creator-generalist

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Bu listing icin henuz AI raporu yok.

SUMMARY

AI agent skills to be professional at 2D and 3D

README.md

creator-generalist: 2D and 3D skills for AI agents, with a water mill cutaway, a low-poly character and a Silk Road map made with them

License: MIT 2D and 3D Claude Code plugin Works with Codex, Cursor, Gemini CLI and OpenCode

Install the pack one time. After that, your agent can work like a 2D and 3D generalist and a small game studio.
Use it to make content, videos and Shorts for YouTube, TikTok, Facebook, Instagram and X.
You do not call a skill by name. Ask for the work and the matching skill loads, or start one with /3dg, /2dg or /gameg.
Before it builds, the agent asks a few short questions about whatever your request leaves open (purpose, platform, format, look), each with a suggested answer. It then shows a cheap preview, so the result matches what you meant.

One prompt, one result

Each clip below came from the prompt above it, made with these skills for this README.

/3dg cutaway a 14th-century water mill, wheel turning the millstones /3dg character turn this turnaround sheet into a low-poly anime character /2dg map the Silk Road from Chang'an to Constantinople with a true-scale timeline
A 3D water mill cutaway with the wheel, gears and water moving A low-poly anime character with teal hair and a yellow raincoat, turning with an idle loop A 2D Silk Road map where the route draws on and timeline pins rise

The skills

Three main skills run the whole piece. They call the craft and tool skills for each step, and you can ask for any of
those on its own too.

Main skills

Skill Ask for You get
3d-generalist a 3D Short, a cutaway build, a story scene, a world, a rigged character, a hero asset A scripted and animated 3D piece in Blender, Three.js or 67js, built from real CC0 and CC BY scans and checked by a QA gate before you see a preview
2d-generalist a Vox or Johnny Harris style explainer graphic A footage-led Vox look with flat paper cards, print-bordered real photos, highlighters, maps, charts and true-scale timelines (torn paper, halftone and grain only as opt-in stylised looks), made with free tools
game-generalist a game prototype, a small original game, a game jam entry, a feel and QA pass on a playable A playable greybox you try before any art, a locked look, an original game on web (three.js, Phaser, canvas), Godot, Unity or Unreal, and a playtest report from scripted bots (errors, win and lose paths, restart, determinism, frame time, softlocks) with a playable link and a 30 to 60 s capture

Craft skills

Skill Ask for You get
model-characters a 3D character from a drawing, a turnaround or an idea Routes for low poly (PS1, N64, chibi, anime, mascot), stylized sculpt, clean base mesh and realistic humans, with a reference measurer and a mesh checker
sculpt-models a sculpted head, creature, rock, cliff or worn prop Form hierarchy and anatomy, surface layers by scale, rock and terrain fracture logic, Blender 5.x sculpt tools, retopo and bake, a silhouette and mesh checker, and a procedural rock example
animate-characters character motion in 2D or 3D The 12 principles for both media, timing and spacing, Graph Editor curves, walk and idle cycles, acting beats, face swaps, frame by frame in Krita and Grease Pencil, cut-out
rig-characters a rig for a character, face, prop or puppet Bone naming, Rigify, weights, IK with poles, IK/FK snapping, face rigs, mechanical rigs, 2D cut-out rigs and export to Unity, Godot and glTF
draw-and-paint-art drawing, painting or a figure check Gesture and construction, anatomy and foreshortening, light and form, colouring grayscale, Krita and Grease Pencil, turnaround sheets for 3D
paint-stylized-backgrounds a background in any style Blender render settings, 3D blockout and paint-over, brushes, time-of-day variants, parallax, wind, water and particle effects

Tool skills

Skill Ask for You get
use-3d-software any step in Blender, three.js, Godot, Unity or Unreal, or moving an asset between them About 250 Blender recipes with 5.x names, three.js loading and colour steps, Godot, Unity and Unreal guides, export rules for GLB and FBX, and a Cinema 4D, Houdini, Maya and 3ds Max map
edit-video any edit in Resolve, CapCut, Premiere, Kdenlive, Shotcut or FFmpeg Cutting craft for Shorts and YouTube (hook, pacing, beat sync, captions, safe zones, loudness, platform export), Resolve transitions, shakes, retimes, Fusion effects and grades, FFmpeg recipes, and a map from After Effects and Premiere plugins to free tools

Learning skill

Skill Ask for You get
watch-video watching a video, copying its style, or turning a tutorial channel into a skill Frame sheets, cuts, spectrograms and a sound timeline, transcripts in many languages, a remake recipe, and a channel-to-skill pipeline that checks names against the installed software, reads values from full-size frames and compares with current docs. It can also draw what it read and concluded onto the video (OCR boxes, timestamped claims, speech) so you can check it

