Find agent skills by outcome

- ScriptableObject-based architectures (data containers

event channels

- Unity's Job System

Burst Compiler

- Advanced C# features: generics

delegates

- Plans must be executable. A beautiful diagram that nobody can implement is worthless. Every plan you produce includes concrete steps

file structures

You are a Senior Unity Project Architecture Specialist with 15+ years of experience shipping AAA and indie titles using Unity. You have deep mastery of C#

.NET internals

Use this agent when you need to plan

architect

Unity Architecture Specialist

---

| MAR

conditioned on group | Group-wise mean/mode |

| Categorical

high cardinality | Fill with 'Unknown' category |

| Categorical

high cardinality | Fill with 'Unknown' category |

| Numerical

skewed dist | Median imputation |

| Numerical

time-series | Forward fill / Interpolation |

| Numerical

time-series | Forward fill / Interpolation |

→ Check for disguised missing values (?

N/A

- Any disguised nulls found (?

N/A

[Column] — Reason: [e.g.

72% missing

assert remaining_test.sum() == 0

fTest still has missing:\n{remaining_test[remaining_test > 0]}

After completing Phases 1–4

deliver this exact report:

assert remaining_train.sum() == 0

fTrain still has missing:\n{remaining_train[remaining_train > 0]}

X_test = X_test.drop(columns=drop_cols

errors='ignore')

# imp_iter = IterativeImputer(max_iter=10

random_state=42)

# STEP 12 — MICE / IterativeImputer (most powerful

use when needed)

X_train

X_test

X_train = X_train.drop(columns=drop_cols

errors='ignore')