A sophisticated email triage system that prioritizes messages and detects phishing through technical header verification and deep content analysis.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install email-importance-content-analysis
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install email-importance-content-analysis using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Email Importance & Content Analysis?
This Openclaw Skills component provides a robust framework for evaluating email urgency and authenticity by prioritizing content over easily spoofed metadata. Unlike traditional filters that rely on sender names, this skill uses a multi-layered approach involving subject-first triage, technical header verification (SPF/DKIM/DMARC), and behavioral content analysis. It empowers users and automated agents to distinguish between legitimate high-priority requests and sophisticated social engineering attempts.
By integrating this logic, the skill ensures that sensitive actions—such as financial transactions or account security updates—are scrutinized through a zero-trust lens. It doesn't just rank importance; it provides actionable intelligence on how to safely verify claims using out-of-band methods instead of trusting potentially malicious links or attachments within the message body.
Email Importance & Content Analysis Use Cases
- Automated triage of high-volume inboxes to identify critical financial, legal, or security alerts.
- Detection of phishing and social engineering attempts that bypass standard spam filters through lookalike domains.
- Recommending safe next steps for emails involving sensitive account access or money movement.
- Summarizing complex email threads while identifying specific technical risks in raw headers.
How Email Importance & Content Analysis Works
- Title and Subject Triage: Performs a low-cost first-pass check on the subject line and sender to apply fast-drop rules for obvious spam or marketing.
- Technical Verification: Analyzes raw email headers for SPF, DKIM, and DMARC alignment to ensure the sender's domain is authenticated.
- Actionable Claim Extraction: Pulls factual data from the body regarding requested actions, deadlines, and provided evidence like order IDs.
- Action Classification: Ranks the importance based on the sensitivity of the request, such as credential resets or invoice settlements.
- Risk Pattern Detection: Scrutinizes the content for red flags like forced urgency, secrecy requests, or odd payment methods (e.g., gift cards).
- Safe Verification Recommendation: Suggests secure, out-of-band methods for verifying the email's claims via official apps or known URLs.
- Structured Output Generation: Produces a detailed report including priority levels, technical verdicts, and specific recommended actions.
Email Importance & Content Analysis Setup
To enable this skill within your environment, ensure your agent has access to raw email data or the output of a header analysis tool. This skill is designed to process text-based email representations provided by Openclaw Skills compatible integrations.
# Example of initiating an email analysis session
openclaw run email-importance-analysis --input-file="original_email.eml"
Email Importance & Content Analysis Data Schema & Taxonomy
| Field | Description | Type |
|---|---|---|
| title_verdict | Decision to escalate or ignore based on subject line | String |
| tech_verdict | Results of SPF/DKIM/DMARC and alignment checks | Enum (Pass, Fail, Unknown) |
| importance | Categorization of the email's priority for the user | Enum (Critical, High, Medium, Low) |
| risk_level | Assessment of phishing or scam potential | Enum (High, Medium, Low) |
| next_step | Specific instructions for safe handling and verification | String |
Email Importance & Content Analysis Advanced Features
- Deep header alignment analysis comparing d=DKIM domains against visible From addresses.
- Automated link expansion to identify destination domains before a user clicks.
- Attachment risk profiling for high-risk extensions like .iso, .vbs, and macro-enabled documents.
- Heuristic-based urgency detection to flag time-sensitive financial threats and social engineering.
- Out-of-band verification routing to guide users toward official portals rather than email-provided links.
SKILL.md
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