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4,166
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python
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12

blender-syntax-mesh

Use when creating or editing mesh geometry in Blender Python -- vertices, edges, faces, BMesh operations, or bulk data access. Prevents the performance mistake of accessing vertices one-by-one instead of using foreach_get/foreach_set for bulk operations. Covers from_pydata, BMesh creation/editing, UV layers, vertex attributes, normals, and loops. Keywords: mesh, vertices, edges, faces, BMesh, from_pydata, foreach_get, foreach_set, UV layer, vertex colors, normals, bpy.types.Mesh, read vertex positions, edit mesh data, access face normals.

OpenAEC-Foundation
OpenAEC-Foundation
devops
open
divination-mysticism
12

sympy

Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebraically, performing calculus operations (derivatives, integrals, limits), manipulating algebraic expressions, working with matrices symbolically, physics calculations, number theory problems, geometry computations, and generating executable code from mathematical expressions. Apply this skill when the user needs exact symbolic results rather than numerical approximations, or when working with mathematical formulas that contain variables and parameters.

Supraforge
Supraforge
lifestyle
open
astronomy-physics
12

astropy

Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve coordinate transformations, unit conversions, FITS file manipulation, cosmological distance calculations, time scale conversions, or astronomical data processing.

Supraforge
Supraforge
research
open
astronomy-physics
12

omero-integration

Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.

Supraforge
Supraforge
research
open
scientific-computing
12

biopython

Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence manipulation, file parsing (FASTA, GenBank, FASTQ, PDB), advanced BLAST workflows, structures, phylogenetics. For quick BLAST, use gget. For direct REST API, use pubmed-database.

Supraforge
Supraforge
research
open
scientific-computing
12

fluidsim

Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC support, and comprehensive output analysis.

Supraforge
Supraforge
research
open
scientific-computing
12

pyopenms

Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics workflows including file handling (mzML, mzXML, mzTab, FASTA, pepXML, protXML, mzIdentML), signal processing, feature detection, peptide identification, and quantitative analysis. Apply when working with mass spectrometry data, analyzing proteomics experiments, or processing metabolomics datasets.

Supraforge
Supraforge
research
open
cli-tools
12

usethis-cli-modify

Modify the usethis CLI layer (commands, options, help text) and keep documentation in sync

usethis-python
usethis-python
tools
open
cli-tools
12

usethis-cli-user-test

Simulate user testing for CLI commands by running them in a fresh temporary project to verify the happy path

usethis-python
usethis-python
tools
open
cli-tools
12

usethis-cli-dogfood

Dogfood new or modified CLI commands by running them against the usethis repo itself to catch edge cases

usethis-python
usethis-python
tools
open
cli-tools
12

cli-builder

Expert guide for building command-line interfaces with Node.js (Commander, Inquirer, Ora) or Python (Click, Typer, Rich). Use when creating CLI tools, terminal UX, argument parsing, or interactive prompts.

Supraforge
Supraforge
tools
open
productivity-tools
11

jira-integration

Agent Skill: Comprehensive Jira integration through lightweight Python scripts. AUTOMATICALLY TRIGGER when user mentions Jira URLs like 'https://jira.*/browse/*', 'https://*.atlassian.net/browse/*', or issue keys like 'PROJ-123'. Use when searching issues (JQL), getting/updating issue details, creating issues, transitioning status, adding comments, logging worklogs, managing sprints and boards, creating issue links, or formatting Jira wiki markup. If authentication fails, offer to configure credentials interactively. Supports both Jira Cloud and Server/Data Center with automatic authentication detection. By Netresearch.

netresearch
netresearch
tools
open
productivity-tools
11

jira-communication

Jira API operations via Python CLI scripts. AUTOMATICALLY TRIGGER when user mentions Jira URLs (https://jira.*/browse/*, https://*.atlassian.net/browse/*), issue keys (PROJ-123), or asks about Jira issues. Use when Claude needs to: (1) Search issues with JQL queries, (2) Get or update issue details, (3) Create new issues, (4) Transition issue status (e.g., "To Do" → "Done"), (5) Add comments, (6) Log work time (worklogs), (7) List sprints and sprint issues, (8) List boards and board issues, (9) Create or list issue links, (10) Discover available Jira fields, (11) Get user profile information, (12) Download attachments from issues. If authentication fails, offer interactive credential setup via jira-setup.py. Supports both Jira Cloud and Server/Data Center with automatic auth detection.

netresearch
netresearch
tools
open
data-engineering
11

pytidb

PyTiDB (pytidb) setup and usage for TiDB from Python. Covers connecting, table modeling (TableModel), CRUD, raw SQL, transactions, vector/full-text/hybrid search, auto-embedding, custom embedding functions, and reference templates/snippets (vector/hybrid/image) plus agent-oriented examples (RAG/memory/text2sql).

pingcap
pingcap
data-ai
open
llm-ai
11

agent-sdk-development

Central authority for Claude Agent SDK (TypeScript and Python SDKs). Covers SDK installation, authentication (Anthropic key, Bedrock, Vertex), sessions and resumption, forking sessions, streaming vs single mode, custom tools, permissions (allowedTools, disallowedTools, permissionMode), MCP integration, system prompts (CLAUDE.md, appendSystemPrompt, outputStyle), cost tracking, todo tracking, structured outputs, hosting patterns, plugins, and SDK branding guidelines. Assists with building custom agents, configuring SDK options, and troubleshooting SDK issues. Delegates 100% to docs-management skill for official documentation.

melodic-software
melodic-software
data-ai
open
llm-ai
11

litellm

When calling LLM APIs from Python code. When connecting to llamafile or local LLM servers. When switching between OpenAI/Anthropic/local providers. When implementing retry/fallback logic for LLM calls. When code imports litellm or uses completion() patterns.

Jamie-BitFlight
Jamie-BitFlight
data-ai
open
llm-ai
11

prompt-builder

Build complete agent prompts deterministically via Python script. Use BEFORE spawning any BAZINGA agent (Developer, QA, Tech Lead, PM, etc.).

mehdic
mehdic
data-ai
open
scientific-computing
11

skill-python-research

Research Python/Z3 patterns and APIs for semantic theory development. Invoke for Python-language research tasks.

benbrastmckie
benbrastmckie
research
open
architecture-patterns
11

fastmcp-creator

Build Model Context Protocol (MCP) servers - comprehensive coverage of generic MCP protocol AND FastMCP framework specialization. Use when creating any MCP server (Python FastMCP preferred, TypeScript/Node also covered). Includes agent-centric design principles, evaluation creation, Pydantic/Zod validation, async patterns, STDIO/HTTP/SSE transports, FastMCP Cloud deployment, .mcpb packaging, security patterns, and mid-2025+ community practices. Standalone skill with no external dependencies.

Jamie-BitFlight
Jamie-BitFlight
development
open
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