XeldarAlz

Procedural generation patterns — Perlin/Simplex noise, BSP dungeon generation, random walk, loot tables with weighted random, wave function collapse basics, seed-based reproducibility.

Event system patterns — C# events, UnityEvent, SO event channels, static EventBus. When to use each, zero-allocation patterns, memory leak prevention.

Post-debugging knowledge extraction — captures non-obvious, codebase-specific learnings that pass quality gates. Invoke after resolving tricky bugs or discovering surprising behavior.

Heuristics for choosing the right model tier (haiku/sonnet/opus) when delegating to agents. Loaded by orchestrating commands to inform agent selection.

Structured commit trailers — adds Constraint, Rejected, Scope-risk, and Not-tested metadata to commit messages. Captures architectural decisions and known gaps in git history.

How to use unity-mcp tools effectively — batch_execute for speed, read_console for verification, resource queries for project state, tool organization patterns.

Match-3 puzzle game architecture — grid system, tile matching, cascade/gravity, special tiles, combo chains, level objectives, lives/energy system.

Hyper-casual mobile game architecture — one-tap/swipe controls, instant onboarding, short sessions, ad monetization, minimalist visuals, level progression, score systems.

Generic state machine patterns — IState interface, StateMachine<T>, game state management (menu/gameplay/pause), enemy AI states, hierarchical FSM. Load when implementing state-driven behavior.

Save/load patterns — ISaveable interface, JSON serialization, save file management, scene persistence, cloud sync prep. Load when implementing save functionality.

Ambiguity gating — detects vague feature requests and forces structured requirements gathering with scoring across scope, platform, performance, integration, and acceptance criteria. Prevents wasted cycles on underspecified tasks.

Dialogue tree patterns — ScriptableObject graph, node types (text, choice, condition, event), typewriter effect, localization-ready. Load when implementing NPC conversations.