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antonyfmunoz
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icp-signal-detection

Score Instagram prospects into HIGH, MEDIUM, and LOW ICP signal buckets.

1|Updated Mar 11, 2026
Search Tags:#crm#lead scoring#prospecting#instagram#outreach#icp#signal detection
One-click install
npx skills add https://github.com/antonyfmunoz/OS --skill icp-signal-detection
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: icp-signal-detection
Source: https://github.com/antonyfmunoz/OS/tree/main/skills/Research/icp_signal_detection
Command: npx skills add https://github.com/antonyfmunoz/OS --skill icp-signal-detection

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill identifies Instagram accounts that are most likely to be interested in the active offer by detecting explicit “start-stop” discipline and accountability signals from their posts, captions, bio, and visible engagement, so your outreach focuses on the people most ready to convert.

Core Features & Use Cases

  • ICP signal scoring: Classifies prospects into HIGH / MEDIUM / LOW based on explicit ownership language, frustration with execution, accountability needs, and stage-relevant self-awareness (not aesthetics).
  • Lead qualification output: Produces a qualified list including the specific observed signal (quote when possible), a recommended opener angle, and platform priority (Instagram DM first).
  • Orchestrated prospecting workflow: Loads leads from the CRM batch folder or scraping output, reviews recent posts, bio text, and visible comments, then routes HIGH-signal accounts to dm_opener for immediate outreach.

Quick Start

Run the Skill to scan a prospect batch and generate a qualified lead file with HIGH/MEDIUM/LOW classifications and the exact signal observed for personalized DM opening lines.

Frequently Asked Questions about icp-signal-detection

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

FAQPage Schema
How do I detect high-conversion ICP signals from Instagram leads for outreach?▼

To detect high-conversion ICP signals from Instagram leads, the Skill scans prospect batches by reviewing recent posts, bio text, and visible comments to score explicit accountability and discipline signals. It then classifies accounts into HIGH, MEDIUM, and LOW buckets for targeted prospecting outreach.

What is ICP signal scoring and how does it qualify prospects on Instagram?▼

ICP signal scoring qualifies prospects on Instagram by evaluating explicit ownership language, frustration with execution, and accountability needs in their content. This mechanism categorizes leads into HIGH, MEDIUM, and LOW priority buckets based on stage-relevant self-awareness rather than aesthetics.

How do I filter out Instagram accounts with bot-like engagement or already-coaching status during lead sourcing?▼

To filter out accounts with bot-like engagement or already-coaching status during lead sourcing, the Skill validates account eligibility against negative signals during scheduled scans. It reviews recent posts and visible comments to exclude unqualified profiles from the final lead output.

Can I route HIGH-signal Instagram leads directly to a DM opener workflow?▼

Yes, you can route HIGH-signal Instagram leads directly to a DM opener workflow. After loading and scanning a prospect batch, the Skill outputs a qualified leads markdown file and automatically routes HIGH-signal accounts to the dm_opener step for immediate outreach.

Does this lead scoring approach require loading a specific CRM batch folder before prospecting?▼

Yes, this lead scoring approach requires loading a prospect batch from your CRM batch folder or scraping output before prospecting. The Skill processes this input data to review recent posts, extract observed signals, and generate a classified qualified leads file.

What is the best way to extract specific observed signals from Instagram profiles for personalized DMs?▼

The best way to extract specific observed signals from Instagram profiles for personalized DMs is by reviewing their posts, captions, and visible engagement. The Skill captures the exact observed signal, quotes it when possible, and pairs it with a recommended opener angle for your outreach.

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