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Claude Skills by Manoj-11-Dahal
github.com/Manoj-11-Dahal15,860 skills0 installs0 views
- Nonlinear Dynamical Stability AnalysisUse when a task involves analyzing equilibria and stability in a nonlinear physical dynamical system to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, ha...Votes: 0GitHub stars: 2
- Ode Stiffness And Solver SelectionUse when a task involves selecting and validating an ODE solver for a physical initial-value problem to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, ha...Votes: 0GitHub stars: 2
- Pde Boundary Condition Consistency ReviewUse when a task involves reviewing boundary and initial conditions for a partial differential equation model to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, finan...Votes: 0GitHub stars: 2
- Physical Law Dimensional AnalysisUse when a task involves checking physical equations and model terms for dimensional consistency to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, hardwa...Votes: 0GitHub stars: 2
- Physics Computation Floating Point Error AuditUse when a task involves checking whether floating-point effects distort a scientific computation to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, hardw...Votes: 0GitHub stars: 2
- Physics Data Assimilation Observability ReviewUse when a task involves checking state observability and data coverage in a physics data-assimilation problem to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, fin...Votes: 0GitHub stars: 2
- Physics Derivation Step AuditUse when a task involves reviewing a physics derivation for assumptions, algebra, and logical transitions to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financia...Votes: 0GitHub stars: 2
- Physics Engine DevelopmentUse when implementing a physics simulation, collision system, rigid-body solver, or particle model for games or interactive scenes to define units, coordinate conventions, timestep, and approximation limits before adding complexity, then test conservation and collision behavior within stated tolerances. Trigger for simulated motion, forces, contacts, or constraints.Votes: 0GitHub stars: 2
- Physics Informed Neural Network FormulationUse when a task involves formulating a physics-informed neural network for a defined forward or inverse problem to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, fi...Votes: 0GitHub stars: 2
- Physics Parameter Sensitivity DesignUse when a task involves designing parameter perturbations to reveal which inputs drive a physical output to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financia...Votes: 0GitHub stars: 2
- Physics Simulation Validation PlanUse when a task involves planning evidence that a simulation implementation represents its intended physical model to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production,...Votes: 0GitHub stars: 2
- Physics Symbolic Numerical Cross CheckUse when a task involves checking an analytic physics result against independent symbolic and numerical evaluations to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production...Votes: 0GitHub stars: 2
- Pinn Collocation Residual DiagnosticsUse when a task involves diagnosing residual and sampling failures in a physics-informed neural network to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial,...Votes: 0GitHub stars: 2
- Qaoa Problem Encoding ReviewUse when a task involves checking a combinatorial objective's encoding into a QAOA cost Hamiltonian to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, dev...Votes: 0GitHub stars: 2
- Quantum Algorithm ExplorationUse when a task involves explaining or prototyping a quantum algorithm in a simulator with a clearly bounded educational or research question to identify the intended outcome, relevant inputs, platform or version, sensitive data, and permission boundary before acting. Use current primary documentation for version-sensitive behavior, produce a reviewable artifact, and verify it against stated criteria. Trigger for planning, implementation, evaluation, or troubleshooting in this focused domain;...Votes: 0GitHub stars: 2
- Quantum Algorithm Speedup Claim ReviewUse when a task involves checking whether a claimed quantum speedup uses comparable input and output assumptions to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, f...Votes: 0GitHub stars: 2
- Quantum Amplitude Estimation Assumption AuditUse when a task involves checking whether amplitude estimation assumptions match a probability-estimation task to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, fin...Votes: 0GitHub stars: 2
- Quantum Circuit Initialization And Reset ReviewUse when a task involves reviewing how qubit and ancilla state assumptions are established between circuit runs to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, fi...Votes: 0GitHub stars: 2
- Quantum Circuit Noise Benchmark ReproducibilityUse when a task involves making a noisy-circuit benchmark repeatable across devices or simulators to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, devic...Votes: 0GitHub stars: 2
- Quantum Circuit Resource EstimationUse when a task involves estimating logical resources for a quantum circuit under stated assumptions to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, de...Votes: 0GitHub stars: 2
- Quantum Circuit Unitary Equivalence ReviewUse when a task involves checking whether two circuit implementations realize the same transformation to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, d...Votes: 0GitHub stars: 2
- Quantum Cryptographic Transition Risk BriefUse when a task involves preparing a high-level quantum risk assessment for cryptographic assets to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, device...Votes: 0GitHub stars: 2
- Quantum Device Calibration Drift AssessmentUse when a task involves checking whether calibration drift invalidates a quantum experiment comparison to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial,...Votes: 0GitHub stars: 2
- Quantum Error Correction Distance BudgetUse when a task involves estimating logical-code distance needs from a target workload and error assumptions to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, finan...Votes: 0GitHub stars: 2
- Quantum Error Mitigation Bias ReviewUse when a task involves reviewing bias and variance introduced by a quantum error-mitigation procedure to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial,...Votes: 0GitHub stars: 2
