content-miner

Search episode transcripts to generate content ideas across four mining modes.

1|Updated Mar 16, 2026
One-click install
npx skills add https://github.com/cdeistopened/ask-sam --skill content-miner
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: content-miner
Source: https://github.com/cdeistopened/ask-sam/tree/main/skills/content-miner
Command: npx skills add https://github.com/cdeistopened/ask-sam --skill content-miner

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill addresses the challenge of generating relevant content ideas based on existing archives by providing structured, evidence-backed recommendations.

Core Features & Use Cases

  • Content Opportunity Mining: Identify content gaps, revisit-worthy takes, guest callbacks, and clip discoveries from archive materials.
  • Custom Mining Modes: Utilize four modes to target specific content opportunities, including Gap Mining, Revisit Mining, Callback Mining, and Clip Mining.
  • Use Case: For instance, if a creator wants to find fresh content ideas within their archive about a trending topic, they can use this Skill to retrieve evidence-based suggestions.

Quick Start

To start the content miner, specify the topic you want to explore: 'run content-miner with the topic [your_topic]'.

Frequently Asked Questions about content-miner

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

FAQPage Schema
How do I find fresh content ideas from my existing episode transcripts?

To find fresh content ideas from episode transcripts, you can use targeted archive mining modes. This process searches your curated episode archives to generate evidence-backed recommendations by identifying content gaps, revisiting past takes, and discovering relevant clips.

What is the best way to identify content gaps in a podcast archive?

The best way to identify content gaps in a podcast archive is by applying a specialized Gap Mining mode. This approach analyzes your episode indexes to pinpoint missing topics and generate structured, evidence-based content suggestions.

How do I mine my episode transcripts to find relevant guests for a trending topic?

You mine episode transcripts to find relevant guests for a trending topic by using Callback Mining mode. This searches your archive indexes to locate past guests who discussed the topic, providing evidence-backed guest recommendations for new episodes.

Can I search a specific topic across my episode archive to find clip discoveries?

Yes, you can search a specific topic across your episode archive to find clip discoveries by running the content miner with your chosen topic. It operates across four distinct mining modes, including Clip Mining, to retrieve targeted content opportunities.

Do I need file access to episode indexes and transcripts for archive mining?

Yes, you need file access to episode indexes and transcripts for archive mining. The Skill requires these files to search the curated archive and generate structured, evidence-backed content recommendations across its four mining modes.