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.
X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics.
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…
Search Mathlib for lemmas by type signature pattern using Loogle.
Automate Loomio tasks via Rube MCP (Composio).
Start an autonomous experiment loop with user-selected interval (10min, 1h, daily, weekly, monthly).
Check token budget and run-log spend before and after a loop run.
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.
Use after a failure has occurred (bug shipped, test broke, deploy rolled back, data lost, security incident) — the impulse is to fix the…
Use when implementing Disney's 12 animation principles with Lottie animations exported from After Effects