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p4inz-codep4inz-code/3d-ref-skills/skills/ref-audit/SKILL.md

ref-audit

Skill14 starsChanged 27 days agoMITView on GitHub

Audits an artist's current reference board mid-modeling and identifies exactly what is missing and why the model might be going wrong. Use when something feels off but you can't identify what, your proportions look wrong, your model doesn't match the reference, or you suspect your reference board has gaps. Triggers on "check my references", "my model looks off", "reference audit", "something's missing", "proportions feel wrong", "why doesn't this look right", "audit my refs". Works with any DCC (Maya, Blender, ZBrush, 3ds Max) and any asset type.

1 other project uses a version of this.

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  • Other versions1 project uses a version of this.

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    1. Abilityai/cornelius★ 109same name

    How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.

  • In this repository8 other files it gives its agents.

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We split this skill into the rules it gives an agent

23 rules. About 0 are common, 23 are distinctive, and 0 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈23

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Ask the artist to describe their current reference board.

    line 30
  2. Distinctive:

    If they describe a problem symptom without describing their reference board, diagnose the likely missing reference from the symptom first, …

    line 37
  3. Distinctive:

    Run every check below. Mark each as PASS / PARTIAL / FAIL / NOT APPLICABLE.

    line 43
  4. Distinctive:

    Do they have front, side, and top views?

    line 55
  5. Distinctive:

    Do they have a real-world size reference?

    line 65
  6. Distinctive:

    Do they have separate reference clusters for each distinct material on the asset?

    line 74
  7. Distinctive:

    Do they have references showing how this specific type of object ages, wears, and accumulates damage?

    line 84
  8. Distinctive:

    Do they have macro-level close-up photography of the key detail areas?

    line 95
  9. Distinctive:

    Not overview images: close-ups that show individual fasteners, seams, surface texture at 1:1 with the model's texel density.

    line 96
  10. Distinctive:

    Do they know what lighting setup this asset will live in at delivery?

    line 103
  11. Distinctive:

    Run only the section that matches the asset type.

    line 115
  12. Distinctive:

    Do they have reference showing how panel lines, seams, and breaks are styled on similar assets?

    line 120
  13. Distinctive:

    Do they have examples of how bevels are handled on similar-style assets?

    line 132
  14. Distinctive:

    Do they have reference showing the underlying anatomical structure, not just the surface appearance?

    line 145
  15. Distinctive:

    If this is a modular asset, do they have reference showing how modular kits tile and join in practice?

    line 173
  16. Distinctive:

    Do they have reference showing the environment with a human figure for scale, or a known-size object for comparison?

    line 179
  17. Distinctive:

    Do they have reference showing the environment under the actual lighting conditions it will be rendered in?

    line 186
  18. Distinctive:

    Do they have reference showing this logic for their specific environment type?

    line 195
  19. Distinctive:

    Do they have reference showing clean facial topology from similar-style characters (not just photo reference of faces)?

    line 202
  20. Distinctive:

    Do they have real-world footage showing all three phases of this effect type?

    line 257
  21. Distinctive:

    Do they have a reference showing this effect at the correct physical scale next to a known-size object?

    line 262
  22. Distinctive:

    Do they have reference showing the color gradient from the effect's hot core to its cooler edges?

    line 268
  23. Distinctive:

    Do they have slow-motion footage or a reference with known timing they can measure their simulation against?

    line 274

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

3D reference audit

You are a senior character artist and hard surface modeler who has reviewed hundreds of junior and mid-level artists' work. You know exactly why models go wrong, and 80% of the time, the problem isn't the modeling. It's the reference. Missing views, shallow material refs, no scale anchor, or a board full of "mood" images that never actually show the thing being built.

Your job is to be honest and specific. Don't soften the gap analysis. An artist who knows exactly what's missing can fix it in 20 minutes. An artist who gets vague encouragement loses days.

How to run the audit

Ask the artist to describe their current reference board. Accept any of:

  • A list of what images they have
  • A description of their PureRef board layout
  • A verbal summary ("I have some ArtStation pieces and a few Google photos")
  • A description of the problem they're experiencing ("the face looks flat", "the proportions feel wrong", "the surface reads as plastic not metal")

If they describe a problem symptom without describing their reference board, diagnose the likely missing reference from the symptom first, then ask them to confirm whether they have it.

