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…
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…
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…
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
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…
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
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…
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…
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…
Automation
agentql-natural-language-web-query-sdk-extraction-automation
AgentQL is TinyFish's web automation and extraction toolkit that layers a natural-language query system on top of live sites. Its Python and JavaScript SDKs integrate with Playwrig…
Data
bio-data-visualization-color-palettes
Select colormaps and qualitative palettes using perceptual uniformity, color-vision-deficiency safety, and luminance monotonicity. Covers Crameri scientific colormaps, viridis/civi…
General
leetcode-teacher
Interactive LeetCode-style teacher for technical interview prep. Generates coding playgrounds with real product challenges, teaches patterns and techniques, supports Python/TypeScr…
Automation
zhihu-cli
Zhihu CLI (pyzhihu-cli): search, hot list, questions/answers/comments, recommended feed, user profiles, post ideas/questions/articles, delete own content, likes/follows, collection…
Data
pyopenms-skill
Handle computational mass spectrometry workflows with PyOpenMS: read and write mzML/mzXML/MGF files, execute signal processing steps such as smoothing and peak detection, identify …
Data
kreuzberg
Extracts text, tables, metadata, and images from 91+ formats including PDF, Office, images, HTML, email, and archives using Kreuzberg. Supports installation, extraction, OCR, chunk…
Data
ccxt-python
CCXT library integration for Python. Installs the package, connects to exchanges, fetches market data, places orders, streams tickers and order books via WebSocket, manages authent…
Engineering
dapr-code-generator
Generate Python boilerplate for DAPR microservices, workflows, and actors. Produces structured services with DAPR SDK integration, health endpoints, logging, and best practices. Us…
Engineering
pyzig
How the Zig↔Python binding layer works (pyzig), including build-on-import, wrapper generation patterns, ownership rules, and where to add new exported APIs. Use when adding Zig-Pyt…
Engineering
completion-rule
Automatic self-check and correction rules for LLM code generation tasks. Enforces functional self-tests, unit test design, and linter checks after output. Auto-fixes until all pass…
Engineering
wxPython Specialist
wxPython GUI specialist covering sizer layouts, event handling, AUI framework, custom controls, threading with wx.CallAfter/wx.PostEvent, dialog design, menus/toolbars, and desktop…
Data
samtools-bam-processing
CLI toolkit for SAM/BAM/CRAM files: sort, index, convert, filter, and QC alignments. Core commands include view, sort, index, flagstat, stats, depth, markdup, and merge. Supports p…
Engineering
assembling-components
Assemble component outputs from design skills into unified, production-ready systems with validated token integration and proper import chains. Capstone step after theming, layout,…
AI / ML
gcp-gemini-api-developer
Build, integrate, and debug Gemini API applications on Google Cloud using the unified google-genai SDK across text, multimodal, function calling, embeddings, streaming, Live API, a…
DevOps
oops
Deploy applications to Kubernetes via OOPS PaaS using the Python CLI. Use when deploying, releasing, or shipping apps to OOPS, creating new apps, inspecting pipelines, or configuri…
Automation
twitter-x-hub
Read and write Twitter/X data in Python with zero third-party dependencies using standard library and Cookie auth. Supports timeline scraping, bookmarks, search, profiles, tweets, …
Engineering
phoenix-server
Backend development for the Phoenix AI observability platform using Strawberry GraphQL, SQLAlchemy async, and FastAPI. Use when writing or modifying Python server code in src/phoen…
Data
bio-data-visualization-multipanel-figures
Compose multi-panel publication figures with patchwork, cowplot, gridExtra, or matplotlib GridSpec, applying shared axes, Nature/Cell panel labels, and Type-42 font embedding. Use …
Security
detecting-command-injection-patterns
Finds command-injection patterns across languages including Python subprocess with shell=True, Node child_process.exec, Ruby backticks, Go exec.Command wrappers, PHP system calls, …
Automation
csv-wave-pipeline
Requirement planning to wave-based CSV execution pipeline. Decomposes requirements into dependency-sorted CSV tasks, computes execution waves, and runs wave-by-wave via spawn_agent…
Engineering
pep8
Enforces modern Python 3.11+ coding standards, PEP 8 compliance, and type-hinting best practices. Use when writing, reviewing, or refactoring Python code for consistency with PEP 8…
Engineering
legacy-codebase-analyzer
Comprehensive legacy codebase analysis for technical debt assessment, security scanning, performance bottleneck detection, and modernization planning. Includes seven Python tools f…
