Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via gradients, building hybrid quantum-classical models, or need — from…
Core implementation skill for PennyLane-first hybrid quantum neural network models.
Penrose is an open-source platform that creates beautiful mathematical and scientific diagrams from plain text notation.
Long-context MoE training guidance for Megatron Bridge. Covers CP sizing, selective recompute, dispatcher choices, and practical patterns from DSV3, Qwen3, and Qwen3-Next — from…
Practical guidance for training MoE VLMs in Megatron Bridge. Compares FSDP and 3D-parallel approaches, using rounded lessons from Qwen3-VL, Qwen3-Next, and other multimod — from…
Code instrumentation for timing workloads. Two scenarios: (1) Training loop — inject manual timing to report per-iteration latency, throughput (samples/sec), and data load time.
Realizar una evaluación de Validación de Sistemas Informatizados (CSV) siguiendo la metodología GAMP 5.
Performance benchmarking expertise for shell tools, covering benchmark design, statistical analysis (min/max/mean/median/stddev), performance targets (<100ms, >90% hit rate),…
Use when you have a pretrained model with documented performance on a bounded input domain (e.g., molecules ≤19 heavy atoms, sequences <1000 bp) and you need to establish whether…
Estimate causal effects from existing data. Use when fitting or interpreting DiD, ITS, synthetic control, regression discontinuity, or other treatment-effect analyses, including…
Automate network traffic analysis using tshark and pyshark for protocol statistics, suspicious flow detection,
How Brock produces PerformOS website builds — research, legal, strategy, markdown deliverables. NEVER deploys. NEVER pushes Vercel or GitHub.
Use when after running PERMANOVA on distance matrices derived from FT-ICR MS metabolite peak intensities or other high-dimensional compositional data, when p-values indicate…
Use when you have normalized peak intensities or abundance matrices from mass spectrometry (e.
Perform AI-powered web searches using a Perplexica instance. Returns a synthesized answer with cited sources.
Web search and research using Perplexity AI. Use when user says "search", "find", "look up", "ask", "research", or "what's the latest" for generic queries.
Deep search via Perplexity API. Three modes: search (quick facts), reason (complex analysis), research (in-depth reports). Returns AI-grounded answers with citations.
Use Perplexity API for web-grounded AI search and research. Use when user needs up-to-date information, multi-step reasoning with web citations, exhaustive research with — from…
Use Perplexity API for web-grounded AI search and research. Use when user needs up-to-date information, multi-step reasoning with web citations, exhaustive research with — from…
Execute Perplexity multi-turn research sessions and batch query pipelines. Use when conducting in-depth investigations, generating research briefs, or processing multiple related…
Système de recherche externe via Perplexity Pro (human-in-the-loop). Détecte le besoin de recherche, génère des prompts optimisés, indique si Deep Research est recommandé.
Use when conducting web research with Perplexity API - covers authentication, search strategies, structured output generation, and integration patterns for Claude-interpretable…
AI-powered web search and research using the Perplexity API (Sonar models). Performs deep web research with citations, fact-checking, competitive analysis, market research, and…
Perform web searches via Perplexity WebUI using Playwright automation. Extract answers, sources, and citations for research tasks.
Generates a structured biographical research plan for a specific person, listing the public-record sources to check, the biographical questions to answer, and the verification…
Generate AI agent personas with authentic backstories, demographics, and personality traits for TraitorSim.
One repeatable pass that keeps fak serving the top-10 personas who land on it — from the free-tier dev who downloads a binary and won't read a word, through the infra engineer who…
Multi-persona content generation — write the same topic from different audience perspectives (beginner, advanced, executive, etc.).
Company Research — produces a cached per-company brief covering recent news, leadership, funding, eng-blog signal, Glassdoor read, podcast appearances, tech stack, public talks.
Expert personal finance coach with deep knowledge of tax optimization, investment theory (MPT, factor investing), retirement mathematics (Trinity Study, SWR research), and…
Interview Prep — generates a structured pre-round brief: predicted questions by round type, STAR story mapping, three sharp questions to ask, follow-up email skeleton.