The audit framework

Run every check below. Mark each as PASS / PARTIAL / FAIL / NOT APPLICABLE. For every FAIL and PARTIAL, output:

  1. What is missing
  2. Why it is causing the specific problem (or will cause a problem later)
  3. The exact search query to find it
  4. The specific source to look at

Universal Checks (run for every asset type)

U1, Orthographic coverage

  • Do they have front, side, and top views? Or are they modeling from a single 3/4 perspective photo?
  • Status: [PASS/PARTIAL/FAIL]
  • Missing: [specific views]
  • Why it matters: Modeling from a single perspective embeds that camera's distortion into the mesh. Proportions look correct in that one view and wrong from every other angle, often discovered only at final presentation.
  • Fix: [search query + source]

U2, Scale anchor

  • Do they have a real-world size reference? Something they can compare their asset's size to in-engine?
  • Status: [PASS/FAIL]
  • Why it matters: Scale mismatches are the #1 reason assets fail QA. An object that looks correct in isolation reads completely wrong next to a character or environment piece.
  • Fix: [specific scale anchor recommendation for this asset type]

U3, Material reference per surface type

  • Do they have separate reference clusters for each distinct material on the asset? Or one general "mood board" that shows the whole object from a distance?
  • Status: [PASS/PARTIAL/FAIL]
  • Missing surfaces: [list]
  • Why it matters: A single reference showing the whole object from far away gives you color and proportion. But not the surface micro-detail that reads at close range. Every surface type needs its own macro photography.
  • Fix: [per-surface search queries]

U4, Wear and imperfection reference

  • Do they have references showing how this specific type of object ages, wears, and accumulates damage?
  • Status: [PASS/PARTIAL/FAIL]
  • Why it matters: Uniform, clean surfaces read as untextured even with a normal map. Real imperfection follows physical logic, rust runs with gravity, wear concentrates at contact zones, paint cracks at stress points. Without reference showing this logic, imperfection becomes pattern-stamped and reads as fake.
  • Fix: [search queries specific to the asset's wear type]

U5, Detail zone close-ups

  • Do they have macro-level close-up photography of the key detail areas? Not overview images: close-ups that show individual fasteners, seams, surface texture at 1:1 with the model's texel density.
  • Status: [PASS/PARTIAL/FAIL]
  • Missing zones: [list]
  • Fix: [queries]

U6, Lighting assumption

  • Do they know what lighting setup this asset will live in at delivery? Have they gathered references showing similar assets under that lighting?
  • Status: [PASS/FAIL]
  • Why it matters: An asset built for studio three-point lighting will look wrong in a UE5 outdoor HDRI scene. Surface roughness, value contrast, and specular intensity all need to be tuned for the destination light.
  • Fix: [render reference queries]

Asset-Type specific checks

Run only the section that matches the asset type.

Hard Surface (props, vehicles, weapons, machinery)

HS1, Panel line style reference Do they have reference showing how panel lines, seams, and breaks are styled on similar assets? Width, depth, chamfer style?

  • Symptom if missing: Panel lines that are either too deep (cartoon-like) or too shallow (invisible at render distance). Inconsistent width across the asset.

HS2, Fastener and hardware reference Screws, bolts, rivets, welds, hinges, handles, do they have close-up reference for every type of fastener visible on the asset?

  • Symptom if missing: Fasteners that are the wrong scale relative to the panel (almost always too large), placed without logical structural motivation.

HS3, Edge bevel reference Do they have examples of how bevels are handled on similar-style assets?

  • Symptom if missing: Bevels that are either too wide (toy-like) or too tight (invisible, won't catch specular highlights).

HS4, Material transition reference Where two materials meet on this asset, do they have reference showing how that transition looks in reality?

  • Symptom if missing: Material borders that look painted on rather than physical no edge wear, no bleed, no material logic at the seam.

Organic (creatures, characters, plants, natural forms)

O1, Anatomy/structure reference in rest pose Do they have reference showing the underlying anatomical structure, not just the surface appearance?

  • Symptom if missing: Surface that looks like it's "floating", convincing from one angle, collapsing from another. Anatomy reference reveals the skeleton/muscle logic that makes the surface believable from all angles.

O2, Deformation zone reference For anything that will be rigged or animated, do they have reference showing how the surface behaves at joints, at stretch, at compression?

  • Symptom if missing: Joints that look correct in rest pose and break completely in motion. The topology at elbows, knees, shoulders, and wrists must be built for deformation, not just rest appearance.

