Performance
Performance profiling and optimization
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.
edge-strategy-designer
by tradermonty
Convert abstract edge concepts into strategy draft variants and optional exportable ticket YAMLs for edge-candidate-agent export/validation.
Hooks Automation
by ruvnet
Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.
building-a-promotion-case
by RefoundAI
Help users get promoted at work. Use when someone is preparing for a promotion conversation, building their case for advancement, trying to understand what's blocking their promotion, or figuring out how to get to the next level in their career.
agent-adaptive-coordinator
by ruvnet
Agent skill for adaptive-coordinator - invoke with $agent-adaptive-coordinator
conversation-memory
by davila7
"Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history."
coding-standards
by Expensify
Provides coding standards for React Native — performance patterns, consistency rules, and clean React architecture. Use when writing, modifying, or reviewing code.
training-llms-megatron
by davila7
Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies. Use when training models >1B parameters, need maximum GPU efficiency (47% MFU on H100), or require tensor/pipeline/sequence/context/expert parallelism. Production-ready framework used for Nemotron, LLaMA, DeepSeek.
few-shot-example-gen
by a5c-ai
Few-shot example generation and optimization for improved LLM performance
sparc-methodology
by ruvnet
SPARC (Specification, Pseudocode, Architecture, Refinement, Completion) comprehensive development methodology with multi-agent orchestration
agent-code-analyzer
by ruvnet
Agent skill for code-analyzer - invoke with $agent-code-analyzer
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
astropy
by K-Dense-AI
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve coordinate transformations, unit conversions, FITS file manipulation, cosmological distance calculations, time scale conversions, or astronomical data processing.
moai-domain-database
by modu-ai
Database specialist covering PostgreSQL, MongoDB, Redis, Oracle, and advanced data patterns for modern applications. Use when user asks about database schema design, query optimization, indexing strategies, data modeling, migrations, ORM configuration, or database performance tuning. Do NOT use for API design or server-side business logic (use moai-domain-backend instead).
agent-code-review-swarm
by ruvnet
Agent skill for code-review-swarm - invoke with $agent-code-review-swarm
vercel-react-best-practices
by Arize-ai
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
agent-performance-benchmarker
by ruvnet
Agent skill for performance-benchmarker - invoke with $agent-performance-benchmarker