Mastering Python Skill
SpillwaveSolutions/agent-brain
Modern Python coaching covering language foundations through advanced production patterns.
Generates complete modules and components from interface contracts and specifications.
$ npx skills add ArabelaTso/Skills-4-SE --skill module-component-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ArabelaTso/Skills-4-SE module-component-generator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/module-component-generator .claude/skills/module-component-generator && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "module-component-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/module-component-generator into .claude/skills/module-component-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "module-component-generator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/module-component-generatorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ArabelaTso/Skills-4-SE --skill module-component-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ArabelaTso/Skills-4-SE module-component-generator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/module-component-generator .agents/skills/module-component-generator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "module-component-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/module-component-generator into .agents/skills/module-component-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "module-component-generator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ArabelaTso/Skills-4-SE --skill module-component-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ArabelaTso/Skills-4-SE module-component-generator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/module-component-generator .cursor/skills/module-component-generator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "module-component-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/module-component-generator into .cursor/skills/module-component-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "module-component-generator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ArabelaTso/Skills-4-SE.git --path skills/module-component-generator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ArabelaTso/Skills-4-SE --skill module-component-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ArabelaTso/Skills-4-SE module-component-generator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/module-component-generator .gemini/skills/module-component-generator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "module-component-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/module-component-generator into .gemini/skills/module-component-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "module-component-generator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ArabelaTso/Skills-4-SE module-component-generatorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ArabelaTso/Skills-4-SE --skill module-component-generator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/module-component-generator .github/skills/module-component-generator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "module-component-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/module-component-generator into .github/skills/module-component-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "module-component-generator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ArabelaTso/Skills-4-SE --skill module-component-generator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ArabelaTso/Skills-4-SE module-component-generator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/module-component-generator .opencode/skills/module-component-generator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "module-component-generator" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/module-component-generator into .opencode/skills/module-component-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "module-component-generator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
module-component-generatorGenerates complete modules and components from interface contracts and specifications.
Module Component Generator is an agent skill from ArabelaTso/Skills-4-SE. Generates complete modules and components from interface contracts and specifications. Use when Claude needs to build larger software components, implement interfaces, create service layers, or generate complete modules with multiple related classes. Supports Python (with type hints and protocols) and Java (with interfaces and abstract classes). Trigger when users request "implement this interface", "generate a module for", "create a service layer", "build a component that implements", or provide interface…
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/documentation-patterns.md`, `references/java-patterns.md` and `references/python-patterns.md`).
It sits in Development, covering Type safety and Design patterns. It works with Python and Java. The repository describes itself as: A curated list of 180+ useful Claude Skills for Software Engineering and resources for customizing AI for SE workflows. The licence is Apache-2.0.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4f38503. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Module Component Generator loads about 2.3k tokens when it runs, and up to ~10k if it reads all its reference files. Until then it costs about 144 tokens; SKILL.md has 941 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from ArabelaTso/Skills-4-SE at commit 4f38503, republished under its Apache-2.0 licence (© ArabelaTso). 941 words, ~2,260 tokens.
.claude/skills/module-component-generator/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Generate complete, production-ready modules and components from interface contracts and specifications.
When a user provides an interface contract or requests a module:
Generate concrete implementations from:
Generate multi-file modules with:
Generate for all code:
When to use:
What to generate:
When to use:
What to generate:
Patterns and conventions:
Protocol for structural typingABC for inheritance-based contractsSee: python-patterns.md for detailed examples
Common structures:
Patterns and conventions:
Objects.requireNonNull() for validationOptional<T> for nullable returnsSee: java-patterns.md for detailed examples
Common structures:
For interfaces/protocols:
For module requests:
Single implementation:
Full module:
For each class:
Code quality standards:
Module level:
Class level:
Method level:
Include:
Separate data access from business logic.
Structure:
Use when: Need to abstract data persistence
Encapsulate business logic in service classes.
Structure:
Use when: Building business logic layer
Provide unified interface to different implementations.
Structure:
Use when: Need to support multiple backends/providers
Encapsulate algorithms/behaviors as interchangeable strategies.
