Performance
Performance profiling and optimization
frida-17
by yfe404
Frida 17 JavaScript API compatibility checker and fixer. Use when writing, reviewing, or fixing Frida scripts, especially when migrating from older Frida versions. Detects deprecated APIs removed in Frida 17 (May 2025) and provides correct replacements. Covers Module, Memory, Process APIs and common naming conflicts.
sprint-planning
by spjoshis
Master sprint planning with capacity calculation, story selection, commitment, and effective planning techniques for successful sprints.
networkx
by eyadsibai
Use when "NetworkX", "graph analysis", "network analysis", "graph algorithms", "shortest path", "centrality", "PageRank", "community detection", "social network", "knowledge graph"
memory-system-v2
by kellyclaudeai
Fast semantic memory system with JSON indexing, auto-consolidation, and <20ms search. Capture learnings, decisions, insights, events. Use when you need persistent memory across sessions or want to recall prior work/decisions.
running-content-engine
by amogha-dalvi
Use when the team needs a systematic content production workflow, when content output is ad hoc or inconsistent, when existing content lacks a distribution plan, when BOFU conversion content is missing, or when a single content person needs to maximize output with AI assistance. Use when content exists but has no measurement or repurposing system.
llm-inference
by eyadsibai
Use when "LLM inference", "serving LLM", "vLLM", "llama.cpp", "GGUF", "text generation", "model serving", "inference optimization", "KV cache", "continuous batching", "speculative decoding", "local LLM", "CPU inference"
Code Review Checklist
by LKB-99
50 skills para Manus com acionamento automático - IA, Marketing, Finanças, Saúde, Produtividade, Desenvolvimento e mais
memory-systems
by eyadsibai
Use when implementing agent memory, persisting state across sessions, building knowledge graphs, tracking entities, or asking about "agent memory", "knowledge graph", "entity memory", "vector stores", "temporal knowledge", "cross-session persistence"
hytale-custom-entities
by MnkyArts
Create custom entities and NPCs for Hytale with AI behaviors, components, spawning, and animations. Use when asked to "create a custom entity", "add an NPC", "make a mob", "design AI behavior", or "configure entity spawning".
quality-metrics
by Logos-Liber
Test coverage, code quality, defect metrics, and QA KPIs
memory-forensics
by SherifEldeeb
Analyze volatile memory (RAM) dumps for forensic investigation. Use when investigating malware infections, rootkits, process injection, credential theft, or any incident requiring analysis of system memory state. Supports Windows, Linux, and macOS memory images.
ctx:performance
by Shakes-tzd
Analyze and optimize parallel workflow performance. Use when users report slow parallel execution, want to improve speed, or need performance analysis. Activate for questions about bottlenecks, time savings, optimization opportunities, or benchmarking parallel workflows.
go-concurrency
by spjoshis
Master Go concurrency with goroutines, channels, select, sync primitives, and patterns for building concurrent applications.
tavus-cvi-knowledge
by Tavus-Engineering
Add knowledge bases and persistent memories to Tavus CVI personas. Use when uploading documents for RAG, enabling personas to reference PDFs/websites, persisting context across conversations, or building personas that remember users.
image-evaluation
by ppdbxdawj
Provides reference for evaluating AI-generated images and text-to-image (T2I) models. Covers mainstream benchmarks (PartiPrompt, GenAI-Bench, VQAScore, ImageEval, DrawBench, T2I-CompBench++, HRSBench, RAHF, BodyMetric, Human Distortion, Reason-Edit, etc.), metrics (FID, CLIPScore, VQAScore, human alignment, realism), and dataset scales. Use when the user asks about AI image evaluation, T2I benchmarks, image quality metrics, 图像评估, 文生图评测, benchmark, VQAScore, FID, 图文对齐, or how to evaluate generated images.
schengen-visa-helper
by 0xhardman
Schengen tourism visa (single applicant) preparation and pre-check assistant. Guides users step by step from onboarding to final review. Works with any Schengen country - user provides their consulate's checklist and application form. Triggers on "check my visa materials", "prepare visa", "Schengen visa", "pre-check", "visa precheck", "review my materials", or any Schengen visa material task. Users with all materials ready can jump directly to Phase 6 review by saying "check my visa materials" or "pre-check".
performance
by pluginagentmarketplace
Angular performance optimization, change detection strategies, and bundle optimization
llm-training
by eyadsibai
Use when "training LLM", "finetuning", "RLHF", "distributed training", "DeepSpeed", "Accelerate", "PyTorch Lightning", "Ray Train", "TRL", "Unsloth", "LoRA training", "flash attention", "gradient checkpointing"
dask
by eyadsibai
Use when "Dask", "parallel computing", "distributed computing", "larger than memory", or asking about "parallel pandas", "parallel numpy", "out-of-core", "multi-file processing", "cluster computing", "lazy evaluation dataframe"
huggingface-tokenizers
by eyadsibai
Use when "tokenizers", "HuggingFace tokenizer", "BPE", "WordPiece", or asking about "train tokenizer", "custom vocabulary", "tokenization", "subword", "fast tokenizer", "encode text"
Performance Optimization
by LKB-99
50 skills para Manus com acionamento automático - IA, Marketing, Finanças, Saúde, Produtividade, Desenvolvimento e mais
flutter-performance
by spjoshis
Optimize Flutter app performance with widget rebuilds, memory management, rendering optimization, and profiling techniques. Achieve smooth 60fps rendering.
agile-metrics
by spjoshis
Master agile metrics with velocity, burn-down charts, cycle time, and team health indicators for data-driven improvement.
team-coordination
by spjoshis
Master team coordination with leadership, communication, conflict resolution, and collaboration techniques for high-performing teams.