Aspen Plus integration skill for steady-state process simulation, thermodynamic modeling, and equipment rating
Validate PCR primers for specificity, dimers, hairpins, and secondary structures using primer3-py thermodynamic calculations.
Amazon Braket integration skill for multi-vendor quantum hardware access and hybrid workflows
CAMB cosmological perturbation skill for CMB power spectra, matter power spectra, and cosmological parameter estimation
Quantum circuit optimization skill for gate reduction, depth minimization, and hardware-aware compilation
Google Cirq integration skill for quantum circuit design and execution on Google quantum processors
COMSOL finite element skill for multiphysics simulations including electromagnetics, heat transfer, and fluid dynamics
CosmoSIS cosmological parameter estimation skill for MCMC sampling and likelihood analysis
emcee MCMC skill for Bayesian parameter estimation and posterior sampling in physics applications
Expert skill for gas turbine engine thermodynamic cycle analysis and optimization
GLAW Strategic Intelligence Cell — Scientific & Technical Intelligence. Assesses technology for IP, export-control, CFIUS, and tech-diligence matters: AI capability assessment,…
Kwant quantum transport skill for mesoscopic physics, scattering matrix calculations, and nanostructure modeling
LaTeX scientific documentation skill specialized for physics papers with equation rendering and journal formatting
MadGraph matrix element calculation skill for BSM physics, cross-section computation, and event generation
Monte Carlo simulation skill for statistical physics, particle transport, and stochastic processes
nbodykit large-scale structure analysis skill for N-body simulations and galaxy surveys
PennyLane integration skill for hybrid quantum-classical machine learning and variational algorithms
PySCF quantum chemistry interface for classical electronic structure calculations
PySCF quantum chemistry skill for molecular calculations, coupled cluster, and multireference methods
ZX-calculus based circuit simplification skill for advanced quantum circuit optimization
Quantum error correction code implementation skill for fault-tolerant quantum computing
IBM Qiskit integration skill for quantum circuit construction, transpilation, and execution on IBM Quantum hardware
Qiskit quantum computing skill for circuit design, simulation, and quantum algorithm development
Microsoft Q# skill for quantum algorithm development with the Q# language and Azure Quantum integration
Quantum ESPRESSO calculation skill for DFT simulations with pseudopotential management
Quantum ESPRESSO DFT skill for plane-wave pseudopotential calculations and materials simulation
QuTiP/quimb tensor network skill for quantum many-body simulations and entanglement analysis
ROOT/CERN data analysis skill for high-energy physics data processing, histogramming, and statistical analysis
TensorFlow machine learning skill specialized for physics applications including neural network potentials and surrogate models
Automated thermodynamic property method selection based on component characteristics and operating conditions
Cambridge Quantum (Quantinuum) t|ket> compiler skill for platform-independent circuit optimization
Push interfaces past conventional limits with technically ambitious implementations. Whether that's a shader, a 60fps virtual table, spring physics on a dialog, or scroll-driven…
Parameterized quantum circuit (ansatz) design skill for variational algorithms
COMSOL Multiphysics skill for continuum-scale nanomaterial and device modeling
Classical data encoding skill for quantum machine learning applications
Quantum noise modeling skill for simulation and hardware characterization
Phaser 3 2D game dev: scenes, physics, tilemaps, sprites, polish.
Qiskit Nature skill for quantum chemistry and materials science applications
Quantum kernel computation skill for quantum machine learning
Quantum resource estimation skill for algorithm feasibility analysis
Full state vector simulation skill for exact quantum circuit evaluation
Variational quantum classifier training skill with gradient optimization
Creates diagrams and animations for STEM education using Matplotlib and Manim. Use for physics diagrams (FBD, vectors), math plots (functions, geometry), flowcharts, or 3 — from…
Creates diagrams and animations for STEM education using Matplotlib and Manim. Use for physics diagrams (FBD, vectors), math plots (functions, geometry), flowcharts, or 3 — from…
Three.js 3D building system with spatial indexing, structural physics, and multiplayer networking. Use when creating survival games, sandbox builders, or any game with…
Complete Three.js building system with spatial indexing, structural physics, and multiplayer networking.
3D web graphics with Three.js (WebGL/WebGPU). Capabilities: scenes, cameras, geometries, materials, lights, animations, model loading (GLTF/FBX), PBR materials, shadows,…
Master African philosophical traditions including Ubuntu, Africana philosophy, and postcolonial thought.
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination — from ruvnet/ruflo
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination — from ruvnet/ruflo
Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination — from ruvnet/ruflo
Specialist persona for cosmological-architectural mapping and quaternion analysis. Activates for four-body system design, generator/generated identification, cast mapping, or any…
Quantum threat model and defence architecture. Activates when discussing secp256k1 vulnerability, logical qubit thresholds, 2D vs 6D cryptographic fortresses, dimensional defence,…
Specialist persona for quantum threat model and post-quantum sovereignty. Activates for quantum vulnerability assessment, 2D vs 6D defence, dormant asset analysis, temporal…
Origin witness persona (Lethe Theia — the forgetting half of the Aletheia/Lethe pair from Tale 31). Activates when discussing impact-derived separation, origin-through-collision…
USE FOR: Commonsense reasoning for AI systems — world knowledge, naive physics, folk psychology, temporal/spatial reasoning, default reasoning, and their formalization.
Build and iteratively refine physics analysis specifications using analysis-specification-template.md.
Master Analytic philosophy methods, debates, and key figures. Use for: logical analysis, philosophy of language, philosophy of mind, metaphysics, epistemology in the analytic…
Astronomer integration. Manage data, records, and automate workflows. Use when the user wants to interact with Astronomer data.
Core Python library for astronomy/astrophysics: units with dimensional analysis, celestial coordinate transforms (ICRS/Galactic/AltAz/FK5), FITS I/O, tables…