Systematic workflow for MoE training optimization in Megatron Bridge, based on the Megatron-Core MoE paper.
Analyze ncu (NVIDIA Nsight Compute) profiling output: SOL% bottleneck classification, roofline analysis, occupancy diagnosis, memory hierarchy analysis, warp stall analysis,…
Nsight Systems (nsys) CLI for system-level timeline profiling. Use when the user wants to run nsys profile, analyze .nsys-rep reports, use nsys stats/analyze/recipe commands,…
Performance optimization coordination playbook. Contains specialist routing table, TileIR two-step pipeline, kernel generation specialist selection, prioritization criteria, and…
Operational guide for choosing and combining parallelism strategies in Megatron Bridge, including sizing rules, hardware topology mapping, and combined parallelism config — from…
Hotspot detection and performance root-cause analysis — flamegraph interpretation, allocation tracking, latency profiling, regression measurement.
Validate and use packed sequences and long-context training in Megatron-Bridge, distinguishing offline packed SFT for LLMs from in-batch packing for VLMs, and applying th — from…
Use when generating performance hypotheses backed by git history and code evidence. — from general/general-misc
Operational guide for enabling TP, DP, and PP communication overlap in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification. — from NVIDIA/skills
Perfect Gym Solutions S.A. integration. Manage data, records, and automate workflows. Use when the user wants to interact with Perfect Gym Solutions S.A. data.
API de Perfis de Clientes da Tray. Utilize quando o desenvolvedor precisar gerenciar perfis (grupos/segmentos) de clientes da loja, incluindo criação, consulta, atualização,…
Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms — from Claude Flow Team
Comprehensive performance analysis, bottleneck detection, and optimization recommendations for Claude Flow swarms — from bg-szy/TOP-SKILLS
Automatically analyze performance issues when user mentions slow pages, performance problems, or optimization needs.
Comprehensive performance analysis and Core Web Vitals optimization for Drupal and WordPress projects. Spawns performance-specialist for full analysis.
Capture performance baselines before migration for regression comparison and SLA verification
Performance budget tanımı + CI enforcement. Web Vitals (LCP/INP/CLS), JS/CSS bundle size, API p95/p99 latency, DB query, memory/CPU, cost budget.
Use when declaring, measuring, or enforcing performance thresholds as a quality contract rather than as an aspirational target.
Use when the user wants to pull live metrics from all connected analytics platforms and get an instant performance snapshot with KPIs, trends, and comparisons to targets.
Diagnoses pipeline performance issues -- slow jobs, expensive queries, latency trends -- using Monte Carlo's cross-platform observability.
Expert in system optimization, profiling, and scalability. Specializes in eBPF, Flamegraphs, and kernel-level tuning.
Performance specialist perspective for the weekly review. Focuses on bundle size, LCP / CLS / INP, avoidable re-work, image and font optimization.
Auto-invoke when reviewing loops, data fetching, rendering, database queries, or resource-intensive operations.
Verify performance implications were considered and no obvious anti-patterns exist. Issues result in WARNINGS.
Performance Lighthouse Runner - Auto-activating skill for Frontend Development. Triggers on: performance lighthouse runner, performance lighthouse runner Part of the Frontend…
Record actual post-publish performance data — likes, retweets, PV, saves, comments, shares, and revenue per content piece.
Real-time performance monitoring and metrics collection for HR-IMS | การตรวจสอบประสิทธิภาพแบบเรียลไทม์และการเก็บรวบรวมเมตริกสำหรับ HR-IMS
Expert in observing, benchmarking, and optimizing AI agents. Specializes in token usage tracking, latency analysis, and quality evaluation metrics.
Optimizes application performance. Use when performance requirements exist, when you suspect performance regressions, or when Core Web Vitals or load times need improveme — from…
Identifies and fixes performance bottlenecks in code, databases, and APIs. Measures before and after to prove improvements.
Identifies performance bottlenecks including N+1 queries, inefficient loops, memory leaks, and slow algorithms.
Performance profiling principles. Measurement, analysis, and optimization techniques.
แบบประเมินผลงาน + feedback | สำหรับ HR ธุรการ หรือผู้จัดการที่ต้อง. Triggers when user says (Thai/EN): 'performance review', 'ประเมินผลงาน
Enforce Core Web Vitals optimization. Use when building user-facing features, reviewing performance, or when Lighthouse scores drop.
Configure and execute access recertification campaigns in Saviynt Enterprise Identity Cloud to validate user
Conduct systematic access reviews and certifications to ensure users have appropriate access rights aligned with
Investigate Active Directory compromise by analyzing authentication logs, replication metadata, Group Policy
Use AI and LLM-based reasoning to correlate findings across multiple OSINT sources—username enumeration, email
Uses Microsoft RESTler to perform stateful REST API fuzzing by automatically generating and executing test sequences
Performs API inventory and discovery to identify all API endpoints in an organization''s environment including
Structures autopsy examination with organ system review, cause-of-death determination, and documentation.
Conduct forensic investigations in cloud environments by collecting and analyzing logs, snapshots, and metadata
Execute cloud-native incident containment across AWS, Azure, and GCP by isolating compromised resources, revoking
Uses AWS Athena to query CloudTrail, VPC Flow Logs, S3 access logs, and ALB logs for forensic investigation.
Detects container escape attempts by analyzing namespace configurations, privileged container checks, dangerous
Conducts disk forensics investigations using forensic imaging, file system analysis, artifact recovery, and
Execute a phased DMARC rollout from p=none monitoring through p=quarantine to p=reject enforcement, ensuring
Enumerates DNS records, attempts zone transfers, brute-forces subdomains, and maps DNS infrastructure during
Detects DNS tunneling by computing Shannon entropy of DNS query names, analyzing query length distributions,
Documents procedural indications, consent, technique, and complications for ED procedures. Use when performing emergency procedures, documenting procedural notes, or recording…
Performs digital forensics investigation on compromised endpoints including memory acquisition, disk imaging,
Performs entitlement review and access certification campaigns using SailPoint IdentityIQ including manager
Recover files from disk images and unallocated space using Foremost's header-footer signature carving to extract
Performs firmware image extraction and analysis using binwalk to identify embedded filesystems, compressed archives,
Guides intraoperative frozen section evaluation with rapid diagnostic protocols and communication. Use when performing frozen sections, providing intraoperative diagnoses, or…
Perform coverage-guided fuzzing of compiled binaries using AFL++ (American Fuzzy Lop Plus Plus) to discover
Documents image-guided biopsy, drainage, and injection procedures with technique and specimens. Use when performing IR procedures, documenting image-guided interventions, or…
Detects lateral movement techniques including Pass-the-Hash, PsExec, WMI execution, RDP pivoting, and SMB-based
Perform lateral movement across Windows networks using WMI-based remote execution techniques including Impacket
Analyze volatile memory dumps using Volatility 3 to extract running processes, network connections, loaded modules,