pdfplumber is a Python library for extracting detailed information from PDFs — text, tables, lines, rectangles, and curves — with visual debugging support.
PHP Web 全链路白盒代码安全审计流水线（多文件版编排）。作为总编排参考，按 Sink 类型调用各子审计 skill（`php-route-mapper/php-auth-audit/php-route-tracer/php-*-audit`），并复用统一输出与分级标准。
Write PHP following best practices, PSR standards, and code quality guidelines. Use when writing PHP following PSR standards, SOLID principles, or improving code quality.
Writes or edits PHP code — controllers, classes, type hints, SOLID refactors, modern idioms — even without naming PHP.
Use when debugging PHP with Xdebug — breakpoints, step-through, dual-container setup, IDE configuration, header-based routing — even when the user just says 'why does this blow up…
Expert guidance for PHP 8+ development with SOLID principles, PSR standards, and modern best practices
Enforces PHP documentation standards for PHPStorm IDE support. Apply when writing or reviewing PHP classes, methods, docblocks, type hints, or magic property annotations.
PHP 源码文件操作类漏洞审计。当在 PHP 白盒审计中需要检测文件相关漏洞时触发。 覆盖 5 类文件风险: 任意文件上传(类型绕过/路径穿越/二次渲染)、任意文件读取(include/fread/路径穿越)、 任意文件写入(日志注入/配置覆盖)、文件系统竞争(TOCTOU/符号链接)、归档提取漏洞(Zip Slip)。 需要…
PHP 框架特定安全审计。当在 PHP 白盒审计中已识别目标使用特定框架、 需要检查框架特有安全机制和常见配置缺陷时触发。 覆盖 6 大框架: Laravel(Mass Assignment/Blade XSS/CSRF 例外)、 ThinkPHP(RCE 历史漏洞/路由注入/缓存写入)、WordPress(插件漏洞/权限钩子/nonce 验证)、…
PHP 8.4+ patterns: readonly classes/properties, enums, named arguments, match expressions, value objects, repository pattern, service layer with command/handler, Laravel…
PHP Point of Sale integration. Manage Organizations. Use when the user wants to interact with PHP Point of Sale data.
Run Drupal 11 pre-build quality gates with dual-source validation (lint, PHPCS, PHPStan, PhpStorm CLI inspections, PHPUnit) in strict, changed-file, module-scoped, theme-scoped,…
Use when building PHP applications with modern PHP 8.3+ features, Laravel, or Symfony frameworks. Invokes strict typing, PHPStan level 9, async patterns with Swoole, and — from…
PHP 8.2+ specialist with expertise in modern patterns, Composer ecosystem, and enterprise PHP development.
PHP coding rules from ai-toolkit: coding-style, frameworks, patterns, security, testing. Triggers: .php, composer.json, Laravel, Symfony, PHPUnit, PSR-12, Composer.
Use when the user says 'create service', 'new service class', or needs a PHP service following SOLID principles with proper DI and repository usage.
Strukturalna nawigacja i refaktoryzacja kodu PHP z użyciem phpactor, Rectora oraz opcjonalnego formatowania php-cs-fixer po transformacji.
Step-by-step PHP version upgrade playbook for PHP 8.0 through 8.4+ with automated tooling. Use when the user asks to upgrade PHP to a new version, check PHP compatibility, fix…
Build PowerPoint decks headless with python-pptx. Pairs with excel-author for model-backed decks where every number traces to a workbook cell.
Generate Japanese PowerPoint presentations using python-pptx with proper fonts (游ゴシック/Meiryo), business layouts, and Japanese color schemes.
Inspect Rust workspace changes, draft release PRs, bump versions, and assemble changelogs before publishing.
Presentation Automation: python-pptx, Google Slides API, automated slide generation from data and templates
MUST USE for ANY work on .py .pyi .rs .ts .tsx .mts .cts .go files. One philosophy: strict types, modern stacks (Pydantic v2 / serde+thiserror / Zod / gin+sqlc+pgx+slog), modern…
Builds headless Chrome scraping pipelines using PuppeteerSharp for .NET environments. Handles JavaScript-rendered SPAs, Cloudflare challenge bypass via stealth plugins, and…
Common Python anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or when debugging issues that might stem from known bad practices.