Structure:
Use when: Need runtime algorithm selection
Validation:
Error Handling:
Dependency Injection:
Completeness:
Examples:
Clarity:
Organization:
Modularity:
User: "Implement this DataRepository interface" → Generate single implementation class with all methods
User: "Create a user service module with CRUD operations" → Generate full module: User model, UserRepository, UserService, exceptions
User: "Build a notification system that supports email and SMS" → Generate adapter pattern: NotificationAdapter interface, EmailAdapter, SMSAdapter, factory
User: "Implement this PaymentProcessor abstract class for Stripe" → Generate StripePaymentProcessor extending abstract class
User: "Generate a complete order management module" → Generate full module: Order model, OrderRepository, OrderService, custom exceptions, documentation
User: "Create implementations for these three interfaces" → Generate three implementation classes, each with proper structure
Before delivering generated code, verify:
© ArabelaTso, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files (references) in skills/module-component-generator of ArabelaTso/Skills-4-SE.
Open the folder on GitHubat commit 4f38503
Module Component Generator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Module Component Generator this skillArabelaTso/Skills-4-SE | 253 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Mastering Python SkillSpillwaveSolutions/agent-brain | 119 | — | ~1.4k | Automated safety check: Notes | MIT | |
| Python Patternsaffaan-m/ECC | 275k | — | ~2.3k | Automated safety check: Pass | MIT | |
| Pydantic AIdavila7/claude-code-templates | 32k | 4 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Pydantic AIdiegosouzapw/awesome-omni-skills | 159 | — | ~3.2k | Automated safety check: Pass | MIT | |
| Pydanticaimagnus919/agent-skills | 113 | — | ~4k | Automated safety check: Pass | MIT |
SpillwaveSolutions/agent-brain
Modern Python coaching covering language foundations through advanced production patterns.
affaan-m/ECC
Python-specific design patterns and best practices including protocols, dataclasses, context managers, decorators, async/await, type hints, and package organization.
davila7/claude-code-templates
Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.
diegosouzapw/awesome-omni-skills
PydanticAI — Typed AI Agents in Python workflow skill. An agent skill from diegosouzapw/awesome-omni-skills.
magnus919/agent-skills
Build type-safe AI agents and graph-based workflows with PydanticAI and PydanticGraph.
astral-sh/ruff
A skill your agent uses when a user says "minimize this ty ecosystem change", "reproduce this ecosystem result", "investigate a primer difference", "investigate a mypyprimer difference"…
ArabelaTso/Skills-4-SE
Generate prioritized CVE watchlists and actionable security recommendations for repositories.
ArabelaTso/Skills-4-SE
Automatically migrate Python web applications between frameworks (Flask → FastAPI, Django → FastAPI).
ArabelaTso/Skills-4-SE
Generate test cases using metamorphic testing by applying transformations based on metamorphic properties.
ArabelaTso/Skills-4-SE
Instruments programs to capture execution traces specifically for reproducing reported bugs, enabling consistent replay and diagnosis of failures.
ArabelaTso/Skills-4-SE
Automatically migrate Spring MVC applications to Spring Boot.
ArabelaTso/Skills-4-SE
Instrument programs (Python, C/C++, Java) to capture snapshots of key program states at runtime, including variables, memory, and call stacks.
Categories
Generates complete modules and components from interface contracts and specifications. Module Component Generator is an agent skill from ArabelaTso/Skills-4-SE. Generates complete modules and components from interface contracts and specifications.
Module Component Generator fits situations like: Claude needs to build larger software components; implement interfaces; create service layers; generate complete modules with multiple related classes.
Run `npx skills add ArabelaTso/Skills-4-SE --skill module-component-generator -a claude-code`. Or copy the skill folder (skills/module-component-generator in ArabelaTso/Skills-4-SE) into .claude/skills/module-component-generator in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ArabelaTso/Skills-4-SE --skill module-component-generator -a codex`. Or copy the skill folder (skills/module-component-generator in ArabelaTso/Skills-4-SE) into .agents/skills/module-component-generator in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ArabelaTso/Skills-4-SE --skill module-component-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/module-component-generator, .gemini/skills/module-component-generator, .github/skills/module-component-generator and .opencode/skills/module-component-generator in your project.
SKILL.md names no scripts, command-line tools or credentials: Module Component Generator is instructions for the agent only. Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Module Component Generator is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 8.1k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Module Component Generator: Mastering Python Skill (SpillwaveSolutions/agent-brain, 119 stars), Python Patterns (affaan-m/ECC, 275k stars), Pydantic AI (davila7/claude-code-templates, 32k stars) and Pydantic AI (diegosouzapw/awesome-omni-skills, 159 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ArabelaTso (a GitHub user) maintains it in ArabelaTso/Skills-4-SE, which has 253 GitHub stars. The repository holds 150 skills in this directory. The repository was last updated on August 21, 2026.
Source: ArabelaTso/Skills-4-SE on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.