Use when deciding whether a physics result clears Physical Review Letters' importance-and-broad-interest gate, or whether it belongs in Physical Review A–E / PR Research.
Use when writing code, designing architecture, choosing dependencies, or implementing features — especially when the task involves technology or domains (C++, Qt, astronomy,…
Pre-spend contradiction gate for AI-video runs: checks every prompt in the batch, blocks on style / character / physics mismatch.
Use when targeting PRX Quantum or deciding whether a quantum information science or quantum technology manuscript fits this APS open-access flagship venue.
Generate and manage Quantum ESPRESSO (pw.x) DFT calculations. Use when the user requests QE, Quantum ESPRESSO, pw.x, or plane-wave pseudopotential calculations outside VASP.
Core domain knowledge and verified facts for the QECTOR quantum error correction platform. Covers the supported app-free qector-decoder-v3 library MCP server first, plus the…
Teaching and documentation content for quantum error correction with QECTOR: beginner-to-advanced tutorials, ELI5 explanations of syndromes/decoders/ parity checks, Tanner-graph…
Physical-layer quantum circuits, detector-error-model preparation, qLDPC reasoning, and honest target-device hardware reporting for QECTOR.
Quantum error correction research workflows on the QECTOR platform: threshold discovery, finite-size scaling, LER benchmarking with confidence intervals, decoder comparison, and…
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 re — from…
IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization tools.
Comprehensive quantum computing toolkit for building, optimizing, and executing quantum circuits. Use when working with quantum algorithms, simulations, or quantum hardware…
IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization tools.
Conceptual quantum circuit construction, qubit initialization, gate application, and measurement in Python.
Designing and executing quantum algorithms using IBM Qiskit v1.0+. Use when constructing quantum circuits, variational quantum algorithms (VQE/QAOA), quantum machine learning…
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 re — from…
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.
Use when you have completed parallel QUICK quantum calculations on multiple conformers filtered by ASE-ANI and need to extract electronic properties from the output logs and…
Grounding skill for framing quantum machine learning problems before implementation.
Build, run, measure, visualize, verify, and explain quantum circuits with the bundled qni CLI. Use for quantum-circuit tasks, including Quantum Katas, superdense coding, state…
AI Trading Assistant for quantumstocks.ru. Automated hedge fund with market analysis, risk management, and trade execution via n8n MCP.
Academic reference for Shor's algorithm period finding and Grover's diffusion operator.
Deep code and system analysis using the Quantum Cognitive OS. Use when analyzing code, architectures, or complex systems that benefit from multi-dimensional reasoning.
Use when when you have SMILES strings or molecular formulae for N-Me derivatized unsaturated sterol lipids and need to generate theoretical MS/MS spectra (predicted fragment m/z…
Use when when you have a collection of N-Me derived unsaturated sterol lipid identifiers or structures and need to generate predicted collision cross section (CCS) values for…
Load before quantum-circuit work — derivations, simulation, hardware runs, Qiskit, Cirq, stim, QEC.
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
Use AgentPMT external API to run the Quantum Distribution Generator tool with wallet signatures, credits purchase, or credits earned from jobs.
Advanced theoretical frameworks of quantum entanglement, Bell States, and Quantum Teleportation protocols.
Master the absolute final frontier of practical quantum computing, Surface Codes, and logical vs physical qubits.
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.
Coecke's Quantum Guitar: quantising guitar strings via qubit association, ZX-calculus notation, Moth Actias synth integration
Use when you have a set of RDKit-generated conformers ranked by ASE-ANI single-point energies, and you need to submit the lowest-energy subset to quantum software (e.g.
Run the /home/bram/work/quantum_lab Python scripts and demos inside the existing venv ~/.venvs/qiskit.
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
Quantum computer music composition and performance using quantum circuits, ZX-calculus notation, and quantum instruments
Load before simulating quantum systems beyond circuits — exact diag, Lindblad, DMRG/TEBD, QuTiP.
Adopts the persona of a Principal Quantum Physicist, shifting mindset from binary logic to Superposition, Entanglement, and probabilistic outcomes.
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.
High-concurrency execution profile for bulk content ingestion and ASR. Use when the user explicitly says 量子速读/量子速度, requests benchmarked high-throughput processing, or when…
Run the /home/bram/work/quantum_lab Python scripts and demos inside the existing venv ~/.venvs/qiskit.