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podcast-ops

Convert podcast RSS feeds or transcripts into a cross-platform content calendar.

15|3|Updated Apr 9, 2026
Search Tags:#threads#podcast#content-calendar#content-pipeline#blog-outline#content-ops#video-clips
One-click install
npx skills add https://github.com/LazyIsEfficient/agentic-os --skill podcast-ops
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: podcast-ops
Source: https://github.com/LazyIsEfficient/agentic-os/tree/main/.claude/skills/podcast-ops
Command: npx skills add https://github.com/LazyIsEfficient/agentic-os --skill podcast-ops

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires anthropic, openai, feedparser, requests, python-dateutil, python-slugify, tqdm, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Podcast teams often struggle to repurpose episodes into a consistent, multi-channel content calendar. The Podcast Ops Skill automates ingestion, analysis, and production of cross-platform content from a single episode into clips, threads, articles, newsletters, and more, saving time and improving reach.

Core Features & Use Cases

  • Ingest and analyze: Accepts RSS feeds, raw transcripts, or batch processing to extract episode content and context.
  • Editorial Brain & content generation: Extracts narrative arcs, quotes, data points, stories, frameworks, and predictions, then generates platform-native pieces for seven formats per episode.
  • Viral scoring, dedup, and scheduling: Applies scoring, removes overlaps, and builds a publish calendar across Twitter/X, LinkedIn, YouTube Shorts/TikTok, newsletters, and blogs.
  • Output organization: Writes outputs to a structured directory with transcripts, atoms, content_pieces, and calendar data for reproducibility.

Quick Start

Process a podcast RSS feed or local transcript to generate a cross-platform content calendar.

Frequently Asked Questions about podcast-ops

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

FAQPage Schema
How do I turn a podcast RSS feed into a multi-channel content calendar?▼

To turn a podcast RSS feed into a content calendar, ingest the audio content via the feed link to automatically extract transcripts, generate platform-native pieces like threads and video clips, and schedule the outputs across your social platforms.

Can I repurpose raw podcast transcripts into Twitter threads and blog outlines?▼

Yes, you can process raw podcast transcripts to extract narrative arcs and quotes, automatically generating platform-native outputs including Twitter threads, blog outlines, newsletters, and quote cards for your content pipeline.

What is the best way to batch process podcast episodes for cross-platform content?▼

Batch processing podcast episodes for cross-platform content involves ingesting multiple RSS entries at once, applying editorial analysis to extract atoms, scoring the generated pieces, and deduplicating the outputs before scheduling them into a unified calendar.

Does this content ops workflow generate video clips for YouTube Shorts and TikTok?▼

Yes, the content ops workflow generates video clips formatted specifically for YouTube Shorts and TikTok, alongside articles and newsletters, by extracting key narrative atoms and quotes from the ingested podcast episodes.

Do I need an OpenAI or Anthropic API key to generate a podcast content pipeline?▼

Yes, you need either an Anthropic or OpenAI API key to run the editorial brain, which performs the narrative analysis, content generation, and scoring required to build and deduplicate your podcast content pipeline.

What file formats and structure are output when converting podcasts into content?▼

Converting podcasts into content outputs a structured directory containing raw transcripts, extracted atoms, generated content pieces, and calendar data, ensuring reproducibility across your cross-platform publishing workflow.

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