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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.
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.
research-lang
Language-expertise research program that turns a programming language or technical domain into cited research artifacts and publishable AI-config rules and skills. Use when someone wants the agent fle
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.
langchain-langgraph-basics
Build a correct LangGraph 1.0 StateGraph — typed TypedDict state with reducers, nodes, edges, compile, and recursion budgets — without hitting the silent-termination and state-replacement traps. Use w
pyqgis
Use when extending QGIS with Python plugins, automating map composition, or scripting QGIS processing algorithms. PyQGIS: QGIS Python API for custom tools, processing scripts, and plugin development.
amc-run-sample-calibration
Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC microservice. Use when user says 'test sample dataset', 'run sample calibration', 'veri
amc-run-sample-calibration
Run end-to-end calibration on the shipped sample dataset (sdg_08_2_sample_data_010926.zip) against a running AMC microservice. Use when user says 'test sample dataset', 'run sample calibration', 'veri
python-primitives-architecture
Guide for implementing ContextHarness's three-layer architecture: Primitives → Services → Interfaces. Use this skill when creating new features, adding domain models, implementing business logic, or b
burpsuite-extension-skill
Develop Burp Suite extensions in Java (Montoya API) or Python (Jython). Supports creating HTTP listeners, scanner checks, intruder payloads, UI tabs, and context menus. Includes project templates, mul
azure-ai-ml-py-v2
Azure Machine Learning SDK v2 for Python workflow skill. Use this skill when the user needs Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipeli
python
Use when the task is Python itself, in any framework or none: PEP 695 generics, mypy --strict typing, dataclass/Protocol/TypedDict/Enum choices, asyncio.TaskGroup, stdlib idioms, src/ layout + pyproje
langchain-enterprise-rbac
Enforce tenant isolation and role-based access across LangChain 1.0 chains and LangGraph 1.0 agents — per-request retriever construction, tenant-scoped rate limits, role-scoped tool allowlists, and st
smart-sensor-designer
Smart sensor design expertise covering sensor selection and specification, calibration procedures, signal conditioning circuits (amplification, filtering, ADC interfacing), multi-sensor data fusion al
smart-sensor-designer
Smart sensor design expertise covering sensor selection and specification, calibration procedures, signal conditioning circuits (amplification, filtering, ADC interfacing), multi-sensor data fusion al
azure-mgmt-apimanagement-py-v2
Azure API Management SDK for Python workflow skill. Use this skill when the user needs Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies
dd-code-generation
Use pup CLI for immediate Datadog operations or generate code for integration into applications
self-service-infra
Build self-service infrastructure platforms with Terraform modules, provisioning automation, approval workflows, and developer-friendly abstractions Use when the user asks about self service infra, re
self-service-infra
Build self-service infrastructure platforms with Terraform modules, provisioning automation, approval workflows, and developer-friendly abstractions Use when the user asks about self service infra, re
iot-sensor-network
Guides design and deployment of mesh sensor networks including data collection, power management, communication protocols, and fleet management Use when the user asks about iot sensor network, related
django-admin
Django Admin pitfalls - save_formset, get_search_results, get_formset, admin queryset optimization, db_index
lint-arwaky-python
Run lint-arwaky CLI scanner and MCP server for Python projects — validate AES compliance, check layer violations, and fix architecture issues.
lint-arwaky-python
Run lint-arwaky CLI scanner and MCP server for Python projects — validate AES compliance, check layer violations, and fix architecture issues.
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.