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datum-system

elasticdotventures

Helps work with the b00t datum system - TOML-based configuration for AI models, providers, and services. Datums are stored in ~/.dotfiles/_b00t_/ and specify WHICH environment variables are required (not the va...

GitHub

effective-python

kulesh

Best practices for writing high-quality Python code. Use when writing, reviewing, or refactoring Python code. Covers strict typing, idiomatic patterns, performance, testing, and modern Python 3.14+ features. Ap...

GitHub

marimo-notebooks

pymc-labs

ALWAYS use when: creating/editing marimo notebooks, working with any .py file containing @app.cell decorators, building reactive Python notebooks, doing exploratory data analysis in notebook form, converting Ju...

GitHub

python-calc

aevatarAI

Evaluate arithmetic expressions precisely by calling py_calc (python-file tool).

GitHub

pdf

samhvw8

PDF document processing and manipulation. Tools: Python (PyPDF2, pdfplumber, reportlab), CLI tools. Capabilities: text extraction, table extraction, form filling, merge/split documents, create PDFs, add annotat...

GitHub

mcp-expert

samhvw8

Model Context Protocol (MCP) server development and tool management. Languages: Python, TypeScript. Capabilities: build MCP servers, integrate external APIs, discover/execute MCP tools, manage multi-server conf...

GitHub

payment-integration

samhvw8

Payment gateway integration. Providers: SePay (Vietnamese: VietQR, bank transfer, cards), Polar (global SaaS: subscriptions, usage-based billing). SDKs: Node.js, PHP, Python, Go, Laravel, Next.js. Capabilities:...

GitHub

backend-development

samhvw8

Production backend systems development. Stack: Node.js/TypeScript, Python, Go, Rust | NestJS, FastAPI, Django, Express | PostgreSQL, MongoDB, Redis. Capabilities: REST/GraphQL/gRPC APIs, OAuth 2.1/JWT auth, OWA...

GitHub

google-adk-python

samhvw8

Google Agent Development Kit (ADK) for Python. Capabilities: AI agent building, multi-agent systems, workflow agents (sequential/parallel/loop), tool integration (Google Search, Code Execution), Vertex AI deplo...

GitHub

mise-expert

samhvw8

Mise development environment manager (asdf + direnv + make replacement). Capabilities: tool version management (node, python, go, ruby, rust), environment variables, task runners, project-local configs. Actions...

GitHub

adapter-development

ai-debugger-inc

Comprehensive guide for AIDB debug adapter development. Covers component-based architecture, language-specific patterns (Python/debugpy, JavaScript/vscode-js-debug, Java/java-debug), lifecycle hooks, process ma...

GitHub

openai-agent-sdk-integration

youdotcom-oss

Integrate OpenAI Agents SDK with You.com MCP server - Hosted and Streamable HTTP support for Python and TypeScript. Use when developer mentions OpenAI Agents SDK, OpenAI agents, or integrating OpenAI with MCP.

GitHub

claude-agent-sdk-integration

youdotcom-oss

Integrate Claude Agent SDK with You.com HTTP MCP server for Python and TypeScript. Use when developer mentions Claude Agent SDK, Anthropic Agent SDK, or integrating Claude with MCP tools.

GitHub

decomplect-py

zby

Architectural code analysis for Python design quality. Evaluates simplicity (Rich Hickey), functional core/imperative shell (Gary Bernhardt), and coupling (Constantine & Yourdon). Use for design review or archi...

GitHub

fiftyone-code-style

voxel51

Writes Python code following FiftyOne's official conventions. Use when contributing to FiftyOne, developing plugins, or writing code that integrates with FiftyOne's codebase.

GitHub

code-styleguides

lackeyjb

Language-specific code style guidelines. Use when writing TypeScript, Python, Go, JavaScript, or HTML/CSS code to ensure consistent, idiomatic, and maintainable code following best practices.

GitHub

skill-manager

Interstellar-code

Native Python-based skill management for enabling/disabling skills, configuring permissions, and managing settings.local.json

GitHub

rlm

Whamp

Process files too large to fit in context (>100KB, >2000 lines). Uses Python REPL for structural analysis, LLM queries for semantic reasoning, and subagents for final synthesis. Triggers - large file, big docum...

GitHub

cohere-v2-python

ActiveInferenceInstitute

Master Cohere v2 Chat API with Python, specializing in entity extraction using JSON Schema mode for structured outputs. Use when extracting entities from text, building data extraction pipelines, implementing N...

GitHub

surrealdb-python

ActiveInferenceInstitute

Master SurrealDB 2.3.x with Python for multi-model database operations including CRUD, graph relationships, vector search, and real-time queries. Use when working with SurrealDB databases, implementing graph tr...

GitHub

swarmkit-orchestrator

brandomagnani

Orchestrate multi-agent workflows using SwarmKit Python SDK. Use when tasks benefit from: (1) Parallel processing - analyzing many documents/items simultaneously, (2) Quality competition - running multiple agen...

GitHub

swarmkit-dev

brandomagnani

SwarmKit SDK development for TypeScript and Python. Use when building applications with SwarmKit to run AI agents (Claude, Codex, Gemini, Qwen) in secure sandboxes. Triggers: (1) Creating SwarmKit applications,...

GitHub

python-standards

akaszubski

Python code quality standards (PEP 8, type hints, docstrings). Use when writing Python code.

GitHub

library-design-patterns

akaszubski

Standardized library design patterns for autonomous-dev including two-tier design, progressive enhancement, non-blocking enhancements, and security-first architecture. Use when creating or refactoring Python li...

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