Erik James Fritsch
Community@ovachiever · Slayton, MN
Dumb about some things. Clever about the others. Wise about the gap.
Agent Skills by Erik James Fritsch
Showing 202 vetted skills indexed across 1 GitHub repositories.
ovachieveresm
Generate protein sequences, structures, and embeddings using ESM3 and ESM C models.
ovachieverpymc-bayesian-modeling
Build, fit, and evaluate Bayesian models with PyMC using MCMC sampling.
ovachievershap
Compute SHAP values and generate visual explanations for model predictions.
ovachievervaex
Process and analyze out-of-core datasets exceeding RAM with Vaex DataFrames.
ovachieverclip
Encode images and texts to compute cosine similarity for zero-shot classification and cross-modal retrieval.
ovachieverserving-llms-vllm
Deploy OpenAI-compatible LLM APIs with vLLM for high-throughput inference.
ovachieverrwkv-architecture
Implement RWKV architecture for linear-time long-context sequence modeling.
ovachievergget
Query genomic data across multiple databases via CLI and Python interfaces.
ovachievergptq
Compress large language models to 4-bit precision with GPTQ.
ovachieveraeon
Provide scikit-learn compatible time series machine learning algorithms for classification, regression, clustering, forecasting, and anomaly detection.
ovachieversimpo-training
Optimize LLM preference alignment without a reference model using comparison data.
ovachieversympy
Solve symbolic mathematics problems in Python using SymPy.
ovachievermamba-architecture
Implement linear-time Mamba state-space models for long-context sequence processing.
ovachieverpytdc
Provide standardized drug discovery datasets with train/validation/test splits.
ovachievergtars
Process genomic BED intervals with a Rust toolkit and Python bindings.
ovachieverpysam
Read and write SAM/BAM/CRAM alignments and VCF/BCF variants using pysam.
ovachieverrdkit
Analyze and manipulate molecules with RDKit for cheminformatics workflows.
ovachievermodal
Run Python code in the cloud with autoscaling and GPU acceleration via Modal's serverless platform.
ovachieverpymoo
Solve multi-objective optimization problems with NSGA-II and visualize Pareto fronts.
ovachieverpathml
Extract nuclei and cellular features from whole-slide pathology images.
ovachieverbiomni
Automate multi-step biomedical research tasks with dynamic code generation and execution.
ovachievernextjs
Generate Next.js 16 App Router patterns for migration and implementation.
ovachieversglang
Serve LLMs with RadixAttention prefix caching and constrained JSON/regex outputs.
ovachieverflowio
Parse FCS 2.0, 3.0, and 3.1 files into NumPy arrays and metadata.