Agent skill

Scenario Maya Expert

by scenario-labs in scenario-labs/skills

A skill your agent uses when doing any Autodesk Maya task through Python or a bridge, headless or live: maya.cmds or OpenMaya 2.0 scripts, mayapy or maya.standalone batch jobs, a commandPort or MCP…

MITAuto-check passedBackend & APIs

Install Scenario Maya Expert

skills CLI
$ npx skills add scenario-labs/skills --skill scenario-maya-expert -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install scenario-labs/skills scenario-maya-expert --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/scenario-labs/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/dcc/maya/scenario-maya-expert .claude/skills/scenario-maya-expert && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
scenario-maya-expert
GitHub stars
946
Token cost
~5.5k tokens
SKILL.md length
1,933 words
Files
10 (incl. scripts, references)
Skills in repo
146
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when doing any Autodesk Maya task through Python or a bridge, headless or live: maya.cmds or OpenMaya 2.0 scripts, mayapy or maya.standalone batch jobs, a commandPort or MCP…

  • Works in 6 steps: Execution channels → The expert loop (every domain) → Persona pipelines → …
  • Doing any Autodesk Maya task through Python
  • SKILL.md covers 1. Execution channels, 2. The expert loop (every…, 3. Persona pipelines and 4. Shared toolkit (scripts/,…, plus 3 more sections
  • Runs Python scripts from its folder; calls npx and python3

What it does

Scenario Maya Expert is an agent skill from scenario-labs/skills. Use when doing any Autodesk Maya task through Python or a bridge, headless or live: maya.cmds or OpenMaya 2.0 scripts, mayapy or maya.standalone batch jobs, a commandPort or MCP connection into a running Maya, "Maya 2027", validating or exporting scenes, or a maya.cmds script that fails after the 2025 to 2027 changes (PySide6, OpenPBR, renamed math nodes, removed flags). Also when a Maya model, rig, shot or render must be judged like a professional before it is called done, or a brief must be routed to the right…

Its SKILL.md is about 5.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts and reference files (for example `references/cmds-reliability.md`, `references/maya-2027-traps.md` and `references/sources.md`).

It sits in Backend & APIs, covering Background jobs. It works with Python and Model Context Protocol. The repository describes itself as: Get production-ready images, video, audio, and 3D from any AI agent: skills that pick the right model, price before spending, and keep characters and brands consistent through… The licence is MIT.

When your agent uses it

  • Doing any Autodesk Maya task through Python
  • Live: maya.cmds
  • OpenMaya 2.0 scripts
  • Maya.standalone batch jobs

Example prompts

  • “Maya 2027”
  • “/scenario-maya-expert”

Requirements

  • Python 3
  • Node.js

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Execution channels
  2. The expert loop (every domain)
  3. Persona pipelines
  4. Shared toolkit (scripts/, not yet run in Maya)
  5. Rules for Maya code (what generalist code gets wrong)
  6. Maya 2027 traps that break remembered code

What it can do on your machine

Read from SKILL.md and the folder at commit f6f8ab7. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 6 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • npx
    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Scenario Maya Expert loads about 5.5k tokens when it runs, and up to ~19k if it reads all its reference files. Until then it costs about 139 tokens; SKILL.md has 1,933 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~139
When it runs · the whole SKILL.md, loaded when a task matches
~5.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~19k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from scenario-labs/skills at commit f6f8ab7, republished under its MIT licence (© scenario-labs). 1,933 words, ~5,542 tokens.

Download SKILL.mdSave it as .claude/skills/scenario-maya-expert/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.
name
scenario-maya-expert
description
Use when doing any Autodesk Maya task through Python or a bridge, headless or live: maya.cmds or OpenMaya 2.0 scripts, mayapy or maya.standalone batch jobs, a commandPort or MCP connection into a running Maya, "Maya 2027", validating or exporting scenes, or a maya.cmds script that fails after the 2025 to 2027 changes (PySide6, OpenPBR, renamed math nodes, removed flags). Also when a Maya model, rig, shot or render must be judged like a professional before it is called done, or a brief must be routed to the right Maya specialist.
license
MIT

Maya expert (router and agent protocol)

Expert Maya work is a loop, not a script: block big to small, and at every stage measure, render, look and fix before adding detail. This skill is the protocol every Maya task follows, the shared toolkit the other scenario-maya-* skills call, and the map to them. Target: Maya 2027 on macOS Apple Silicon, driven through Python. If a sibling skill named here is missing from your available skills, ask the user to install it (npx skills add scenario-labs/skills --skill <name>); unattended, proceed from tool schemas and flag the gap.

