Testing
python-testing
Python testing patterns with pytest, fixtures, TDD, mocking, async and integration tests
DevOps
python-packaging
Python package creation and PyPI distribution via pyproject.toml and entry points
Engineering
python-async
Async Python patterns via asyncio and aiohttp for I/O-bound concurrency
Engineering
python-performance
Profiles Python code for performance bottlenecks and memory issues
Productivity
docx
Use whenever the user wants to create, read, edit, redact, merge, split, extract from, or otherwise manipulate Word documents (.docx / .doc / .dotx). Triggers include: any mention …
DevOps
e2b
Execute AI-generated code in secure isolated E2B cloud sandboxes (SDK v2). Use for running Python/JavaScript/TypeScript/R/Java/Bash code, managing sandbox lifecycle (create, pause,…
Web
naver-openapi-helper
Generate Python code for Naver Open APIs (News Search, Blog Search, Web Search, Datalab Trends, Image Search, Book Search, and other openapi.naver.com APIs). Use this skill wheneve…
Web
odoo-19.0
Odoo 19 development knowledge base with 18 specialized guides covering Actions (ir.actions.*, cron jobs, server actions), Controllers (HTTP routing, endpoints, auth types), Data fi…
Web
odoo-17.0
Odoo 17 development reference for Python models and ORM (search, domain, read_group, compute fields), XML/CSV data and views, OWL/JS client code, QWeb reports, security (ACL, recor…
Web
odoo-18.0
Odoo 18 development reference for Python models and ORM (search, domain, read_group, compute fields), XML/CSV data and views, OWL/JS client code, QWeb reports, security (ACL, recor…
Security
ctfd-api
Work with any CTFd-platform CTF via its REST API (api/v1) as a player — list and read challenges, download attached files, submit flags (with correct handling of every attempt stat…
Data
alterlab-geopandas
Reads, writes, and analyzes geospatial vector data with the GeoPandas Python library (shapefiles, GeoJSON, GeoPackage), with PostGIS support and integration with matplotlib, folium…
Engineering
jitx
Base skill for JITX Python hardware design projects, PCB design, circuit creation, board builds, and JITX CLI workflows. Use when the user asks to build a JITX design, set up the e…
Data
fpp-forecast
Executes time-series forecasting via Hyndman’s “Forecasting: Principles and Practice” methodology and Nixtla tools. Activates only on explicit `/fpp-forecast` command; otherwise br…
Security
trafficwatch-ids-review
Skill específica para revisar, implementar, probar y documentar TrafficWatch IDS, un sistema académico de detección de intrusos con Python, Flask, Scapy, dashboard web, respuesta a…
Engineering
modern-python-substrate
Provides a complete modern Python environment with uv for package management, ruff for linting and formatting, ty for type checking, pytest for testing, hypothesis for property-bas…
General
roadmap-tutor
Turns any of the 91 official roadmap.sh roadmaps into a resumable, one-topic-at-a-time curriculum with progress tracking across sessions. Topology-sorted learning path from reactfl…
AI / ML
sharpe-ratio-non-iid-corrections
Generalized Sharpe ratio inference under non-Normal serially correlated returns. Implements López de Prado, Lipton & Zoonekynd (2026): PSR, MinTRL, DSR, pFDR, oFDR, SFDR with ρ-cor…
Data
precise
Online (incremental) covariance, correlation, and precision estimation in Python — the streaming complement to sklearn.covariance. Use when code needs a covariance/correlation matr…
DevOps
uv
This skill should be used when working with Python projects that use uv for package and project management. Use this skill for running Python scripts and CLI tools with `uv run`, m…
Engineering
elite-python-engineer
Principal-level Python engineer delivering production-grade code with uv, Ruff, strict typing, Pydantic v2, FastAPI, Polars, and structlog. Produces fully annotated, audit-ready so…
AI / ML
agent-init
Initialize and configure AI agent workspace MD files (AGENTS.md, SOUL.md, IDENTITY.md, USER.md, TOOLS.md, BOOTSTRAP.md, HEARTBEAT.md). Use when setting up a new agent, customizing …
Data
bio-spatial-transcriptomics-spatial-statistics
Analyzes spatial transcriptomics data to detect spatially variable genes, spatial autocorrelation, and cell-type colocalization using Squidpy with PySAL/esda. Supports method selec…
DevOps
uv
Install and use uv — the fast Python package and project manager. Use when: user needs to install uv, manage Python versions, create virtual environments, install packages/tools, r…
Automation
featbit-sdks-python
Expert guidance for integrating FeatBit Python Server SDK in backend applications. Use when user asks about "Python SDK", "Python feature flags", "FeatBit Python", fbclient usage, …
AI / ML
option-pricing
Python library for pricing European and American options with nine methods including Black-Scholes, binomial, trinomial, Monte Carlo with Longstaff-Schwartz, Bjerksund-Stensland, H…
Data
scikit-gstat
Geostatistical analysis with scikit-learn style API. Compute variograms, kriging interpolation, and spatial correlation analysis. Use for experimental variogram computation, model …
DevOps
alexar76/aimarket-plugins
aimarket-mcp-packager hub plugin: turn AIMarket capabilities into self-hosted MCP servers (Docker image + mcpmanifest + Claude Desktop mcpServers config). Part of 15-plugin AIMarke…
Data
fiinquant
Generates accurate Python code for FiinQuantX, the Vietnamese stock market data library. Handles install/login, ticker/index/sector lists, realtime/historical prices, orderbook, fi…
Research
alterlab-qualitative-methods
Provides comprehensive qualitative research support including thematic analysis, grounded theory, IPA, content analysis, narrative inquiry, ethnography, case study methodology, and…
Research
nature-figure
Produces publication-quality scientific figures for high-impact journals in Python or R, handling multi-panel layouts, data integrity checks, and export to SVG/PDF/TIFF. Supports g…
