Performance
Performance profiling and optimization
jump-trading-fpga-hft
by copyleftdev
Build trading systems in the style of Jump Trading, the high-frequency trading firm pioneering FPGA-based trading. Emphasizes hardware acceleration, network optimization, and nanosecond-level execution. Use when building FPGA trading systems, network-optimized infrastructure, or ultra-low-latency order execution.
multi-agent-patterns
by Nymbo
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.
meta-ads
by Zuttam
Use when working with Meta (Facebook/Instagram) advertising campaigns. Triggers on: "meta ads", "facebook ads", "instagram ads", "create campaign", "plan campaign", "ad performance", "optimize ads", "campaign metrics", "audience targeting", "ad creative", "ROAS", "CPA", "CTR optimization"
craft-coder-help
by timequity
Help and documentation for Craft-Coder plugin. Use when: user asks about available skills, commands, or how to use this plugin. Triggers: "help", "what can you do", "craft help", "как пользоваться".
pavlo-database-performance
by copyleftdev
Optimize databases in the style of Andy Pavlo, CMU professor and database performance expert. Emphasizes understanding internals, benchmarking rigorously, and making informed architectural choices. Use when tuning query performance, designing storage engines, or evaluating database technologies.
evaluation
by Nymbo
Build evaluation frameworks for agent systems. Use when testing agent performance, validating context engineering choices, or measuring improvements over time.
performance-profiling
by timequity
Identify performance bottlenecks systematically. Measure before optimizing.
jacobson-network-performance
by copyleftdev
Engineer network systems in the style of Van Jacobson, the architect of TCP congestion control who saved the internet from collapse. Emphasizes congestion avoidance, RTT-based adaptation, queue management, and understanding network dynamics. Use when optimizing network performance, implementing congestion control, or diagnosing latency issues.
virtu-market-microstructure
by copyleftdev
Build trading systems in the style of Virtu Financial, the leading electronic market maker and execution services firm. Emphasizes market microstructure, optimal execution, order routing, and minimizing market impact. Use when building execution algorithms, smart order routers, or analyzing market microstructure.
lua-basics
by germanfndez
Effective Lua programming for FiveM - functions, tables, variables, conditionals, error handling. Use when writing or reviewing Lua code for FiveM resources.
lead-research
by Zuttam
Research LinkedIn prospects to find personalization opportunities and ice breakers. Use when user wants to research a lead, personalize outreach, find ice breakers, or understand a prospect better. Can be invoked with linkedin_url, lead_name, or campaign_id.
kennedy-mechanical-sympathy
by copyleftdev
Write Go code in the style of Bill Kennedy, author of Go in Action. Emphasizes mechanical sympathy, data-oriented design, and understanding how Go code executes. Use when writing performance-critical Go or when teaching Go fundamentals.
troubleshooting-kubernetes
by galihcitta
Diagnoses and fixes Kubernetes issues with interactive remediation. Use when pods crash (CrashLoopBackOff, OOMKilled), services unreachable (502/503, empty endpoints), deployments stuck (ImagePullBackOff, pending). Also use when tempted to run kubectl fix commands directly without presenting options, or when user says "just fix it" for K8s issues.
juce-best-practices
by yebot
Professional JUCE development guide covering realtime safety, threading, memory management, modern C++, and audio plugin best practices. Use when writing JUCE code, reviewing for realtime safety, implementing audio threads, managing parameters, or learning JUCE patterns and idioms.
cloudflare-performance-engineering
by copyleftdev
Engineer high-performance network systems in the style of Cloudflare's performance team. Emphasizes kernel bypass (XDP/eBPF), edge computing with V8 isolates, Rust for systems programming, smart routing, and measuring everything. Use when building globally distributed systems, DDoS mitigation, CDN infrastructure, or any system where every millisecond matters at massive scale.
frida-stalker-android
by yfe404
"Trace native execution on Android with Frida Stalker (Frida 17+): call summaries, event parsing, transforms, and performance-safe start/stop patterns."
lampson-system-design
by copyleftdev
Design systems using Butler Lampson's principles of abstraction, interfaces, and practical wisdom. Emphasizes clean abstractions, security foundations, and time-tested design hints. Use when making architectural decisions, designing APIs, or building systems that must evolve over decades.
ai-persona-creator
by Tempuss
Use when analyzing stakeholder psychology for negotiations, proposals, or persuasion. Creates research-backed personas revealing hidden motivations.
speckit-analyze-zh
by forztf
对spec.md、plan.md和tasks.md三个核心文档进行非破坏性跨工件一致性和质量分析。在任务生成后识别不一致、重复、模糊和规范不足的项目。触发词包括："speckit-analyze"、"speckit分析"、"文档一致性分析"、"规范分析"、"质量检查"、"工件分析"、"spec分析"、"plan分析"、"task分析"。
artifact-collection
by SherifEldeeb
Collect and preserve digital forensic artifacts from systems and devices. Use when responding to incidents, collecting evidence for investigation, or preserving volatile data. Supports Windows, Linux, macOS artifact collection with chain of custody.
python-performance-optimization
by spjoshis
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
ctx:parallel-expert
by Shakes-tzd
Expert guidance on parallel development workflows using git worktrees and multi-agent execution. Use when users mention parallel work, concurrent development, speeding up development, working on multiple features simultaneously, or scaling team productivity. Activate for questions about task decomposition, worktree management, or parallelization strategies.
investment-portfolio-analyzer
by LKB-99
"Use this skill for in-depth analysis and management of investment portfolios using key risk and performance metrics. Triggers: investment portfolio, portfolio analysis, risk management, asset allocation, stock analysis, investment returns, portfolio optimization, analyze my investments, carteira de investimentos, análise de portfólio."
swiftui-expert
by SwiftyJourney
Write, review, or improve SwiftUI code following best practices