DevOps
cpu-gpu-performance
Establishes CPU/GPU baselines before resource-intensive operations. Use before builds, training runs, or any task that pins cores or GPUs for over a minute
Productivity
progressive-loading
Implements hub-and-spoke lazy loading to minimize token usage in large skills
Security
hooks-eval
Evaluate hook security, performance, and SDK compliance. Use for audits
Engineering
python-performance
Profiles Python code for performance bottlenecks and memory issues
Business
hr-skills
Master router for the HR Skills library — 100+ specialized skill packages covering the full employee lifecycle: recruiting and talent acquisition, onboarding/offboarding, performan…
Engineering
metrognome
Autonomous, scientific React Native & Expo performance optimization via a propose -> measure -> keep/revert loop. Use this WHENEVER an RN/Expo app is slow, laggy, janky, stuttering…
Engineering
mysql-query-optimization-skills
Diagnoses and tunes slow MySQL/Aurora queries using EXPLAIN ANALYZE evidence—row counts, loops, pages touched—then applies proven rewrites such as ROW_NUMBER for max-per-group, con…
Engineering
KernelWiki
Use when the user asks about optimizing NVIDIA Blackwell (SM100, B200) or Hopper (SM90, H100) GPU kernels — tcgen05/TMEM/CLC/NVFP4/2-SM cooperative, warp specialization, FlashAtten…
Business
trafego-analise
Provides narrated Meta Ads traffic analysis using VTSD terminology (Mandala of 18 types, Hidden Urgency, Wall Frame, Drill, Decorated, 3 Identities, HOT/COLD/SUPERCOLD, Quick Box, …
Engineering
agilepool
High-performance adaptive goroutine pool for Go with auto-scaling via Little's Law, sliding-window rate statistics, chunked overflow buffer, multiple idle container backends (Linke…
Engineering
optflow
Discover and deliver repository optimization work end to end: identify performance, reliability, maintainability, security, DX, and cost optimization points, prioritize by impact-e…
Productivity
liuyishou
Help workers capture work proof, protect tacit judgment, and grow a personal career moat from day-to-day work. Use when the user wants to log work, review weekly progress, spot AI-…
Web
optel-interpreter
Translate Adobe Operational Telemetry (OpTel) Explorer data into actionable recommendations for AEM Edge Delivery Services sites. OpTel Explorer provides real user monitoring data …
Web
wordpress-performance-best-practices
WordPress performance optimization guidelines for plugin, theme, and custom code development. This skill should be used when writing, reviewing, or refactoring WordPress PHP code t…
Engineering
ffmpeg-asm
Integrates custom FFmpeg builds and hand-written assembly for libavcodec, libavfilter, and libswscale targeting x86_64 (SSE/AVX/AVX2/AVX-512) and AArch64 (NEON/SVE/SVE2) via x86inc…
Business
marketplace-seller-performance-review
Designs or audits marketplace seller-performance systems that normalize opportunity, evidence, confidence, cold-start handling, baselines, coaching, badges, fairness, and anti-gami…
Web
wordpress-consultant
Delivers senior WordPress consulting via a fixed 10-section framework covering architecture, performance, security, scalability, WooCommerce, and technical debt, with a scored fina…
Engineering
audit-deep
Composite skill — full project health check across testing, config, hooks, performance, security, MCP, and plugins. Runs audit skills in parallel and reconciles into one severity-r…
Content
higgsfield-acting
Generates a reusable acting master profile for each character—behavior under pressure, objectives, tactics, subtext, body language, and eye life—plus per-scene rewrites and a locke…
Web
cwv-optimizer
Diagnose and fix Core Web Vitals issues on AEM Edge Delivery Services pages. Addresses EDS-specific performance patterns including the 100KB LCP budget, E-L-D loading phases, block…
Engineering
magento2-code-review
Orchestrates Magento 2 code reviews for PRs, modules, themes, or full projects by invoking the QA trio (magento2-linter, magento2-security-scan, magento2-performance-audit) and mag…
Web
images-media
