archibate/archibate-skills - 第 2 页

backtesting-frameworks

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.

原文语言：英语

browser-use

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, or extract information from web pages.

原文语言：英语

clickhouse-io

ClickHouse数据库模式、查询优化、分析以及高性能分析工作负载的数据工程最佳实践。

data-storytelling

Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.

原文语言：英语

data-validation

QA an analysis before sharing with stakeholders — methodology checks, accuracy verification, and bias detection. Use when reviewing an analysis for errors, checking for survivorship bias, validating aggregation logic, or preparing documentation for…

原文语言：英语

data-visualization

Create effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or applying design principles like accessibility and color theory.

原文语言：英语

frontend-design

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

原文语言：英语

image-generation

Use this skill when generating images. TRIGGER when user asks to "generate image", "create image", "draw", "make picture", or needs to generate images programmatically via API.

原文语言：英语

mistake-notebook

Skill to query and update a mistake notebook to memorize mistake. This skill should be used when: 1. Encountered a severe problem, needs to recall for historical problem solving experience 2. After fixed a severe mistake with a clear solution valuable to be…

原文语言：英语

prompt-engineering-patterns

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.

原文语言：英语

python-architecture

Python application architecture with functional core, effectful shell, DDD, and data modeling. Use when designing application layers, separating pure business logic from IO, defining domain models, implementing validation, or structuring bounded contexts.

原文语言：英语

python-backend-expert

Python backend expert for Django, FastAPI, Flask, and async Python APIs. Use when building web APIs, working with ORMs (SQLAlchemy, Django ORM), implementing async patterns, or using Pydantic for validation. Triggers: fastapi, django, flask, sqlalchemy,…

原文语言：英语

python-code-style

Python code style, linting, formatting, naming conventions, and documentation standards. Use when writing new code, reviewing style, configuring linters, writing docstrings, or establishing project standards.

原文语言：英语

python-project-structure

Python project organization, module architecture, and public API design. Use when setting up new projects, organizing modules, defining public interfaces with __all__, or planning directory layouts.

原文语言：英语

python-uv-scripts

Python single-file script development using uv and PEP 723 inline metadata. Prevents invalid patterns like [tool.uv.metadata]. Use when creating standalone Python utilities, converting scripts to uv format, managing script dependencies, implementing script…

原文语言：英语

risk-metrics-calculation

Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.

原文语言：英语

statistical-analysis

Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing. Use when analyzing distributions, testing for significance, detecting anomalies, computing correlations, or interpreting statistical results.

原文语言：英语

agent-browser

Use this skill for browser automation.

原文语言：英语

agent-builder

Design and build AI agents for any domain. Use when users: (1) ask to "create an agent", "build an assistant", or "design an AI system" (2) want to understand agent architecture, agentic patterns, or autonomous AI (3) need help with capabilities, subagents,…

原文语言：英语

cli-development-guidelines

This skill should be used when designing, implementing, or reviewing CLI tools, or when flags, subcommands, help text, exit codes, or `--cli-dev` are mentioned.

原文语言：英语

cpp-conventions

C++ coding conventions. Use when editing .cpp/.hpp files or asking about C++ style.

原文语言：英语

cpp-smart-pointers

Use when C++ smart pointers including unique_ptr, shared_ptr, and weak_ptr for automatic memory management following RAII principles.

原文语言：英语

following-conventions

Tenzir Python coding standards and tooling setup. Use when writing python code, running ruff/mypy/pytest, encountering pyproject.toml/uv.lock, or setting up a new Python project.

原文语言：英语

gh-grep

Search real-world code examples across millions of GitHub repositories using grep.app. This skill should be used when looking for implementation patterns, API usage examples, library integration patterns, or production code references. Supports literal code…

原文语言：英语

imgur

Imgur API for image hosting. Use when user mentions "Imgur", "upload image", "image hosting", or asks about image sharing.

原文语言：英语

justfile-style

Style guidelines for justfile recipe documentation. Use when writing or editing justfiles to ensure consistent and concise documentation.

原文语言：英语

ml-pipeline-workflow

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.

原文语言：英语

nodejs-backend-patterns

Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when creating Node.js servers, REST APIs, GraphQL backends, or…

原文语言：英语

python-patterns

Pythonic イディオム、PEP 8標準、型ヒント、堅牢で効率的かつ保守可能なPythonアプリケーションを構築するためのベストプラクティス。

原文语言：日语

rtk

Use when user mentioned "rtk".

原文语言：英语

urgent-notify

TRIGGER when urgent event happened during long waiting or routine checks. TRIGGER when user says "notify me on X", "AFK".

原文语言：英语

uv-package-manager

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.

原文语言：英语