Mustif
Community@must1f · London
Software developer focused on building reliable systems across the stack, from compilers and backend services to modern web applications.
Agent Skills by Mustif
Showing 138 vetted skills indexed across 1 GitHub repositories.
must1fpolars-bio
Perform genomic interval operations and bioinformatics I/O on Polars DataFrames.
must1fbenchling-integration
Automate Benchling entity creation, inventory tasks, ELN entries, and data synchronization.
must1fnetworkx
Identify, analyze, and visualize graph structures using NetworkX in Python.
must1fanndata
Store and manage annotated single-cell data in AnnData objects.
must1fscikit-survival
Analyze time-to-event outcomes with censored data using scikit-survival.
must1fnotebook-auditor
Audit Jupyter notebooks for runnability, data integrity, and model validity.
must1fqiskit
Build, simulate, and deploy IBM quantum workflows with Qiskit.
must1fscientific-brainstorming
Generate hypotheses, interdisciplinary connections, and research methodologies for scientific ideation.
must1fpymc
Build and fit Bayesian models with PyMC using NUTS and ADVI inference.
must1fperplexity-search
Query real-time web information via Perplexity models through LiteLLM and OpenRouter.
must1fresearch-lookup
Route research queries to Parallel Chat API or Perplexity and generate cited reports.
must1fshap
Attribute model predictions to input features using SHAP explainers.
must1fumap-learn
Reduce high-dimensional data to low-dimensional embeddings for visualization and analysis.
must1fimaging-data-commons
Query and download IDC imaging datasets via idc-index.
must1fgeomaster
Consolidate geospatial knowledge and code examples across remote sensing, GIS, and machine learning.
must1fsympy
Perform exact symbolic mathematics in Python using SymPy.
must1fvaex
Analyze billion-row datasets larger than RAM using out-of-core operations.
must1fdask
Distribute pandas and NumPy workloads across threads, processes, or clusters.
must1fget-available-resources
Detect CPU, memory, disk, OS, and GPU resources and output .claude_resources.json.
must1fparallel-web
Search the web, extract URL content, and run deep research via Parallel APIs.
must1fexploratory-data-analysis
Analyze scientific data files and generate structured Markdown EDA reports.
must1fiso-13485-certification
Generate ISO 13485:2016 quality manuals, procedures, and gap analysis templates.
must1fesm
Generate, embed, and analyze proteins with multimodal language models.
must1fscientific-schematics
Generate publication-quality scientific diagrams from natural-language descriptions.