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Claude Skills by hiyenwong
github.com/hiyenwong9,934 skills5 installs19,223 views
- Emotions Intrinsic Colored NoiseUse when modeling emotion-driven decisions or affective networks. Emotions as colored noise framework.Votes: 0GitHub stars: 3
- Ffm Cp Cross Backbone Procrustes FusionUse when combining multiple vision-language foundation models in few-shot settings. Closed-form Orthogonal Procrustes alignment of heterogeneous representations plus unified graph refinement of support features and prototypes.Votes: 0GitHub stars: 3
- Finite Size Fluctuation Response KuramotoFinite-N FRR for noisy coupled phase oscillators.Votes: 0GitHub stars: 3
- Flashloop Lazy UpdatesFlashLoop methodology — training-free inference acceleration for Looped Transformers via lazy/sparse updates and KV-residual quantization. Use when: (1) accelerating looped/recurrent Transformer inference that re-runs shared blocks, (2) KV-cache memory grows linearly with loop depth, (3) reducing cross-loop computational redundancy without retraining. Keywords: looped transformer, lazy update, KV-cache compression, sparse attention, inference speedup.Votes: 0GitHub stars: 3
- Forgetmimic Motion Unlearning HumanoidUse when removing specific motions from RL-trained humanoid policies. First motion-level unlearning method for physical humanoid control — degrades target motions while preserving the rest, resolving two unlearning-failure training mechanisms.Votes: 0GitHub stars: 3
- Frustrated Cycle ContextualityUse when designing cyclic contextuality or binding tests.Votes: 0GitHub stars: 3
- Gain Vs Off Manifold DecompositionDecomposes neural population state changes into on-manifold movement, multiplicative gain modulation, and genuine off-manifold novelty via a tangent/normal bundle geometry with a radial gain axis, plus a 7-gate identifiability cascade (chart existence, intrinsic dimension, tangent frame, anchor bias, gain-axis existence, curvature booking, ratio conditioning). Use when analyzing neural state transitions, memory segmentation decorrelation, neuromodulator-driven gain vs. novelty attribution, ne...Votes: 0GitHub stars: 3
- Governed Self Evolution Anytime RefereeGoverned self-evolution: LLM proposes, frozen anytime-valid e-process referee judges. Controls FDR in agentic loops.Votes: 0GitHub stars: 3
- Gridsfm Ac Opf Foundation ModelGridSFM methodology — physics-inspired GNN foundation model for AC Optimal Power Flow with disconnected-feasible-set repair via log-penalized slack lifting, plus Newton-based physics-informed fine-tuning for unseen grids. Use when: (1) neural solvers fail because the feasible set is disconnected (non-approximable by continuous nets), (2) building pretrain-then-finetune neural PDE/optimization solvers across topologies, (3) few-shot adaptation (100 instances) to new system instances. Keywords:...Votes: 0GitHub stars: 3
- Heterogeneity Sr Liquid ComputingQuenched disorder structure (not magnitude) controls SR and LSM performance in FHN reservoirs. Use for heterogeneous reservoir design.Votes: 0GitHub stars: 3
- Lora Nca Regulatory HandlesUse for low-rank (LoRA) control of NCA morphogenesis. Maps D'Arcy Thompson transformations to reusable regulatory weight-space hyper-directions.Votes: 0GitHub stars: 3
- Nca Deltarule Fast Memory AdaptationUse for gradient-free online task adaptation via NCA cellwise fast memory.Votes: 0GitHub stars: 3
- Nems Multiplexed Reservoir Drive DiversityUse for multimode NEMS reservoir computing via drive-amplitude multiplexing.Votes: 0GitHub stars: 3
