packaging-python-libraries
Packages and distributes Python libraries using modern pyproject.toml, build backends (setuptools, hatchling), PyPI publishing with trusted publishing, and wheel building. Use when packaging libraries for distribution, publishing to PyPI, or troubleshooting packaging issues.
What this skill does
# Python Library Packaging
## pyproject.toml Essentials
```toml
[build-system]
requires = ["setuptools>=61.0", "wheel"]
build-backend = "setuptools.build_meta"
[project]
name = "my-package"
version = "1.0.0"
description = "Short description"
readme = "README.md"
requires-python = ">=3.10"
license = {text = "MIT"}
dependencies = []
[project.optional-dependencies]
dev = ["pytest>=7.0", "ruff>=0.1", "mypy>=1.0"]
[project.urls]
Homepage = "https://github.com/user/package"
Documentation = "https://package.readthedocs.io"
[project.scripts]
mycli = "my_package.cli:main"
[tool.setuptools.packages.find]
where = ["src"]
```
## Building
```bash
pip install build
python -m build # Creates dist/
twine check dist/* # Validate
```
## Publishing to PyPI
**First time setup:**
```bash
# Create API token at pypi.org/manage/account/token/
export TWINE_USERNAME=__token__
export TWINE_PASSWORD=pypi-xxx...
```
**Publish:**
```bash
twine upload --repository testpypi dist/* # Test first
twine upload dist/* # Production
```
## GitHub Actions (Trusted Publishing)
```yaml
# .github/workflows/publish.yml
on:
release:
types: [published]
jobs:
publish:
runs-on: ubuntu-latest
permissions:
id-token: write
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
- run: pip install build && python -m build
- uses: pypa/gh-action-pypi-publish@release/v1
```
## Dependency Best Practices
```toml
# DO: Minimum versions
dependencies = ["requests>=2.28", "click>=8.0"]
# DON'T: Exact pins (locks users)
dependencies = ["requests==2.28.1"]
# DO: Optional for features
[project.optional-dependencies]
cli = ["click>=8.0"]
```
## Including Package Data
```toml
[tool.setuptools.package-data]
my_package = ["py.typed", "data/*.json"]
```
```python
from importlib.resources import files
data = files("my_package.data").joinpath("file.json").read_text()
```
For detailed templates, see:
- **[PYPROJECT_FULL.md](PYPROJECT_FULL.md)** - Complete pyproject.toml
- **[CONDA.md](CONDA.md)** - Conda packaging guide
## Checklist
```
Before Release:
- [ ] pyproject.toml valid
- [ ] README.md informative
- [ ] LICENSE file exists
- [ ] Version set correctly
- [ ] twine check passes
After Release:
- [ ] pip install works
- [ ] Import works
- [ ] GitHub release created
```
## Learn More
This skill is based on the [Distribution](https://mcginniscommawill.com/guides/python-library-development/#distribution-reaching-your-users) section of the [Guide to Developing High-Quality Python Libraries](https://mcginniscommawill.com/guides/python-library-development/) by [Will McGinnis](https://mcginniscommawill.com/). See these posts for deeper coverage:
- [pyproject.toml Explained](https://mcginniscommawill.com/posts/2025-01-26-pyproject-toml-explained/)
- [Publishing PyGeohash](https://mcginniscommawill.com/posts/2025-04-06-pygeohash-publishing/)
Related in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.