/dignified-python
Opinionated Python guidance for writing clean, maintainable, modern Python code (versions 3.10-3.13).
$ npx -y skills add dagster-io/skills --skill dignified-python --agent claude-codeHow it fires
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- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/dignified-python
Context preview
The summary Claude sees to decide when to auto-load this skill.
Opinionated Python guidance for writing clean, maintainable, modern Python code (versions 3.10-3.13).
SKILL.md
dignified-python.SKILL.mdname: dignified-python
description:
Opinionated production Python standards with automatic version detection (3.10-3.13). Use when
writing, reviewing, or refactoring Python in repos that want modern type syntax, explicit
condition checks where practical, pathlib operations, interface guidance, and pragmatic
production patterns.
references:
- dignified-python-core
- cli-patterns
- versions/python-3.10
- versions/python-3.11
- versions/python-3.12
- versions/python-3.13
- references/advanced/api-design
- references/advanced/exception-handling
- references/advanced/interfaces
- references/advanced/typing-advanced
Dignified Python
Opinionated Python guidance for writing clean, maintainable, modern Python code (versions 3.10-3.13).
When to Use This Skill
Auto-invoke when users ask about:
- "make this pythonic" / "is this good python"
- "type hints" / "type annotations" / "typing"
- "LBYL vs EAFP" / "exception handling"
- "pathlib vs os.path" / "path operations"
- "CLI patterns" / "click usage"
- "code review" / "improve this code"
- Any Python code quality or standards question
**Note**: This skill is **general-purpose Python style guidance**, not Dagster-specific. It captures one explicit, LBYL-leaning set of conventions; project conventions can override it when needed.
When to Use This Skill vs. Others
| User Need | Use This Skill | Alternative Skill | | ---------------------------- | --------------------------- | ------------------------- | | "make this pythonic" | ✅ Yes - Python standards | | | "is this good python" | ✅ Yes - code quality | | | "type hints" | ✅ Yes - typing guidance | | | "LBYL vs EAFP" | ✅ Yes - exception patterns | | | "pathlib vs os.path" | ✅ Yes - path handling | | | "best practices for dagster" | ❌ No | `/dagster-best-practices` | | "implement X pipeline" | ❌ No | `/dg` for implementation | | "which integration to use" | ❌ No | `/dagster-expert` | | "CLI argument parsing" | ✅ Yes - CLI patterns | |
Core Knowledge (ALWAYS Loaded)
@dignified-python-core.md
Version Detection
**Identify the project's minimum Python version** by checking (in order):
1. `pyproject.toml` - Look for `requires-python` field (e.g., `requires-python = ">=3.12"`) 2. `setup.py` or `setup.cfg` - Look for `python_requires` 3. `.python-version` file - Contains version like `3.12` or `3.12.0` 4. Default to Python 3.12 if no version specifier found
**Once identified, load the appropriate version-specific file:**
- Python 3.10: Load `versions/python-3.10.md`
- Python 3.11: Load `versions/python-3.11.md`
- Python 3.12: Load `versions/python-3.12.md`
- Python 3.13: Load `versions/python-3.13.md`
Conditional Loading (Load Based on Task Patterns)
Core files above cover 80%+ of Python code patterns. Only load these additional files when you detect specific patterns:
Pattern detection examples:
- If task mentions "click" or "CLI" -> Load `cli-patterns.md`
- If task mentions "subprocess" -> Load `subprocess.md`
Reference Documentation Structure
This skill's reference material is organized by topic:
Core References
- **`dignified-python-core.md`** - Essential standards (always loaded)
- **`cli-patterns.md`** - Command-line interface patterns (click, argparse)
Version-Specific References (`versions/`)
- **`python-3.10.md`** - Features available in Python 3.10+
- **`python-3.11.md`** - Features available in Python 3.11+
- **`python-3.12.md`** - Features available in Python 3.12+
- **`python-3.13.md`** - Features available in Python 3.13+
Advanced Topics (`references/advanced/`)
- **`exception-handling.md`** - LBYL patterns, error boundaries
- **`interfaces.md`** - ABC and Protocol patterns
- **`typing-advanced.md`** - Advanced typing patterns
- **`api-design.md`** - API design principles
When to Read Each Reference Document
`references/advanced/exception-handling.md`
**Read when**:
- Writing try/except blocks
- Wrapping third-party APIs that may raise
- Seeing or writing `from e` or `from None`
- Unsure if LBYL alternative exists
`references/advanced/interfaces.md`
**Read when**:
- Creating ABC or Protocol classes
- Writing @abstractmethod decorators
- Designing gateway layer interfaces
- Choosing between ABC and Protocol
`references/advanced/typing-advanced.md`
**Read when**:
- Using typing.cast()
- Creating Literal type aliases
- Narrowing types in conditional blocks
`references/module-design.md`
**Read when**:
- Creating new Python modules
- Adding module-level code (beyond simple constants)
- Using @cache decorator at module level
- Seeing Path() or computation at module level
- Considering inline imports
`references/advanced/api-design.md`
**Read when**:
- Adding default parameter values to functions
- Defining functions with 5 or more parameters
- Using ThreadPoolExecutor.submit()
- Reviewing function signatures
`references/checklists.md`
**Read when**:
- Final review before committing Python code
- Unsure if you've followed all rules
- Need a quick lookup of requirements
How to Use This Skill
1. **Core knowledge** is loaded automatically (defaults, pathlib, imports, anti-patterns) 2. **Version detection** happens once - identify the minimum Python version and load the appropriate version file 3. **Reference documents** are loaded on-demand based on the triggers above 4. **Additional patterns** may require extra loading (CLI patterns, subprocess) 5. **Each file is self-contained** with complete guidance for its domain
Read more
name: dignified-python description: Opinionated production Python standards with automatic version detection (3.10-3.13). Use when writing, reviewing, or refactoring Python in repos that want modern type syntax, explicit condition checks where practical, pathlib operations, interface guidance, and pragmatic production patterns. references: - dignified-python-core - cli-patterns - versions/python-3.10 - versions/python-3.11 - versions/python-3.12 - versions/python-3.13 - references/advanced/api-design - references/advanced/exception-handling - references/advanced/interfaces - references/advanced/typing-advanced
Dignified Python
Opinionated Python guidance for writing clean, maintainable, modern Python code (versions 3.10-3.13).
