (optional) — for AI-powered classification. Without it, the script uses keyword-based heuristics that still work well for common patterns.

Categories

Icon Category Description
🔴 urgent Outages, security alerts, legal, payment failures, time-critical
🟡 needs-response Business inquiries, questions, action items requiring a reply
🔵 informational Receipts, confirmations, newsletters, automated notifications
⚫ spam Marketing, promotions, unsolicited junk

Configuration

All configuration is via environment variables:

Variable Required Default Description
IMAP_HOST ✅ — IMAP server hostname
IMAP_PORT — 993 IMAP port (SSL)
IMAP_USER ✅ — IMAP username / email address
IMAP_PASS ✅ — IMAP password or app-specific password
EMAIL_TRIAGE_STATE — ./data/email-triage.json Path to the JSON state file
OLLAMA_URL — http://127.0.0.1:11434 Ollama API endpoint
OLLAMA_MODEL — qwen2.5:7b Ollama model for classification

Directories Written

  • EMAIL_TRIAGE_STATE (default: ./data/email-triage.json) — Persistent state file tracking classified emails and surfacing status

Commands

# Scan inbox and classify new unread emails
python3 scripts/email/email-triage.py scan

# Scan with verbose output (shows each classification)
python3 scripts/email/email-triage.py scan --verbose

# Dry run — scan and classify but don't save state
python3 scripts/email/email-triage.py scan...

来源信息

Source
github
Repository
openclaw/skills
Path
skills/briancolinger/email-triage
Version
1.0.1
Commit
4b0e44479d764b288f89d8cf3e369015dd81e602
分类来源
rules
状态
active
可见性
public

这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。

来源内容

SKILL.md
# Email Triage

Scan your IMAP inbox, classify emails into priority categories, and surface the ones that need attention. Uses a local LLM (Ollama) for intelligent classification with a rule-based heuristic fallback when Ollama is unavailable.

## Prerequisites

- **Python 3.10+**
- **IMAP-accessible email account** (Gmail, Fastmail, self-hosted, etc.)
- **Ollama** *(optional)* — for AI-powered classification. Without it, the script uses keyword-based heuristics that still work well for common patterns.

## Categories

| Icon | Category | Description |
|------|----------|-------------|
| 🔴 | `urgent` | Outages, security alerts, legal, payment failures, time-critical |
| 🟡 | `needs-response` | Business inquiries, questions, action items requiring a reply |
| 🔵 | `informational` | Receipts, confirmations, newsletters, automated notifications |
| ⚫ | `spam` | Marketing, promotions, unsolicited junk |

## Configuration

All configuration is via environment variables:

| Variable | Required | Default | Description |
|----------|----------|---------|-------------|
| `IMAP_HOST` | ✅ | — | IMAP server hostname |
| `IMAP_PORT` | — | `993` | IMAP port (SSL) |
| `IMAP_USER` | ✅ | — | IMAP username / email address |
| `IMAP_PASS` | ✅ | — | IMAP password or app-specific password |
| `EMAIL_TRIAGE_STATE` | — | `./data/email-triage.json` | Path to the JSON state file |
| `OLLAMA_URL` | — | `http://127.0.0.1:11434` | Ollama API endpoint |
| `OLLAMA_MODEL` | — | `qwen2.5:7b` | Ollama model for classification |

## Directories Written

- **`EMAIL_TRIAGE_STATE`** (default: `./data/email-triage.json`) — Persistent state file tracking classified emails and surfacing status

## Commands

```bash
# Scan inbox and classify new unread emails
python3 scripts/email/email-triage.py scan

# Scan with verbose output (shows each classification)
python3 scripts/email/email-triage.py scan --verbose

# Dry run — scan and classify but don't save state
python3 scripts/email/email-triage.py scan...

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