python-patterns
Choose Better Python Architecture Patterns
Python projects often need framework, async, typing, and structure decisions. This skill guides Claude, Codex, and Claude Code through practical Python choices.
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Review the Skillstore skill "python-patterns" from https://skillstore.io/skills/sickn33-python-patterns.md and its manifest at https://skillstore.io/api/skills/sickn33-python-patterns/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
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Test it
Using "python-patterns". A small internal API with simple CRUD screens and an admin need.
Expected outcome:
A recommendation that compares Django and FastAPI, then chooses Django because the admin interface matters most.
Using "python-patterns". A FastAPI service that calls external APIs and writes to PostgreSQL.
Expected outcome:
- Use async handlers when the database driver and HTTP client are async.
- Keep blocking libraries out of request paths.
- Test async endpoints with pytest-asyncio and an async HTTP client.
Using "python-patterns". A project that has routes, database models, validation, and background jobs in one file.
Expected outcome:
A refactoring plan that separates routes, services, schemas, models, tests, and background task responsibilities.
Security Audit
SafeI did not find executable command usage, network access, system reconnaissance, prompt injection, or data exfiltration intent in SKILL.md. All static findings are false positives from markdown code fences, a local test URL example, and ordinary documentation text.
Risk Factors
⚙️ External commands (35)
🌐 Network access (1)
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APA citation
sickn33. (2026). python-patterns security audit report (audit version 4) [Author version unspecified]. Skillstore. https://skillstore.io/skills/sickn33-python-patterns/audits/4BibTeX citation
@techreport{sickn33-sickn33-python-patterns-2026,
author = {sickn33},
title = {python-patterns security audit report (audit version 4)},
institution = {Skillstore},
year = {2026},
number = {4},
url = {https://skillstore.io/skills/sickn33-python-patterns/audits/4},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "python-patterns security audit report (audit version 4)"
version: "unspecified"
type: report
authors:
- name: "sickn33"
date-released: "2026-07-07"
url: "https://skillstore.io/skills/sickn33-python-patterns/audits/4"
identifiers:
- type: other
value: "skillstore:sickn33-python-patterns:audit:4"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: HighWhat You Can Build
Plan a New API
Select FastAPI, Django, or Flask based on requirements, team skill, and infrastructure.
Review Service Architecture
Check async choices, project layout, validation boundaries, and error handling before implementation.
Standardize Python Guidance
Give AI coding agents consistent Python design rules during planning and code review.
Try These Prompts
I am building [project type] with [team experience] and [deployment target]. Recommend a Python framework and explain the tradeoffs.
Review these operations: [database], [HTTP calls], [CPU work], [traffic]. Recommend async or sync patterns for this Python service.
Design a Python project structure for [application scope]. Include modules, tests, validation models, services, and dependency boundaries.
Audit this Python architecture plan: [plan]. Identify weak framework choices, async risks, type gaps, testing gaps, and error handling issues.
Best Practices
- Start with the project context before choosing a framework.
- Use type hints on public APIs, return values, and shared models.
- Separate routing, business logic, validation, and persistence concerns.
Avoid
- Choosing one framework for every project without comparing requirements.
- Mixing sync libraries into async request paths without isolation.
- Putting business logic directly in routes, views, or controllers.