Skills Guide

Create wandas skill

VerifiedSafe

Learn how to create a new wandas skill by following steps, inspecting APIs, and adhering to format conventions.

Sby Skills Guide Bot
DevelopmentIntermediate
1408/14/2026
Claude Code
#wandas#skill-creation#code-generation#scaffolding

Recommended for

Code reviewClaude CodeBackend developerFrontend developerFullstack developerRefactoring

Our review

This skill guides the creation of a new wandas skill by inspecting the wandas API, following repository conventions, and generating SKILL.md, examples, and reference files.

Strengths

  • Ensures API argument names match source code by checking signatures.
  • Follows existing format conventions and skill style for consistency.
  • Produces a complete skill structure with SKILL.md, examples, and reference docs.
  • Emphasizes user-oriented descriptions using verb + object.

Limitations

  • Requires access to the wandas/wandas source code.
  • Focuses specifically on wandas skills, not generic skill creation.
  • Depends on CLAUDE.md and an existing skill for style reference.
When to use it

Use when adding a new skill to the wandas ecosystem that wraps or documents a wandas API.

When not to use it

Do not use for creating skills unrelated to wandas or when no existing style reference is available.

Security analysis

Safe
Quality score75/100

The skill instructs the agent to search and read source code, consult formatting guidelines, and create new skill files. It does not execute shell commands, network requests, or destructive actions, and does not exfiltrate data.

No concerns found

Examples

Create signal analysis skill
Create a new wandas skill for the signal analysis API
Add data loading wrapper
Add a wandas skill that wraps the data loading functions
Generate preprocessing skill
Generate a skill for wandas preprocessing with examples and references

新しい wandas スキル $ARGUMENTS を作成してください。

手順（必ず順番通りに実行）

  1. wandas/wandas/ を Grep/Read して $ARGUMENTS に関連する API のシグネチャ・引数名・返り値を確認する
  2. CLAUDE.md のフォーマット規約と既存スキル（.claude/skills/wandas-signal-analysis/）のスタイルを参照する
  3. 以下のファイルを作成する：
    • .claude/skills/$ARGUMENTS/SKILL.md
    • .claude/skills/$ARGUMENTS/examples/workflows.md
    • .claude/skills/$ARGUMENTS/references/<topic>_api.md
  4. SKILL.md の description: はユーザーの具体的な操作（動詞＋目的語）で書く
  5. 作成したコードスニペットの引数名がソースと一致していることを確認する
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