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lab-tools
26

eval-driven-dev

Add instrumentation, build golden datasets, write eval-based tests, run them, root-cause failures, and iterate — Ensure your Python LLM application works correctly. Make sure to use this skill whenever a user is developing, testing, QA-ing, evaluating, or benchmarking a Python project that calls an LLM. Use for making sure an LLM application works correctly, catching regressions after prompt changes, fixing unexpected behavior, or validating output quality before shipping.

ComeOnOliver
ComeOnOliver
research
open
scientific-computing
26

biopython

Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.

ComeOnOliver
ComeOnOliver
research
open
cli-tools
26

python-cli-patterns

CLI application patterns for Python. Triggers on: cli, command line, typer, click, argparse, terminal, rich, console, terminal ui.

ComeOnOliver
ComeOnOliver
tools
open
arts-crafts
25

build123d

CAD modeling with build123d Python library. Use when creating 3D models, exporting to GLB/STEP/STL, or doing boolean operations (union, difference, intersection). Triggers on: CAD, 3D modeling, sphere, box, cylinder, mesh export, GLB, STEP, STL, solid modeling, parametric design, threads, fasteners, bolts, nuts, screws, gears, pipes, flanges, bearings, bd_warehouse, spur gear, helical gear, bevel gear, planetary gear, ring gear, cycloid gear, rack and pinion, gggears, herringbone, gear mesh, gear train.

rawwerks
rawwerks
lifestyle
open
ecommerce
25

kalibr

Ship agents that fix themselves. Kalibr learns what's working as your agents run in production and routes them around failures, degradations, and cost spikes before you know they're happening.

kalibr-ai
kalibr-ai
business
open
health-fitness
25

python-learning-coach

Personalized Python tutoring with persistent memory, daily Q/A logs, and dynamic level adaptation. Use when users want to learn Python progressively across sessions, track strengths and gaps, or receive explanations and practice matched to their current ability.

aniketpanjwani
aniketpanjwani
business
open
package-distribution
25

marimo-notebook

Write a marimo notebook in a Python file in the right format.

koaning
koaning
development
open
package-distribution
25

nuggetizer-install

Set up a nuggetizer development environment — checks Python 3.11+, installs via uv or pip, and verifies with doctor. Use when someone is onboarding, setting up a fresh clone, or troubleshooting their environment.

castorini
castorini
development
open
astronomy-physics
25

tessera

Use when working with TESSERA satellite embeddings — downloading via CLI, sampling via the Python or R library, choosing between point-based and mosaic approaches, or exporting to GeoTIFF/NPY/Zarr.

isaaccorley
isaaccorley
research
open
astronomy-physics
25

tessera

Use when working with TESSERA satellite embeddings — downloading via CLI, sampling via the Python or R library, choosing between point-based and mosaic approaches, or exporting to GeoTIFF/NPY/Zarr.

isaaccorley
isaaccorley
research
open
data-analysis
24

data-analyst

Expert data analyst specializing in business intelligence, data visualization, and statistical analysis. Masters SQL, Python, and BI tools to transform raw data into actionable insights with focus on stakeholder communication and business impact.

zenobi-us
zenobi-us
data-ai
open
productivity-tools
24

document-pptx

Create, edit, and analyze PowerPoint presentations with slides, layouts, charts, images, animations, and speaker notes. Supports python-pptx and pptxgenjs for automated presentation generation in Python and Node.js.

vasilyu1983
vasilyu1983
tools
open
productivity-tools
24

document-xlsx

Create, edit, and analyze Excel spreadsheets with formulas, formatting, charts, pivot tables, and data validation. Supports xlsx, exceljs, openpyxl, and pandas for comprehensive spreadsheet workflows in Node.js and Python.

vasilyu1983
vasilyu1983
tools
open
documents
24

document-pdf

Extract text and tables from PDFs, create formatted PDFs, merge/split documents, handle forms and annotations. Supports pdf-lib, pdfkit, PyPDF2, pdfplumber, and ReportLab for comprehensive PDF workflows in Node.js and Python.

vasilyu1983
vasilyu1983
content-media
open
productivity-tools
24

document-docx

Create, edit, and analyze Microsoft Word documents with tracked changes, formatting, styles, tables, headers/footers, and template-based generation. Supports .docx format using python-docx, mammoth.js, and docx libraries for Node.js and Python workflows.

vasilyu1983
vasilyu1983
tools
open
data-engineering
24

zarr-python

Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines.

lifangda
lifangda
data-ai
open
llm-ai
24

claude-code-mcp

Configure and build Model Context Protocol (MCP) servers for Claude Code integration. Set up database, filesystem, git, and API connections. Build custom MCP servers with TypeScript/Python SDK, implement tools and resources, configure transports (stdio, HTTP), and deploy for production.

vasilyu1983
vasilyu1983
data-ai
open
architecture-patterns
24

pydicom

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, X-ray, ultrasound), anonymizing DICOM files, working with DICOM metadata and tags, converting DICOM images to other formats, handling compressed DICOM data, or processing medical imaging datasets. Applies to tasks involving medical image analysis, PACS systems, radiology workflows, and healthcare imaging applications.

lifangda
lifangda
development
open
framework-internals
24

python-jax

Expert guidance for JAX (Just After eXecution) - high-performance numerical computing with automatic differentiation, JIT compilation, vectorization, and GPU/TPU acceleration; includes transformations (grad, jit, vmap, pmap), sharp bits, gotchas, and differences from NumPy

jkitchin
jkitchin
development
open
full-stack
24

python-pro

Expert Python developer specializing in modern Python 3.11+ development with deep expertise in type safety, async programming, data science, and web frameworks. Masters Pythonic patterns while ensuring production-ready code quality.

zenobi-us
zenobi-us
development
open
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