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python-eval-test
测试 AST 能检测真实的 eval() 调用
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python-false-positive-test
测试 AST 能区分注释和代码中的危险模式
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refactoring-09-performance-profiling
Use when profiling and making small performance improvements in Python research code.
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refactoring-00-preflight-assessment
Use when doing a quick preflight to assess scope, risks, and priorities for Python research code refactoring.
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refactoring-10-security-privacy
Use when checking for data leaks, PII handling, and license risks in Python research code.
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refactoring-02-dependencies-env
Use when standardizing Python research code dependencies, environment setup, and lockfiles.
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basic-uv
Use when running or explaining uv or ty commands, managing dependencies/lockfiles/virtualenvs, or running Python in this repo.
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refactoring-06-static-analysis-style
Use when adding formatting, linting, and type checking to Python research code.
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refactoring-04-data-io-validation
Use when improving data loading, validation, and IO boundaries in Python research code.
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setup-python-project
Bootstrap a new Python project using the OCREvaluation default layout and toolchain (uv, ruff, ty, pre-commit). Use when asked to scaffold a new Python repo, initialize standard folders, or set up uv/ruff/ty/pr...
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refactoring-03-config-reproducibility
Use when improving run configuration, seeding, and reproducibility for Python research code.
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refactoring-07-documentation-usage
Use when documenting Python research code usage, setup, and experiment reproduction.
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refactoring-08-experiment-tracking
Use when organizing experiment logs, results, and metadata for Python research code.
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refactoring-01-project-structure
Use when refactoring Python research code to improve project structure, modularity, and entrypoints.
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refactoring-05-testing-regression
Use when adding tests and regression checks for Python research code.
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refactoring-11-ci-automation
Use when adding minimal CI automation for lint, tests, and type checks in Python research code.
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base-rule
Convenciones y estándares para el desarrollo del motor de reglas en Python
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simulation-code-validation
Encodes validation patterns for robotics simulation code (ROS 2, Gazebo, Isaac Sim). Ensures code examples are testable, safe, and follow simulation-first pedagogy. Validates Python syntax, ROS 2 patterns, URDF...
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dockerfile-best-practices
Create and optimize Dockerfiles with BuildKit, multi-stage builds, advanced caching, and security. Use when: (1) Creating new Dockerfile, (2) Optimizing existing Dockerfile, (3) Reducing image size, (4) Improvi...
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GitHub
python-standards
Python 3.12+ coding standards and conventions (source of truth). Use when working on Python projects, implementing features, or reviewing code for standards compliance.
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GitHub
python-developer
Expert Python development guidance for this codebase. Use when writing Python code, implementing features, or following project coding standards and patterns.
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python-reviewer
Python code review specialist. Use when reviewing Python code, checking for bugs, security issues, or ensuring code quality standards.
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GitHub
fastapi-expert
Comprehensive FastAPI knowledge for building production-ready APIs from basic to planet-scale. Use when building FastAPI applications, implementing REST APIs, setting up database operations with SQLModel, imple...
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betterauth-fastapi-jwt-bridge
Implement secure authentication bridge between Better Auth (Next.js frontend) and FastAPI (Python backend) using JWKS JWT token verification. Use this skill when users need to (1) Integrate Better Auth with Fas...
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