Performance
Performance profiling and optimization
Rails Development Environment Skill
by arlenagreer
For detailed troubleshooting, see references/troubleshooting.md.
Technical Debt Management
by AmnadTaowsoam
Technical debt is the implied cost of additional rework caused by choosing
cost-optimization
by EngineerWithAI
Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.
skill-system-insight
by arthur0824hao
"Observe user interaction patterns, extract per-session facets, update a dual-matrix soul state, and periodically synthesize a personalized Soul profile for better collaboration."
Liquid Architecture
by AmnadTaowsoam
Liquid Architecture enables the AI system to modify and optimize its
Grpc Integration
by AmnadTaowsoam
gRPC (Google Remote Procedure Call) is a high-performance, open-source
Awareness Skill
by fabioc-aloha
"Proactive detection, self-correction, and epistemic vigilance"
go-performance
by pluginagentmarketplace
Go performance optimization - profiling, benchmarks, memory management
skill-system-soul
by arthur0824hao
"Agent behavioral profiles that standardize how different LLMs behave. Load this skill when you need to: (1) adopt a specific behavioral mode for a task, (2) switch between creative/strict/talkative modes, (3) ensure consistent behavior across different models. Profiles define personality, decision heuristics, communication style, and quality standards."
compare-options
by Agentient
Multi-expert comparison and ranking of options with structured deliberation. PROACTIVELY activate for: (1) decision making between alternatives, (2) trade-off analysis, (3) option evaluation, (4) vendor/tool comparison, (5) strategy selection. Triggers: "compare options", "evaluate alternatives", "rank options", "which should I choose", "compare these", "trade-off analysis", "decision between"
ask-questions
by ferueda
Clarify requirements before implementing. Do not use automatically, only when invoked explicitly.
asi_memory_validate
by ariffazil
A2A v1.0 federation gateway and state plane. Routes intent. Displays state. Never judges, never executes. DISPLAY_ONLY.
asi_sovereign_protect
by ariffazil
A2A v1.0 federation gateway and state plane. Routes intent. Displays state. Never judges, never executes. DISPLAY_ONLY.
swift-human-guidelines
by Frostist
Comprehensive Swift 6 and SwiftUI development guidelines for building iOS 26, iOS 18, iPadOS, macOS, watchOS, visionOS, and tvOS applications. Covers Foundation Models API, BGContinuedProcessingTask, Call Translation API, Liquid Glass design system, data-race safety, typed throws, synchronization primitives, SwiftUI/UIKit interoperability, zoom transitions, and document-based apps. Use when building new Apple platform apps, implementing Apple Intelligence features, optimizing performance with Swift 6 concurrency, following Apple Human Interface Guidelines, creating cross-platform applications, or working with iOS 26/18 APIs. Triggers on Swift code, SwiftUI views, Xcode projects, app architecture, background processing, translation features, Foundation Models, synchronization, actors, Sendable types, or modern Apple platform development.
zustand-rhf-state-synchronization
by Agentient
Form-to-store data flow patterns for integrating React Hook Form with Zustand. PROACTIVELY activate for: (1) submitting form data to Zustand stores, (2) pre-populating forms from store state, (3) maintaining type consistency between forms and stores. Triggers: "form state sync", "submit to store", "form zustand"
asi_pattern_match
by ariffazil
A2A v1.0 federation gateway and state plane. Routes intent. Displays state. Never judges, never executes. DISPLAY_ONLY.
ffmpeg-toolkit
by jakenuts
Video and audio processing with FFmpeg. Covers transcoding, resizing, trimming, speed adjustment, compression, audio extraction, concatenation, cropping, thumbnails, and probing. References available for codec/filter lookup, audio processing, streaming formats, Remotion integration, and platform export.
Resources
by torlando-tech
https://github.com/markqvist/Reticulum/docs/source/understanding.rst (resource overview)
flash-attention
by tylertitsworth
"Flash Attention, FlashInfer, SDPA backends, PagedAttention, and attention kernel selection/configuration. Use when choosing or configuring attention backends for training or inference (FlashAttention-2/3, FlashInfer, SDPA, xFormers, PagedAttention, Ring Attention, FlexAttention/FlexDecoding, varlen_attn)."
prisma-expert
by samChang72
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, relation design, or database connection issues.
kiroku-memory
by yelban
AI Agent long-term memory system with cross-session, cross-project persistence. Triggers: - /remember - Store memories - /recall - Search memories - /forget - Delete/archive memories - /memory-status - Check status - When needing to persist important conversation insights - When sharing user preferences across projects
managing-memory
by designnotdrum
"Guide for storing enriched memories that capture decisions, preferences, and context. Use when making significant decisions or learning user preferences."
elite-performance
by RSHVR
Performance optimization for premium animated websites. Use when asked about: animation performance, 60fps, Core Web Vitals, Vite setup, bundle optimization, lazy loading, will-change, GPU acceleration, layout thrashing, debugging jank, or performance budgets.
rem-sleep
by stewnight
Memory consolidation and defragmentation for long-term memory maintenance. Use when asked to consolidate memories, defrag memory, run REM sleep, clean up memory files, or process session logs into durable memory. Also use periodically during heartbeats for memory maintenance.