- Neural Astrocyte Hybrid Automaton EvidenceTwo-level fast-slow neural-astrocyte architecture implementing a hybrid automaton for latent-context inference. Slow astrocytic RNN accumulates reward-prediction-error evidence; context switches emerge from a cascade of two bifurcations (attractor annihilation + level-set boundary crossing). Stickiness is mediated by environmental entropy flattening the unrewarded vector field. Astrocytic tiling/lattice topology suffices up to 90% sparsity.Votes: 0GitHub stars: 3
- Noise Assisted Rare Event SimulationNoise-assisted internal simulation methodology. Deterministic attractor replay mis-represents rare events (greedy-recurrent over-representation OR low-prior-veto under-representation); moderate Ornstein-Uhlenbeck noise on unit support restores marginal AND conditional occurrence fidelity, with an inverted-U (stochastic resonance) signature and parameter-tolerance broadening.Votes: 0GitHub stars: 3
- Np Aided Shadow Tomography MicrocryptNP-aided shadow tomography no-gos for Microcrypt PRS/PRU.Votes: 0GitHub stars: 3
- Orbital Error Dynamics Zero StorageOED zero-storage neural synthesis via Mandelbrot boundary.Votes: 0GitHub stars: 3
- Permutation Snr Representation InvarianceUse when probing why models fail equivalent problems or analyzing internal representations of reasoning. Permutation SNR metric distinguishing answer invariance from representation invariance; higher SNR correlates with accuracy on reordered problems.Votes: 0GitHub stars: 3
- Pinn Somatic Dendritic ReconstructionSoma voltage from dendritic-only recordings via HH PINN.Votes: 0GitHub stars: 3
- Plasticity Inverse Configurational ConstraintPlasticity as prospective property: inverse configurational constraint P=1/C.Votes: 0GitHub stars: 3
- Private Capacity SuperactivationTwo zero-private-capacity channels jointly send private bits (arXiv 2609.10520).Votes: 0GitHub stars: 3
- Privdrift Active Context PrivacyUse when auditing LLM chat privacy. PrivDrift method.Votes: 0GitHub stars: 3
- Proper Agnostic Learning Mps TtnUse when learning MPS or TTN states from arbitrary noisy states.Votes: 0GitHub stars: 3
- Prototrigger Atdm BciUse for ATDM BCI: prototype-based EEG evidence encoding.Votes: 0GitHub stars: 3
- Qrc Task Resolved Fisher SpectroscopyTask-resolved Fisher spectroscopy for quantum reservoir computing: separates encoding vs measurement vs compression loss.Votes: 0GitHub stars: 3
- Requirement Bound Verified CommissioningUse when integrating LLMs into safety-critical commissioning or requirement acceptance. Separates candidate generation from release authority via deterministic entailment gates.Votes: 0GitHub stars: 3
- Riemannian Private InferenceUse for private inference on manifold-valued optimization.Votes: 0GitHub stars: 3
- Scff Support Compiled Feature FoldingUse when running tabular foundation models on wide tables under GPU memory limits. Training-free inference framework converting quadratic feature-interaction cost to linear-in-width with bounded working set, no ensembling or new parameters.Votes: 0GitHub stars: 3
- Sensory Aligned Receptive Fields ExpressivityTask-aligned receptive fields are a computational prior beyond sparsity; value shrinks as single-neuron expressivity grows. Use for wiring priors in SNNs.Votes: 0GitHub stars: 3
- Sharp Pairwise Reduction Pgm Hypothesis TestingUse when bounding PGM error in quantum state discrimination.Votes: 0GitHub stars: 3
- Spectral Transfer Cascade KuramotoUse for graph-spectral transfer analysis of Kuramoto sync.Votes: 0GitHub stars: 3
- Syndrome Mediated Deterministic T GatesUse when implementing fault-tolerant logical T gates on stabilizer codes.Votes: 0GitHub stars: 3
