podcast-generation

podcast-generation is a skill for Claude Code, Codex from CamiProject/semantic-deer-flow. It costs 38 tokens per session (1,885 once invoked), scanned A, a copy of podcast-generation, MIT.

A process for turning written material into a podcast with two hosts speaking in a natural conversation. It creates a dialogue script and converts that script into a mixed MP3 audio file using text-to-speech.

In plain words
What is it for?
Use it to turn articles, reports, or documentation into two-host podcast scripts and finished audio episodes.
Why use it?
It saves the work of rewriting articles, reports, or documentation into spoken dialogue and producing the audio. It supports both English and Chinese content.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to turn articles, reports, or documentation into two-host podcast scripts and finished audio episodes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/camiproject/semantic-deer-flow/podcast-generation
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add CamiProject/semantic-deer-flow --skill podcast-generation
Clone the repo
git clone --depth 1 https://github.com/CamiProject/semantic-deer-flow

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for podcast-generation

README.md
[![agentmods](https://agentmods.dev/badge/skills/camiproject/semantic-deer-flow/podcast-generation/github.svg)](https://agentmods.dev/skills/camiproject/semantic-deer-flow/podcast-generation)
Your own site
<a href="https://agentmods.dev/skills/camiproject/semantic-deer-flow/podcast-generation"><img src="https://agentmods.dev/badge/skills/camiproject/semantic-deer-flow/podcast-generation/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for podcast-generation

Your own site · 80×15
<a href="https://agentmods.dev/skills/camiproject/semantic-deer-flow/podcast-generation"><img src="https://agentmods.dev/badge/skills/camiproject/semantic-deer-flow/podcast-generation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,885 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00038 $0.01885
Opus 5 $0.00019 $0.00942
Sonnet 5 $0.00008 $0.00377
Haiku 4.5 $0.00004 $0.00188

Measured 10d ago against content hash bd6929fb8047, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

podcast-generation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/generate.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to podcast-generation — 4 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/public/podcast-generation/SKILL.md · 204 lines

How it starts

The opening of the file, as written. The whole thing — 204 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Podcast Generation Skill

Overview

This skill generates high-quality podcast audio from text content. The workflow includes creating a structured JSON script (conversational dialogue) and executing audio generation through text-to-speech synthesis.

Core Capabilities

  • Convert any text content (articles, reports, documentation) into podcast scripts
  • Generate natural two-host conversational dialogue (male and female hosts)
  • Synthesize speech audio using text-to-speech
  • Mix audio chunks into a final podcast MP3 file
  • Support both English and Chinese content

Workflow

Step 1: Understand Requirements

When a user requests podcast generation, identify:

  • Source content: The text/article/report to convert into a podcast
  • Language: English or Chinese (based on content)
  • Output location: Where to save the generated podcast
  • You don't need to check the folder under /mnt/user-data

Step 2: Create Structured Script JSON

Generate a structured JSON script file in /mnt/user-data/workspace/ with naming pattern: {descriptive-name}-script.json

The JSON structure:

{
  "locale": "en",
  "lines": [
    {"speaker": "male", "paragraph": "dialogue text"},
    {"speaker": "female", "paragraph": "dialogue text"}
  ]
}

Step 3: Execute Generation

Call the Python script:

python /mnt/skills/public/podcast-generation/scripts/generate.py \
  --script-file /mnt/user-data/workspace/script-file.json \
  --output-file /mnt/user-data/outputs/generated-podcast.mp3 \
  --transcript-file /mnt/user-data/outputs/generated-podcast-transcript.md

Parameters:

  • --script-file: Absolute path to JSON script file (required)
  • --output-file: Absolute path to output MP3 file (required)
  • --transcript-file: Absolute path to output transcript markdown file (optional, but recommended)

[!IMPORTANT]

  • Execute the script in one complete call. Do NOT split the workflow into separate steps.
  • The script handles all TTS API calls and audio generation internally.
  • Do NOT read the Python file, just call it with the parameters.
  • Always include --transcript-file to generate a readable transcript for the user.
  • The TTS provider and its concurrency are selected automatically from environment variables — you do not choose or tune them.

Read the full file on GitHub · 204 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 204 lines · 38 tokens per session scan A bd6929fb8047

Subscribe to this mod's changes

podcast-generation is a skill published in the GitHub repository CamiProject/semantic-deer-flow (21 stars, last pushed 1mo ago), licensed MIT. It adds 38 tokens to every session and 1,885 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to podcast-generation, differing in 4 lines, and is treated as a copy.

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