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.
npx skills add calesthio/generative-media-skills --skill music-video-productiongit clone --depth 1 https://github.com/calesthio/generative-media-skillsWrote 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/calesthio/generative-media-skills/music-video-production)<a href="https://agentmods.dev/skills/calesthio/generative-media-skills/music-video-production"><img src="https://agentmods.dev/badge/skills/calesthio/generative-media-skills/music-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.
<a href="https://agentmods.dev/skills/calesthio/generative-media-skills/music-video-production"><img src="https://agentmods.dev/badge/skills/calesthio/generative-media-skills/music-video-production.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00095 | $0.05949 |
| Opus 5 | $0.00048 | $0.02975 |
| Sonnet 5 | $0.00019 | $0.01190 |
| Haiku 4.5 | $0.00010 | $0.00595 |
Grade A, and why
music-video-production 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 — 416 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Music Video Production
Use this skill to turn a song into a coherent, rights-aware, platform-ready video package. Treat the song as the fixed spine: the video exists to amplify its structure, artist identity, lyrics, and release goal.
Do not treat this as generic video generation. Music videos need beat maps, phrase maps, lyric accuracy, sync review, rights notes, performance direction, platform-specific cutdowns, and approval checkpoints.
Ground rules
- Keep the master audio unchanged unless the artist, label, or client approves a radio edit, clean edit, stem edit, speed change, fade, or shortened version.
- Never invent rights clearance. Record what is cleared, unknown, platform-provided, licensed, royalty-free, public-domain, or generated.
- Do not provide legal advice. Flag clearance, likeness, endorsement, union, label, distributor, or platform-risk questions for the client, rights holder, label, manager, or counsel.
- Re-check platform rules at production time. Music libraries, AI labels, commercial disclosure tools, ad specs, and upload limits change often.
- Separate documented facts from production heuristics. Facts should trace to current sources; heuristics are creative recommendations.
- Preserve provenance: song source, lyric source, stems, edits, models, prompts, seeds when available, consent documents, licenses, platform checks, and review notes.
Intake
Collect enough information before concepting:
- Song package
- final audio file, duration, sample rate, bit depth, loudness target if known
- song title, artist name, featured artists, version name, ISRC/UPC if released
- approved lyrics, explicit/clean status, lyric translation if needed
- optional stems: vocal, instrumental, drums, bass, melody, ad-libs
- BPM, key, time signature, section labels if known
- Release and audience
- goal: premiere, visualizer, lyric video, fan engagement, paid campaign, tour promo, album rollout, short-form hook testing
- target platforms and aspect ratios
- due date, review approvers, approval order, locked brand/artist guidelines
- Rights and safety
- who owns or controls the master and composition
- whether sync use, social use, paid ad use, territory, term, and platform rights are cleared
- whether any samples, interpolations, remixes, covers, or third-party stems are present
- whether any brand, product, venue, artwork, tattoo, logo, prop, or recognizable person needs clearance
- whether AI-generated video, voice, likeness, choreography references, or style references will be used
- Creative references
- 2-5 reference videos with what to borrow: pacing, lighting, blocking, edit rhythm, typographic treatment, camera language, color, surrealism level
- what not to copy: artist likenesses, exact choreography, protected logos, distinctive set pieces, shot-for-shot structures
What ships with it
1 file 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.
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 · 416 lines · 95 tokens per session scan A dfd52094281f
music-video-production is a skill published in the GitHub repository calesthio/generative-media-skills (170 stars, last pushed 2mo ago), licensed MIT. It adds 95 tokens to every session and 5,949 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 2026-08-30.
Other skills, from other repositories
cliptalk-cover-director
Produces evidence-backed cover candidates and reviewable cover variants for a ClipTalk video. Use when the user asks for a cover, poster frame, thumbnail, or multiple cover directions; do not use for timeline editing or social-video reframing.
cliptalk-smart-reframe
Creates a subject-aware, time-varying crop track and a review-only social-format preview from an accepted ClipTalk cut. Use for automatic vertical, square, or portrait reframing; do not use for a fixed manual crop or before content editing is accepted.
cliptalk-content-extractor
Locates and assembles source passages matching a semantic request. Use for extracting explanations, topics, quotes, demonstrations, or other specifically described content.
cliptalk-interview-editor
Produces a coherent interview edit by combining speaker discovery, topic selection, dialogue context, cleanup, subtitles, and preview. Use for interviews, podcasts, testimonials, or question-and-answer recordings.
cliptalk-shortform-hook-director
Finds and assembles a reviewable short-form cut with a strong opening hook. Use for Shorts, Reels, social clips, talking-head cutdowns, or requests for a punchier opening.
cliptalk-social-reframe-exporter
Creates a review-only 9:16, 4:5, 1:1, or 16:9 version from an existing accepted ClipTalk cut, then checks the rendered preview. Use only when a cut already exists and the user asks to adapt it for Shorts, Reels, Douyin, Xiaohongshu, WeChat Channels, or square feeds; do not use when the user still needs content found…