paper-to-dialogue-video

paper-to-dialogue-video is a skill for Codex from Chloris-Blaxk/inno-agent-hub. It costs 91 tokens per session (1,136 once invoked), scanned A, original, no licence file.

A workflow for turning an academic paper or PDF into a source-checked Chinese two-host podcast and video package.

In plain words
What is it for?
Use it to create a paper-based podcast script, synchronized subtitles, paper-figure visuals, and a vertical animated presentation.
Why use it?
It reduces the work of adapting research into a dialogue, checking the script, and coordinating audio, subtitles, figures, and animation.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it to create a paper-based podcast script, synchronized subtitles, paper-figure visuals, and a vertical animated presentation.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/chloris-blaxk/inno-agent-hub/paper-to-dialogue-video
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 Chloris-Blaxk/inno-agent-hub --skill paper-to-dialogue-video
Clone the repo
git clone --depth 1 https://github.com/Chloris-Blaxk/inno-agent-hub

Made for: 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 paper-to-dialogue-video

README.md
[![agentmods](https://agentmods.dev/badge/skills/chloris-blaxk/inno-agent-hub/paper-to-dialogue-video/github.svg)](https://agentmods.dev/skills/chloris-blaxk/inno-agent-hub/paper-to-dialogue-video)
Your own site
<a href="https://agentmods.dev/skills/chloris-blaxk/inno-agent-hub/paper-to-dialogue-video"><img src="https://agentmods.dev/badge/skills/chloris-blaxk/inno-agent-hub/paper-to-dialogue-video/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 paper-to-dialogue-video

Your own site · 80×15
<a href="https://agentmods.dev/skills/chloris-blaxk/inno-agent-hub/paper-to-dialogue-video"><img src="https://agentmods.dev/badge/skills/chloris-blaxk/inno-agent-hub/paper-to-dialogue-video.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 91 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,136 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 unknown No closer match found 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 $0.00091 $0.01136
Opus 5 $0.00046 $0.00568
Sonnet 5 $0.00018 $0.00227
Haiku 4.5 $0.00009 $0.00114

Measured 4d ago against content hash aacc708421c5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

paper-to-dialogue-video 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 4d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/build_episode.py, scripts/export_video.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.

skill-library/paper-to-dialogue-video/SKILL.md · 62 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 4d ago Changed · +2 lines aacc708421c5
  2. 9d ago First seen · 60 lines · 91 tokens per session scan A c4111f2b1d97

Subscribe to this mod's changes

paper-to-dialogue-video is a skill published in the GitHub repository Chloris-Blaxk/inno-agent-hub (12 stars, last pushed 6d ago), with no licence file. It adds 91 tokens to every session and 1,136 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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