A complete, battle-tested guide for building, testing, linting, versioning, typing, and publishing a production-grade Python library to PyPI — from first commit to community-ready release.
AI Agent Instruction: Read this entire file before writing a single line of code or creating any file. Every decision — layout, backend, versioning strategy, patterns, CI — has a decision rule here. Follow the decision trees in order. This skill applies to any Python package type (utility, SDK, CLI, plugin, data library). Do not skip sections.
| Section in this file | What it covers |
|---|---|
| 1. Skill Trigger | When to load this skill |
| 2. Package Type Decision | Identify what you are building |
| 3. Folder Structure Decision | src/ vs flat vs monorepo |
| 4. Build Backend Decision | setuptools / hatchling / flit / poetry |
| 5. PyPA Packaging Flow | The canonical publish pipeline |
| 6. Project Structure Templates | Full layouts for every option |
| 7. Versioning Strategy | PEP 440, semver, dynamic vs static |
| Reference file | What it covers |
|---|---|
references/pyproject-toml.md |
All four backend templates, setuptools_scm, py.typed, tool configs |
references/library-patterns.md |
OOP/SOLID, type hints, core class design, factory, protocols, CLI |
references/testing-quality.md |
conftest.py, unit/backend/async tests, ruff/mypy/pre-commit |
references/ci-publishing.md |
ci.yml, publish.yml, Trusted Publishing, TestPyPI, CHANGELOG, release checklist |
references/community-docs.md |
README, docstrings, CONTRIBUTING, SECURITY, anti-patterns, master checklist |
references/architecture-patterns.md |
Backend system (plugin/strategy), config layer, transport layer, CLI, backend injection |
references/versioning-strategy.md |
PEP 440, SemVer, pre-release, setuptools_scm deep-dive, flit static, decision engine |
references/release-governance.md |
Branch strategy, branch protection, OIDC, tag author validation, prevent invalid tags |
references/tooling-ruff.md |
Ruff-only setup (replaces black/isort), mypy config, pre-commit, asyncio_mode=auto |
Scaffold script: run python skills/python-pypi-package-builder/scripts/scaffold.py --name your-package-name
to generate the entire directory layout, stub files, and pyproject.toml in one command.
Load this skill whenever the user wants to:
pyproject.toml, linting, mypy, pre-commit, or GitHub Actions for a Python projectsetuptools_scm, PEP 440, semver, static versioning)py.typed, MANIFEST.in, RECORD, classifiersAlso trigger for phrases like: "build a Python SDK", "publish my library", "set up PyPI CI", "create a pip package", "how do I publish to PyPI", "pyproject.toml help", "PEP 561 typed", "setuptools_scm version", "semver Python", "PEP 440", "git tag release", "Trusted Publishing".
Identify what the user is building before writing any code. Each type has distinct patterns.
| Type | Core Pattern | Entry Point | Key Deps | Example Packages |
|---|---|---|---|---|
| Utility library | Module of pure functions + helpers | Import API only | Minimal | arrow, humanize, boltons, more-itertools |
| API client / SDK | Class with methods, auth, retry logic | Import API only | httpx or requests |
boto3, stripe-python, openai |
| CLI tool | Command functions + argument parser | [project.scripts] or [project.entry-points] |
click or typer |
black, ruff, httpie, rich |
| Framework plugin | Plugin class, hook registration | [project.entry-points."framework.plugin"] |
Framework dep | pytest-*, django-*, flask-* |
| Data processing library | Classes + functional pipeline | Import API only | Optional: numpy, pandas |
pydantic, marshmallow, cerberus |
| Mixed / generic | Combination of above | Varies | Varies | Many real-world packages |
Decision Rule: Ask the user if unclear. A package can combine types (e.g., SDK with a CLI entry point) — use the primary type for structural decisions and add secondary type patterns on top.
For implementation patterns of each type, see references/library-patterns.md.
my-python-library
my_python_library
pip install <name> fails first)Does the package have 5+ internal modules OR multiple contributors OR complex sub-packages?
├── YES → Use src/ layout
│ Reason: prevents accidental import of uninstalled code during development;
│ separates source from project root files; PyPA-recommended for large projects.
│
├── NO → Is it a single-module, focused package (e.g., one file + helpers)?
│ ├── YES → Use flat layout
│ └── NO (medium complexity) → Use flat layout, migrate to src/ if it grows
│
└── Is it multiple related packages under one namespace (e.g., myorg.http, myorg.db)?
└── YES → Use namespace/monorepo layout
| Situation | Use |
|---|---|
| New project, unknown future size | src/ layout (safest default) |
| Single-purpose, 1–4 modules | Flat layout |
| Large library, many contributors | src/ layout |
| Multiple packages in one repo | Namespace / monorepo |
| Migrating old flat project | Keep flat; migrate to src/ at next major version |
Does the user need version derived automatically from git tags?
├── YES → Use setuptools + setuptools_scm
│ (git tag v1.0.0 → that IS your release workflow)
│
└── NO → Does the user want an all-in-one tool (deps + build + publish)?