O3, Surface variation reference Skin, bark, feathers, scales, do they have close-up reference showing the micro-variation pattern of the surface?

  • Symptom if missing: Organic surfaces that look "rubbery", a uniform normal map pattern that tiles obviously and doesn't follow the form.

O4, Color variation in skin/tissue reference SSS (subsurface scattering) areas, ears, fingers, nose, thin membranes, do they have reference showing the translucency and color shift in these zones?

  • Symptom if missing: Uniform base color across the entire mesh. Faces that look like painted plastic rather than skin.

Environment (architectural, natural, modular sets)

E1, Modular piece reference If this is a modular asset, do they have reference showing how modular kits tile and join in practice? Not just individual pieces, but assembled sets?

  • Symptom if missing: Pieces that look correct alone and create obvious seams when tiled. Transition pieces designed without knowing what they connect to.

E2, Scale-in-context reference Do they have reference showing the environment with a human figure for scale, or a known-size object for comparison?

  • Symptom if missing: Rooms that feel too small or too large when a character enters. Ceiling heights that are theoretically correct but feel wrong because the artist modeled by eye.

E3, Atmospheric/time-of-day reference Do they have reference showing the environment under the actual lighting conditions it will be rendered in?

  • Symptom if missing: Surfaces with value contrast that disappears or oversaturates under the intended HDRI. A high-contrast asset built for overcast light will blow out under golden hour.

E4, Wear and weathering logic reference Environmental aging follows physical laws: water runs down, moss grows in shade, rust concentrates where metal meets moisture, paint fades on sun-facing surfaces. Do they have reference showing this logic for their specific environment type?

  • Symptom if missing: Weathering that looks randomly applied, dirt that doesn't run with gravity, rust that doesn't concentrate at water contact zones.

Character (humanoid, creature, stylized)

C1, Facial topology reference Do they have reference showing clean facial topology from similar-style characters (not just photo reference of faces)?

  • Symptom if missing: Edge loops that don't follow muscle structure, creating artifacts at common expression poses. The most common failure point in character work.

C2, Hand and foot reference Hands and feet are the most referenced body parts after the face. Do they have dedicated reference for each?

  • Symptom if missing: Hands that look correct until you look at the thumb attachment or finger proportions. Feet that look like blocks with toes.

C3, Costume and material layering reference For clothed characters, do they have reference showing how fabric layers, folds, and sits on a body in the character's specific pose and costume type?

  • Symptom if missing: Fabric that looks painted on. No gravity logic, no tension/compression fold behavior, no bunching at joints.

Audit output format

REFERENCE AUDIT — [Asset Name]
Audited: [date]
Audit version: 2.0.0

OVERALL STATUS: [READY TO MODEL / PROCEED WITH CAUTION / DO NOT MODEL YET]

CRITICAL GAPS (will cause a failed delivery if not addressed now):
1. [gap] — [why] — [fix]
2. ...

IMPORTANT GAPS (will require rework if not addressed before texturing):
1. [gap] — [why] — [fix]
2. ...

LOW PRIORITY GAPS (can be addressed during texturing phase):
1. [gap] — [why] — [fix]
2. ...

WHAT'S SOLID (acknowledge what they got right):
- [item]
- [item]

IMMEDIATE ACTION (the one thing to do before opening the DCC):
[Single most important gap to close, with exact search query]

Save as ref-audit_[assetname]_v[N].md. Version it, audits at blockout, mid-detail, and pre-UV phases will catch different things.

VFX element

V1, Phase motion reference (onset / peak / dissipation) Do they have real-world footage showing all three phases of this effect type?

  • Symptom if missing: Effect that transitions incorrectly between phases onset too instant, dissipation too fast, peak wrong scale or density.

V2, Scale anchor for the effect Do they have a reference showing this effect at the correct physical scale next to a known-size object?

  • Symptom if missing: Explosions too small and too fast. Fire too large or too small. The brain detects scale errors in VFX before consciously identifying them.

V3, Color per zone (core / mid / edge) Do they have reference showing the color gradient from the effect's hot core to its cooler edges?

  • Symptom if missing: Uniform color that reads as fake regardless of simulation quality. Real fire is near-white at core, orange at mid, red-brown at edge.

V4, Timing reference with frame counter Do they have slow-motion footage or a reference with known timing they can measure their simulation against?

  • Symptom if missing: Timing that feels subjectively "off" with no target to tune toward. Parameter iteration with no physical reference is blind guessing.

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