GitHub
gif-analyzer
Analyze animated GIF files by extracting and viewing frames as sequential video. Use when: - User mentions a GIF file path (e.g., "./demo.gif", "~/Downloads/animation.gif") - User wants to analyze or understan...
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分类目录: 数据与 AI
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GitHub
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or...
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GitHub
devcontainer-bootstrap
Dev Container を最短で導入/更新するためのブートストラップ。stack を自動判定（node/python/rust）し、テンプレート適用または安全更新を行う。既存 .devcontainer がある場合はバックアップ後にマージ。Chat オプション: s...
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GitHub
python-subprocess-test
测试 AST 能检测 subprocess 危险用法
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GitHub
python-eval-test
测试 AST 能检测真实的 eval() 调用
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GitHub
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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GitHub
refactoring-09-performance-profiling
Use when profiling and making small performance improvements in Python research code.
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GitHub
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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GitHub
refactoring-10-security-privacy
Use when checking for data leaks, PII handling, and license risks in Python research code.
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GitHub
refactoring-02-dependencies-env
Use when standardizing Python research code dependencies, environment setup, and lockfiles.
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GitHub
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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GitHub
refactoring-06-static-analysis-style
Use when adding formatting, linting, and type checking to Python research code.
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GitHub
refactoring-04-data-io-validation
Use when improving data loading, validation, and IO boundaries in Python research code.
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GitHub
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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GitHub
refactoring-03-config-reproducibility
Use when improving run configuration, seeding, and reproducibility for Python research code.
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GitHub
refactoring-07-documentation-usage
Use when documenting Python research code usage, setup, and experiment reproduction.
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GitHub
refactoring-08-experiment-tracking
Use when organizing experiment logs, results, and metadata for Python research code.
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GitHub
refactoring-01-project-structure
Use when refactoring Python research code to improve project structure, modularity, and entrypoints.
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GitHub
refactoring-05-testing-regression
Use when adding tests and regression checks for Python research code.
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GitHub
refactoring-11-ci-automation
Use when adding minimal CI automation for lint, tests, and type checks in Python research code.
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GitHub
base-rule
Convenciones y estándares para el desarrollo del motor de reglas en Python
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GitHub
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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GitHub
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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