├── YES → Use poetry (v2+ supports standard [project] table)
│
└── NO → Is the package pure Python with no C extensions?
├── YES, minimal config preferred → Use flit
│ (zero config, auto-discovers version from __version__)
│
└── YES, modern & fast preferred → Use hatchling
(zero-config, plugin system, no setup.py needed)
Does the package have C/Cython/Fortran extensions?
└── YES → MUST use setuptools (only backend with full native extension support)
| Backend | Version source | Config | C extensions | Best for |
|---|---|---|---|---|
setuptools + setuptools_scm |
git tags (automatic) | pyproject.toml + optional setup.py shim |
Yes | Projects with git-tag releases; any complexity |
hatchling |
manual or plugin | pyproject.toml only |
No | New pure-Python projects; fast, modern |
flit |
__version__ in __init__.py |
pyproject.toml only |
No | Very simple, single-module packages |
poetry |
pyproject.toml field |
pyproject.toml only |
No | Teams wanting integrated dep management |
For all four complete pyproject.toml templates, see references/pyproject-toml.md.
This is the canonical end-to-end flow from source code to user install. Every step must be understood before publishing.
1. SOURCE TREE
Your code in version control (git)
└── pyproject.toml describes metadata + build system
2. BUILD
python -m build
└── Produces two artifacts in dist/:
├── *.tar.gz → source distribution (sdist)
└── *.whl → built distribution (wheel) — preferred by pip
3. VALIDATE
twine check dist/*
└── Checks metadata, README rendering, and PyPI compatibility
4. TEST PUBLISH (first release only)
twine upload --repository testpypi dist/*
└── Verify: pip install --index-url https://test.pypi.org/simple/ your-package
5. PUBLISH
twine upload dist/* ← manual fallback
OR GitHub Actions publish.yml ← recommended (Trusted Publishing / OIDC)
6. USER INSTALL
pip install your-package
pip install "your-package[extra]"
| Concept | What it means |
|---|---|
| sdist | Source distribution — your source + metadata; used when no wheel is available |
| wheel (.whl) | Pre-built binary — pip extracts directly into site-packages; no build step |
| PEP 517/518 | Standard build system interface via pyproject.toml [build-system] table |
| PEP 621 | Standard [project] table in pyproject.toml; all modern backends support it |
| PEP 639 | license key as SPDX string (e.g., "MIT", "Apache-2.0") — not {text = "MIT"} |
| PEP 561 | py.typed empty marker file — tells mypy/IDEs this package ships type information |
For complete CI workflow and publishing setup, see references/ci-publishing.md.
your-package/
├── src/
│ └── your_package/
│ ├── __init__.py # Public API: __all__, __version__
│ ├── py.typed # PEP 561 marker — EMPTY FILE
│ ├── core.py # Primary implementation
│ ├── client.py # (API client type) or remove
│ ├── cli.py # (CLI type) click/typer commands, or remove
│ ├── config.py # Settings / configuration dataclass
│ ├── exceptions.py # Custom exception hierarchy
│ ├── models.py # Data classes, Pydantic models, TypedDicts
│ ├── utils.py # Internal helpers (prefix _utils if private)
│ ├── types.py # Shared type aliases and TypeVars
│ └── backends/ # (Plugin pattern) — remove if not needed
│ ├── __init__.py # Protocol / ABC interface definition
│ ├── memory.py # Default zero-dep implementation
│ └── redis.py # Optional heavy implementation
├── tests/
│ ├── __init__.py
│ ├── conftest.py # Shared fixtures
│ ├── unit/
│ │ ├── __init__.py
│ │ ├── test_core.py
│ │ ├── test_config.py
│ │ └── test_models.py
│ ├── integration/
│ │ ├── __init__.py
│ │ └── test_backends.py
│ └── e2e/ # Optional: end-to-end tests
│ └── __init__.py
├── docs/ # Optional: mkdocs or sphinx
├── scripts/
│ └── scaffold.py
├── .github/
│ ├── workflows/
│ │ ├── ci.yml
│ │ └── publish.yml
│ └── ISSUE_TEMPLATE/
│ ├── bug_report.md
│ └── feature_request.md
├── .pre-commit-config.yaml
├── pyproject.toml
├── CHANGELOG.md
├── CONTRIBUTING.md
├── SECURITY.md
├── LICENSE
├── README.md
└── .gitignore
your-package/
├── your_package/ # ← at root, not inside src/
│ ├── __init__.py
│ ├── py.typed
│ └── ... (same internal structure)
├── tests/
└── ... (same top-level files)
your-org/
├── packages/
│ ├── your-org-core/
│ │ ├── src/your_org/core/
│ │ └── pyproject.toml
│ ├── your-org-http/
│ │ ├── src/your_org/http/
│ │ └── pyproject.toml
│ └── your-org-cli/
│ ├── src/your_org/cli/
│ └── pyproject.toml
├── .github/workflows/
└── README.md
Each sub-package has its own pyproject.toml. They share the your_org namespace via PEP 420
implicit namespace packages (no __init__.py in the namespace root).