Images, icons, fonts, and video — responsive images, modern formats, lazy loading, CLS/LCP optimization, SVG handling, font loading. Use when adding or optimizing images, fonts, vi…
Web
pagespeed-audit-report-writer
Transforms PageSpeed, Lighthouse, Core Web Vitals, or performance audit data into polished, client-ready reports. Handles single or multi-page audits from raw metrics, screenshots,…
Engineering
workflow-performance-investigation
Systematic performance profiling workflow: establish baseline metrics, select appropriate profiler across language ecosystems, capture CPU/alloc traces under load, classify bottlen…
Testing
qa-testing-routing
Routes QA and testing tasks across visual QA, certification, performance, API, accessibility, tools, and workflow optimization. Handles evidence-based bug reporting with screenshot…
Business
scaling-people
Applies Claire Hughes Johnson's Scaling People framework: four operating principles, founding documents, FOCUS(S) goals, personal operating manuals, structured hiring loops, hypoth…
Business
trade-performance-coach
Reviews closed trades, partial exits, and monthly aggregates for process adherence, risk discipline, execution quality, and trading behavior patterns. Works after record-producing …
Engineering
dotnet-performance-aot-review
Reviews .NET performance posture, Native AOT, and trimming readiness by analyzing .csproj files, trim warnings, benchmarks, and hot-path source for reflection/serialization risks, …
Security
brutal-review
Zero-tolerance multi-agent code review system. Launches parallel reviewers across Security, Architecture, Quality, Performance, and Style with MCP integration and weighted scoring;…
Security
memory-load-check
Reviews PRs and diffs for unbounded memory loading, concurrency issues, oversized payloads, and missing pagination or byte caps. Apply during cleanup jobs, data imports, file parsi…
Engineering
hotspot-optimizer
Scans codebases for performance hotspots including slow loops, N+1 queries, redundant computation, and high-complexity paths, then safely optimizes them behind existing tests. Rank…
Engineering
rad-code-review
Performs blame-aware code reviews with 3-role adversarial analysis, AI slop detection across 14 patterns, framework IDOR checks, WCAG 2.2 compliance, performance heuristics, and se…
Business
sales-performance-review
Aggregates every sales initiative across a period—campaigns, inbound, events, partnerships, content, referrals—and measures each one's pipeline and revenue impact. Produces a share…
Engineering
audit-perf
Static performance audit for routes, pages, server functions, or modules. Detects N+1 queries, missing indexes, oversized SELECTs, sequential awaits, unoptimized React paths, and c…
Testing
auditing-compose-performance
Runs an end-to-end Jetpack Compose performance audit for broad symptoms like sluggishness or rough scrolling. Sequences Measure → Diagnose → Fix → Verify phases across 25 focused s…
Engineering
nfr-assess
Evaluates non-functional requirements across Security, Performance, Reliability, Maintainability, Scalability, and Usability using measurable criteria and evidence-based scoring. I…
Data
planner-cost-model
PostgreSQL planner cost model: estimates query execution cost via costsize.c functions (cost_seqscan, cost_index, cost_nestloop, etc.) and GUCs (seq_page_cost, random_page_cost, cp…
Data
diag-mysql-slow-query
Diagnoses MySQL slow queries end-to-end: enable/analyze slow query logs, identify top-N slow SQL, run EXPLAIN on execution plans, detect missing indexes, full scans, large result s…
Engineering
gale-v2-refactor
Refactors accumulated CPU/GPU DG optimizations into clean building blocks behind src/sim/'s Sim/Device layer while preserving measured performance. Includes distilled working rules…
Engineering
performance-regression-analysis
Analyzes measured performance regressions against explicit baselines and workloads via profiles, benchmarks, traces, logs, or reproducible experiments. Covers algorithms, I/O, cach…
Engineering
Reddiant
When generating code (follow these points and their priority is in the give order): - Use best practices and industry standards - Give efficient, optimized and highly performant co…
