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Search the arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields.

Safely upgrades dependencies and reviews breaking changes. Use when updating packages, resolving vulnerabilities, or when the user asks to bump or upgrade dependencies.

Community library of domain-specific knowledge base skills for Brains.

Prompt engineering standards and context engineering principles for AI agents based on Anthropic best practices. Covers clarity, structure, progressive discovery, and optimization for signal-to-noise ratio.

当用户要起一个 FastAPI 后端 + Vite SPA 前端 + Docker + GitHub Actions 的单仓双端 SaaS 项目时使用。一个 docker run 就跑起来的自托管 SaaS / 内部工具骨架,脱胎于 BeeCount-Cloud 生产实践。触发关键词:"scaffold FastAPI + Vite 项目"、"新建一个 SaaS 单仓"、"起一个 FastAPI Docker monorepo"、"按 fastapi-vite-saas / BeeCount-Cloud 风格建项目"、"create a fastapi vite saas template"、"new selfhost monorepo with FastAPI and Vite"。不适用于纯前端项目、纯 CLI 工具、纯库项目。

Perform structured code reviews enforcing quality standards, naming conventions, architecture patterns, and team agreements. Use when the user says 'review this code', 'code review', 'check quality', 'review my PR', 'what's wrong with this', 'improve this code', 'review before merge', 'peer review', or 'audit this'. Also triggers on 'code quality', 'review standards', 'enforce conventions', 'tech

Manage CI/CD pipelines, build processes, deployment configurations, and release workflows. Use when the user says 'set up CI', 'create a pipeline', 'deploy this', 'fix the build', 'GitHub Actions', 'deployment failed', 'create release workflow', 'add a build step', 'configure staging', or 'set up preview deployments'. Also triggers on 'CI/CD', 'continuous integration', 'continuous deployment', 'pi

Python-based threat modeling using pytm library for programmatic STRIDE analysis, data flow diagram generation, and automated security threat identification. Use when: (1) Creating threat models programmatically using Python code, (2) Generating data flow diagrams (DFDs) with automatic STRIDE threat identification, (3) Integrating threat modeling into CI/CD pipelines and shift-left security practi

Fast Python environment management with uv (10-100x faster than pip). Triggers on: uv, venv, pip, pyproject, python environment, install package, dependencies.

You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.