Agent skill · Media & Video

anime-animation-production

Produce anime-style and stylized 2D animation with generative image and video tools as a craft discipline, not a filter. Use when a request asks for anime, manga-style, cel-shaded, sakuga, shonen/shojo/seinen/slice-of-life, mecha, or retro-90s-OVA animation; when planning shots, motion, and cutting rhythm to anime convention; when holding a character on-model and preventing style drift across shots or episodes; when choosing prompting vocabulary that actually controls anime look; when pairing voice, music, and impact SFX to stylized action; and when navigating the cultural, IP, and platform

Calesthio43,316★ · +2,384/wk · 2 repos on radarProfile →
claude-codecodexcopilotcursorMIT
Install
npx skills add calesthio/generative-media-skills --skill anime-animation-production --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 36 KB
Bundled scripts: none
Path: skills/production/content-formats/anime-animation-production/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 112 · +8 this week
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

Review
written from the skill's own SKILL.md · Aug 5, 2026

What it does

Produce anime-style and stylized 2D animation with generative image and video tools as a craft discipline, not a filter. Use when a request asks for anime, manga-style, cel-shaded, sakuga, shonen/shojo/seinen/slice-of-life, mecha, or retro-90s-OVA animation; when planning shots, motion, and cutting rhythm to anime convention; when holding a character on-model and preventing style drift across shots or episodes; when choosing prompting vocabulary that actually controls anime look; when pairing voice, music, and impact SFX to stylized action; and when navigating the cultural, IP, and platform-policy sensitivities of AI anime (studio/artist style imitation, fan-art and IP boundaries, disclosure and monetization). This is provider-neutral; models are named only as illustrative options.

How it works

The skill emphasizes that anime is a production grammar rather than a preset, with a focus on surface cel look, limited animation, sakuga moments, and specific visual vocabularies. It instructs to:

  • Prefer prompts that specify cel-shading, flat colors, hard-edge shadows, clean linework, and era-specific lineweights and shading to maintain an authentic anime feel.
  • Apply limited animation techniques (e.g., on twos/threes, held frames) and reserve fluid motion for sakuga moments to avoid overly smooth AI motion.
  • Use prompt categories to control style: medium/technique tag (cel-shaded), genre tag (shonen/shojo/etc.), palette/lighting tags, and line/shading specifics; include negative terms to exclude photorealistic or lineless looks when needed.
  • Plan and enforce consistency across shots: build a character model sheet (settei), curate a small anchor set of reference angles, and anchor generations to references to reduce drift.

When to use it

Use this skill when the deliverable should read as anime or stylized 2D animation — cel-shaded characters, limited-animation feel, anime shot grammar — regardless of the underlying model. Do not reach for this for photoreal or 3D-CG-realistic pieces, or for generic illustrated video without anime intent. If the user says "animated" without specifying anime, confirm the tradition before committing to this grammar.

What it can touch

  • Prompt vocabulary and prompting strategy to control anime style (cel-shaded, genre tags, palette/lighting, line/shading specifics).
  • Reference-based workflow elements: character model sheet, anchor set, per-shot reference conditioning.
  • Guidance on animation cadence (twos, threes, held frames) and sakuga moments.

Caveats

  • Declares provider-neutral stance and lists multiple model names as illustrative options; model capabilities may vary.
  • Addresses IP boundaries, disclosure and monetization policies in anime contexts; verify current platform policies before production.
  • Requires verification against model behavior over time as capabilities change.
From the SKILL.md

# Anime and stylized 2D animation production Anime is not a preset. It is a set of production conventions born from hand-drawn cel animation under tight schedules: flat color, hard-edged shading, deliberately uneven frame timing, and a shot grammar that spends motion where it matters and freezes everywhere else. Generative tools can reproduce the *surface* of that look easily, and the *grammar* al

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About this skill
What does the anime-animation-production skill do?

Produce anime-style and stylized 2D animation with generative image and video tools as a craft discipline, not a filter. Use when a request asks for anime, manga-style, cel-shaded, sakuga, shonen/shojo/seinen/slice-of-life, mecha, or retro-90s-OVA animation; when planning shots, motion, and cutting rhythm to anime convention; when holding a character on-model and preventing style drift across shots or episodes; when choosing prompting vocabulary that actually controls anime look; when pairing voice, music, and impact SFX to stylized action; and when navigating the cultural, IP, and platform

How do I install it?

Run `npx skills add calesthio/generative-media-skills --skill anime-animation-production --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From calesthio/generative-media-skills, a repository with 112 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going