Performance
Performance profiling and optimization
organizational-design
by RefoundAI
Help users design effective organizational structures. Use when someone is thinking about team structure, deciding between functional vs. divisional models, planning a reorg, or figuring out how to structure product teams.
engineering-culture
by RefoundAI
Help users build strong engineering culture. Use when someone is improving developer experience, fostering technical excellence, designing engineering practices, or scaling an engineering organization.
agent-challenges
by ruvnet
Agent skill for challenges - invoke with $agent-challenges
agent-gossip-coordinator
by ruvnet
Agent skill for gossip-coordinator - invoke with $agent-gossip-coordinator
agent-automation-smart-agent
by ruvnet
Agent skill for automation-smart-agent - invoke with $agent-automation-smart-agent
agent-code-analyzer
by ruvnet
Agent skill for code-analyzer - invoke with $agent-code-analyzer
powerbi-modeling
by github
'Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implementing RLS, or optimizing model performance. Triggers on queries about DAX calculations, table relationships, dimension/fact table design, naming conventions, model documentation, cardinality, cross-filter direction, calculation groups, and data model best practices. Always connects to the active model first using power-bi-modeling MCP tools to understand the data structure before providing guidance.'
AgentDB Performance Optimization
by ruvnet
"Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors."
agent-code-review-swarm
by ruvnet
Agent skill for code-review-swarm - invoke with $agent-code-review-swarm
operations-manager
by borghei
Expert operations management covering process optimization, operational efficiency, resource management, and continuous improvement.
peft-fine-tuning
by davila7
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of parameters with minimal accuracy loss, or for multi-adapter serving. HuggingFace's official library integrated with transformers ecosystem.
sector-analyst
by tradermonty
This skill should be used when analyzing sector and industry performance charts to assess market positioning and rotation patterns. Use this skill when the user provides performance chart images (1-week or 1-month timeframes) for sectors or industries and requests market cycle assessment, sector rotation analysis, or strategic positioning recommendations based on performance data. All analysis and output are conducted in English.
flow-nexus-platform
by ruvnet
Comprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challenges
ai-agents-architect
by sickn33
"Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling."
Swarm Orchestration
by ruvnet
"Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems."
ai-agents-architect
by davila7
"Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool use, function calling."
anndata
by K-Dense-AI
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
agent-performance-analyzer
by ruvnet
Agent skill for performance-analyzer - invoke with $agent-performance-analyzer
V3 Deep Integration
by ruvnet
"Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as specialized extension rather than parallel implementation."
V3 MCP Optimization
by ruvnet
"MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times."
V3 Performance Optimization
by ruvnet
"Achieve aggressive v3 performance targets: 2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvements, 50-75% memory reduction. Comprehensive benchmarking and optimization suite."
backtest-expert
by tradermonty
Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies. Covers "beating ideas to death" methodology, parameter robustness testing, slippage modeling, bias prevention, and interpreting backtest results. Applicable when user asks about backtesting, strategy validation, robustness testing, avoiding overfitting, or systematic trading development.
architect-diagnose-performance
by iterate
Diagnose latency, saturation, and throughput regressions.
monitor-fly-io-usage
by iterate
Monitor Fly machine health and use focused playbooks.