mcpbeat

Development Claude Skills

8 676 development skills from 759 authors. They write and change code. Half of them fit into 1 830 tokens or less — that is what one costs your context window when the agent loads it. 1 213 ship runnable scripts rather than instructions alone. 42 of them cannot work without an MCP server, most often rube. We also found 1 172 copies of these same skills sitting in other people's repositories — counted once here, not 1 172 times.

8 676 unique 759 authors 5 250 updated this month 1 369 from vendors

1 830
tokens, median
what a typical one costs in context
1 213
ship scripts
code that runs, not instructions alone
42
need a server
most often rube
1 172
copies elsewhere
counted once here, not once per repository

6 145–6 192 of 8 676

page 129 of 181
Python CSV Generation
by cxcscmu

Generate structured CSV files from Python data using the csv module for tabular data export.

826 tokens
Excel Lookup Functions
by cxcscmu

Master Excel lookup functions (VLOOKUP, HLOOKUP, INDEX/MATCH, XLOOKUP) for single and multiple criteria.

913 tokens
Pillow Technical Drawing
by cxcscmu

Creating technical diagrams and exploded-view illustrations using Python Pillow with geometric primitives and text annotations.

412 tokens
Gh CLI Pr Stats
by cxcscmu

Computing pull request statistics (merge time, top contributors) from gh CLI JSON output using jq.

361 tokens
Gh CLI Search
by cxcscmu

Using the gh CLI to search and list GitHub issues and pull requests with date filters and label queries.

487 tokens
Python DOCX
by cxcscmu

Manipulate Word .docx files with python-docx, including handling split placeholders across runs and conditional sections.

765 tokens
Python Scala Collections
by cxcscmu

Guide for mapping Python collection types and operations to Scala equivalents.

238 tokens
Python Scala Functional
by cxcscmu

Guide for translating Python functional patterns (map, flatMap, Option, monads) to idiomatic Scala.

283 tokens
Python Scala Idioms
by cxcscmu

Guide for writing idiomatic Scala including naming conventions, error handling, and pattern matching.

284 tokens
Python Scala Oop
by cxcscmu

Guide for translating Python classes, inheritance, ABC, generics and builder patterns to idiomatic Scala.

404 tokens
Python Scala Syntax Mapping
by cxcscmu

Reference for translating Python syntax constructs (enums, dataclasses, type vars, protocols) to Scala equivalents.

398 tokens
Netcdf Analysis
by cxcscmu

Reading and analyzing GLM NetCDF output with Python netCDF4 and pandas for RMSE evaluation.

299 tokens
Github API Pagination
by cxcscmu

How to use `gh api` with pagination to retrieve all results from GitHub REST API endpoints, including PRs and issues.

623 tokens
Github Issue Analysis
by cxcscmu

Analyze GitHub issues for a date range, counting totals, bug reports (by label substring), and closed bug reports.

567 tokens
Github Pr Stats
by cxcscmu

Compute PR statistics (total, merged, closed, avg merge time, top contributor) from GitHub API data using Python or jq.

552 tokens
Python Scala Builder Pattern
by cxcscmu

Implementing immutable fluent builder pattern in Scala as a translation of Python classes with method chaining, emphasizing immutability and type safety.

625 tokens
Python Scala Circe JSON
by cxcscmu

Using the circe library for JSON encoding, decoding, and manipulation in Scala as a replacement for Python's json module, covering the Json ADT, parsing, and path traversal.

645 tokens
Python Scala Sealed Enum
by cxcscmu

Translating Python Enum classes to Scala sealed abstract classes or sealed traits with companion objects, preserving value fields and exhaustive pattern matching.

491 tokens
Gh Data Retrieval
by cxcscmu

Retrieve pull request and issue data from GitHub repositories using the gh CLI with specific filters and JSON output for downstream processing.

284 tokens
Jq Data Processing
by cxcscmu

Process JSON data from GitHub CLI using jq to calculate metrics like average merge times, counts, and top contributors.

285 tokens
Python Scala Functional
by cxcscmu

Mapping Python's functional tools to idiomatic Scala equivalents, including lambdas and collection methods.

