SkillsAdd

spillwavesolutions/agent_rulez · Archived

mastering-python-skill

Modern Python coaching covering language foundations through advanced production patterns. Use when asked to "write Python code", "explain Python concepts", "set up a Python project", "configure Poetry or PDM", "write pytest tests", "create a FastAPI endpoint", "run uvicorn server", "configure alembic migrations", "set up logging", "process data with pandas", or "debug Python errors". Triggers on "Python best practices", "type hints", "async Python", "packaging", "virtual environments", "Pydant…

Installation

$ npx skills add spillwavesolutions/agent_rulez --skill mastering-python-skill
View on skills.sh ↗ GitHub repository ↗

Summary

  • Modern Python coaching covering language foundations through advanced production patterns.
  • Use when asked to "write Python code", "explain Python concepts", "set up a Python project", "configure Poetry or PDM", "write pytest tests", "create a FastAPI endpoint", "run uvicorn server", "configure alembic migrations", "set up logging", "process data with pandas", or "debug Python errors".
  • Triggers on "Python best practices", "type hints", "async Python", "packaging", "virtual environments", "Pydantic validation", "dependency injection", "SQLAlchemy models".

Stronger alternatives

This repository is archived — consider an actively maintained alternative.

plantuml Same source · more installs
spillwavesolutions/agent_rulez

Generate PlantUML diagrams from text descriptions and convert them to PNG/SVG images.

3 installs
mastering-github-cli Same source · more installs
spillwavesolutions/agent_rulez

GitHub CLI (gh) command reference for repository search, code discovery, CI/CD monitoring, work…

2 installs
design-doc-mermaid Same source · more installs
spillwavesolutions/agent_rulez

Create Mermaid diagrams (activity, deployment, sequence, architecture) from text descriptions o…

2 installs
vercel-react-best-practices Same source
spillwavesolutions/agent_rulez

React and Next.js performance optimization guidelines from Vercel Engineering. This skill shoul…

1 installs

Similar popular skills

Related neighbors and high-traction skills in the same topics — useful to compare before installing.

supabase-postgres-best-practices Shared topics
supabase/agent-skills

Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill …

391.6K installs
prisma-cli Shared topics
prisma/skills

Prisma ORM CLI commands reference covering init, generate, migrate, db, dev, complete, studio, …

267K installs
supabase Shared topics
supabase/agent-skills

Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge F…

263K installs
agent-browser Shared topics
vercel-labs/agent-browser

Browser automation CLI for AI agents. Use when the user needs to interact with websites, includ…

810.4K installs
azure-aigateway Shared topics
microsoft/azure-skills

Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: sem…

566.3K installs
azure-compute Shared topics
microsoft/azure-skills

Azure VM/VMSS router. WHEN: create / provision / deploy / spin-up VM, recommend VM size, compar…

510K installs

Also in this package

Other skills from spillwavesolutions/agent_rulez · top by installs.

npx skills add spillwavesolutions/agent_rulez
plantuml 3 mastering-github-cli 2 design-doc-mermaid 2 vercel-react-best-practices 1 sdd 1 release-rulez 1 project-memory 1 pr-reviewer 1 mastering-typescript 1 mastering-hooks 1

Browse all from spillwavesolutions/agent_rulez

More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 47
Default branch main
Open issues 1
Status Archived

Skill metadata

Parsed from SKILL.md frontmatter.

Version2.1.0
Allowed toolsRead, Write, Bash, Edit
More metadata
version
2.1.0
domains
["python","testing","packaging","web-development","async","security"]

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 5,640 B
  • docs SUMMARY.md 589 B

History

  1. First recorded snapshot · 1 installs

SKILL.md

Mastering Python Skill

Production-ready Python patterns with runnable code examples.

