LaunchKit · 2026
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email-importance-content-analysis

Judge whether an email is important/urgent using content-based analysis rather than sender name or mailbox labels.

0
770 downloads
by @shingo0620

Setup & Installation

openclaw skills install @shingo0620/email-importance-content-analysis

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install email-importance-content-analysis

Version History

v1.0.1Feb 11, 2026 - Version note by skill developer:

1.0.1: Add fast-drop rules + clarify subject+sender triage before SPF/DKIM/DMARC; content analysis only after technical pass.

What This Skill Does

Judges email importance and urgency by analyzing subject lines, technical headers (SPF/DKIM/DMARC), and message content rather than trusting sender display names or mailbox labels. Uses a three-stage workflow: cheap title triage first, then technical verification only when warranted, then content analysis. Treats sender identity as a weak, spoofable signal throughout.

Sender-based filters can be bypassed by spoofed display names and lookalike domains; analyzing headers, link targets, and requested actions catches phishing that passes conventional spam checks.

When to use it

  • Deciding if a bank security alert is a phishing attempt
  • Triaging an inbox after receiving a suspicious invoice email
  • Evaluating whether a package delivery failure notice is legitimate
  • Checking if an IT department password reset request is genuine
  • Assessing an urgent payment demand from an unrecognized sender

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: Is this email from 'PayPal Security <security@paypa1-verify.com>' telling me to click a link and reset my password real?

AGENT
  1. 1Check subject line and sender address for fast-drop signals
  2. 2Identify typo-squatting: 'paypa1-verify.com' substitutes digit '1' for the letter 'l'
  3. 3Apply fast-drop rule: official brand name paired with a suspicious unrelated domain
  4. 4Classify the requested action as account/authentication with urgency pressure
  5. 5Recommend navigating directly to paypal.com instead of clicking any link
OUTPUT

Risk: High (likely phishing). Importance: Low. Do not click any links. Open paypal.com directly in your browser to check account status.