| File | Purpose | When to include |
|---|---|---|
__init__.py |
Public API surface; re-exports; __version__ |
Always |
py.typed |
PEP 561 typed-package marker (empty) | Always |
core.py |
Primary class / main logic | Always |
config.py |
Settings dataclass or Pydantic model | When configurable |
exceptions.py |
Exception hierarchy (YourBaseError → specifics) |
Always |
models.py |
Data models / DTOs / TypedDicts | When data-heavy |
utils.py |
Internal helpers (not part of public API) | As needed |
types.py |
Shared TypeVar, TypeAlias, Protocol definitions |
When complex typing |
cli.py |
CLI entry points (click/typer) | CLI type only |
backends/ |
Plugin/strategy pattern | When swappable implementations |
_compat.py |
Python version compatibility shims | When 3.9–3.13 compat needed |
Canonical form: N[.N]+[{a|b|rc}N][.postN][.devN]
Examples:
1.0.0 Stable release
1.0.0a1 Alpha (pre-release)
1.0.0b2 Beta
1.0.0rc1 Release candidate
1.0.0.post1 Post-release (e.g., packaging fix only)
1.0.0.dev1 Development snapshot (not for PyPI)
MAJOR.MINOR.PATCH
MAJOR: Breaking API change (remove/rename public function/class/arg)
MINOR: New feature, fully backward-compatible
PATCH: Bug fix, no API change
# How it works:
git tag v1.0.0 → installed version = 1.0.0
git tag v1.1.0 → installed version = 1.1.0
(commits after tag) → version = 1.1.0.post1 (suffix stripped for PyPI)
# In code — NEVER hardcode when using setuptools_scm:
from importlib.metadata import version, PackageNotFoundError
try:
__version__ = version("your-package")
except PackageNotFoundError:
__version__ = "0.0.0-dev" # Fallback for uninstalled dev checkouts
Required pyproject.toml config:
[tool.setuptools_scm]
version_scheme = "post-release"
local_scheme = "no-local-version" # Prevents +g<hash> from breaking PyPI uploads
Critical: always set fetch-depth: 0 in every CI checkout step. Without full git history,
setuptools_scm cannot find tags and the build version silently falls back to 0.0.0+dev.
# your_package/__init__.py
__version__ = "1.0.0" # Update this before every release
# In [project] dependencies:
"httpx>=0.24" # Minimum version — PREFERRED for libraries
"httpx>=0.24,<1.0" # Upper bound only when a known breaking change exists
"httpx==0.27.0" # Pin exactly ONLY in applications, NOT libraries
# NEVER do this in a library — it breaks dependency resolution for users:
# "httpx~=0.24.0" # Too tight
# "httpx==0.27.*" # Fragile
# 1. Update CHANGELOG.md — move [Unreleased] entries to [x.y.z] - YYYY-MM-DD
# 2. Commit the changelog
git add CHANGELOG.md
git commit -m "chore: prepare release vX.Y.Z"
# 3. Tag and push — this triggers publish.yml automatically
git tag vX.Y.Z
git push origin main --tags
# 4. Monitor GitHub Actions → verify on https://pypi.org/project/your-package/
For complete pyproject.toml templates for all four backends, see references/pyproject-toml.md.
After understanding decisions and structure:
Set up pyproject.toml → references/pyproject-toml.md
All four backend templates (setuptools+scm, hatchling, flit, poetry), full tool configs,
py.typed setup, versioning config.
Write your library code → references/library-patterns.md
OOP/SOLID principles, type hints (PEP 484/526/544/561), core class design, factory functions,
__init__.py, plugin/backend pattern, CLI entry point.
Add tests and code quality → references/testing-quality.md
conftest.py, unit/backend/async tests, parametrize, ruff/mypy/pre-commit setup.
Set up CI/CD and publish → references/ci-publishing.md
ci.yml, publish.yml with Trusted Publishing (OIDC, no API tokens), CHANGELOG format,
release checklist.
Polish for community/OSS → references/community-docs.md
README sections, docstring format, CONTRIBUTING, SECURITY, issue templates, anti-patterns
table, and master release checklist.
Design backends, config, transport, CLI → references/architecture-patterns.md
Backend system (plugin/strategy pattern), Settings dataclass, HTTP transport layer,
CLI with click/typer, backend injection rules.
Choose and implement a versioning strategy → references/versioning-strategy.md
PEP 440 canonical forms, SemVer rules, pre-release identifiers, setuptools_scm deep-dive,
flit static versioning, decision engine (DEFAULT/BEGINNER/MINIMAL).
Govern releases and secure the publish pipeline → references/release-governance.md
Branch strategy, branch protection rules, OIDC Trusted Publishing setup, tag author
validation in CI, tag format enforcement, full governed publish.yml.
Simplify tooling with Ruff → references/tooling-ruff.md
Ruff-only setup replacing black/isort/flake8, mypy config, pre-commit hooks,
asyncio_mode=auto (remove @pytest.mark.asyncio), migration guide.