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/mr-kelly/skillsnpx agentmods add skills/mr-kelly/skills/kelly-mvWrote 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/mr-kelly/skills/kelly-mv)<a href="https://agentmods.dev/skills/mr-kelly/skills/kelly-mv"><img src="https://agentmods.dev/badge/skills/mr-kelly/skills/kelly-mv/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/mr-kelly/skills/kelly-mv"><img src="https://agentmods.dev/badge/skills/mr-kelly/skills/kelly-mv.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00149 | $0.02715 |
| Opus 5 | $0.00075 | $0.01358 |
| Sonnet 5 | $0.00030 | $0.00543 |
| Haiku 4.5 | $0.00015 | $0.00271 |
Grade A, and why
kelly-mv 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 12d 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 — 133 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kelly MV
App UI Screenshots
Core Idea
Use this skill as a music-video creative workspace. The app is the human editing surface; the skill is the creative producer: it reasons, drafts, validates, exports, and fulfills the AI-generation requests the app can only queue. The app reads and writes a Busabase workspace — one Folder, four Bases (project/settings/cast/shots) — plus Busabase Drive Assets for every uploaded or generated MP3/image/video.
An MV here is pure picture — no voiceover, no dialogue, no on-screen lyrics. The job is simple: take an existing MP3 and give it visuals. The final video is the storyboard shots played in order over the song. (For voiced/dialogue drama, use kelly-drama instead — that is its job.)
The app has exactly four areas: 概括 (Concept), Song, 角色 (Cast), 分镜 (Storyboard). Keep it that simple — don't reintroduce song sections, timeline tiling, or large per-shot production sheets.
Default to the AirApp for ongoing creative work — give the user the clickable AirApp URL, or run pnpm --dir content/kelly-mv-app dev for a local preview. Use chat-only mode only when the user explicitly asks for "chat only", "no UI", "纯聊天", or similar.
What ships with it
60 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.
- agents/openai.yaml 489 B
- assets/screenshots/cast-zh-CN.webp 130 B
- assets/screenshots/cast.webp 130 B
- assets/screenshots/overview-zh-CN.webp 130 B
- assets/screenshots/overview.webp 130 B
- assets/screenshots/song-zh-CN.webp 130 B
- assets/screenshots/song.webp 130 B
- assets/screenshots/storyboard-zh-CN.webp 130 B
- assets/screenshots/storyboard.webp 130 B
- assets/screenshots/thumbs/cast-zh-CN.webp 130 B
- assets/screenshots/thumbs/cast.webp 130 B
- assets/screenshots/thumbs/overview-zh-CN.webp 130 B
- assets/screenshots/thumbs/overview.webp 130 B
- assets/screenshots/thumbs/song-zh-CN.webp 130 B
- assets/screenshots/thumbs/song.webp 130 B
- assets/screenshots/thumbs/storyboard-zh-CN.webp 130 B
- assets/screenshots/thumbs/storyboard.webp 130 B
- assets/starter-project.json 4.8 KB
- busabase.json 882 B
- content/_folder.json 126 B
- content/cast/base.json 3.0 KB
- content/kelly-mv-app/_node.json 146 B
- content/kelly-mv-app/.busabaseignore 194 B
- content/kelly-mv-app/app/accent-theme.css 8.0 KB
- content/kelly-mv-app/app/accent-theme.js 7.3 KB runs code
- content/kelly-mv-app/app/app.js 15 KB runs code
- content/kelly-mv-app/app/demo-visuals.css 1.6 KB
- content/kelly-mv-app/app/demo-visuals.js 3.5 KB runs code
- content/kelly-mv-app/app/i18n/messages.js 15 KB runs code
- content/kelly-mv-app/app/index.html 6.9 KB
- content/kelly-mv-app/app/js/busabase-client.js 226 B runs code
- content/kelly-mv-app/app/js/config.js 7.7 KB runs code
- content/kelly-mv-app/app/js/connect-gate.js 1.6 KB runs code
- content/kelly-mv-app/app/js/demo-visuals-data.js 4.5 KB runs code
- content/kelly-mv-app/app/js/mv-client.js 4.3 KB runs code
- content/kelly-mv-app/app/js/mv-model.js 7.9 KB runs code
- content/kelly-mv-app/app/js/providers/busabase-provider.js 27 KB runs code
- content/kelly-mv-app/app/js/providers/demo-provider.js 18 KB runs code
- content/kelly-mv-app/app/js/providers/index.js 270 B runs code
- content/kelly-mv-app/app/js/runtime.js 3.4 KB runs code
- content/kelly-mv-app/app/js/workspace-views.js 26 KB runs code
- content/kelly-mv-app/app/styles/base-ui.css 13 KB
- content/kelly-mv-app/app/styles/layers.css 33 B
- content/kelly-mv-app/app/styles/shell.css 20 KB
- content/kelly-mv-app/app/styles/workflow.css 21 KB
- content/kelly-mv-app/app/vendor/busabase-airapp-gate.css 6.1 KB
- content/kelly-mv-app/app/vendor/busabase-airapp-gate.js 11 KB runs code
- content/kelly-mv-app/app/vendor/busabase-airapp.js 552 KB runs code
- content/kelly-mv-app/app/vendor/busabase-sdk.js 787 KB runs code
- content/kelly-mv-app/package.json 1.0 KB
- content/kelly-mv-app/pnpm-lock.yaml 5.2 KB
- content/kelly-mv-app/pnpm-workspace.yaml 50 B
- content/kelly-mv-app/scripts/check.mjs 4.2 KB runs code
- content/kelly-mv-app/server.js 5.9 KB runs code
- content/kelly-mv-app/test/mv-model.test.mjs 7.0 KB runs code
- content/project/base.json 2.0 KB
- content/project/records.ndjson 1.9 KB
- content/settings/base.json 1.8 KB
- content/shots/base.json 3.4 KB
- package.json 733 B
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.
- 12d ago First seen · 133 lines · 149 tokens per session scan A 9dfb76a84b0c
kelly-mv is a skill published in the GitHub repository mr-kelly/skills (5 stars, last pushed yesterday), licensed MIT. It adds 149 tokens to every session and 2,715 once invoked, about $0.0007 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 2026-08-31.
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