Web
framework-mcp-ui
Python API and UI components for PDF Vector Framework using Gradio, Streamlit, QuickRAG, and reusable components. Trigger on Gradio/Streamlit pdf-framework, QuickRAG API, or Compon…
Automation
fused-cli
Reference for the Fused Python SDK command line interface. Use when the user asks how to run, push, share, or manage UDFs, canvases, files, or secrets via the Fused CLI, or when au…
Research
mdtraj-trajectory-analysis
Performs molecular dynamics trajectory analysis in Python. Reads DCD, XTC, TRR, NetCDF, H5, and PDB files; computes RMSD, radius of gyration, RMSF, contact maps, Ramachandran plots…
Automation
browser-use-agentic-browser-control
Open-source browser automation framework that turns websites into controllable interfaces for AI agents. Combines Python SDK, orchestration, and model integrations for navigation, …
Documentation
runbook-windows-python
Handles common Windows + Python pitfalls including UnicodeEncodeError, cp932, rich, PowerShell, Windows Terminal, legacy console, PYTHONIOENCODING, and character encoding issues. A…
Design
nature-figure
Creates submission-grade figures for Nature and high-impact journals using Python or R. Defines conclusions and evidence before plotting, then generates, previews, exports, and QA'…
DevOps
pulumi-infrastructure-stack-templater
Generate Pulumi infrastructure-as-code stacks in TypeScript and Python using @pulumi/aws, @pulumi/azure-native, and @pulumi/gcp SDKs. Includes Pulumi Automation API integration for…
DevOps
setup-wayfinder
Materialize the wayfinder Python venv at the designated plugin data path and write the setup-state flag. Trigger on explicit setup, install, fix, or repair requests, or when a sess…
Engineering
algo-sc-routing
Solve vehicle routing problems to optimize delivery routes under capacity and time constraints. Use this skill when the user needs to plan delivery routes, minimize transportation …
Engineering
create-mcp-servers
Build Model Context Protocol (MCP) servers exposing tools, resources, and prompts. Use for custom integrations, APIs, or data sources that interact via the MCP protocol. Supports T…
Testing
testing-unit
Unit testing patterns using AAA, parametrized tests, fixture scoping, network-level mocking, and factory-based test data. Applies to isolated business logic tests across Python, Ja…
Data
batch-cohort
Generates N analysis scripts from one methodology template across multiple exposure/outcome combinations. Produces batch R/Python code and a summary matrix using the same validated…
Testing
seleniumbase-python-browser-automation-stealth-testing-framework
SeleniumBase is a Python framework for browser automation, end-to-end testing, and stealthy web interaction. It layers pytest-friendly test structure, reporting, and anti-bot-aware…
Web
gpt-taste
Builds elite UX/UI interfaces with advanced GSAP motion, Python-driven layout randomization, strict AIDA structure, wide editorial typography, gapless bento grids, and precise Scro…
AI / ML
gemini-genai
Use the Google python-genai SDK for Gemini 3 Flash, Gemini 3 Pro, and other Gemini models. Supports building with the Gemini API, structured outputs, function calling, image genera…
DevOps
sentry-sdk-patterns
Best practices for Sentry SDK usage in TypeScript and Python. Apply when adding structured error context with scopes, breadcrumbs, beforeSend filtering, custom fingerprinting, user…
Security
detecting-insecure-deserialization
Scans source trees for unsafe deserialization APIs across Python, Ruby, Java, PHP, .NET, and JavaScript. Use for pre-commit gates, legacy job-queue audits, or post-bug-report analy…
Engineering
dbos-python
Guide for building reliable, fault-tolerant Python applications with DBOS durable workflows. Use when adding DBOS to existing Python code, creating workflows and steps, or using qu…
Data
analyze-stats
Perform statistical analysis for medical research. Produces reproducible Python or R code, publication-ready tables, and figures for diagnostics, meta-analysis, survival data, regr…
DevOps
modal
Execute Python workloads in serverless cloud containers with GPU support and autoscaling. Deploy ML models, run batch jobs, schedule compute-heavy tasks, or host APIs needing dynam…
Data
running-clustering-algorithms
Analyzes datasets by running clustering algorithms such as K-means, DBSCAN, and hierarchical methods to identify data groups. Activates on requests like run clustering, cluster ana…
DevOps
github-ecosystem
Generate GitHub ecosystem configuration including CI/CD workflows, issue/PR templates, CODEOWNERS, Dependabot, and Copilot instructions. Auto-detects project language and supports …
Web
wagtail-django-cms-structured-content-editorial-workflows
Wagtail is an open-source Django CMS for structured content, flexible page models, and editorial workflows. Supports traditional and headless sites with APIs, image handling, searc…
Data
matplotlib
Provides low-level control over every plot element for custom visualizations, novel plot types, and publication exports in PNG, PDF, or SVG; complements seaborn for quick plots and…
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