Sound skill

Skill Ask for You get
design-sound SFX, foley, music or a mix for a video, game or reel A sound library searched by meaning (CLAP) with sheets to look at before choosing, web and ElevenLabs fetching, foley generated from a silent film with a local video-to-audio model (HunyuanVideo-Foley), an effects stem placed from an event list, music fitted to the cut, and a mix to platform loudness checked for sync, masking and phone audibility

model-characters, sculpt-models, use-3d-software, animate-characters and rig-characters come with the 3d-generalist plugin. edit-video, draw-and-paint-art and paint-stylized-backgrounds come with the 2d-generalist plugin. watch-video, design-sound and game-generalist are their own plugins.
Install all five plugins to get every skill. 2d-generalist ships its own copy of the production spine and of
compare_look.py, so each of the two plugins also works installed alone.

Install

Let your agent do it. Paste this prompt into Claude Code, Codex, Cursor, Gemini CLI or OpenCode. The agent installs
the skills, checks Blender, FFmpeg, Node.js and Python, and asks before it installs a program.

Install the creator-generalist skill pack and set up its tools. Read
https://raw.githubusercontent.com/codepawl/creator-generalist/main/INSTALL.md and follow every step.

Claude Code

/plugin marketplace add codepawl/creator-generalist
/plugin install 3d-generalist@creator-generalist
/plugin install 2d-generalist@creator-generalist
/plugin install game-generalist@creator-generalist
/plugin install watch-video@creator-generalist
/plugin install design-sound@creator-generalist

From a shell

claude plugin marketplace add codepawl/creator-generalist
claude plugin install 3d-generalist@creator-generalist
claude plugin install 2d-generalist@creator-generalist
claude plugin install game-generalist@creator-generalist
claude plugin install watch-video@creator-generalist
claude plugin install design-sound@creator-generalist

Any agent, with the skills CLI

npx skills add codepawl/creator-generalist
Install by hand
  1. Copy these folders into the skills folder of your agent:
    • plugins/3d-generalist/skills/3d-generalist
    • plugins/3d-generalist/skills/3dg
    • plugins/3d-generalist/skills/model-characters
    • plugins/3d-generalist/skills/use-3d-software
    • plugins/2d-generalist/skills/2d-generalist
    • plugins/2d-generalist/skills/2dg
    • plugins/game-generalist/skills/game-generalist
    • plugins/game-generalist/skills/gameg
    • plugins/2d-generalist/skills/edit-video
    • plugins/3d-generalist/skills/animate-characters
    • plugins/3d-generalist/skills/rig-characters
    • plugins/3d-generalist/skills/sculpt-models
    • plugins/2d-generalist/skills/draw-and-paint-art
    • plugins/2d-generalist/skills/paint-stylized-backgrounds
    • plugins/watch-video/skills/watch-video
    • plugins/design-sound/skills/design-sound
  2. Use the folder of your agent: ~/.claude/skills/, ~/.agents/skills/, ~/.cursor/skills/, ~/.gemini/skills/
    or ~/.config/opencode/skills/.
  3. For the /3dg, /2dg and /gameg commands in Gemini CLI, copy harness/gemini/3dg.toml, harness/gemini/2dg.toml and harness/gemini/gameg.toml to
    ~/.gemini/commands/.
  4. For the same commands in OpenCode, copy harness/opencode/3dg.md, harness/opencode/2dg.md and harness/opencode/gameg.md to
    ~/.config/opencode/commands/.

3d-generalist

Give your agent a premise, a story, an object or a world. Both generalists follow the same eight-step production
spine: brief, reference, script and beats, prep and look gate, assets, build and animate, sound, then QA with a preview
and the final. Before building, the agent sketches the piece, checks its tools and downloads the resources, then lets
you choose between style frames A/B/C. You get a WIP demo of the first finished shot while it keeps working, and a
540p preview before the final render. After each preview you pick the next round: fix notes, continue in a direction
you name, or let the agent decide and keep creating on its own. Nothing renders at full quality until you approve.

Type /3dg alone to see the modes (/3d-generalist:3dg in Claude Code). Type a mode and a subject to start one.

Mode What it builds Example
cutaway A 60 s perspective cutaway Short. One simple thing becomes a working structure through 5 to 7 rounds of But <failure> -> So <fix>, a flip and a final stress test. /3dg cutaway how a hole in the ground becomes a flushing toilet
story A character-driven Short with a kitbashed set, see-through walls, facial expressions, staggered body timing and slapstick beats. /3dg story a man inside a porta-potty during a windstorm
world An environment or diorama for one place and period, with scanned PBR ground, grass, water, fire and moving life. /3dg world a 14th-century grain windmill valley
character A rigged character with retargeted clips, feet that stay on steps and slopes, and two-bone arm IK. /3dg character a builder shoveling snow onto a growing spoil mound
asset A hero model, a kitbashed prop or a PBR material matched to a photo, exported to GLB with CREDITS.md. /3dg asset a stone well curb with a wooden crank and bucket

