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langgraph
LangGraph Python framework for building stateful, multi-actor LLM applications. Use for agent workflows, persistence, durable execution, streaming, interrupts, time travel, memory, subgraphs, and production dep...
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分类目录: 数据与 AI
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sqlalchemy
SQLAlchemy Python SQL toolkit and ORM. Use for database models, queries, sessions, relationships, migrations, async database operations, and working with PostgreSQL, MySQL, SQLite, Oracle, SQL Server.
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GitHub
fastapi
FastAPI modern Python web framework. Use for building high-performance APIs, async endpoints, dependency injection, Pydantic validation, OpenAPI documentation, OAuth2 security, WebSockets, and Python backend de...
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GitHub
langchain
LangChain Python framework for building LLM applications. Use for chains, agents, memory, document loaders, text splitters, vector stores, retrievers, and LLM integrations like OpenAI, Anthropic, and Google.
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GitHub
managing-hms-versions
Manages HEC-HMS version differences (3.x vs 4.x), handles Python 2/3 compatibility, detects HMS installations, and generates version-appropriate Jython scripts. Use when working with legacy HMS 3.x projects, up...
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GitHub
investigating-hms-internals
Investigates HEC-HMS internals through decompiled Java classes. Provides JythonHms API reference, CLI options, version-specific differences (3.x vs 4.x), and guides on-demand decompilation for new discoveries....
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GitHub
executing-hms-runs
Executes HEC-HMS simulations using HmsCmdr.compute_run(), handles parallel execution across multiple runs, and manages Jython script generation. Use when running HMS simulations, executing runs, computing model...
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GitHub
nsforge-code-generation
程式碼/報告生成。觸發詞：生成程式碼, Python 函數, LaTeX, 報告, export。
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GitHub
python-dev-handbook
當要開發或修改 Python 程式碼時使用。
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GitHub
ibkr-gateway-python
Use when working in mm-ibkr-gateway to access market data, account summary, positions, PnL, or orders directly in Python via ibkr_core. Covers connecting with IBKRClient, using market/account/order helpers, and...
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GitHub
reviewing-python-libraries
Comprehensively reviews Python libraries for quality across project structure, packaging, code quality, testing, security, documentation, API design, and CI/CD. Provides actionable feedback and improvement reco...
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GitHub
building-python-communities
Builds and manages open source Python library communities including CONTRIBUTING.md, CODE_OF_CONDUCT.md, issue/PR templates, contributor recognition, and GitHub automation. Use when setting up community infrast...
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GitHub
packaging-python-libraries
Packages and distributes Python libraries using modern pyproject.toml, build backends (setuptools, hatchling), PyPI publishing with trusted publishing, and wheel building. Use when packaging libraries for distr...
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GitHub
optimizing-python-performance
Optimizes Python library performance through profiling (cProfile, PyInstrument), memory analysis (memray, tracemalloc), benchmarking (pytest-benchmark), and optimization strategies. Use when analyzing performan...
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GitHub
designing-python-apis
Designs intuitive Python library APIs following principles of simplicity, consistency, and discoverability. Handles API evolution, deprecation, breaking changes, and error handling. Use when designing new libra...
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GitHub
managing-python-releases
Manages Python library releases including semantic versioning, changelog maintenance (Keep a Changelog format), release automation with GitHub Actions, and deprecation workflows. Use when planning releases, wri...
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GitHub
building-python-clis
Builds command-line interfaces for Python libraries using Click or Typer. Includes command groups, argument handling, progress bars, shell completion, and CLI testing with CliRunner. Use when adding CLI functio...
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GitHub
auditing-python-security
Audits Python libraries for security vulnerabilities using Bandit, pip-audit, Semgrep, and detect-secrets. Identifies SQL injection, command injection, hardcoded credentials, weak cryptography, and insecure des...
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GitHub
setting-up-python-libraries
Sets up professional Python library projects with modern tooling (pyproject.toml, uv, ruff, pytest, pre-commit, GitHub Actions). Use when creating new Python libraries, modernizing existing projects to pyprojec...
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GitHub
testing-python-libraries
Designs and implements pytest test suites for Python libraries with fixtures, parametrization, mocking, Hypothesis property-based testing, and CI configuration. Use when creating tests, improving coverage, sett...
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GitHub
documenting-python-libraries
Creates comprehensive Python library documentation including Google-style docstrings, Sphinx setup, API references, tutorials, and ReadTheDocs configuration. Use when writing docstrings, setting up Sphinx docum...
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GitHub
improving-python-code-quality
Improves Python library code quality through ruff linting, mypy type checking, Pythonic idioms, and refactoring. Use when reviewing code for quality issues, adding type hints, configuring static analysis tools,...
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GitHub
python
Run, test, and lint Python projects
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GitHub
managing-python
Manages Python environments, dependencies, and tools using uv and ruff. PROACTIVELY Use when setting up Python projects, adding dependencies, managing virtual environments, or enforcing code quality standards....
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。