Fase 1 - Research Protocol. Busca autonoma no codebase, consulta MCPs, mapeia arquivos e gera PRD.md. Aplica S.A.I.S (Solicitar + Analisar) e S.D.A inicial.
Levanta DOIs, autores e referências peer-reviewed sobre um tema de psicologia. Substitui o Claude Project ad-hoc "Pesquisa Acadêmica para DOIs" trazendo a busca pra dentro do…
Perform petrophysical log interpretation and formation evaluation for oil and gas wells. Covers shale volume from gamma ray using linear and Larionov methods, porosity from…
Self-hosted AI workspace — Chat, Agent, Email IMAP AI triage, Deep Research, Calendar, Memory/Skills. Dùng khi cần build hoặc self-host một AI assistant đầy đủ tính năng.
Answer PostgreSQL core database questions by researching the local postgres source tree, PostgreSQL documentation under doc/src/sgml, relevant source code, and DeepWiki repository…
The PostgreSQL cumulative-statistics framework — `src/backend/utils/activity/pgstat*.c` (post-PG-15 shared-memory design).
6 pharmaceutical research skills. Trigger: drug discovery, pharmacology, clinical trial design, regulatory filing.
Researches phase implementation for planning. Spawned by /gsd:plan-phase or /gsd:research-phase orchestrators.
Phaser.js 2D game development skill for web games, arcade physics, and web deployment.
Expert system for generating comprehensive biomedical phenotype introductions with structured academic content.
Run phi CLI commands for the dyno protein analysis platform: fetch structures, run folding/inverse-folding pipelines (ESMFold, AlphaFold2, ProteinMPNN), filter and score…
Philosophical theology — the use of philosophical tools to analyze and evaluate theological claims. Covers classical arguments for and against the existence of God (cosmological,…
Research methods and analytical frameworks for philosophical inquiry and scho...
Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, review experiments, inspect datasets, and query the GraphQL API.
Guide for the phoenix-client TypeScript package — experiment lifecycle, tracer provider management, and test conventions.
Write, extend, and debug PXI Playwright E2E tests for Phoenix. Use when adding PXI agent frontend specs, authoring LLM-as-judge rubrics, asserting PXI tool use, persisting PXI…
Identifies the most relevant photo archives, picture libraries, and institutional collections likely to hold historical images for a specific story, topic, or time period — and…
Expert photography composition critic grounded in graduate-level visual aesthetics education, computational aesthetics research (AVA, NIMA, LAION-Aesthetics, VisualQuality-R1),…
Rename photos using image analysis, GPS metadata, and web research to generate descriptive real-world filenames such as "grand_canyon_phantom_ranch.jpg" or…
AI-native advisory practice for the Broomva ecosystem. Encodes top-firm consulting methodology (Three Horizons, MIT CISR digital maturity, JTBD, Value Proposition Canvas,…
Build and analyze phylogenetic trees using MAFFT (multiple alignment), IQ-TREE 2 (maximum likelihood), and FastTree (fast NJ/ML). Visualize with ETE3 or FigTree.
Earth systems science covering plate tectonics, landforms, erosion, biomes, hydrosphere, atmospheric circulation, and the interactions among lithosphere, hydrosphere, atmosphere,…
Use when targeting Physical Review Applied (PRApplied) or deciding whether an applied-physics manuscript bridging fundamental physics and devices, quantum technology, photonics,…
Use when targeting Physical Review B (PRB) or deciding whether a condensed matter or materials physics manuscript fits this APS archival venue.
Use when targeting Physical Review E (PRE) or deciding whether a statistical, nonlinear, soft-matter, or complex-systems physics manuscript fits this APS archival venue.
Use when targeting Physical Review Letters (PRL) or deciding whether a physics manuscript fits this Letter-format, broad-importance venue.
Use when targeting Physical Review X (PRX) or deciding whether a physics manuscript fits this open-access, high-impact, cross-subfield, longer-form APS venue.
5 physics & astrophysics skills. Trigger: physics simulations, astronomical data, computational physics. Design: domain databases (NASA ADS, arXiv) and simulation tool guides.
Nutze diesen Skill für Phaser Arcade Physics: Bodies, Colliders, Overlaps, Velocity, Gravity, Bounds, Groups und einfache Kollisionen.