56 results available
Sign in
Skills directory

dignified-python

dagster-io

·

Last changed
Hardened

This skill has been hardened by Chainguard

Last changed

This version passed the hardening gate. Hardening updated the skill content and independently checked the resulting changes. Classified findings before hardening: 7. Classified findings closed: 1. Classified findings remaining: 6. Unclassified scanner findings remaining: 0. Review findings closed: 0. Review findings remaining: 12.


Open before hardening

1

High

6

Low
Open after hardening

6

Low

Expand
File
Group
Subtype
Severity
Status
versions/python-3.11.md

Sensitive Data & Secret Exposure

Data exfiltration

High
Closed
versions/python-3.11.md

Sensitive Data & Secret Exposure

Hardcoded secret

Low
Open
references/module-design.md

Sensitive Data & Secret Exposure

Hardcoded secret

Low
Open
versions/python-3.12.md

Sensitive Data & Secret Exposure

Hardcoded secret

Low
Open
versions/python-3.10.md

Sensitive Data & Secret Exposure

Hardcoded secret

Low
Open
versions/python-3.13.md

Sensitive Data & Secret Exposure

Hardcoded secret

Low
Open
subprocess.md

Malicious Code & Command Execution

Command injection

Low
Open

7 findings


SKILL.md

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"

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 NeedUse This SkillAlternative 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

Install

Install with chainctl
chainctl skill install public/dagster-io/dignified-python:latest
Get started with chainctl
View source

Harden your own skills

Bring Chainguard's hardening pipeline to your first-party skills — custom rulesets, automated remediation, full audit trail.

Provenance

Upstream sourcehttps://github.com/dagster-io/skills
Upstream commita0774616a075182cd84b4fafc63d788f35431bc1
OCI reference

skills.cgr.dev/public/github.com/dagster-io/skills/dignified-python/skills/dignified-python:latest

License

Apache-2.0

Files

HARDENING.md

LICENSE

SKILL.md

cli-patterns.md

dignified-python-core.md

references/README.md

references/advanced/api-design.md

references/advanced/exception-handling.md

references/advanced/interfaces.md

references/advanced/typing-advanced.md

references/checklists.md

references/module-design.md

subprocess.md

versions/python-3.10.md

versions/python-3.11.md

versions/python-3.12.md

versions/python-3.13.md


The trusted source for open source

Talk to an expert
PrivacyTerms

Product

Chainguard ContainersChainguard LibrariesChainguard VMsChainguard OS PackagesChainguard ActionsChainguard Agent SkillsIntegrationsPricing
© 2026 Chainguard, Inc. All Rights Reserved.
Chainguard® and the Chainguard logo are registered trademarks of Chainguard, Inc. in the United States and/or other countries.
The other respective trademarks mentioned on this page are owned by the respective companies and use of them does not imply any affiliation or endorsement.