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python ai web scraper mcp pdf git docker typescript

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4,166

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python

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debugging

1

technical-debt-detector

Identify and prioritize technical debt in Python codebases. Use when the user asks to find tech debt, analyze code quality, identify what needs refactoring, find security issues, check test coverage gaps, review dependencies, find TODOs/FIXMEs, or assess maintainability. Triggers on phrases like "find technical debt", "what's wrong with this codebase", "where should I focus refactoring", "audit this code", "find TODOs", "check for security issues", "analyze dependencies", or "what needs tests". Complements python-simplifier skill (use that for complexity and code smell analysis).

charlesmsiegel

tools

cicd

1

pants-build-system

Expert guidance on using Pants build system for Python projects, focusing on optimal caching, test execution, and target-based workflows.

jzallen

devops

sales-marketing

1

orchestration

Orchestrates the entire NWB conversion workflow through conversational interaction with users

Python-AI-Solutions

business

productivity-tools

1

feishu-openapi-dev

Expert guidance for Feishu (飞书) / Lark OpenAPI Python development. Build Feishu applications, robots, handle event subscriptions, card callbacks, and API integrations. Use when working with Feishu SDK, lark-oapi, building Feishu bots, or mentioning 飞书 development.

StrayDragon

tools

academic

1

seo-optimizer

Analyze and optimize text for search engines. Execute Python script for detailed SEO analysis. Use when optimizing for keywords, search visibility, or content structure.

yoshiwatanabe

research

academic

1

text-analyzer

Comprehensive text analysis coordinator. Execute Python script for multi-aspect text analysis. Use when you need grammar, sentiment, readability, and SEO analysis combined.

yoshiwatanabe

research

llm-ai

1

gemini-image-generator

Generate, edit, or transform images with Gemini Nano Banana using bundled Python scripts (Flash or Pro) including aspect ratio, resolution, image-to-image edits, logo overlays, and reference images. Use when users request image generation, image edits, image-to-image transformations, logo placement, or specific aspect ratios or resolutions.

feed-mob

data-ai

documents

1

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.

hxk622

content-media

academic

1

readability-scorer

Assess text readability using multiple metrics. Execute Python script for detailed readability analysis. Use when evaluating text complexity, comprehension level, or audience fit.

yoshiwatanabe

research

productivity-tools

1

open-office-skills

Process Open Office files including Writer (.odt), Calc (.ods), Impress (.odp), and Draw (.odg) documents. Use when working with LibreOffice or Apache OpenOffice files, creating, editing, converting, or analyzing Open Office documents. Supports cross-platform operations with Python and LibreOffice.

pofeng

tools

productivity-tools

1

docx

Comprehensive Word document toolkit for reading, creating, and editing .docx files. Supports text extraction, document creation with python-docx, and tracked changes via redlining workflow. Use for legal, academic, or professional document manipulation.

vamseeachanta

tools

media

1

youtube-transcript-analyzer

Use when analyzing YouTube videos for research, learning, or understanding how content relates to a project - downloads transcripts with yt-dlp, chunks long content, and provides context-aware analysis

TechNickAI

content-media

data-analysis

1

geopandas

Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integration with matplotlib/folium/cartopy. Use for tasks like buffer analysis, spatial joins between datasets, dissolving boundaries, clipping data, calculating areas/distances, reprojecting coordinate systems, creating maps, or converting between spatial file formats.

hxk622

data-ai

data-engineering

1

python-polars

This skill should be used when the user asks to "work with polars", "create a dataframe", "use lazy evaluation", "migrate from pandas", "optimize data pipelines", "read parquet files", "group by operations", or needs guidance on Polars DataFrame operations, expression API, performance optimization, or data transformation workflows.

tbhb

data-ai

scientific-computing

1

pydeseq2

Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-seq analysis.

hxk622

research

data-analysis

1

pandas-data-analysis

Master data manipulation, analysis, and visualization with Pandas, NumPy, and Matplotlib

pluginagentmarketplace

data-ai

productivity-tools

1

ai-data-analyst

Perform comprehensive data analysis, statistical modeling, and data visualization by writing and executing self-contained Python scripts. Use when you need to analyze datasets, perform statistical tests, create visualizations, or build predictive models with reproducible, code-based workflows.

NicktheQuickFTW

tools

data-analysis

1

python-dataviz

This skill should be used when the user asks to "create a plot", "make a chart", "visualize data", "create a heatmap", "make a scatter plot", "plot time series", "create publication figures", "customize plot styling", "use matplotlib", "use seaborn", or needs guidance on Python data visualization, statistical graphics, or figure export.

tbhb

data-ai

productivity-tools

1

streamlit

Fast Python framework for building interactive web apps, dashboards, and data visualizations without HTML/CSS/JavaScript. Use when user wants to create data apps, ML demos, dashboards, data exploration tools, or interactive visualizations. Transforms Python scripts into web apps in minutes with automatic UI updates.

silvainfm

tools

bioinformatics

1

networkx

Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualizing network topologies. Applicable to social networks, biological networks, transportation systems, citation networks, and any domain involving pairwise relationships.

hxk622

research

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