- Quantum Gradient Estimator Variance AnalysisUse when a task involves assessing variance and sampling cost for a quantum parameter-gradient estimator to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial...Votes: 0GitHub stars: 2
- Quantum Hamiltonian Simulation Error BudgetUse when a task involves allocating approximation and implementation error for Hamiltonian simulation to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, d...Votes: 0GitHub stars: 2
- Quantum Kernel Embedding Cost AuditUse when a task involves auditing feature-map encoding costs in a quantum-kernel learning workflow to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, devi...Votes: 0GitHub stars: 2
- Quantum Linear Systems Condition Number ReviewUse when a task involves checking whether a quantum linear-systems method fits a matrix problem to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, device-...Votes: 0GitHub stars: 2
- Quantum Logical To Physical Mapping ReviewUse when a task involves reviewing placement of logical qubits and operations on a hardware topology to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, de...Votes: 0GitHub stars: 2
- Quantum Measurement Basis And Observable AuditUse when a task involves checking Pauli decompositions and measurement grouping for a quantum observable to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial...Votes: 0GitHub stars: 2
- Quantum Noise Model Sensitivity AnalysisUse when a task involves testing how plausible device-noise assumptions change a quantum result to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, device-...Votes: 0GitHub stars: 2
- Quantum Pde Discretization Compatibility ReviewUse when a task involves checking how PDE discretization choices map to a quantum algorithm to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, device-cont...Votes: 0GitHub stars: 2
- Quantum Phase Estimation Resource ReviewUse when a task involves reviewing precision, circuit depth, and success probability for phase estimation to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financia...Votes: 0GitHub stars: 2
- Quantum Readout Error Calibration ReviewUse when a task involves reviewing calibration of quantum measurement assignment errors to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, device-control,...Votes: 0GitHub stars: 2
- Quantum Shot Budget PlanningUse when a task involves planning measurement shots for a target observable precision to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, device-control, d...Votes: 0GitHub stars: 2
- Quantum Simulator Backend SelectionUse when a task involves selecting a quantum simulation backend for a defined circuit and output to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, device...Votes: 0GitHub stars: 2
- Quantum Simulator Memory Footprint BudgetUse when a task involves estimating memory and runtime feasibility for classical quantum-circuit simulation to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financ...Votes: 0GitHub stars: 2
- Quantum State Preparation Resource AuditUse when a task involves auditing gate and ancilla costs for preparing a target quantum state to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, device-co...Votes: 0GitHub stars: 2
- Quantum Syndrome Decoder EvaluationUse when a task involves evaluating a quantum error-correction decoder on stated code and noise conditions to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financi...Votes: 0GitHub stars: 2
- Quantum Transpilation Connectivity AuditUse when a task involves reviewing circuit transpilation against device connectivity and native gates to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, d...Votes: 0GitHub stars: 2
- Quantum Workflow Reproducibility ManifestUse when a task involves recording the artifacts needed to reproduce a quantum circuit result to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, device-co...Votes: 0GitHub stars: 2
- Theoretical Result Independent Derivation ReviewUse when a task involves independently checking a theoretical physics result before circulation to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, hardwar...Votes: 0GitHub stars: 2
- Vqe Convergence And Ansatz DiagnosticUse when a task involves diagnosing convergence and expressivity issues in a variational eigensolver to define the target, lifecycle stage, controlling artifact, authoritative evidence, version or operating conditions, sensitivity, and approval boundary before applying the method. Separate observed facts from assumptions and model output. Verify the result with appropriate independent checks, preserve provenance, and report uncertainty and limitations. Do not perform production, financial, de...Votes: 0GitHub stars: 2
- Causal Inference Study PlanningUse when a task involves planning an observational causal analysis by defining a target question, estimand, time zero, and identification assumptions to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute...Votes: 0GitHub stars: 2
- Clinical Prediction Model ValidationUse when a task involves planning external or temporal validation of a clinical prediction model with calibration, discrimination, and utility checks to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute...Votes: 0GitHub stars: 2
- Diagnostic Test Accuracy AnalysisUse when a task involves planning or reviewing diagnostic accuracy estimates with reference standard, threshold, and patient spectrum made explicit to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute e...Votes: 0GitHub stars: 2
- Epidemiological Surveillance AnalysisUse when a task involves summarizing population-level surveillance trends with careful denominators, reporting delays, and uncertainty to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external write...Votes: 0GitHub stars: 2
- Forest Plot Quality AuditUse when a task involves auditing a forest plot for effect direction, study labels, weighting, scale, and consistency with underlying data to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external w...Votes: 0GitHub stars: 2
- Heterogeneity Analysis PlanningUse when a task involves planning how to examine between-study heterogeneity in a meta-analysis and report its implications to identify the research or operational question, target population or system, relevant version, sensitive data, and approval boundary before acting. Use current primary sources, produce a traceable artifact, and verify it against explicit criteria. Trigger for planning, analysis, review, or troubleshooting in this focused domain; do not execute external writes or clinic...Votes: 0GitHub stars: 2