Status (2026-09-24): Maya 2027 is not installed yet. Every Maya call in scripts/ and references/ is not yet run in Maya. The pure-Python parts and the Maya-layer logic ran offline against fakes and pass. First action once Maya is installed: tests/code/maya-expert/run_all.sh, then read archive/tests/maya-expert/<stamp>/results/test_00_probe.json and correct anything marked [verify] here.

1. Execution channels

ChannelUse forRules
Headless mayapy through scripts/mx_run.pyaudits, validation, exports, Arnold review renders, batch work, anything that needs no viewportpython3 mx_run.py [--scene f.ma] [--plugins mtoa,fbx,abc,usd] job.py -- args. One child process per scene: a crash or hang costs one job. The last stdout line is MX_RESULT {json}; exit 0 ok, 1 job error, 4 timeout. Children get MAYA_DISABLE_ADP=1 and Maya's stderr at warning (--maya-log all to debug). Script nodes off. Never overwrite the source: --save-as a new version.
Live GUI Maya through scripts/mx_bridge.pyplayblasts, viewport captures, interactive tools, the user's open sceneEmmanuel starts mx_bridge_server.start() once in the Script Editor. Then Bridge().run(code): any length, multi-statement; every record carries result, stdout, stderr, maya_messages (Maya's warnings and errors) and the traceback, even on a timeout. Read them every call. One call = one undo chunk. Check cmds.file(q=True, modified=True) before replacing a scene. Never open modal UI. stop() when done.

Do not launch a GUI Maya yourself [added]: it takes a license seat and cannot be driven without the bridge. One Arnold render at a time per machine [added].

mayapy: /Applications/Autodesk/maya2027/Maya.app/Contents/bin/mayapy (Maya 2027 Help). mx_run.find_mayapy() checks $MX_MAYAPY, $MAYA_LOCATION/bin/mayapy (on macOS MAYA_LOCATION ends in Maya.app/Contents), then the newest /Applications/Autodesk/maya20*/. Log cmds.about(version=True) at session start: Smart Bevel, MtoA and USD for Maya differ across 2027.x.

Why files for the bridge: a commandPort defaults to MEL, a 4096-character buffer (longer commands close the connection, longer results become an error) and returns the result of one statement only (Maya 2027 Help, commandPort; Python in Maya). mx_bridge sends one short line and exchanges code and results as files (GG_MayaMCP pre-installs a handler; Palmer uses two round trips). Security: the port is opened as 127.0.0.1:<port> [verify with lsof] and has no authentication; Maya's help warns an INET port runs any command, including system(), as the user. Personal machine only, close it after the session.

Capability matrix (from the docs; the probe test confirms or corrects each row):

ActionHeadless mayapyGUI via bridgeBasis
cmds / OpenMaya edits, file IO, references, FBX, Alembic, USD exportyesyesMaya 2027 Help, Python in Maya
Arnold stills (mx_review)yes, CPU; watermark without an Arnold batch licenseyesArnold batch docs
Render -r hw2 viewport-style framesdocumented, unverified on macOSn/acommand-line render doc
playblast, modelEditor, viewport grabsno (needs a model panel) [verify]yes, mx_review.playblastscripting digest
Tool contexts: Quad Draw, Multi-Cut, sculpt, Paint Skin Weights, Skin Tools, 3D paint, XGen brushesnointeractive only (no stroke API): script the underlying commandsMaya 2027 Help
scriptJobnoyes, not during playbackMaya 2027 Help, scriptJobs
maya.utils.executeInMainThreadWithResultno, "not available in batch mode"yesMaya 2027 Help, threading
maya.utils.executeDeferredonly when idle events run [verify]yessame
MMessage callbacks[verify]yesscripting digest
commandPortabsent per Theodore 2014 [verify]yesMCP bridges note
PySide6 windows, workspaceControlnoyesQt6 migration docs
Flow Retopology (cloud)no: sign-in and network [added]yesversion deltas
confirmDialog, input(), pdb, file dialogsnevernever: they block Maya's main thread and the bridgeMaya 2027 Help, standard input

