signal-detector

Validate ICP fit and classify Trust vs Intent signals for outbound outreach.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/SMOrchestra-ai/smorch-dist --skill signal-detector
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: signal-detector
Source: https://github.com/SMOrchestra-ai/smorch-dist/tree/main/plugins/smorch-gtm-engine/skills/signal-detector
Command: npx skills add https://github.com/SMOrchestra-ai/smorch-dist --skill signal-detector

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Helps marketing and sales teams avoid unqualified outreach by validating ICP fit and classifying signals, reducing wasted effort and improving campaign performance.

Core Features & Use Cases

  • ICP Fit Validation: Enforces Hard Stop Rule 1 (Fit = FAIL → No Outreach).
  • Signal Classification & Freshness: Classifies signals as Trust vs Intent and excludes signals older than 90 days.
  • Output & Workflow Integration: Exports Validated Prospects, Signal Taxonomy, and a final report for downstream tools.
  • Use Case Example: Filter a 1,000-lead list to retain only Fit PASS prospects with fresh signals for a targeted GTM campaign.

Quick Start

Provide a prospect list with ICP criteria and signal data; the skill will output a validated prospects list and a signal taxonomy.

Frequently Asked Questions about signal-detector

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I validate ICP fit and classify signals for a prospect list?

To validate ICP fit and classify signals, provide a prospect list with ICP criteria and signal data. The tool filters prospects, applies a Fit PASS rule, categorizes signals as Trust or Intent, and outputs a validated list with a signal taxonomy.

How do I filter a prospect list to only include Fit PASS leads for outbound outreach?

Filter a prospect list by applying Hard Stop Rule 1, which enforces that Fit FAIL prospects receive no outreach. You provide the list and ICP criteria, and the tool exports only Fit PASS prospects with classified signals for targeted campaigns.

What happens to stale signals when classifying intent data for GTM campaigns?

Stale signals older than 90 days are excluded by a strict freshness rule. This prevents outreach based on outdated prospect data, ensuring your GTM campaigns rely only on recent Trust and Intent signals that pass validation.

Can I use signal classification for prospect lists across different industries and geographies?

Yes, signal classification applies to prospect lists with optional signal data across various industries and geographies. It validates ICP fit criteria universally, enabling filtering and export of qualified prospects regardless of the specific market sector.

What outputs do I get when gating outbound outreach with ICP fit validation?

Gating outbound outreach with ICP fit validation produces three outputs: a validated prospect list containing only Fit PASS leads, a classified signal taxonomy detailing Trust versus Intent, and a final detection report for downstream workflow tools.