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Everything your AI needs, in one place.
Ready-made agents, skills, personas, prompts, templates and tools. Each one is checked before it goes live, works with any model, and installs in a click. Rate what you use so the best rises to the top.
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A service that does a whole job for you - research, coding, support - and reports back.
Step-by-step instructions an AI follows for one kind of task. Install once, reuse everywhere.
A voice and set of rules layered onto any model: tone, audience, do's and don'ts.
A ready-to-use prompt with fill-in-the-blank variables and notes on when it works best.
A complete routing setup - models, rules and settings - in one file you can apply in a minute.
A single function an AI can call: a calculator, a search, a database lookup.
A language model endpoint with its price, speed and quality declared so the router can compare it.
Selenium Web Chatbot Automation with Stability Wait
Generates a Python script using Selenium to automate a web chatbot, including handling consent alerts, looping for user input, and waiting for the response element to stabilize (stop updating) before
py-master-id
Python开发专家，代码高效简洁，重视安全性与可维护性
Python MySQL Daily ETL Update with Union Logic
Generates Python scripts to perform daily ETL updates on MySQL databases, combining insert and update operations using UNION ALL logic and parameterized queries for security.
Backtrader双信号异步触发策略
在Backtrader中实现基于两个可能异步出现信号的交易逻辑，要求代码结构简单，能够处理信号先后出现或同时出现的情况。
Flask In-Memory Multi-URL Zip Download with Redirect
Implement a Flask route that downloads files from multiple URLs, zips them in-memory without saving to disk, sends the zip to the client, and redirects to a success page.
Time Series Imputation Feasibility Analysis
Analyze the feasibility of imputing missing data for short time series by checking date alignment with similar series based on shared key columns using Polars.
Real Estate Data Analysis with Random Forest and Visualization
Performs regression and classification analysis on housing data using Random Forest models, including data merging, preprocessing, and generating specific evaluation metrics and visualizations.
python_tkinter_ccsds_packet_viewer
Generates a Python GUI application using Tkinter to load and display CCSDS packet files. The application features a file menu for loading data and displays packet fields in tab-separated columns withi
svm_cv_auc_expert
Implement or correct SVM cross-validation code in R or Python to accurately calculate AUC by computing the metric per iteration using decision values or probabilities, avoiding methodological errors l
pipecat-friday-agent
Build a low-latency, Iron Man-inspired tactical voice assistant (F.R.I.D.A.Y.) using Pipecat, Gemini, and OpenAI.
Генерация Python скрипта для экспорта логов Elasticsearch
Создание скрипта на Python для выгрузки данных из индексов winlogbeat в JSON файл с использованием скроллинга, фильтрации по хосту и времени.
Salsa20/12 Encryption Implementation
Implements the Salsa20/12 stream cipher in Python, supporting 64-bit, 128-bit, and 256-bit keys with specific expansion logic and hex input/output.
python-pptx-generator
Generate complete Python scripts that build polished PowerPoint decks with python-pptx and real slide content.
cuopt-numerical-optimization-api
LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. Use when the user is solving LP, MILP, or QP with any cuOpt interface.
cuopt-numerical-optimization-api
LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. Use when the user is solving LP, MILP, or QP with any cuOpt interface.
ip-camera-monitor
Turn any Android phone or IP camera into a monitoring system using Python - no Docker or Home Assistant required
qutip-open-quantum-systems
当研究开放量子系统动力学（主方程、Lindblad、退相干、量子光学、腔 QED）时使用；用 QuTiP 搭建态/算符/哈密顿量并选 sesolve/mesolve/mcsolve 等求解器做时间演化与可视化产物；不适用于电路型量子计算与硬件执行（改用 qiskit/cirq/pennylane）。触发词：QuTiP、主方程、mesolve
python-setup-dev-environment
Set up and run a reproducible Python dev environment with uv, ruff, mypy, and VSCode.
gemini-api-python
Integrate Google Gemini API from Python serverless backends (Vercel, Cloud Run, etc.). Covers API setup, system prompting with live context, error handling, and frontend chat UI patterns for hackathon
async-python-patterns
Async Python Patterns workflow skill. Use this skill when the user needs Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and as
polars
Write fast, idiomatic Polars in Python using the lazy API, and answer natural-language questions about data in one shot. Use this skill whenever a task involves loading, querying, transforming, aggreg
pydantic-ai
Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.
pydantic-ai
Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.
pydantic-ai
Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.
Find
Search or browse by kind. Every card shows who made it, how many people installed it and what they think.
Install
One click. You get a manifest the router understands, plus copy-paste snippets for the CLI, Python and YAML.
Rate and publish
Leave a star rating after you have used it. Made something useful? Publish it - free listings go live immediately.
Prefer the terminal? osr stack apply registry://starter installs the starter template.