python-scala-syntax-mapping

python-scala-syntax-mapping is a skill for Claude Code, Codex from cxcscmu/SkillLearnBench. It costs 30 tokens per session (403 once invoked), scanned A, original, MIT.

A reference for translating Python features such as enums, dataclasses, type variables, and protocols into Scala code.

In plain words
What is it for?
Use it when porting Python data structures and interfaces to Scala.
Why use it?
It gives Python developers concrete Scala equivalents for common type and data-model patterns.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it when porting Python data structures and interfaces to Scala.

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Install with agentmods
npx agentmods add skills/cxcscmu/skilllearnbench/python-scala-syntax-mapping
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add cxcscmu/SkillLearnBench --skill python-scala-syntax-mapping
Clone the repo
git clone --depth 1 https://github.com/cxcscmu/SkillLearnBench

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for python-scala-syntax-mapping

README.md
[![agentmods](https://agentmods.dev/badge/skills/cxcscmu/skilllearnbench/python-scala-syntax-mapping.svg)](https://agentmods.dev/skills/cxcscmu/skilllearnbench/python-scala-syntax-mapping)
Your own site
<a href="https://agentmods.dev/skills/cxcscmu/skilllearnbench/python-scala-syntax-mapping"><img src="https://agentmods.dev/badge/skills/cxcscmu/skilllearnbench/python-scala-syntax-mapping.svg" alt="Measured on agentmods" height="20"></a>
Per session 30 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 403 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00030 $0.00403
Opus 5 $0.00015 $0.00201
Sonnet 5 $0.00006 $0.00081
Haiku 4.5 $0.00003 $0.00040

Measured 3d ago against content hash c4402bcd0171, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

python-scala-syntax-mapping scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/b1-one-shot-claude-opus-4-6/python-scala-translation/python-scala-syntax-mapping/SKILL.md · 56 lines

What it actually says

Python to Scala Syntax Mapping

Enums

Python Enum -> Scala sealed trait + case objects or Enumeration:

// Preferred: sealed trait for pattern matching exhaustiveness
sealed abstract class TokenType(val value: String)
object TokenType {
  case object STRING extends TokenType("string")
  case object NUMERIC extends TokenType("numeric")
}

Dataclasses (frozen=True) -> Case Classes

// Python: @dataclass(frozen=True) with default fields
// Scala: case class (immutable by default)
case class Token(value: String, tokenType: TokenType, metadata: Map[String, Any] = Map.empty)

TypeVar -> Type Parameters

// Python: T = TypeVar("T")           -> [T]
// Python: T_co = TypeVar(covariant)  -> [+T]
// Python: T_contra = TypeVar(contra) -> [-T]
// Python: NumericT = TypeVar("NumericT", int, float, Decimal) -> type class or union

Protocol -> Trait (structural typing)

// Python Protocol -> Scala trait
trait Tokenizable {
  def toToken: String
}

Optional / Union

// Python: Optional[X] -> Scala: Option[X]
// Python: X | None -> Scala: Option[X]
// Python: Union[A, B] -> Scala: Either[A, B] or sealed trait or overloaded methods

Default Mutable Args

Python allows mutable defaults (anti-pattern). Scala avoids this:

// Python: def __init__(self, opts: dict = {}):
// Scala:  def this(opts: Map[String, Any] = Map.empty)
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago First seen · 56 lines · 30 tokens per session scan A c4402bcd0171

Subscribe to this mod's changes

python-scala-syntax-mapping is a skill published in the GitHub repository cxcscmu/SkillLearnBench (83 stars, last pushed 1mo ago), licensed MIT. It adds 30 tokens to every session and 403 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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