Business & Operations

Operations, strategy, finance, sales, support, management, and planning

skills in category: 33,616
pages available: 1,401

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Showing 17,521–17,544 of 33,616 skills

Opal Offline Segment ProtocolAPrepare fixed-horizon offline state-action segments for OPAL primitive discovery and downstream latent relabeling.businesspythonbashVotes: 0GitHub stars: 247
Perceptual Latent CompressionAValidate LDM autoencoder latent compression contracts, spatial downsampling, regularization metadata, and reconstruction diagnostics.businesspythonVotes: 0GitHub stars: 247
Convolutional Spatial SamplingACompute and validate LDM spatial latent-grid sampling plans for high-resolution and dense conditional tasks.businesspythonVotes: 0GitHub stars: 247
Anchor Patch ProtocolARoute latent samples through anchor image realism or patch realism for few-shot adaptation.businesspythonVotes: 0GitHub stars: 247
Posterior Accuracy MetricsACompute posterior moment accuracy metrics for approximate draws against reference posterior summaries.businesspythonrustVotes: 0GitHub stars: 247
Stan Model ContractAExtract a structured contract from simple Stan programs so score-model workflows can identify data, constrained parameters, transforms, model terms, and generated quantities.businesspythongoVotes: 0GitHub stars: 247
Parameter Transform AdapterAApply scalar Stan-style constrained and unconstrained transforms with support checks and log-Jacobian values for bounded real parameters.businesspythonVotes: 0GitHub stars: 247
Bbvi Proxy Recovery HarnessARun a bounded mechanism-faithful proxy recovery for Black Box Variational Inference using generated BBVI estimator and optimizer skills.businesspythonbashVotes: 0GitHub stars: 247
Inverse Factorization ContractsABuild and validate ordered inverse factorization contracts for amortized inference networks from generated inverse graph parents.businesspythonbashVotes: 0GitHub stars: 247
Apt Posterior TransformationACompute APT posterior-to-proposal-posterior transformations for Gaussian and finite normalized density settings without importance weighting.businesspythonbashVotes: 0GitHub stars: 247
Rail Representation LossACompute RAIL-KD layerwise and concatenated intermediate representation losses from pooled hidden states.businesspythonbashVotes: 0GitHub stars: 247
Layerwise Distillation AlignmentABuild dynamic teacher-student layer alignments and representation distillation losses for pruned transformer students.businesspythonVotes: 0GitHub stars: 247
Lagrangian Sparsity SchedulerACompute CoFi target-sparsity warmup, expected sparsity, and Lagrangian penalty/update diagnostics for pruning runs.businesspythonVotes: 0GitHub stars: 247
Reactive Online Decision Problem SolvingADesign, debug, and improve decision policies that must earn immediate or future reward under uncertainty, including reactive or online control, repeated-round learning, exploration, and risk-aware action selection. Use when actions occur in a live sequential process, their feedback changes later choices in the same run or environment, and termination is a horizon, task completion, or decision budget. Do not use for offline output-only AHC or scorer-only optimization across development runs; u...businessgoreactVotes: 0GitHub stars: 247
Plateau EscapeAEscape a root-verified measured plateau or severe score gap in a scored algorithmic, heuristic, or hybrid solver through independent review, method research, and an evidence-gated structural prototype. Use only when the root router admits a verified legal champion. For an interactive or scored heuristic/optimization task, including AHC, first implement and validate its mandatory independent local interactor/checker/scorer under checker-and-local-evaluation, delegating missing implementation t...businessgoc++Votes: 0GitHub stars: 247
Model And Route AlgorithmsADiagnose and repair a static algorithmic problem model, state, reduction, recurrence, invariant, or proof, then decide whether an exact, constructive, exact-hybrid, heuristic, or scored-hybrid route fits the real bounds. Use as an internal algorithmic-problem-solving recovery route when brute force or a proof premise contradicts the attempted solution, or when the model is trusted but the justified solution class remains unclear. Do not use for hidden-state query design or reward-bearing onli...businessrustgoVotes: 0GitHub stars: 247
Interactive Problem SolvingASolve or debug information-acquisition tasks where queries or evaluator feedback must reduce uncertainty until a hidden state, answer, or contract is sufficiently determined. Use for interactive problems, output-only tasks with a checker, and custom-judge workflows when the central difficulty is the protocol contract, query design, hypothesis elimination, query budget, transcript behavior, noise, or adversarial feedback. Do not use for offline output-only or scorer-only optimization whose fee...businessgoc++Votes: 0GitHub stars: 247
Contest Solver EngineeringADiagnose and harden contest or bounded algorithmic solver implementations for compiler and toolchain mismatches, crashes, undefined behavior, overflow, memory-layout failures, TLE or MLE, buffering, serialization, randomness, data-structure invariants, and unsafe deadline handling. Use as an internal algorithmic-problem-solving recovery route after evidence implicates the implementation or target environment rather than the mathematical model, evaluator contract, or search-method design.businessgonodeVotes: 0GitHub stars: 247
Algorithmic Problem SolvingARecover solutions after a focused attempt lacks a verified full pass or maximum score. MUST invoke and read this skill (1) after 2 non-full submissions, even if high-scoring; (2) after the first non-full candidate for any interactive or scored heuristic/optimization task, including AHC; and (3) before any non-full final delivery. Skip only after verified full pass/full score. For (2), route to an independent local interactor/checker/scorer only on concrete evaluator, legality, scoring, protoc...businessrustgoVotes: 0GitHub stars: 247
ClassificationA"Use this YOLOv5 sub-skill for image-classification training,businessVotes: 0GitHub stars: 247
Cluster Model SelectionA"Use Yellowbrick clustering diagnostics and model-selectionbusinesspythongoVotes: 0GitHub stars: 247
Classifier VisualizersA"Use Yellowbrick classification diagnostics for scikit-learnbusinesspythongoVotes: 0GitHub stars: 247
Fine TuningA"Prepare and validate XrayGLM supervised multimodal fine-tuningbusinesspythonshellVotes: 0GitHub stars: 247
Squad QaA"Operate XLNet SQuAD 1.1/2.0 preprocessing, fine-tuning,businesspythonbashVotes: 0GitHub stars: 247