2. The expert loop (every domain)

  1. Brief in numbers. Purpose (engine, film, still, animation), budgets (triangles, texture size and texel density, frame range and fps), style, references, deadline. When the brief is silent, take the domain skill's documented default and write it down.
  2. Stages from the domain skill, big to small. Never start with detail.
  3. Build one stage with small, idempotent scripts (get-or-create by name, tag what you create, selection-free).
  4. Gate the stage with measurable checks (mx_audit.verdict, mx_validate, the domain's numbers) AND a render you open with the image reader (mx_review.review sheet headless, or a playblast in the GUI). Experts turn the model constantly; the contact sheet is the agent's orbit. Judge it with the domain's references/critique.md.
  5. Fix before advancing. A problem found at blockout costs one script; found after texturing it costs the stage.
  6. Deliver with evidence: the saved version, audit and validation JSON, the sheet or playblast, and a list of what was not verified.

Never report a model, rig, shot or render as done without having looked at a render of it. Numbers first, then eyes: Fragapane's standard for a matching tool is the inverse of the expected matrix times the computed one equals identity, not "looks right" (Cult of Rig, [01:16:03]); dcc-mcp's showcase proves claims with deltas of 0.0 and color drift of at most 1/255.

3. Persona pipelines

BriefSkill chainDeliverable
Hard-surface prop or game assetscenario-maya-modeling, scenario-maya-retopology-uv, scenario-maya-lookdev, scenario-maya-pipeline-scripting (FBX)low poly, UVs, PBR set, FBX re-imported and compared
Finish an AI-generated meshscenario-3d, mx_audit on the raw mesh, scenario-maya-retopology-uv, scenario-maya-lookdev, scenario-maya-pipeline-scriptingclean, UV'd asset at a stated budget, baked from the generated high
Character for keyframe animationscenario-maya-modeling, scenario-maya-retopology-uv, scenario-maya-rigging, scenario-maya-deformation, scenario-maya-animation (range-of-motion test)referenced rig file, deformation playblast
Game characterthe same chain with the game options of scenario-maya-rigging and scenario-maya-animation, then scenario-maya-pipeline-scriptingFBX skeletal mesh and clips for Unreal or Unity
Animated shotscenario-maya-animation (fixes in scenario-maya-rigging), then scenario-maya-lighting-renderingapproved playblast, then renders
Look dev or hero stillscenario-maya-lookdev, scenario-maya-lighting-renderingturntable, lit render, AOVs
FX shotscenario-maya-fx (nCloth, Bifrost, MASH), then scenario-maya-lighting-renderingversioned caches, render
Groomed characterscenario-maya-groom, scenario-maya-lookdev (hair shader), scenario-maya-lighting-renderinggroom, caches, render
Pipeline or batch toolscenario-maya-pipeline-scripting, built on mx_run and mx_validatetool and JSON report

Handoff contract: every handoff carries a new saved version (never the source overwritten), an mx_validate report for the receiving profile with no fail, mx_audit numbers for its meshes, a sheet or playblast the sender looked at, and the list of what was not verified. Units stay cm and Y-up (Maya 2027 Help; Unreal's unit is 1 cm).

From, toGate in codeLook at
modeling to retopology-uv or riggingvalidate(profile="model") clean, no locked normals on meshes that will deform; 0 n-gons on subdivided or deforming meshes; frozen, no history (FlippedNormals); characters symmetric on X, standing on the grid at the origin, Y-up facing +Z (Quick Rig requires it)silhouette and clay sheet
retopology-uv to lookdev or riggingevery face mapped, UVs in 0-1 or clean UDIM tiles, texel density stated in px/cm, overlaps only where stacked on purposewire and normals sheet
rigging or deformation to animationrig referenced, never imported; profile="rig" clean; Skin Tools layers deleted before handoff (Maya 2027 Help: Delete Skin Layers keeps the weights)range-of-motion playblast
animation to lightingprofile="shot", rules={"fps": ...} clean; references loaded; caches versioned (Alembic is Ogawa only)final playblast
lookdev to lightingfile_paths pass; color space set per file nodeturntable
fx or groom to lightingcaches versioned with frame range; Nucleus and Bifrost assume 1 unit = 1 m (Maya 2027 Help)playblast of the cache
Show full SKILL.md (687 more words)Show less

4. Shared toolkit (scripts/, not yet run in Maya)

Import: import sys; sys.path.insert(0, "<this skill>/scripts"). The bridge server adds this folder to Maya's sys.path, so Bridge().call("mx_audit", "audit", "crate_geo") works in the GUI too.