314 tokens
Python Scala Libraries
by cxcscmu

Mapping standard and common libraries from Python to Scala, including datetime, decimal, and JSON.

302 tokens
Python Scala Oop
by cxcscmu

Translating Python classes, inheritance, and generic variance to Scala equivalents.

390 tokens
Python Scala Syntax Mapping
by cxcscmu

Basic syntax and type mapping from Python to Scala, including primitive types and common control structures.

428 tokens
Excel Lookup Functions
by cxcscmu

Covers advanced Excel lookup functions including VLOOKUP, INDEX/MATCH, and XLOOKUP for multi-dimensional data retrieval.

311 tokens
JSON Processing
by cxcscmu

Provides utility functions for reading, manipulating, and writing JSON data structures efficiently in Python.

96 tokens
Java Patching
by cxcscmu

Techniques for applying security fixes to Java projects using git, diffs, and Maven.

206 tokens
Gh Analytics
by cxcscmu

Skills for querying GitHub API data using the `gh` CLI, specifically for extracting PR and issue metrics.

128 tokens
Environment Setup
by cxcscmu

Procedures for setting up the python environment, installing dependencies, and verifying installations.

164 tokens
Python Pillow Diagrams
by cxcscmu

Create clean technical posters and diagrams using the Python Pillow library, including shape drawing, typography placement, and annotation.

793 tokens
Python Pypdf
by cxcscmu

Guide on using the Python pypdf library to read, write, and fill PDF forms programmatically.

321 tokens
Trivy Offline Scanning
by cxcscmu

Use Trivy for offline vulnerability scanning of dependency files like package-lock.json.

294 tokens
JSON Data Processing
by cxcscmu

Provides techniques for parsing and extracting data from JSON files in Python.

114 tokens
Python Text Search
by cxcscmu

Techniques to find specific data points in nested Python dictionaries using recursion.

180 tokens
Github Search API
by cxcscmu

Fetch repository metrics, issues, and pull requests over a specific date range using the GitHub Search API.

535 tokens
Python Datetime Metrics
by cxcscmu

Parse datetime strings and compute time durations/averages for datasets (like PR merge times) in Python.

539 tokens
Python DOCX Templating
by cxcscmu

A skill for replacing placeholders and handling conditional blocks in python-docx.

470 tokens
Scala Circe JSON
by cxcscmu

Guide for using Circe in Scala 2.13 for parsing and generating JSON, specifically when translating Python JSON handling.

363 tokens
Scala Generics Variance
by cxcscmu

Guide for translating Python TypeVars and generics to Scala covariant and contravariant types.

358 tokens
Scala Method Overloading
by cxcscmu

Guide for translating Python @overload and dynamic typing (Any, Union) to Scala method overloading and type matching.

395 tokens
Python Xarray Netcdf
by cxcscmu

Reading and processing NetCDF outputs from models like GLM using Python and xarray.

155 tokens
Python Openpyxl
by cxcscmu

Using openpyxl to read, write, and modify Excel files while preserving formatting and using formulas.

169 tokens
Run2 npm Vulnerability Scanning Enhanced
by cxcscmu

Enhanced npm vulnerability scanning with Trivy supporting multiple severity levels and complete metadata extraction

1k tokens
Run2 Data Aggregation
by cxcscmu

Aggregate and validate GitHub API data for metrics calculation with comprehensive error handling.

894 tokens
Run2 Github REST API
by cxcscmu

Query GitHub REST API with pagination and date filtering for repository data (PRs, issues).

627 tokens
Run2 Python DOCX Basics
by cxcscmu

Working with Word documents (DOCX) using python-docx library with proper text replacement strategies.

809 tokens
Run2 Gh REST API
by cxcscmu

Using the GitHub REST Search API to query PRs and issues with date filtering, pagination, and field extraction.

355 tokens
Run2 Python DOCX Split Placeholders
by cxcscmu

Robust python-docx template filling that handles split runs, conditional sections, nested tables, headers, and footers.

838 tokens