Async Python patterns and concurrency: async APIs, I/O-bound apps, rate limiting, context managers
Python asyncio patterns for concurrent programming. Triggers on: asyncio, async, await, coroutine, gather, semaphore, TaskGroup, event loop, aiohttp, concurrent.
Python asyncio patterns for concurrent programming. Triggers on: asyncio, async, await, coroutine, gather, semaphore, TaskGroup, event loop, aiohttp, concurrent.
Use when debugging asyncio event-loop hangs, blocking calls inside coroutines, asyncio.gather vs TaskGroup choice, cancellation handling, structured concurrency, mixing sync and…
Auditoría de calidad, arquitectura y performance para proyectos Python (Based on FastAPI).
Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks.
Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long-running operations, or…
Provides Python patterns for type-first development with dataclasses, discriminated unions, NewType, and Protocol. Must use when reading or writing Python files.
Investigate and propose fixes for Python canary cron failures in the openinference repo. Use when the user mentions Python canary failures, Python cron failures, or when the…
Design and maintain Python CI workflows around uv, pytest, Ruff, mypy, package build checks, dependency caching, Python version matrices, and local-command parity.
Reviews Python code for type safety, async patterns, error handling, and common mistakes. Use when reviewing .py files, checking type hints, async/await usage, or exception…
Python code style, linting, formatting, naming conventions, and documentation standards. Use when writing new code, reviewing style, configuring linters, writing docstrings, or…
Use when designing or reviewing concurrent Python code — selecting between asyncio, threads, or multiprocessing; structuring cancellation and deadline propagation; bounding…
Python configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, managing secrets, or implementing…
Apply Python project conventions — uv for deps and builds, Ruff strict (E, F, I, UP, B, SIM, PTH, PIE, RUF, T201, PLC0415), mypy strict, pytest with pytest-cov and pytest-asyncio,…
Python excellence specialist for type safety, async patterns, packaging, and idiomatic production codeUse when "python development, type hints, async python, pydantic models,…
Data Architecture, Engineering, Science, Analytics, Visualization, และ Governance
Use when designing data ownership, validation boundaries, consistency models, or configuration strategy in Python.
SQLAlchemy and database patterns for Python. Triggers on: sqlalchemy, database, orm, migration, alembic, async database, connection pool, repository pattern, unit of work — from…
SQLAlchemy and database patterns for Python. Triggers on: sqlalchemy, database, orm, migration, alembic, async database, connection pool, repository pattern, unit of work — from…
Debug Python scripts with proper error surfacing and working directory verification
Debug Python script execution failures by capturing full tracebacks and verifying working directory
Debug Python script execution failures by capturing full output with exit codes and verifying working directory before file operations
Use when debugging Python via pdb or remote debugpy (DAP). Triggers: pdb, debugpy, remote debug python.
负责《Paddle API 对齐 PyTorch 项目》中 Step2：API 代码修改，实施『Python 装饰器』方案。通过 Python 装饰器，在 Python 层为 Paddle API 实现参数名称、参数顺序、参数类型和参数用法的重载，实现 PyTorch 风格的 API 调用，并保持 Paddle API 的向后兼容性。
Resolves and visualizes Python package dependency graphs using pip, pipdeptree, and the PyPI JSON API.
Use when designing module boundaries, planning refactors, or reviewing architecture in Python codebases.
Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance.
Opinionated Python development setup with uv + ty + ruff + pytest + just. Use when creating new Python projects, setting up pyproject.toml, configuring linting, type checking,…
You are a Python project architecture expert specializing in scaffolding production-ready Python applications.
Extracts and indexes Python module documentation using ast.parse and docstring_parser library. Supports Google, NumPy, and Sphinx docstring formats with type hint…
Fast Python environment management with uv (10-100x faster than pip). Triggers on: uv, venv, pip, pyproject, python environment, install package, dependencies.
Python error handling patterns including input validation, exception hierarchies, and partial failure handling.
Use when designing error handling, retry policies, timeout behavior, or failure classification in Python.
Four-step recovery workflow for code execution failures when inline Python fails