python-patterns SKILL.md skillA
python-patterns from vodailocz/kilo-kit-mcp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vodailocz/kilo-kit-mcp/python-patterns@git:20260502.38d5305Pins git:20260502.38d5305 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vodailocz/kilo-kit-mcp
- Path
skills/engineering/python-patterns/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260502.38d5305, committed May 2, 2026
- Size
- 9,476 bytes
- Repository stars
- 27
- License
- Apache-2.0
Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Python Patterns
> Python development principles and decision-making for 2025.
> **Learn to THINK, not memorize patterns.**
---
## ⚠️ How to Use This Skill
This skill teaches **decision-making principles**, not fixed code to copy.
- ASK user for framework preference when unclear
- Choose async vs sync based on CONTEXT
- Don't default to same framework every time
---
## 1. Framework Selection (2025)
### Decision Tree
```
What are you building?
│
├── API-first / Microservices
│ └── FastAPI (async, modern, fast)
│
├── Full-stack web / CMS / Admin
│ └── Django (batteries-included)
│
├── Simple / Script / Learning
│ └── Flask (minimal, flexible)
│
├── AI/ML API serving
│ └── FastAPI (Pydantic, async, uvicorn)
│
└── Background workers
└── Celery + any framework
```
### Comparison Principles
| Factor | FastAPI | Django | Flask |
|--------|---------|--------|-------|
| **Best for** | APIs, microservices | Full-stack, CMS | Simple, learning |
| **Async** | Native | Django 5.0+ | Via extensions |
| **Admin** | Manual | Built-in | Via extensions |
| **ORM** | Choose your own | Django ORM | Choose your own |
| **Learning curve** | Low | Medium | Low |
…Read the whole file at its exact version.
How to install
mdr add vodailocz/kilo-kit-mcp/python-patterns@sha256:b295d6221117d189The line at the top of this page pins the label git:20260502.38d5305, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_u2g7oqbh7lphetfc)
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Versions
The registry has recorded 1 version of this file, committed on May 2, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9476 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
vodailocz/kilo-kit-mcp · 27 stars · license Apache-2.0 · pushed 2026-10-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_u2g7oqbh7lphetfc GET https://markdownregistry.com/api/v1/resolve?ref=vodailocz/kilo-kit-mcp/python-patterns GET https://markdownregistry.com/api/v1/blob/b295d6221117d189efe741abf680924aedb836c80bc6990f85137f6975fd734e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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