Contents

  • [Workflow](#workflow)
  • [Reference Files](#reference-files)
  • [Sample CLI Tools](#sample-cli-tools)
  • [When NOT to Use](#when-not-to-use)
  • [Full Table of Contents](TOC.md)

Workflow

Phase 1: Setup

  1. Verify Python version

``bash python --version # Require 3.10+, prefer 3.12+ ``

  1. Create and activate virtual environment

``bash python -m venv .venv && source .venv/bin/activate ``

  1. Install dependencies

``bash poetry install # or: pip install -r requirements.txt ``

Phase 2: Develop

  1. Reference appropriate patterns:

- Types → [type-systems.md](references/foundations/type-systems.md) - Async → [async-programming.md](references/patterns/async-programming.md) - APIs → [fastapi-patterns.md](references/web-apis/fastapi-patterns.md) - DB → [database-access.md](references/web-apis/database-access.md)

  1. Follow project structure from [project-structure.md](references/foundations/project-structure.md)

Phase 3: Validate

  1. Run quality checks

``bash ruff check . && ruff format --check . mypy src/ ``

  1. Run tests with coverage

``bash pytest -v --cov=src --cov-report=term-missing ``

Phase 4: Deploy

  1. Build and verify package

``bash python -m build && twine check dist/* ``

  1. Deploy per [docker-deployment.md](references/packaging/docker-deployment.md) or [ci-cd-pipelines.md](references/production/ci-cd-pipelines.md)

Pre-Completion Checklist:

- [ ] All tests pass
- [ ] mypy reports no errors
- [ ] ruff check clean
- [ ] Coverage ≥80%
- [ ] No security warnings in dependencies

Reference Files

Category Files Key Topics
Foundations [syntax-essentials](references/foundations/syntax-essentials.md), [type-systems](references/foundations/type-systems.md), [project-structure](references/foundations/project-structure.md), [code-quality](references/foundations/code-quality.md) Variables, type hints, generics, src layout, ruff, mypy
Patterns [async-programming](references/patterns/async-programming.md), [error-handling](references/patterns/error-handling.md), [decorators](references/patterns/decorators.md), [context-managers](references/patterns/context-managers.md), [generators](references/patterns/generators.md) async/await, exceptions, Result type, with statements, yield
Testing [pytest-essentials](references/testing/pytest-essentials.md), [mocking-strategies](references/testing/mocking-strategies.md), [property-testing](references/testing/property-testing.md) Fixtures, parametrize, unittest.mock, Hypothesis
Web APIs [fastapi-patterns](references/web-apis/fastapi-patterns.md), [pydantic-validation](references/web-apis/pydantic-validation.md), [database-access](references/web-apis/database-access.md) Dependencies, middleware, validators, SQLAlchemy async
Packaging [poetry-workflow](references/packaging/poetry-workflow.md), [pyproject-config](references/packaging/pyproject-config.md), [docker-deployment](references/packaging/docker-deployment.md) Lock files, PEP 621, multi-stage builds
Production [ci-cd-pipelines](references/production/ci-cd-pipelines.md), [monitoring](references/production/monitoring.md), [security](references/production/security.md) GitHub Actions, OpenTelemetry, OWASP, JWT

See [TOC.md](TOC.md) for detailed topic lookup.

Sample CLI Tools

Runnable examples demonstrating production patterns:

Tool Demonstrates Reference
[asyncfetcher.py](sample-cli/asyncfetcher.py) Async HTTP, rate limiting, error handling [async-programming.md](references/patterns/async-programming.md)
[configloader.py](sample-cli/configloader.py) Pydantic settings, .env files, validation [pydantic-validation.md](references/web-apis/pydantic-validation.md)
[dbcli.py](sample-cli/dbcli.py) SQLAlchemy async CRUD, repository pattern [database-access.md](references/web-apis/database-access.md)
[codevalidator.py](sample-cli/codevalidator.py) Run→check→fix with ruff and mypy [code-quality.md](references/foundations/code-quality.md) 
# Test examples
python sample-cli/async_fetcher.py https://httpbin.org/get
python sample-cli/config_loader.py --show-env
python sample-cli/db_cli.py init --sample-data && python sample-cli/db_cli.py list
python sample-cli/code_validator.py src/

When NOT to Use

  • Non-Python languages: Use language-specific skills
  • ML/AI model internals: Use PyTorch/TensorFlow skills
  • Cloud infrastructure: Use AWS/GCP skills for infra (this covers code)
  • Legacy Python 2: Focus is Python 3.10+