Performance
Performance profiling and optimization
oblique-strategy
by smithclay
Use when the user is stuck, needs creative inspiration, asks for an oblique strategy, wants to break through a block, or says things like "I'm stuck", "give me a random idea", "oblique strategy", "help me think differently", or "I need inspiration".
async-python-patterns
by yunaamelia
"Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-..."
apple-business-connect
by garrettjsmith
When the user wants to optimize their Apple Maps listing, set up Apple Business Connect, or improve visibility in Apple's ecosystem. Also use when the user mentions "Apple Maps," "Apple Business Connect," "Siri local," "Apple listings," "Apple Intelligence local," or "Maps on iPhone." For Google Business Profile, see gbp-optimization.
flutter-architect
by chiuchiolo30
Expert guidance for designing scalable Flutter apps using Clean Architecture, DDD, Bloc, and monorepo patterns.
mobile-perf
by dtsvetkov1
Optimizes React Native Expo applications for speed, responsiveness, and battery efficiency. Use when fixing lag, optimizing lists, or reducing bundle size.
pragmatic-engineer
by sbani
Guides code and design toward simplicity, clarity, and incremental delivery. Use when writing or reviewing code, designing APIs, or when the user asks for pragmatic engineering advice, simple design, or references Go proverbs and XP/simple-design quotes.
satori
by satori-sh
Persistent long term memory for for continuity in ai sessions between providers and codegen tools.
flutter-expert
by Olino3
"Cross-platform mobile development with Flutter/Dart. Build performant, maintainable Flutter apps with proper widget architecture, state management, platform channels, and testing patterns."
role-reviewer
by teodevlor
Activate Code Reviewer mode for code review and quality assurance. Use when reviewing code for bugs, security issues, or optimization opportunities.
hreng-perf-diagnose
by clous-ai
Use when the user wants to diagnose engineering performance issues (individual or team), distinguish systemic vs. individual patterns, and design data-driven interventions.
mech-interp
by Pranav-Karra-3301
Mechanistic interpretability skill for understanding neural network internals. Use when: (1) Working with TransformerLens, nnsight, or SAELens (2) Analyzing attention patterns, circuits, or features (3) Training or analyzing sparse autoencoders (SAEs) (4) Activation patching, logit lens, or direct logit attribution (5) Understanding model internals ("what is this head doing?") (6) Setting up a mech interp research project Triggers: "mech interp", "mechanistic interpretability", "TransformerLens", "SAE", "sparse autoencoder", "activation patching", "logit lens", "circuits", "features", "attention heads", "residual stream", "nnsight", "nnterp", "superposition", "polysemantic", "monosemantic", "ablation", "probing", "induction head"
memory-keeper
by CrimsonDevil333333
Copy and snapshot all important agent context (MEMORY.md, memory/*.md, AGENTS.md, SOUL.md, etc.) into a dedicated archive directory or repo. Use this skill when you want to back up your memories, context, or configuration files in preparation for maintenance, corruption recovery, or transferring to another host.
lighthouse
by Onnokh
Google Lighthouse CLI reference for auditing web performance, accessibility, SEO, and best practices. Use this skill when users need to analyze website performance, run audits, generate reports, or integrate Lighthouse into their workflow.
gbp-posts
by garrettjsmith
When the user wants to create, schedule, or optimize Google Business Profile posts. Also use when the user mentions "GBP posts," "Google posts," "GMB updates," "business profile posts," "what should I post on Google," or "GBP content calendar." For overall GBP optimization, see gbp-optimization.
angular-code-review
by Olino3
Deep Angular code review of changed files using git diff analysis. Focuses on production quality, security vulnerabilities, performance bottlenecks, architectural issues, and subtle bugs in code changes.
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.
create-agents
by Olino3
Design and build custom Claude Code agents with effective descriptions, tool access patterns, and delegation strategies. Guides users through agent architecture decisions, generates paired .md and .config.json files, and ensures compliance with The Forge agent conventions. Triggers: create agent, custom agent, build agent, agent description
todo-task-run
by gendosu
Execute tasks from TODO file - Generic task runner [/todo-task-run xxx]
Compiler & Kernel Fusion (torch.compile) Integration
by sovr610
This skill should be used when the user asks to "enable torch.compile", "add compilation to training", "kernel fusion", "TorchDynamo integration", "TorchInductor optimization", "reduce-overhead mode", "max-autotune mode", "fix graph breaks", "compile health check", "shape stabilization", "dynamic shapes for compile", "bucketing for torch.compile", "compile allowlist", "compile blocklist", "compile smoketest", "CUDA graphs for training", "maybe_compile wrapper", "debug recompiles", "TORCH_LOGS compile", "compile + DDP", "compile + FSDP", "torch.compiler.disable", or needs guidance on torch.compile integration, shape management, compilation debugging, or safe fallback patterns.
strategic-review
by kanghohyeong
This tool compares and analyzes multiple methodologies to reach a given goal and provides decision-making logic and rationale. It is triggered when a user says like "create a strategy," "establish a strategy,".
typescript-performance-review
by bromanko
This skill should be used when the user asks to "review performance", "optimize TypeScript", "TypeScript performance", "performance audit", "find bottlenecks", "improve efficiency", or wants analysis of TypeScript code performance focusing on runtime hotspots, rendering efficiency, and data handling.
remotion-editor
by rayBlock
Best practices for building video editors and interactive tools with Remotion
cpp
by Olino3
Modern C++ (C++17/20/23) development and best practices
breadth-of-thought
by kimasplund
Exhaustive solution space exploration. Use when you need ALL viable options (not just the best), solution space is unknown, or you can't afford to miss alternatives.