What keeps it from looking generated

  • Real assets first. The skill gets CC0 and CC BY models and textures before it builds anything from primitives.
    Sources include Poly Haven, ambientCG, Sketchfab, BlenderKit and Quaternius. Each object fits on its real vertex bounds.
  • Acting, not sliding. The head leads each turn by 4 to 6 frames. Joints stop 3 to 6 frames apart, so the body never
    freezes on one frame. Each failure gets an anticipation and a reaction beat.
  • Light and lens. A soft fill light follows the character inside pits, tunnels and cabins. Depth of field stays on
    the subject. The finish pass adds 180-degree shutter motion blur.
  • Checks before preview. check_contact_and_slip.mjs tests every frame at 30 fps for teleports, speed, flight, foot
    slip and contact gaps. compare_look.py compares the render with the approved look. Grips, clearance, exits and
    caption sync go through your project checks and contact sheets.

2d-generalist

Editorial explainer graphics in the footage-led Vox look: flat paper cards, print-bordered real photos, highlighters,
maps, charts and true-scale timelines. Torn paper, halftone and grain are opt-in stylised looks. The skill runs on
free tools: Blender, DaVinci Resolve Fusion, Remotion with SVG and Three.js, and FFmpeg. It follows the same eight-step
production spine as 3d-generalist (prep and look gate, WIP demo, 540p preview and next rounds included).

Type /2dg alone to see the modes (/2d-generalist:2dg in Claude Code). Type a mode and a subject to start one.

Mode What it builds Example
vox-now The current Vox look, measured: footage-led, mostly empty frames, still holds, hard cuts, three inks, lemon highlight. Read first for a Vox look /2dg vox-now why container ships got so big
script Title, hook, explainer structure, voice pace, beat table and captions /2dg script a 6 minute explainer on the Suez blockage
photos Real photos, scans and documents found online, picked from a numbered sheet, reworked, credited /2dg photos 1920s newspaper front pages about radio
map 2D vector and satellite maps, 2.5D extruded layers, 3D terrain and routes that draw on /2dg map the Silk Road from Chang'an to Constantinople
chart-timeline Ruler timelines at true scale, bar and line charts, dot grids and waveforms /2dg chart-timeline 4,000 years of writing on one ruler
archival-collage Highlighters, newspaper zooms, 2.5D parallax; torn paper borders and halftone only as stylised options /2dg archival-collage the 1929 stock market crash
design A style frame: hierarchy, asymmetric scale, paper and ink surface, palettes and type pairs /2dg design a style frame for a video on lithium mining
audit Finds the free tools on your machine and gives install commands for the optional ones (QGIS, Inkscape, Krita) /2dg audit

game-generalist

Give your agent a one-sentence game idea. It follows the same eight-step production spine as the other generalists:
brief, reference, design, prep and play gate, assets, build, sound, then gates and preview. The choice at step 4 is a
playable greybox plus style frames A/B/C: you play the bare core loop first and pick a look only if it is fun. You get
a WIP playable build of the first finished feature while it keeps working, and the preview is a playable build plus a
30 to 60 s capture of real play. After each preview you pick the next round: fix notes, continue in a direction you
name, or let the agent decide. The engine is a brief slot: web (three.js, Phaser or plain canvas), Godot, Unity or
Unreal. It never recreates an existing commercial game, and it never publishes or spends unless you ask.

Type /gameg alone to see the modes (/game-generalist:gameg in Claude Code). Type a mode and an idea to start one.

Mode What it makes Example
prototype A playable greybox of the core loop and a go/kill note. It ends when you have played the greybox. /gameg prototype a lighthouse keeper who redirects ships with a beam
game A complete small original game inside your time box. A jam entry is this mode. /gameg game a 3-minute browser arcade where you herd fireflies into jars
polish Feel, readability, audio and QA passes on an existing playable. No new features. /gameg polish my firefly arcade: jump feel, hit feedback and a softlock check

What keeps it from being a tech demo

  • Fun is your call. Bots prove the game runs, ends and restarts. You play the greybox and the preview.
  • Core loop before content. No levels, art or menus until the greybox reaches win, lose and restart.
  • Checks before preview. scripts/probe.mjs drives a web build and checks errors, win and lose paths, restart,
    determinism, frame time, softlocks and controls.

Contributing

Rules for agents that edit this repository are in AGENTS.md. Every SKILL.md stays under 100 lines, and
detail goes into references/.

Credits

The banner and clips were made with these skills for this README. The water mill uses CC0 models and textures from
Poly Haven and Quaternius. The map uses public domain data from
Natural Earth. The character was built from a turnaround sheet generated with
ChatGPT. The wordmark uses Sora (SIL Open Font License).

License

MIT © CodePawl

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