← All skills
media-judge
77 / 100 · Review before installing
Check before installing. Some of what it can do is expected: a media skill usually calls an AI service over the internet.
By vargHQ/skills (GitHub) · media · 25 stars · scanned at commit 72e8109
Judge a finished AI-made video, image or track by measuring it, then rank takes on the defects found. One command reads every frame and writes facts with timestamps and evidence: broken frames, banding after a simulated X or YouTube upload, numbers that jiggle, spelling, too much on screen, nothing leading the eye, motion with no cause, pinned graphics, sliding labels, a face, outfit or light that changed, sound after the cut, loudness, voice against the script, and distance to references again…
Works with any agent that supports SKILL.md skills.
What this skill can do
Downloads and installs other software
The author does not mention this.
Found in 15 places.
Show 12 more
- README.md, line 20
npx skills add vargHQ/skills --skill caption-styles -a codex # one skill, one agent - README.md, line 283
| Any agent (Claude Code, Codex, Cursor, Grok, Gemini CLI, Copilot, OpenCode and 60+ more) | `npx skills add vargHQ/skills` or one skill: `npx skills add vargHQ - README.md, line 297
- **Update skills installed with the skills CLI:** `npx skills update`. - README.md, line 298
- **Pick agents and scope:** `npx skills add vargHQ/skills --skill varg-ai -a claude-code -a codex -g -y` (`-g` global, `-y` no prompts, `--list` to see every s - README.md, line 299
- **OpenCode:** `npx skills add vargHQ/skills -a opencode -g`, or copy one skill folder to `~/.config/opencode/skills/<skill>/`. - how-to/consistent-character-ai-video/README.md, line 14
npx skills add vargHQ/skills --skill character-passport --skill varg-consistent-characters --skill varg-character-design --skill varg-video-prompting --skill me - how-to/edit-video-with-claude-code/README.md, line 14
npx skills add vargHQ/skills --skill edit-footage-with-code --skill varg-video-editing --skill short-form-ffmpeg-cookbook --skill caption-styles --skill varg-vi - how-to/kling-4-and-seedance-prompt-guide/README.md, line 14
npx skills add vargHQ/skills --skill video-animate --skill varg-video-prompting --skill kling-4-prompting --skill kling-4-keyframe-film --skill kling-4-action-m - how-to/make-a-faceless-youtube-video/README.md, line 14
npx skills add vargHQ/skills --skill video-script --skill video-sound --skill video-asset-sources --skill varg-ai --skill caption-styles --skill varg-dropship-r - how-to/make-a-product-launch-video/README.md, line 14
npx skills add vargHQ/skills --skill video-script --skill app-ui-mockups --skill kinetic-type-art --skill maps-and-data-motion --skill title-design --skill tran - how-to/make-an-ai-movie/README.md, line 14
npx skills add vargHQ/skills --skill video-script --skill find-references --skill video-moodboard --skill character-passport --skill varg-mockups --skill video- - how-to/make-an-ai-music-video/README.md, line 14
npx skills add vargHQ/skills --skill varg-music-video --skill kinetic-type-art --skill caption-styles --skill motion-formats --skill kling-4-keyframe-film --ski
Runs commands on your computer
The author does not mention this.
Found in 14 places.
Show 11 more
- media-judge/references/recipes/sound_vs_cuts.py, line 10
raw = subprocess.run(["ffmpeg", "-v", "error", "-i", path, "-f", "f32le", "-ac", "1", "-ar", str(sr), "-"], capture_output=True).stdout - media-judge/scripts/mj_audio.py, line 23
proc = subprocess.run(cmd, capture_output=True) - media-judge/scripts/mj_common.py, line 29
def run(cmd: list[str], check: bool = True, **kw) -> subprocess.CompletedProcess: - media-judge/scripts/mj_common.py, line 30
return subprocess.run(cmd, check=check, capture_output=True, text=True, **kw) - media-judge/scripts/mj_common.py, line 149
proc = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.DEVNULL) - media-judge/scripts/mj_common.py, line 168
proc = subprocess.run(cmd, capture_output=True) - media-judge/scripts/mj_text.py, line 47
proc = subprocess.run(["tesseract", "stdin", "stdout", "--psm", "11", "tsv"], input=buf.tobytes(), capture_output=True) - media-judge/scripts/mj_text.py, line 491
raw = subprocess.run(cmd, capture_output=True).stdout - media-judge/tests/make_fixtures.py, line 39
data = subprocess.run(cmd, capture_output=True).stdout - media-judge/tests/make_fixtures.py, line 118
p = subprocess.Popen(cmd, stdin=subprocess.PIPE) - media-judge/tests/run_bench.py, line 27
p = subprocess.run(cmd, capture_output=True, text=True)
Connects to the internet
This is disclosed by the author in the skill's SKILL.md or README. Expected for a media skill.
Found in 3 places.
Safer alternatives
Low-risk skills in the same category (media) that look related. Check that one does what you need.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'media-judge' ] || [ -L ~/.agents/skills/'media-judge' ]; then echo 'A skill folder named media-judge already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/vargHQ/skills' "$d" && git -C "$d" checkout --quiet '72e8109188e3366ba8d365902a84d6b237dec1d7' -- 'media-judge' && mkdir -p ~/.agents/skills && cp -R "$d"/'media-judge' ~/.agents/skills/'media-judge' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'media-judge' ~/.claude/skills/'media-judge' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for vargHQ/skills shows the score of its lowest-scoring skill.
[](https://zalavijaysinh.github.io/skilltrust/repos/vargHQ/skills/)
Score history
| Date | Version | Score |
|---|
| 2026-11-07 | 72e8109 | 80 |