AI / ML
gemini-api
Google Gemini API integration for building AI-powered applications. Use when working with Google's Gemini API, Python and TypeScript SDKs, multimodal inputs, thinking features, str…
Engineering
sams-architecture
Automatically audits and guides system architecture, technology choices, patterns, infrastructure, API design, testing, CI/CD, security, and code organization across Python web API…
AI / ML
neurokit2
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Supports heart rate variability analysis, event…
Business
zv-pfaendungstabelle-2025
Calculates attachable amounts per the 1 July 2025 attachment exemption notice (valid until 30 June 2026), applying § 850c ZPO base exemptions, maintenance tiers, attachment bracket…
Engineering
code-kg
Builds a SQLite+FTS5 knowledge graph over codebases, capturing import/dependency edges, symbols with line ranges, entry points, and liveness tiers to identify dead code. Parses Pyt…
Design
text-to-blender
Converts natural-language requests into executable Blender Python code via the Blender MCP server, orchestrating specialized sub-skills for modeling, materials, lighting, rendering…
Engineering
fireworks-python
Python service development with strict typing via mypy, async I/O using asyncio, APIs with FastAPI/Flask/Django, Pydantic modeling, multiprocessing for GIL bypass, packaging with p…
Data
data-create-viz
Create professional data visualizations in Python with dark theme, #00FFA7 accents, and Inter font. Transforms query results or DataFrames into appropriate charts for trends, compa…
Data
eeg-pipeline
Orchestrates the complete EEG analysis workflow by sequencing BIDS import, preprocessing, ICA, epoching, and optional branches for ERP/TFR/connectivity/microstate/source analysis, …
AI / ML
hermes-snow-search
Global memory retrieval layer — cross-session SQLite FTS5 search (~0.1s) across full message history, memory, and facts, with CJK/English auto-routing (trigram vs unicode61 tokeniz…
Automation
web2cli
Turn any website into a command-line tool by driving a real browser with agent-browser, then building a Python CLI package that wraps those interactions. Use when the user wants to…
Testing
os-eval-runner
Stateless evaluation engine that scores and gates skill improvement iterations using headless Python scripts. Use for "evaluate this skill", "run autoresearch loop", "optimize this…
Research
calc-sample-size
Interactive sample size calculator for medical research with decision-tree test selection, reproducible R/Python code, effect size guidance, and IRB-ready justification text. Suppo…
Automation
figma2cocos
Bridges Figma-to-HTML IR (.ui.json snapshots + flow.json interactions) into Cocos Creator 3.x projects by generating a TS runtime interpreter that dynamically builds node trees fro…
Research
Full-empirical-analysis-skill
Run classical end-to-end empirical analysis using pandas, numpy, scipy, statsmodels, linearmodels, pyfixest, rdrobust, econml, causalml, and matplotlib/seaborn. Produces publicatio…
Testing
grpc-mock
Provides in-memory gRPC server mocking for client tests across languages: Go bufconn + mockgen, Python pytest-grpc with stub patching, JVM in-process servers, and Node fake servers…
Engineering
pydantic-v2
Pydantic v2 patterns for production Python: validators, computed fields, strict types, discriminated unions, settings management, model serialization, Decimal handling for money, p…
Engineering
pylops
Matrix-free linear operators for large-scale inverse problems. Define forward/adjoint operations, solve inverse problems like deconvolution or tomography, apply transforms such as …
Security
auditing-python-dependencies
Scans Python dependency trees for known CVEs using pip-audit, covering direct and transitive packages across requirements.txt, pyproject.toml, Pipfile.lock, and poetry.lock. Output…
Data
design-of-experiments
Python DOE toolkit with interactive goal-driven design, classical factorial/response surface/screening methods, Gaussian process Bayesian optimization, model-driven optimal designs…
Testing
qector-sinter
Provides sinter decoder hooks for QECTOR (manual 17.2): exposes qector_sinter_decoders() returning qector_blossom, qector_belief, qector_unionfind, qector_bposd, qector_unionfind_u…
Security
vapt
Python-based VAPT skill using Secator, NetExec, Metasploit, and custom scripts to assess and exploit vulnerabilities across OSes, networks, devices, webapps, and APIs. Follows OSST…
Data
dm-database-readonly
Queries Dameng (DM / 达梦) databases in read-only mode via validated SQL and dmPython. Supports arbitrary SELECT-style exploration, SHOW/DESC metadata, and custom SQL; blocks INSERT/…
Data
pyopenms
Python interface to OpenMS for mass spectrometry data analysis, supporting LC-MS/MS proteomics and metabolomics workflows including file handling (mzML, mzXML, mzTab, FASTA, pepXML…
Engineering
python-authoring
Write, edit, refactor, or review Python code using concise stdlib-first patterns, Python 3.12, self-contained .pyz packaging, and repository test conventions. Works for changes und…
Automation
synapse-client
Async Python client and CLI for connecting to any Synapse mesh, exposing all primitives (register, discover, request, respond, emit, subscribe) plus heartbeats, durable polling, ch…
Data
igraph
Python graph analysis via igraph: build networks from edge-list DataFrames, compute centralities and communities (Leiden, Louvain), extract paths and components, and visualize with…
Security
audit-ai-code
Scans AI-generated code diffs for duplicate helpers, over-defensive logic, broad exception wrappers, speculative scaffolding, boilerplate comments, style drift, hallucinated APIs, …
DevOps
boardwalk-use-cli
Installs, configures, and operates the Boardwalk CLI for authoring, validating, deploying, and running agent workflows in Python or TypeScript. Supports scaffolding, build/validati…
Showing the top 60 of 3,315. See the full list →