Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/WhiteTowerAI/cut-as-codenpx agentmods add skills/whitetowerai/cut-as-code/video-add-content-cardsWrote 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.
[](https://agentmods.dev/skills/whitetowerai/cut-as-code/video-add-content-cards)<a href="https://agentmods.dev/skills/whitetowerai/cut-as-code/video-add-content-cards"><img src="https://agentmods.dev/badge/skills/whitetowerai/cut-as-code/video-add-content-cards/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.
<a href="https://agentmods.dev/skills/whitetowerai/cut-as-code/video-add-content-cards"><img src="https://agentmods.dev/badge/skills/whitetowerai/cut-as-code/video-add-content-cards.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium MCP Rug Pull · line 17 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium Excessive Agency · line 224 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00048 | $0.04492 |
| Opus 5 | $0.00024 | $0.02246 |
| Sonnet 5 | $0.00010 | $0.00898 |
| Haiku 4.5 | $0.00005 | $0.00449 |
Grade A, and why
video-add-content-cards 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.
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.
How it starts
The opening of the file, as written. The whole thing — 405 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Video Add Content Cards
Turn approved semantic moments into one coherent HyperFrames graphics overlay. Use shared evidence and the canonical timeline; do not re-transcribe or re-analyze the source inside this skill.
Dependencies
/video-understand is a prerequisite. Run it first so cards use validated
semantic evidence and the canonical timeline.
Before starting, verify that it is installed. If it is not, warn the user that
this prerequisite is missing and stop before processing media.
Require ffmpeg on PATH, Python, and Node.js >= 22 (for npx hyperframes, fetched on demand). hyperframes render/snapshot drives a headless Chrome — it manages its own chrome-headless-shell, and falls back to a system Chrome (set CHROME to override) when the cached one is unusable. Check these before processing media.
Inputs
work/project.json: operation revisions and dependencieswork/understand/understanding.json: reviewed semantic moments and evidencework/timeline.json: source-to-program mapping, or an identity timeline when no cut exists- optional selected color-grade revision when contrast or palette is judged against that look
The skill is valid without a cut or color grade. When captions are active, run them first,
depend on their current revision, and treat their occupied region as a hard exclusion zone.
Content cards must precede graphic motion whenever both are active. These relative rules apply
to every selected pair. Declare only dependencies actually consumed and record their current
revisions in based_on.
Treat the visible face and head silhouette of every primary or foreground person, speaker, presenter, interviewee, or semantically important person as a hard exclusion zone throughout the complete card cue, including entrances and exits. An incidental background-only person who is not a narrative or visual focus is exempt; protect uncertain cases. If a card intersects a protected face or head, reposition it first, then scale or redesign it. Skip the card when no compliant placement exists.
What ships with it
17 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.
- assets/content-cards-review.html 26 KB
- assets/fonts/Lexend-VariableFont_wght.ttf 170 KB
- examples/build-gallery.mjs 9.4 KB runs code
- examples/gallery-animated.html 25 KB
- examples/index-air.html 52 KB
- examples/index-almanac.html 52 KB
- examples/index-apex.html 50 KB
- examples/index-dotgrid.html 49 KB
- examples/index-editorial.html 54 KB
- examples/index-teal.html 48 KB
- examples/shoot.mjs 5.2 KB runs code
- reference/chart-data.md 4.5 KB
- reference/ux-design.md 4.5 KB
- reference/ux-implementation-plan.md 5.0 KB
- scripts/apply_cards_review.py 7.0 KB runs code
- scripts/build_cards_plan.py 13 KB runs code
- scripts/build_review_page.py 11 KB runs code
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.
- 10d ago First seen · 405 lines · 48 tokens per session scan A 2e7efe50fdb1
video-add-content-cards is a skill published in the GitHub repository WhiteTowerAI/cut-as-code (11 stars, last pushed 17d ago), licensed MIT. It adds 48 tokens to every session and 4,492 once invoked, about $0.0002 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 2026-08-30.
Other skills, from other repositories
smart-video-editor
A video-editing workflow that examines raw clips, selects usable moments, arranges them into a story, and renders a finished video with FFmpeg.
create_profile_style_skill
A workflow for turning a person's video-editing habits into a reusable editing skill file. It examines choices such as pacing, storytelling, audio, subtitles, colour, transitions, and recurring editing rules.
subtitle_imitation_skill
A video-writing workflow that rewrites a script to match the style of reference text supplied by the user. It uses the footage analysis and reference sample while keeping the script tied to what is actually shown.
premiere-pro-mcp
Install, verify, troubleshoot, and operate the Adobe Premiere Pro MCP server. Use when a user wants an agent to set up Premiere MCP, connect Claude Code/Codex/Claude Desktop, control Premiere, import media, build sequences, edit timelines, apply effects, or diagnose bridge issues.
ai_transition_editing_skill
A video-editing workflow that connects existing clips with AI-generated transitions. It can organize clips, choose background music, build a timeline, and render the finished video.
default_editing_workflow_skill
A general video-editing workflow for turning uploaded or found footage into a finished video. It covers loading clips, organizing a story, adding text, voiceover, music, and effects, then rendering the result.