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pythonista-testing

gigaverse-app

Python testing best practices with pytest, TDD, and mocking. ALWAYS use this skill BEFORE writing or modifying any test code. Triggers on "test", "tests", "testing", "TDD", "test-driven", "pytest", "add tests",...

GitHub

pythonista-debugging

gigaverse-app

Use when encountering errors, bugs, or problems. Triggers on "bug", "error", "fix", "debug", "traceback", "stack trace", "exception", "crash", "broken", "not working", "failing", "issue", "workaround", "wrapper...

GitHub

pythonista-patterning

gigaverse-app

Use when writing new code, implementing features, or refactoring. Triggers on "pattern", "reuse", "duplicate", "extract", "helper", "refactor", "architecture", "DRY", "don't repeat yourself", "abstract", "reusa...

GitHub

pythonista-nicegui

gigaverse-app

NiceGUI development best practices for Python web UIs. Use when building UI components, fixing layout issues, or working with NiceGUI/Quasar/Tailwind. Triggers on "nicegui", "quasar", "tailwind", "ui.row", "ui....

GitHub

pythonista-reviewing

gigaverse-app

Code review best practices for Python projects. Use when reviewing code, PRs, or diffs. Triggers on "review", "code review", "PR", "pull request", "diff", "check this", "look at this code", "quality", "refactor...

GitHub

pythonista-reviewing

gigaverse-app

Use when reviewing code, PRs, or diffs. Triggers on "review", "code review", "PR", "pull request", "diff", "check this", "look at this code", "quality", "refactor", "egregious", "cross-file", "duplicate", "dupl...

GitHub

pythonista-nicegui

gigaverse-app

Use when building UI with NiceGUI, creating components, fixing styling issues. Triggers on "nicegui", "quasar", "tailwind", "ui.row", "ui.column", "ui.card", "ui.dialog", "gap", "spacing", "layout", "modal", "c...

GitHub

pythonista-typing

gigaverse-app

Python type annotations and Pydantic best practices. Use when working with types, models, or data structures. Triggers on "type", "types", "typing", "Pydantic", "BaseModel", "dict", "list", "tuple", "annotation...

GitHub

pythonista-patterning

gigaverse-app

Pattern discovery and code reuse for Python projects. Use when writing new code, implementing features, or refactoring. Triggers on "pattern", "reuse", "duplicate", "extract", "helper", "refactor", "architectur...

GitHub

pythonista-debugging

gigaverse-app

Root cause fixing and avoiding workarounds. Use when encountering errors, bugs, or problems. Triggers on "bug", "error", "fix", "debug", "workaround", "wrapper", "hack", "broken", "not working", "failing", "iss...

GitHub

pythonista-async

gigaverse-app

Use when writing async code, using asyncio.gather, handling concurrent operations. Triggers on "asyncio", "async", "await", "gather", "concurrent", "parallel", "fail-fast", "timeout", "race condition", "cancell...

GitHub

playwright-browser

FunnelEnvy

Use when capturing screenshots, automating browser interactions, or scraping web content. Covers Playwright Python API for page navigation, screenshots, element selection, form filling, and waiting strategies.

GitHub

automation-expert

CyangZhou

自动化流程与脚本专家,擅长使用 Python, PowerShell, Shell 及各类工具实现任务自动化。

GitHub

langgraph

joneqian

LangGraph Python framework for building stateful, multi-actor LLM applications. Use for agent workflows, persistence, durable execution, streaming, interrupts, time travel, memory, subgraphs, and production dep...

GitHub

sqlalchemy

joneqian

SQLAlchemy Python SQL toolkit and ORM. Use for database models, queries, sessions, relationships, migrations, async database operations, and working with PostgreSQL, MySQL, SQLite, Oracle, SQL Server.

GitHub

fastapi

joneqian

FastAPI modern Python web framework. Use for building high-performance APIs, async endpoints, dependency injection, Pydantic validation, OpenAPI documentation, OAuth2 security, WebSockets, and Python backend de...

GitHub

langchain

joneqian

LangChain Python framework for building LLM applications. Use for chains, agents, memory, document loaders, text splitters, vector stores, retrievers, and LLM integrations like OpenAI, Anthropic, and Google.

GitHub

managing-hms-versions

gpt-cmdr

Manages HEC-HMS version differences (3.x vs 4.x), handles Python 2/3 compatibility, detects HMS installations, and generates version-appropriate Jython scripts. Use when working with legacy HMS 3.x projects, up...

GitHub

investigating-hms-internals

gpt-cmdr

Investigates HEC-HMS internals through decompiled Java classes. Provides JythonHms API reference, CLI options, version-specific differences (3.x vs 4.x), and guides on-demand decompilation for new discoveries....

GitHub

executing-hms-runs

gpt-cmdr

Executes HEC-HMS simulations using HmsCmdr.compute_run(), handles parallel execution across multiple runs, and manages Jython script generation. Use when running HMS simulations, executing runs, computing model...

GitHub

ibkr-gateway-python

MrRolie

Use when working in mm-ibkr-gateway to access market data, account summary, positions, PnL, or orders directly in Python via ibkr_core. Covers connecting with IBKRClient, using market/account/order helpers, and...

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