ClaudSkills / Engineering / engineering-misc

Scitex Types

Quality score: 70/100  ·  Category: Engineering  ·  Sub-category: engineering-misc
lang:python
Type aliases and runtime type guards for scientific Python — unions across NumPy/pandas/torch arrays, matplotlib color inputs, and list-of-T predicates. Public API (5 symbols) — `ArrayLike` (union alias spanning `list`, `tuple`, `np.ndarray`, `pd.DataFrame`, `pd.Series`, `xr.DataArray`, `torch.Tensor` for type hints), `ColorLike` (union alias for matplotlib-compatible color inputs — RGB tuples, hex strings, named colors), `is_array_like(obj)` (runtime predicate for array-ish inputs), `is_list_of_type(obj, T)` (runtime check that every element is of type T), `is_listed_X(obj, X)` (alias for is_list_of_type). No CLI, no MCP tools. Drop-in replacement for `numpy.typing.ArrayLike` (narrower — NumPy only), `typing.Union[np.ndarray, torch.Tensor, pd.DataFrame, ...]` hand-rolled unions, `isinstance(x, (list, np.ndarray, ...))` chains scattered across code, and `all(isinstance(el, T) for el in lst)` one-liners. Use whenever the user asks to "type-hint a function that accepts ndarray/DataFrame/Tensor", "check at runtime whether something is array-like", "validate that a list contains only floats/ints/strings", "type a matplotlib color parameter", or mentions `ArrayLike`, `ColorLike`, `scitex.types`, duck-typing array inputs.

What this skill does

Scitex Types is a production-ready Claude Code skill (quality score 70/100) in the engineering-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/scitex-types/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use whenever the user asks to "type-hint a function that accepts ndarray/DataFrame/Tensor", "check at runtime whether something is array-like", "validate that a list contains only floats/ints/strings", "type a matplotlib color parameter", or mentions `ArrayLike`, `ColorLike`, `scitex.types`, duck-typing array inputs.

Who uses this skill

The Scitex Types skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/scitex-types
curl -L https://claudskills.com/skills/scitex-types/SKILL.md \
  -o ~/.claude/skills/scitex-types/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/scitex-types/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/scitex-types/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\scitex-types\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

More Engineering skills

Browse all Engineering skills in the ClaudSkills registry, or explore these top-rated picks from the same category:

Browse all Engineering skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Code skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: GifPerfect · AspectPerfect · SlomoPerfect · Ucaption · UTagger · AutoXPoster · TestYourSkills