Generate ~5 actionable research topic recommendations by querying PubMed E-utilities; use when a user provides a research direction/constraints and needs evidence-backed topic…
Run Kaggle training-first experiment loops with local CV, durable artifacts, and approval-gated submissions.
Use when reading, writing, or validating binned and/or unbinned statistical models in the HS3 (HEP Statistics Serialization Standard) JSON format: converting between HistFactory…
Visualize, analyze, and render protein and molecular structures using PyMOL. Use when the user wants to create images of protein structures, perform structural alignments or…
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological — from…
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological — from…
Therapeutics Data Commons (TDC) AI-ready drug discovery datasets. Curated ADME, toxicity, DTI, DDI with scaffold/cold splits, standardized metrics, molecular oracles, and ADMET…
Use when the identification argument is the bottleneck for a Quantitative Economics (QE) manuscript — whether causal identification in an empirical design, parameter…
Use early, when judging whether a project fits Quantitative Economics (QE) — a substantive economic question answered with serious quantitative methods (empirical,…
Deep web research and HTML report generation. When GLM needs to conduct systematic information gathering and analysis for: (1) Exploring open-ended questions through multi-step…
Ecology for developing ideas through concept exploration, research, and implementation.
Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real…
IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization tools.
Specialized interop skill for deliberate experiments with native Qiskit Machine Learning abstractions.
Use when scoping or pressure-testing a research question for a Quarterly Journal of Economics (QJE) submission — checks fit, the "big idea" bar, and breadth of the takeaway for…
Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify).
Multi-perspective post-implementation review aggregator for quantum-loop. Invokes 2-7 reviewer agents in parallel based on risk score, applies actionability filter, dedups,…
Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify).
Intent-drift audit for quantum-loop. Compares the user's original intent (immutable snapshot) against downstream artifacts (design.md → PRD → quantum.json ACs → implementation) to…
Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify).
Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify). Two-stage code review.
Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify).
Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify). Iron Law verification gate.
Grounding skill for framing quantum machine learning problems before implementation.
Research translation skill for turning QML papers into concrete implementation and evaluation plans.
Reproducibility skill for making PennyLane plus PyTorch QML experiments rerunnable, comparable, and defensible.
AI Trading Assistant for quantumstocks.ru. Automated hedge fund with market analysis, risk management, and trade execution via n8n MCP.
Use when conducting customer discovery interviews, user research, surveys, focus groups, or observational research requiring rigorous analysis - provides systematic 6-phase…
Automates critical appraisal and quality assessment for research papers by analyzing text against established methodological standards (such as risk of bias tools, quality…
Scan a project to detect configured quality and testing tools across JVM (Gradle/Maven), Android (AGP/Compose/KMP), Node.js/TypeScript, and Python ecosystems.
Fail-closed crypto quant alpha research for repo-native Stage 0/0.5 validation, falsification, provider concordance, and promotion decisions.
Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.
Expert in quantitative finance, algorithmic trading, and financial data analysis using Python (Pandas/NumPy), statistical modeling, and machine learning.
Activates for quantitative-finance, algorithmic-trading, alpha-factor work, backtests, return prediction, regime detection, portfolio construction, financial machine learning,…
World-class systematic trading research - backtesting, alpha generation, factor models, statistical arbitrage. Transform hypotheses into edges.
Gunakan skill ini saat mengimplementasikan fitur baru end-to-end di QuantLab — dari requirements, desain, backend engine, endpoint, frontend component, testing, sampai dokumentasi…
Deep code and system analysis using the Quantum Cognitive OS. Use when analyzing code, architectures, or complex systems that benefit from multi-dimensional reasoning.
量子科技论文追踪与速览生成。用于每日追踪量子计算、量子网络、量子纠错等领域最新论文，生成中文笔记和每日速览。触发场景：(1) 定时任务执行量子论文追踪 (2) 用户请求更新论文 (3) 补充遗漏的论文
Expert-level guide to quantum expert 129. Comprehensive coverage of advanced concepts, production implementation, and optimization strategies.
Expert-level guide to quantum expert 15. Comprehensive coverage of advanced concepts, production implementation, and optimization strategies.
Expert-level guide to quantum expert 169. Comprehensive coverage of advanced concepts, production implementation, and optimization strategies.
Expert-level guide to quantum expert 18. Comprehensive coverage of advanced concepts, production implementation, and optimization strategies.
Expert-level guide to quantum expert 230. Comprehensive coverage of advanced concepts, production implementation, and optimization strategies.
Expert-level guide to quantum expert 69. Comprehensive coverage of advanced concepts, production implementation, and optimization strategies.
Quantum mechanics from wave-particle duality through entanglement and measurement. Covers the photoelectric effect, de Broglie wavelength, Heisenberg uncertainty principle, the…
Quantum physics expert making counterintuitive concepts accessible while maintaining mathematical rigor
Post-quantum document signing with ML-DSA-87 (FIPS-204) and Bitcoin/blockchain timestamping. Use when user asks to: sign a document, create quantum-safe signature, timestamp a…
Comprehensive guide to quantum skill 45. Master the concepts, implementation, best practices, and real-world applications of quantum skill 45 in professional environments.
Master quantum specialized skill 241 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
Master quantum specialized skill 253 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
Master quantum specialized skill 28 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
Master quantum specialized skill 35 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
Master quantum specialized skill 96 with comprehensive coverage of concepts, implementation, optimization, and production best practices.
Create hybrid Quarto Markdown (.qmd) lecture scripts for Single Source Publishing (interactive Moodle websites + static PDF textbooks).
Search the FPF knowledge base and display hypothesis details with assurance information
Parse legal research queries into structured parameters, generate clarification prompts when needed, and produce explicit assumptions for missing inputs.
Use when stuck after several failed fixes on the same hypothesis - step back and question whether you're fixing the right layer at all, before trying the next fix.
Quantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED.
Quantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED.
React Three Fiber animation - useFrame, useAnimations, spring physics, keyframes. Use when animating objects, playing GLTF animations, creating procedural motion, or implementing…