  • mx_run.py: find_mayapy(), run_subprocess(job, args, scene=, plugins=, timeout=, save_as=, maya_log=) (parent side, parsed dict), child_environment(), run(job, args) (inside mayapy).
  • mx_bridge.py / mx_bridge_server.py: Bridge(port=7001).ping() / run(code) / call(module, fn, *a, reload=True) / fetch(id), format_record(rec); server start() / stop() / handle(id).
  • mx_audit.py: audit(mesh, texture_size=2048, units="cm") returns counts, poles by valence, non-manifold, lamina, zero-area, borders and holes, winding, UV sets and bounds, UDIM tiles, overlapping and folded shells, texel density per shell, frozen transforms, pivot, history, naming, instances, symmetry on X, edge-length CV; verdict(report, profile="game"|"film"|"subd") lists error: / warn: / info: lines; audit_all(roots). Guards for all skills: mfn_mesh(shape) (None on an empty mesh), is_empty_mesh, split_history (bind pose and weight drivers are not history).
  • mx_review.py: review(targets, out_dir, views, modes, resolution=1024, tile=512, focus=None): front, side, back, threequarter, top, low; clay, wire, silhouette, normals, opt-in checker (checker_repeats=) and custom shader_modes=; subdiv=; one labeled sheet plus tiles and each view's camera (r["cameras"], review.json, pixel_ray), the user's settings restored. Skills use these options, never _Session. turntable(targets, out_dir, frames=24); playblast(path, start, end, display={...}) (GUI only).
  • mx_validate.py: validate(profile="model"|"rig"|"shot", roots=None, rules=None, fix=()): naming, namespaces, history, frozen transforms, non-manifold, lamina, n-gons, UVs, locked normals, smoothing, render stats, layers, sets, unused and unknown nodes, plug-ins, references, script nodes, units and up axis, frame rate, missing files; SAFE_FIXES; roots held by UUID across fixes (roots_after).

5. Rules for Maya code (what generalist code gets wrong)

  • Selection-free and explicit: pass node names to every command; never select then operate. Capture creation returns (polyCube returns [transform, history], # names expand) and use them, not the name you asked for (Autodesk intro series).
  • Long names or UUIDs for anything that can share a short name; or [] after ls, listRelatives, listConnections [added, probed].
  • Undo is your job: wrap GUI edits in an undo chunk with try/finally. OpenMaya 2.0 writes never reach the undo queue, and deleting with OM2 a node cmds created corrupts undo (Fragapane, [01:17:49]). OM2 for heavy reads and matrices, cmds for edits a user may undo.
  • Units: OpenMaya works in centimeters and radians; cmds returns UI units and degrees [added, probed in test_00_probe].
  • Never touch nodes you did not create; tag your own (namespace, attribute or set) and clean up by tag. Save stage versions, never over the source.
  • Main thread only: cmds raises off the main thread (Maya 2027 Help).

6. Maya 2027 traps that break remembered code

  • PySide6 only; ship no PySide2 fallback (it crashed 2027.0 when PySide2 was installed). dockControl is gone: workspaceControl.
  • New scenes use OpenPBR Surface; its parameters do not port from Standard Surface (emission in nits, thin film in micrometers, SSS radius roles swapped).
  • addDoubleLinear, multiplyDoubleLinear, pointMatrixMult became addDL, multiplyDL, pointMatrixMultDL (2026); plain names like power now create unitless nodes.
  • Removed flags: getAttr(noEvaluation=), attributeQuery(computeModifies=); all keys is cutKey(time=(None, None)).
  • Arnold on macOS: CPU only, no OptiX; OIDN imager in new scenes; Maya IPR does not work with MtoA 5+ (Arnold RenderView); batch renders abort on license failure unless ARNOLD_FORCE_ABORT_ON_LICENSE_FAIL=0.
  • Color: OCIO v2 and ACEScg; the default input space is sRGB Encoded Rec.709 (sRGB) since 2026.2; query names, never hardcode them.
  • Skin Tools layers block the classic weight tools (Mirror, Copy, Hammer, Paste, Normalize, Set Max Influences) until deleted.
  • maya -render is obsolete: Render -r <renderer>; Render Setup and legacy render layers are exclusive per session.
  • mayaUSDExport defaults: frameRange [1,1], catmullClark scheme, map1 renamed st.
  • MFnMesh raises on an empty mesh (use mx_audit.mfn_mesh); MItGeometry needs group -1 for all vertices. PyMEL is not bundled; the Python version is undocumented: probe it.