- Ts Validation Impossible TrinityUse when validating time-series models. Prices the causality law.Votes: 0GitHub stars: 3
- Unified Vv Activity Schema JplUse when standardizing verification/validation workflows or building requirements-to-evidence traceability schemas. JPL relationship-based V&V schema.Votes: 0GitHub stars: 3
- Universal Correlation DetectorUse when designing state-agnostic tests or universal codes.Votes: 0GitHub stars: 3
- Arxiv 2609 29322v1 Tinycardiounet Imu To Ecg Translation With Graph E**arXiv ID:** 2609.29322v1 **Authors:** Seungwoo Han, Ingon Chanpornpakdi, Motoi Noda, Puwadej Leelasiri, Ibuki Hiruma, Toshihisa Tanaka **URL:** http://arxiv.org/abs/2609.29322v1 **Utility Score:** 1.00Votes: 0GitHub stars: 3
- Arxiv 2609 29372v1 Wst Graph Topology Preserving Wavelet Scattering F**arXiv ID:** 2609.29372v1 **Authors:** Kwok-Ho Ng, Tingting Song, Bingwen Feng, Zhihua Xia **URL:** http://arxiv.org/abs/2609.29372v1 **Utility Score:** 1.00Votes: 0GitHub stars: 3
- Arxiv 2609 29951v1 Tracking States Or Tracking Cosets An Algebraic Ac**arXiv ID:** 2609.29951v1 **Authors:** Zhiyu Zhang, Yupeng Li **URL:** http://arxiv.org/abs/2609.29951v1 **Utility Score:** 1.00Votes: 0GitHub stars: 3
- Arxiv 2609 30079v1 Reachability Based Formal Verification Of Graph Ne**arXiv ID:** 2609.30079v1 **Authors:** Anne M. Tumlin, Ben Wooding, Zhenxuan Shao, Diego Manzanas Lopez, Tyler Derr, Taylor T. Johnson **URL:** http://arxiv.org/abs/2609.30079v1 **Utility Score:** 1.00Votes: 0GitHub stars: 3
- Arxiv 2609 30150v1 Graph Based Inference And Topology Aware Multi Age**arXiv ID:** 2609.30150v1 **Authors:** Giacomo Arcieri, Gregory Duthé, Christophe Muller, Konstantinos G. Papakonstantinou, Daniel Straub, Eleni Chatzi **URL:** http://arxiv.org/abs/2609.30150v1 **Utility Score:** 1.00Votes: 0GitHub stars: 3
- Chaotic Topological Preictal EegCDRTL framework coupling Lorenz oscillator networks with persistent Laplacian fingerprints for preictal EEG node classification. Use for EEG topology-dynamics feature engineering.Votes: 0GitHub stars: 3
- Permutation Entropy Artifact Robust EegUse on raw EEG; ordinal entropy survives blink artifacts.Votes: 0GitHub stars: 3
- Second Order Synaptic Motifs Nonlinear DynamicsDynamic mean-field theory for how four second-order synaptic motifs (chain, reciprocal, convergent, divergent) shape nonlinear random-network dynamics. Covers outlier/bulk eigenvalue reshaping, ferromagnetic/limit-cycle/glassy regimes, quenched-heterogeneity chaos suppression, and Lyapunov geometry. Activation: synaptic motifs, DMFT, path-integral, network motifs, glassy dynamics, limit cycles, chaos dimensionality.Votes: 0GitHub stars: 3
- Whrf Vqa Trainability Phase TransitionUse when mapping VQA losses to random fields.Votes: 0GitHub stars: 3
- Arxiv 2609 29398v1 Ice Task Aligned Clifford Latent Fields For Multim**arXiv ID:** 2609.29398v1 **Authors:** Xunkai Li, Xu Wang, Yinlin Zhu, Xiong Yongfu, Yi Liu, Rong-Hua Li, Guoren Wang **URL:** http://arxiv.org/abs/2609.29398v1 **Utility Score:** 1.00Votes: 0GitHub stars: 3
- Dqn Mpnn Entanglement SchedulingUse when scheduling quantum network entanglement requests.Votes: 0GitHub stars: 3
- Leg Tied Tensor Network LettaMPS + shared physical legs encode long-range correlation.Votes: 0GitHub stars: 3
- Lp Qaoa Learned Projector Hierarchical OptimizationUse when optimizing QAOA on hierarchical problems. Learned projectors.Votes: 0GitHub stars: 3
- Optimal Lowrank Quantum Dynamics CompressionUse when budgeting MPO rank in quantum simulation.Votes: 0GitHub stars: 3
- Qldp Entanglement BreakingUse when quantum privacy clashes with entanglement needs.Votes: 0GitHub stars: 3