Tag: python
Python Backend API Development Skill
Implements robust server-side logic, APIs, and database operations using Python 3.12+, specializing in FastAPI, SQLAlchemy, and Pydantic. This skill enforces best practices including strict typing, comprehensive testing, and adherence to RE…
Local Python Multi-Agent Orchestration Skill
A local Python orchestration skill for managing multi-agent workflows via a shared blackboard, permission gating, and token budgeting. It implements a three-layer memory model and task decomposition protocols using only the Python standard …
CloudBase Agent SDK for AI Agents
An SDK for building and deploying AI agents using TypeScript or Python, implementing the AG-UI protocol for streaming communication. It supports integration with LangGraph, LangChain, and CrewAI via custom or built-in adapters.
CloudBase Agent Python SDK
A Python SDK for building production-ready AI agent backends with support for LangGraph, CrewAI, and LlamaIndex. It enables streaming via the AG-UI protocol and integrates persistent memory, observability, and various toolsets including MCP…
PII Detection and Redaction Skill
A zero-dependency Python implementation for detecting and redacting personally identifiable information from text files. It replaces sensitive patterns such as SSNs, API keys, and email addresses with standardised placeholders to ensure age…
Slack Animated GIF Creator Toolkit
A toolkit for generating animated GIFs optimised for Slack, providing utilities for frame assembly, easing functions, and validation. It leverages PIL to implement various animation concepts like pulsing, bouncing, and rotating.
Automated Mem0 Repository Integration Pipeline
An automated pipeline for integrating Mem0 into existing Python or TypeScript repositories using a test-driven development approach. It detects the project's language, creates a feature branch, and implements additive, non-breaking changes …
Building AI Agents with Pydantic AI
This skill provides architectural patterns and implementation examples for building production-grade generative AI applications using the Pydantic AI framework. It covers topics such as structured output, dependency injection, tool integrat…
Mureo: AI Ad Operations Control Plane
A local-first control plane for managing AI-driven advertising operations across Google and Meta Ads. It provides an MCP server and CLI to enforce strategy, manage authentication, and maintain auditable decision logs.
CSV Data Analysis and Summarisation Skill
Provides a workflow for inspecting CSV schemas and computing aggregate statistics using Python standard library scripts.
Test Coverage Improver
This skill automates the assessment and enhancement of test coverage by running coverage suites, identifying low-coverage files, and proposing impactful test cases for user approval.
Automated Python Example Runner
Automates the execution of Python examples using uv, providing background process management, detailed logging, and automated re-running of failed tests.
Automated Code Change Verification Pipeline
Executes a mandatory verification pipeline including formatting, linting, type checking, and testing to ensure code integrity. It uses fail-fast semantics and parallel execution for validation steps following code formatting.
Building Model Context Protocol Servers for LLMs
This guide outlines the process for developing Model Context Protocol (MCP) servers, enabling sophisticated LLM interaction with external APIs. Developers can implement these servers using Python or TypeScript, ensuring robust tool definiti…
Playwright Web Application Testing Toolkit
This toolkit provides helper scripts and guidance for testing local web applications using Playwright. It supports server lifecycle management, DOM inspection, and automated actions, encouraging users to treat bundled scripts as black boxes…