wdm0006/python-skills

1

auditing-python-security Audits Python libraries for security vulnerabilities using Bandit, pip-audit, Semgrep, and detect-secrets. Identifies…

wdm0006/python-skills

163

2

building-python-clis Builds command-line interfaces for Python libraries using Click or Typer. Includes command groups, argument handling,…

wdm0006/python-skills

160

3

improving-python-code-quality Improves Python library code quality through ruff linting, mypy type checking, Pythonic idioms, and refactoring. Use …

wdm0006/python-skills

142

4

designing-python-apis Designs intuitive Python library APIs following principles of simplicity, consistency, and discoverability. Handles p…

wdm0006/python-skills

113

5

documenting-python-libraries Creates comprehensive Python library documentation including Google-style docstrings, Sphinx setup, API references, t…

wdm0006/python-skills

109

6

optimizing-python-performance Optimizes Python library performance through profiling (cProfile, PyInstrument), memory analysis (memray, tracemalloc…

wdm0006/python-skills

103

7

testing-python-libraries Designs and implements pytest test suites for Python libraries with fixtures, parametrization, mocking, Hypothesis pr…

wdm0006/python-skills

101

8

setting-up-python-libraries Sets up professional Python library projects with modern tooling (pyproject.toml, uv, ruff, pytest, pre-commit, GitHu…

wdm0006/python-skills

90

9

packaging-python-libraries Packages and distributes Python libraries using modern pyproject.toml, build backends (setuptools, hatchling), PyPI p…

wdm0006/python-skills

84

10

reviewing-python-libraries Comprehensively reviews Python libraries for quality across project structure, packaging, code quality, testing, secu…

wdm0006/python-skills

84

11

managing-python-releases Manages Python library releases including semantic versioning, changelog maintenance (Keep a Changelog format), relea…

wdm0006/python-skills

79

12

building-python-communities Builds and manages open source Python library communities including CONTRIBUTING.md, CODE_OF_CONDUCT.md, issue/PR tem…

wdm0006/python-skills

78

13

keeping-git-repos-clean Prevents, detects, and remediates files that should never be committed — secrets (.env, API tokens, hardcoded credent…

wdm0006/python-skills

46

14

building-python-web-apps Provides an opinionated reference architecture for production Python web apps — FastAPI + async SQLAlchemy + Postgres…

wdm0006/python-skills

45

15

building-python-mcp-servers Builds robust Python MCP (Model Context Protocol) servers with FastMCP — tool design, error contracts, event-loop-saf…

wdm0006/python-skills

24

16

building-llm-backed-features Builds application features on top of an LLM API in Python — prompt surfaces that drift apart, structured outputs, co…

wdm0006/python-skills

19

17

verifying-external-behavior Confirms what a third-party library, remote API, build backend, or scraped document actually does before writing code…

wdm0006/python-skills

17

18

running-github-actions-efficiently Cut GitHub Actions minutes and wall-clock time without losing coverage — the OS billing multiplier (macOS 10x / Windo…

wdm0006/python-skills

16

19

building-rust-crates Sets up, tests, and publishes Rust crates — Cargo project layout, a fmt/clippy/test CI gate that actually gates, MSRV…

wdm0006/python-skills

15

20

building-scala-projects Sets up, tests, and publishes Scala projects — sbt build layout, scalafmt/scalafix as CI gates, Scala 2-vs-3 and cros…

wdm0006/python-skills

15

21

building-swift-apps Builds, tests, and ships native Swift/SwiftUI apps for Apple platforms (macOS/iOS) reliably in CI and locally — unsig…

wdm0006/python-skills

15

22

running-resumable-sync-jobs Design and review long-running batch or sync jobs that process many items against a remote API and persist checkpoint…

wdm0006/python-skills

14

23

building-go-projects Sets up and maintains Go projects with a CI gate that actually gates — module-path correctness, golangci-lint config …

wdm0006/python-skills

13

24

reproducing-ci-locally Run the CI gate on your machine so it agrees with the runner — deriving the exact command, paths, markers, and env fr…

wdm0006/python-skills

13

25

rendering-untrusted-content Renders stored, authored, or imported content into HTML without shipping XSS — auditing every autoescape bypass (|saf…

wdm0006/python-skills

11

26

reporting-derived-metrics Compute statistics, scores, and flags from samples that may be too small to support them — undefined dispersion retur…

wdm0006/python-skills

11

27

shipping-across-surfaces Land a change everywhere the same fact is stated — enumerating the full surface inventory (landing copy, docs, machin…

wdm0006/python-skills

11

28

building-browser-extensions Builds and tests Manifest V3 browser extensions — service-worker message channels that survive teardown, chrome.stora…

wdm0006/python-skills

10

29

shipping-build-artifacts Make the build step a real gate on what you actually distribute — build scripts that warn and exit 0 on a missing inp…

wdm0006/python-skills

10

30

deferring-heavy-dependencies Keep expensive resources — ML models, spellcheck dictionaries, embedded databases, large third-party imports — off co…

wdm0006/python-skills

8

31

shipping-swift-apps Ships native Swift/SwiftUI apps to TestFlight and the App Store with fastlane and xcodebuild — one App Store Connect …

wdm0006/python-skills

8

32

guarding-destructive-operations Add and review preconditions on operations that delete, overwrite, rewrite history, or resolve a caller-supplied name…

wdm0006/python-skills

6

33

wiring-application-config Load, merge, and validate layered application configuration (defaults plus a user YAML/TOML/JSON file or a stored set…

wdm0006/python-skills

6

34

concurrent-branches Resolve conflicts and merges when several branches are open against one repo at the same time — the hotspot files eve…

wdm0006/python-skills

5

35

normalizing-text-for-measurement Strip, parse, and segment a document before something else measures it — normalizers that fuse two blocks into one wo…

wdm0006/python-skills

2

36

writing-defect-reports Establish a finding before you publish it, and correct it after — headlines that overstate what actually reproduces a…

wdm0006/python-skills

2