Audit SwiftUI performance issues from code review and profiling evidence.
Apply proven SwiftUI UI patterns for navigation, sheets, async state, and reusable screens.
Refactor SwiftUI views into smaller components with stable, explicit data flow.
Full integration with Telegram Bot API.
Production-ready Terraform module patterns for AWS, Azure, and GCP infrastructure.
Production patterns for Unity's Data-Oriented Technology Stack (DOTS) including Entity Component System, Job System, and Burst Compiler.
Scan Apple's SwiftUI documentation for deprecated APIs and update the SwiftUI Expert Skill with modern replacements.
Use when a Godot/.NET task needs a Layer 4 overlay review to prevent abstraction decay during feature work, flow extension, or…
Use when a Godot/.NET task needs a Layer 4 overlay skill for writing, refactoring, or translating C# gameplay, tool, editor, resource, or…
Use when a Godot/.NET task needs a Layer 4 overlay first-response diagnosis for a build failure, editor error, runtime exception, crash…
Use when a Godot/.NET task needs a Layer 4 overlay architecture review of a scene, gameplay system, or UI flow specifically to assess…
Automate Loomio tasks via Rube MCP (Composio).
Start an autonomous experiment loop with user-selected interval (10min, 1h, daily, weekly, monthly).
Read loop-constraints.md at the start of every run and enforce every rule.
Compatibility alias for Loopy. Use only when an existing installation or older instruction explicitly invokes loop-library; use Loopy for…
Triage recent changes, CI failures, issues, and conversations.
Independent verification agent for loop-produced changes.
Loops email platform for SaaS. Use when user mentions "Loops", "Loops.so", "email marketing", "onboarding emails", "transactional email"…
Discover, find, compare, audit, repair, adapt, craft, run, debrief, save, and prepare repeatable AI-agent loops for publication.
Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters.
Bounded simplification pass for a file or hunk that preserves behavior while reducing complexity.