video-production

video-production is a skill for Claude Code, Codex from Aaryan-Kapoor/video-production-skill. It costs 85 tokens per session (1,766 once invoked), scanned A, original, MIT.

An end-to-end process for producing narrated videos, from research and scripting through rendering and quality checks.

In plain words
What is it for?
Creating explainers, paper walkthroughs, product demos, briefings, and other videos with storyboards, generated visuals, narration, rendering, quality control, and optional hosting.
Why use it?
It connects research, source material, visuals, voiceover, and verification so the result is a finished video rather than only a plan.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: built for openclaw.

Good fit Creating explainers, paper walkthroughs, product demos, briefings, and other videos with storyboards, generated visuals, narration, rendering, quality control, and optional hosting.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/aaryan-kapoor/video-production-skill/video-production
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 Aaryan-Kapoor/video-production-skill --skill video-production
Clone the repo
git clone --depth 1 https://github.com/Aaryan-Kapoor/video-production-skill

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 video-production

README.md
[![agentmods](https://agentmods.dev/badge/skills/aaryan-kapoor/video-production-skill/video-production/github.svg)](https://agentmods.dev/skills/aaryan-kapoor/video-production-skill/video-production)
Your own site
<a href="https://agentmods.dev/skills/aaryan-kapoor/video-production-skill/video-production"><img src="https://agentmods.dev/badge/skills/aaryan-kapoor/video-production-skill/video-production/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 video-production

Your own site · 80×15
<a href="https://agentmods.dev/skills/aaryan-kapoor/video-production-skill/video-production"><img src="https://agentmods.dev/badge/skills/aaryan-kapoor/video-production-skill/video-production.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 85 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,766 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original 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 $0.00085 $0.01766
Opus 5 $0.00043 $0.00883
Sonnet 5 $0.00017 $0.00353
Haiku 4.5 $0.00009 $0.00177

Measured 13d ago against content hash 9e2428efb6f0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

video-production scanned grade A with 1 finding 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 13d ago.

The scan reads SKILL.md. This mod also ships 4 executable files (scripts/archive_video.py, scripts/host_video.py, scripts/init_video_job.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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

Then run the printed server command in the background, verify with `curl -I`, and send the URL. Host only the intended video file.
skills/video-production/SKILL.md · 149 lines

How it starts

The opening of the file, as written. The whole thing — 149 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Video Production

Core Rule

Treat a video request as a finished deliverable, not a plan. Research, script, produce, render, verify, archive, and deliver or host unless blocked by missing access, missing dependencies, or an explicit user constraint.

When the user gives broad creative freedom, preserve the "go all out" standard: polished visuals, clear narrative, source-grounded claims, animated diagrams/charts, narration, caveats, and a strong takeaway.

Compatibility

Requires Python 3.10+ and ffmpeg/ffprobe. Recommended optional tools: Manim, Kokoro or another TTS stack, poppler-utils, Pillow, and Tailscale for private hosting. Kokoro can be wired portably with KOKORO_PYTHON, KOKORO_TTS_DIR, KOKORO_VOICE, and KOKORO_LANG_CODE; do not hardcode user-specific install paths.

Workspace Contract

Use a durable workspace. By default the helper scripts use:

$VIDEO_PRODUCTION_ROOT if set, otherwise ~/video-productions/
├── jobs/<YYYY-MM-DD-HHMM-slug>/
│   ├── assets/      # durable source figures, crops, tables, screenshots
│   ├── audio/       # narration segments + final voiceover
│   ├── frames/      # QC preview frames
│   ├── src/         # Manim/Python scripts, storyboard, segments.json
│   ├── renders/     # intermediate renders
│   ├── exports/     # final videos for this job
│   ├── logs/
│   └── manifest.json
├── backups/<YYYY-MM-DD>/   # copy every finished video here
├── serve/<slug>/           # one-file hosting dirs
└── current -> jobs/latest

For OpenClaw, run scripts with {baseDir}. For other agents, resolve scripts/... relative to this skill folder.

Initialize every non-trivial video job:

python {baseDir}/scripts/init_video_job.py "Topic or title" --prompt "original user prompt" [--source URL_OR_PATH]

Archive every completed MP4:

python {baseDir}/scripts/archive_video.py path/to/final.mp4 --job "$VIDEO_PRODUCTION_ROOT/current"

Use /tmp/video-production-<slug>/ only for disposable intermediates. Keep durable sources, scripts, final renders, and QC frames in the job folder.

Read the full file on GitHub · 149 lines

Files

What ships with it

6 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. 13d ago First seen · 149 lines · 85 tokens per session scan A 9e2428efb6f0

Subscribe to this mod's changes

video-production is a skill published in the GitHub repository Aaryan-Kapoor/video-production-skill (15 stars, last pushed 2mo ago), licensed MIT. It adds 85 tokens to every session and 1,766 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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