References

  • references/maya-2027-traps.md: the full list of what breaks agent code, old name to 2027 replacement, with sources. Load before writing code from memory or following a pre-2025 tutorial.
  • references/cmds-reliability.md: idioms and tested-pending procedures for reliable maya.cmds and OpenMaya 2.0 (return types, evaluated vs original data, OM2 patterns, undo, idempotent get-or-create, batch hygiene). Load before any non-trivial script.
  • references/sources.md: every source behind this skill and the toolkit, with what each is best for.
  • Related skills outside this set: scenario-3d (generate meshes to finish in Maya), scenario-zbrush-expert and scenario-blender-expert (sister teams with the same protocol).

© scenario-labs, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 9 other files (scripts, references) in skills/dcc/maya/scenario-maya-expert of scenario-labs/skills.

  • SKILL.md
  • references/cmds-reliability.md
  • references/maya-2027-traps.md
  • references/sources.md
  • scripts/mx_audit.py
  • scripts/mx_bridge.py
  • scripts/mx_bridge_server.py
  • scripts/mx_review.py
  • scripts/mx_run.py
  • scripts/mx_validate.py

Open the folder on GitHubat commit f6f8ab7

Compare with similar skills

Scenario Maya Expert next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

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AWS Serverless Edazxkane/aws-skills3674 repos~3.2kAutomated safety check: PassMIT
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Categories

Questions about Scenario Maya Expert

What does Scenario Maya Expert do?

A skill your agent uses when doing any Autodesk Maya task through Python or a bridge, headless or live: maya.cmds or OpenMaya 2.0 scripts, mayapy or maya.standalone batch jobs, a commandPort or MCP…. Scenario Maya Expert is an agent skill from scenario-labs/skills.cmds script that fails after the 2025 to 2027 changes (PySide6, OpenPBR, renamed math nodes, removed flags).

When should I use Scenario Maya Expert?

Scenario Maya Expert fits situations like: doing any Autodesk Maya task through Python; live: maya.cmds; openMaya 2.0 scripts; maya.standalone batch jobs.

How do I install Scenario Maya Expert in Claude Code?

Run `npx skills add scenario-labs/skills --skill scenario-maya-expert -a claude-code`. Or copy the skill folder (skills/dcc/maya/scenario-maya-expert in scenario-labs/skills) into .claude/skills/scenario-maya-expert in your project. Claude Code loads it when a task matches its description.

How do I install Scenario Maya Expert in Codex?

Run `npx skills add scenario-labs/skills --skill scenario-maya-expert -a codex`. Or copy the skill folder (skills/dcc/maya/scenario-maya-expert in scenario-labs/skills) into .agents/skills/scenario-maya-expert in your project. Codex loads it when a task matches its description.

Can I use Scenario Maya Expert in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add scenario-labs/skills --skill scenario-maya-expert -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/scenario-maya-expert, .gemini/skills/scenario-maya-expert, .github/skills/scenario-maya-expert and .opencode/skills/scenario-maya-expert in your project.

What does Scenario Maya Expert need to run?

Going by SKILL.md and its folder, Scenario Maya Expert needs Python for the scripts in its folder and the command-line tools its instructions call (npx and python3). Our summary lists: Python 3; Node.js.

Does Scenario Maya Expert access the network?

SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Scenario Maya Expert safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Scenario Maya Expert use?

Scenario Maya Expert is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Scenario Maya Expert use?

About 5.5k tokens (SKILL.md is roughly 22k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 14k tokens, read only when the agent opens those files.

What are the alternatives to Scenario Maya Expert?

Skills that share tags, products or a category with Scenario Maya Expert: Dv Admin (microsoft/Dataverse-skills, 243 stars), Trigger.dev Configuration (papermark/papermark, 9.2k stars), AWS Serverless Eda (zxkane/aws-skills, 367 stars) and Foundatio (FoundatioFx/Foundatio, 2.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Scenario Maya Expert?

scenario-labs (a GitHub organization) maintains it in scenario-labs/skills, which has 946 GitHub stars. The repository holds 146 skills in this directory. The repository was last updated on October 10, 2026.

Source: scenario-labs/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.