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SkillsMP hat 30 Skills aus wdm0006/python-skills gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.
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Manages Python library releases including semantic versioning, changelog maintenance (Keep a Changelog format), release automation with GitHub Actions, and deprecation workflows. Use when planning releases, writing changelogs, automating release pipelines, or…
Quellsprache: Englisch
Builds robust Python MCP (Model Context Protocol) servers with FastMCP — tool design, error contracts, event-loop-safe blocking work, subprocess/CLI wrapping, single-file vs packaged distribution, global-state-free testing, and prompt-injection awareness. Use…
Quellsprache: Englisch
Design and review long-running batch or sync jobs that process many items against a remote API and persist checkpoint state — exit codes that report partial failure, checkpoints that are safe to resume, per-item tolerance vs. fatal abort, telling "zero" apart…
Quellsprache: Englisch
Land a change everywhere the same fact is stated — enumerating the full surface inventory (landing copy, docs, machine-readable summaries, changelog badges repeated across every page, sitemap, README, descriptions embedded in code, and untyped frontend…
Quellsprache: Englisch
Compute statistics, scores, and flags from samples that may be too small to support them — undefined dispersion returned as 0.0 and tripping a minimum threshold, sentinel choice (None vs 0 vs NaN), threshold blocks gated on "was this measured", reports that…
Quellsprache: Englisch
Designs and implements pytest test suites for Python libraries with fixtures, parametrization, mocking, Hypothesis property-based testing, and CI configuration. Use when creating tests, improving coverage, setting up testing infrastructure, or implementing…
Quellsprache: Englisch
Audits Python libraries for security vulnerabilities using Bandit, pip-audit, Semgrep, and detect-secrets. Identifies SQL injection, command injection, hardcoded credentials, secrets exposed through tracebacks, weak cryptography, and insecure deserialization.…
Quellsprache: Englisch
Provides an opinionated reference architecture for production Python web apps — FastAPI + async SQLAlchemy + Postgres, pydantic-settings config, Stripe billing, server-rendered Jinja or a decoupled SPA, deployed as a single Docker image on a managed platform…
Quellsprache: Englisch
Ships native Swift/SwiftUI apps to TestFlight and the App Store with fastlane and xcodebuild — one App Store Connect API key for both, fastlane lanes scoped to metadata/pricing/subscriptions, headless `xcodebuild archive` + `-exportArchive…
Quellsprache: Englisch
Improves Python library code quality through ruff linting, mypy type checking, Pythonic idioms, and refactoring. Use when reviewing code for quality issues, adding type hints, configuring static analysis tools, or refactoring Python library code.
Quellsprache: Englisch
Builds application features on top of an LLM API in Python — prompt surfaces that drift apart, structured outputs, context budgeting, model/config wiring, filtered evaluator sets, keeping live-model calls out of default CI, evaluating stochastic output, and…
Quellsprache: Englisch
Run the CI gate on your machine so it agrees with the runner — deriving the exact command, paths, markers, and env from the workflow file instead of the Makefile, unblocking gate steps that short-circuit and hide the next failure, pinning the linter version…
Quellsprache: Englisch
Make the build step a real gate on what you actually distribute — build scripts that warn and exit 0 on a missing input, size checks with only an upper bound, hand-maintained file lists that drift from the entrypoints they must cover, committed bundles that…
Quellsprache: Englisch
Confirms what a third-party library, remote API, build backend, or scraped document actually does before writing code that depends on it — throwaway probes that run in seconds, permissive clients that forward wrong arguments instead of rejecting them,…
Quellsprache: Englisch
Renders stored, authored, or imported content into HTML without shipping XSS — auditing every autoescape bypass (|safe, Markup, innerHTML), sanitizing Markdown output with an allowlist, escaping on both the server and the DOM, and writing sanitization tests…
Quellsprache: Englisch
Sets up and maintains Go projects with a CI gate that actually gates — module-path correctness, golangci-lint config that matches the installed major version, deterministic gofmt, a pinned toolchain, and meaningful test/lint jobs. Use when creating a Go…
Quellsprache: Englisch
Builds and tests Manifest V3 browser extensions — service-worker message channels that survive teardown, chrome.storage read-modify-write safety, settings validation in the popup, and a Jest chrome mock that can actually fail. Use when writing or reviewing a…
Quellsprache: Englisch
Designs intuitive Python library APIs following principles of simplicity, consistency, and discoverability. Handles API evolution, deprecation, breaking changes, and error handling. Use when designing new library APIs, reviewing existing APIs for…
Quellsprache: Englisch
Builds, tests, and ships native Swift/SwiftUI apps for Apple platforms (macOS/iOS) reliably in CI and locally — unsigned CI builds, the hand-maintained pbxproj, SwiftPM-module vs app-target test boundaries, SourceKit false positives, gitignored base xcconfig,…
Quellsprache: Englisch
Sets up professional Python library projects with modern tooling (pyproject.toml, uv, ruff, pytest, pre-commit, GitHub Actions). Use when creating new Python libraries, modernizing existing projects to pyproject.toml, configuring linting/testing/CI, or…
Quellsprache: Englisch
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…
Quellsprache: Englisch
Cut GitHub Actions minutes and wall-clock time without losing coverage — the OS billing multiplier (macOS 10x / Windows 2x / Linux 1x), trigger hygiene that stops push+pull_request double-firing, concurrency that cancels superseded runs, dependency caching…
Quellsprache: Englisch
Prevents, detects, and remediates files that should never be committed — secrets (.env, API tokens, hardcoded credentials) and dev artifacts (build output, scratch databases, editor/OS files). Covers .gitignore (and why it does not untrack), git rm --cached,…
Quellsprache: Englisch
Builds command-line interfaces for Python libraries using Click or Typer. Includes command groups, argument handling, progress bars, shell completion, and CLI testing with CliRunner. Use when adding CLI functionality to a library or building standalone…
Quellsprache: Englisch
Builds and manages open source Python library communities including CONTRIBUTING.md, CODE_OF_CONDUCT.md, issue/PR templates, contributor recognition, and GitHub automation. Use when setting up community infrastructure, improving contributor experience, or…
Quellsprache: Englisch
Creates comprehensive Python library documentation including Google-style docstrings, Sphinx setup, API references, tutorials, and ReadTheDocs configuration. Use when writing docstrings, setting up Sphinx documentation, or creating user guides for Python…
Quellsprache: Englisch
Comprehensively reviews Python libraries for quality across project structure, packaging, code quality, testing, security, documentation, API design, and CI/CD. Provides actionable feedback and improvement recommendations. Use when evaluating library health,…
Quellsprache: Englisch
Optimizes Python library performance through profiling (cProfile, PyInstrument), memory analysis (memray, tracemalloc), benchmarking (pytest-benchmark), and optimization strategies. Use when analyzing performance bottlenecks, finding memory leaks, or setting…
Quellsprache: Englisch
Sets up, tests, and publishes Rust crates — Cargo project layout, a fmt/clippy/test CI gate that actually gates, MSRV pinning, feature-flag hygiene, and crates.io publishing with cargo-release. Use when creating a Rust crate, wiring GitHub Actions for Rust,…
Quellsprache: Englisch
Sets up, tests, and publishes Scala projects — sbt build layout, scalafmt/scalafix as CI gates, Scala 2-vs-3 and cross-building, a test job that actually runs, and Maven Central publishing via sbt-ci-release. Use when creating an sbt project, wiring GitHub…
Quellsprache: Englisch