When to Use This Skill
Auto-invoke when users ask about:
- "make this pythonic" / "is this good python"
- "type hints" / "type annotations" / "typing"
- "LBYL vs EAFP" / "exception handling"
- "pathlib vs os.path" / "path operations"
- "CLI patterns" / "click usage"
- "code review" / "improve this code"
- Any Python code quality or standards question
**Note**: This skill is **general-purpose Python style guidance**, not Dagster-specific. It captures one explicit, LBYL-leaning set of conventions; project conventions can override it when needed.
When to Use This Skill vs. Others
| User Need | Use This Skill | Alternative Skill | | ---------------------------- | --------------------------- | ------------------------- | | "make this pythonic" | ✅ Yes - Python standards | | | "is this good python" | ✅ Yes - code quality | | | "type hints" | ✅ Yes - typing guidance | | | "LBYL vs EAFP" | ✅ Yes - exception patterns | | | "pathlib vs os.path" | ✅ Yes - path handling | | | "best practices for dagster" | ❌ No | `/dagster-best-practices` | | "implement X pipeline" | ❌ No | `/dg` for implementation | | "which integration to use" | ❌ No | `/dagster-expert` | | "CLI argument parsing" | ✅ Yes - CLI patterns | |
Core Knowledge (ALWAYS Loaded)
@dignified-python-core.md
Version Detection
**Identify the project's minimum Python version** by checking (in order):
1. `pyproject.toml` - Look for `requires-python` field (e.g., `requires-python = ">=3.12"`) 2. `setup.py` or `setup.cfg` - Look for `python_requires` 3. `.python-version` file - Contains version like `3.12` or `3.12.0` 4. Default to Python 3.12 if no version specifier found
**Once identified, load the appropriate version-specific file:**
- Python 3.10: Load `versions/python-3.10.md`
- Python 3.11: Load `versions/python-3.11.md`
- Python 3.12: Load `versions/python-3.12.md`
- Python 3.13: Load `versions/python-3.13.md`
Conditional Loading (Load Based on Task Patterns)
Core files above cover 80%+ of Python code patterns. Only load these additional files when you detect specific patterns:
Pattern detection examples:
- If task mentions "click" or "CLI" -> Load `cli-patterns.md`
- If task mentions "subprocess" -> Load `subprocess.md`
Reference Documentation Structure
This skill's reference material is organized by topic:
Core References
- **`dignified-python-core.md`** - Essential standards (always loaded)
- **`cli-patterns.md`** - Command-line interface patterns (click, argparse)
Version-Specific References (`versions/`)
- **`python-3.10.md`** - Features available in Python 3.10+
- **`python-3.11.md`** - Features available in Python 3.11+
- **`python-3.12.md`** - Features available in Python 3.12+
- **`python-3.13.md`** - Features available in Python 3.13+
Advanced Topics (`references/advanced/`)
- **`exception-handling.md`** - LBYL patterns, error boundaries
- **`interfaces.md`** - ABC and Protocol patterns
- **`typing-advanced.md`** - Advanced typing patterns
- **`api-design.md`** - API design principles
When to Read Each Reference Document
`references/advanced/exception-handling.md`
**Read when**:
- Writing try/except blocks
- Wrapping third-party APIs that may raise
- Seeing or writing `from e` or `from None`
- Unsure if LBYL alternative exists
`references/advanced/interfaces.md`
**Read when**:
- Creating ABC or Protocol classes
- Writing @abstractmethod decorators
- Designing gateway layer interfaces
- Choosing between ABC and Protocol
`references/advanced/typing-advanced.md`
**Read when**:
- Using typing.cast()
- Creating Literal type aliases
- Narrowing types in conditional blocks
`references/module-design.md`
**Read when**:
- Creating new Python modules
- Adding module-level code (beyond simple constants)
- Using @cache decorator at module level
- Seeing Path() or computation at module level
- Considering inline imports
`references/advanced/api-design.md`
**Read when**:
- Adding default parameter values to functions
- Defining functions with 5 or more parameters
- Using ThreadPoolExecutor.submit()
- Reviewing function signatures
`references/checklists.md`
**Read when**:
- Final review before committing Python code
- Unsure if you've followed all rules
- Need a quick lookup of requirements
How to Use This Skill
1. **Core knowledge** is loaded automatically (defaults, pathlib, imports, anti-patterns) 2. **Version detection** happens once - identify the minimum Python version and load the appropriate version file 3. **Reference documents** are loaded on-demand based on the triggers above 4. **Additional patterns** may require extra loading (CLI patterns, subprocess) 5. **Each file is self-contained** with complete guidance for its domain
AI assistant skills for building workflows and data pipelines using Dagster. Compatible with Claude Code, Cursor, OpenCode, OpenAI Codex, Pi, and other Agent Skills-compatible tools.

