Set which voice pack (character voice) plays for the current chat session. Automatically enables session_override rotation mode if not already set.
Expert people analytics covering workforce analytics, HR metrics, predictive modeling, employee insights, and data-driven HR decisions.
People Data Labs integration. Manage Persons, Companies. Use when the user wants to interact with People Data Labs data.
IntBrain people, graph и policies. Используйте для people resolve/get, graph neighbors и policy reads/upserts.
Professional people's mediator with 10+ years of experience in community dispute resolution, civil conflict mediation, and neighborhood conflict management
Capture short personal notes about people you mention, store them in a lightweight DB, and recall those details whenever you ask about them later.
Automate Peopledatalabs tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Peopleforce integration. Manage hris data, records, and workflows. Use when the user wants to interact with Peopleforce data.
PeopleGoal integration. Manage data, records, and automate workflows. Use when the user wants to interact with PeopleGoal data.
PeopleHR integration. Manage data, records, and automate workflows. Use when the user wants to interact with PeopleHR data.
Peoplelogic integration. Manage data, records, and automate workflows. Use when the user wants to interact with Peoplelogic data.
Find tight PEPFlow performance guarantees with explicit full-PEP dual certificates, sparse lambda structure, S matrices, and algebraic proof state.
Prüft politische Exponiertheit und verstärkte Sorgfalt getrennt von der wirtschaftlichen Berechtigung und begrenzt die Datenweitergabe auf den konkreten Zweck.
Use when after a transformer-based de novo sequencing model (such as Casanovo) generates candidate peptide sequences from MS/MS spectra, before exporting results or using them in…
Keep skill-listing deltas scoped per agent or thread so each agent gets its own first-turn announcement surface.
Use when you have IM-MS lipidomic data from samples spiked with U13C-labeled internal standards (e.g., fully labeled yeast extract), measured CCS values stratified by lipid class…
Erklärt Versandwege, Zugangsnachweis, Fax-/Einschreiben-/Einwurf-Risiken, Behördenbriefkasten und Dokumentation im Bürokratie-Entbürokratisierung.
Use when comparing mapping outputs from two different salmon versions or implementations (e.g., C++ 1.12.0 vs.
Use when when you have deposited mass spectrometry imaging datasets for plant roots in CDF format paired with pre-computed Matlab workspaces, and you need to reproduce per-root…
Use when you have raw MS2 spectra from a sample and need to collapse them into a single sample-level representation for comparison across multiple samples, particularly when…
Use when you have computed multiple independent scoring functions (e.g., standardised strain correlation and IOKR) for a large set of potential genomic–metabolomic links and wish…
Foundational measurements and relationships. The axioms of the system — numbers, distance, angles, and the geometry of seeing.
Expert-level Perception Algorithm Engineer with deep knowledge of 3D object detection (PointPillars, VoxelNet, BEVFusion, DETR3D), semantic segmentation (BEV), multi-camera fusion…
Developer agent for AIM perception systems — LiDAR processing, camera/YOLO object detection, point cloud processing, digmap, traversability maps, and SLAM.
Image and video analysis powered by Isaac vision models. Capabilities include visual Q&A, object detection, OCR, captioning, counting, and grounded spatial reasoning with bounding…
Use when preparing an accepted IEEE PerCom paper for its IEEE Xplore camera-ready, covering de-anonymization, the IEEEtran compsocconf template and page budget, IEEE Xplore…
Use when strengthening IEEE PerCom reproducibility and open-data evidence for human-subjects sensing, covering the dataset-availability statement, de-identified datasets with…
Use when deciding what belongs in an IEEE PerCom paper body versus its dataset/artifact and any appendix, covering the tight IEEEtran 9+1 page budget, the rule that…
Use when deciding whether a pervasive-computing project belongs at IEEE PerCom or should be routed to ACM UbiComp/IMWUT, MobiCom, MobiSys, SenSys, or IPSN, and when distinguishing…
Use when planning an IEEE PerCom project timeline from venue fit through paper registration, the September submission, the early-rejection gate, the bounded rebuttal, the IEEE…
Use when revising an IEEE PerCom paper for a pervasive-computing contribution on the first page, cross-subject claims stated precisely, a limitations section that argues rather…
Percy integration. Manage data, records, and automate workflows. Use when the user wants to interact with Percy data.
Teoria da perda de uma chance aplicada ao erro medico/odontologico. Aplica STJ REsp 1.291.247/RS (paradigma — 2a Secao), REsp 1.677.083/SP, REsp 1.254.141/PR (oncologia/atraso…
Apply Ryan Holiday's framework for creating work that lasts: prioritize craft over marketing, position for timelessness, build an owned platform, and think in decades not days.
Перевод книги (PDF → MkDocs-сайт) через open-source пайплайн perevodnik. Используй, когда пользователь говорит «переведи книгу», «переведи books/<имя>.pdf», «продолжай перевод»…
Performance profiler — analyzes DB queries (any ORM), API call chains, memory usage, bundle sizes, network waterfalls, and frontend rendering.
Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost of extra compute. — from NVIDIA/skills
Measure before optimizing, target actual bottlenecks proven by profiling, and verify improvements with benchmarks.
Performance analysis coordination workflow. Guides profiling delegation, bottleneck classification (compute/memory/launch/communication/sync), and structured report generation.
Use when synthesizing perf findings into evidence-backed recommendations and decisions. — from tinkybeatz/skills-tinky
Find performance bottlenecks in the codebase. Analyzes hot code paths, database queries, memory allocation patterns, and algorithmic complexity.
Run a Lighthouse performance audit with AI fix suggestions. Use when your site is slow and you need actionable fixes.
Check bundle size impact of current changes against size-limit baselines. Use when editing apps/* or packages/rialto source, before committing, or when user asks about bundle size.
Run a performance calibration meeting so ratings across a group rest on comparable evidence and a consistent bar, not one manager's advocacy.
Run a Maestro-style performance assessment for hotspots, regressions, and optimization planning
Use when mapping code paths, entrypoints, and likely hot files before profiling. — from general/general-misc
Validate and use CPU offloading in Megatron Bridge, including layer-level activation offloading and fractional optimizer state offloading with HybridDeviceOptimizer.
Validate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine scoped graphs for attention, MLP, and MoE modules.
Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backen — from…
Scenario-aware PR-time perf review. Given a PR number or diff path, classifies touched files via the curated diff→scenario map, runs the affected subset via…
Operational guide for enabling hierarchical context parallelism in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification. — from NVIDIA/skills
Analyze host/CPU overhead in TensorRT-LLM inference from nsys traces. Detect whether host overhead is the bottleneck using GPU idle ratio, host prep exposed ratio, and per-phase…
Profiles and optimizes TensorRT-LLM host/CPU overhead using line_profiler (with nsys support planned). Runs iterative profile-analyze-optimize-validate rounds.
Add or remove `SMATCHET_UI_PERF_SCOPE("perf_temp:...")` markers per a spec provided by `perf-detective` or `spike-hunter`.
Interpret the mecatl perf MCP server's output to diagnose latency, goroutine leaks, GC pressure, allocation churn, and memory growth in a running mecatl harness.
Operational guide for enabling Megatron FSDP in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification. — from NVIDIA/skills
Use for memory growth, leaks, peak RSS — heaptrack, Instruments, memray, dhat, massif.
Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM f — from…
MoE expert-parallel communication overlap in Megatron Bridge. Covers dispatch/combine overlap, flex dispatcher backends, and expert wgrad scheduling. — from NVIDIA/skills
Choose the right MoE token dispatcher (`alltoall`, DeepEP, or HybridEP) for the hardware, EP degree, and optimization stage.