Engineering
rust-invariant-performance
Audit Rust crates for performance while preserving invariants, parse-don't-validate boundaries, typed errors, safety, and API orthogonality. Targets hot paths in numerical, geometr…
Testing
gmeasure
Benchmark and measure Go code performance with gmeasure: group named measurements via RecordValue, RecordDuration, or repeated sampling, capture timings with Stopwatch, summarize w…
Web
improve-website
Transforms an underperforming website into a prioritized backlog of conversion, usability, messaging, and performance fixes—each framed as a testable experiment. Coordinates multip…
Testing
terminal--artillery
Performs load testing and performance testing using Artillery with YAML-based scenario definitions. Activates for mentions of Artillery, YAML load test, WebSocket testing, Socket.i…
Engineering
expert-analysis
Dispatches parallel subagents, one per domain, to analyze a feature against the codebase. Each expert covers architecture, performance, data/state, UI/UX, security, testing, or bui…
DevOps
fabric-rest-api-perf-remediate
Diagnose and resolve Microsoft Fabric REST API performance issues including HTTP 429 throttling, long-running operation timeouts, pagination bottlenecks, and slow responses. Handle…
Web
webperf-resources
Analyzes network conditions (connection type, bandwidth, RTT, save-data) and applies adaptive loading: compression tiers, critical CSS inlining, autoplay/quality reductions, and pe…
AI / ML
cutile-autotuning
Adds, modifies, optimizes, or debugs CuTile autotuning code. Triggered by exhaustive_search, replace_hints, hints_fn, cuda.tile.tune, autotune filenames, or performance issues. Cov…
Productivity
vscode-doctor
Diagnose slow or freezing editor performance with evidence-first, zero-hardcoded-assumption workflow. Use for reports of lag, typing delay, UI freezes, extension host stalls, file …
Web
enhance-web-web3d
Audit-first skill that adds performant 3D and cinematic motion to existing web apps using Three.js/React Three Fiber, GSAP ScrollTrigger, and Motion/React Spring. Works across any …
Testing
ios-ettrace-performance
Capture and interpret ETTrace profiles for iOS simulator apps, including symbolicated launch and runtime flamegraphs. Use to profile app flows, gather performance traces, identify …
AI / ML
inference_perf_hillclimb
Profiler-driven hill-climbing that narrows the inference throughput gap between unified and native model paths. Benchmarks generation speed, climbs optimization levels (compile, CU…
Data
sql-engineer
Senior SQL specialist for query design, optimization, and schema-aware performance tuning across relational databases. Activates on requests like "optimize this query" or "design i…
Data
zymtrace-anchored-query
Reusable wrapper for the knowledge-base-first SQL pattern on the zymtrace ClickHouse backend. Anchors the `zymtrace_profiling.events` schema first, derives safe narrow queries, exe…
Automation
workload-balancing
Balances Python workloads via ProcessPoolExecutor, asyncio semaphores, work-stealing queues, and LPT binning to reduce idle time and uneven load. Applies to CPU- or I/O-bound pools…
Engineering
roblox-best-practices
Enforces Luau coding standards for Roblox projects across any framework. Reviews or refactors Scripts, LocalScripts, and ModuleScripts for naming, layout, performance, memory, netw…
Engineering
webgpu-metal-debug-kit
Debug Chrome WebGPU applications on macOS — browser-level via Chrome DevTools MCP, GPU-driver-level via Xcode xctrace Metal System Trace. Use when: WebGPU rendering bugs, GPU perfo…
Web
nuxt-data-audit
Audits Nuxt apps for data-fetching and performance compliance across 14 checklist items. Scans .vue/.ts files for useFetch, useAsyncData, $fetch and related patterns, then scores d…
Web
developing-react-apps
Provides 47 React and Next.js performance best practices for async patterns, bundle optimization, rendering strategies, re-render prevention, and JavaScript efficiency. Applies to …
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