Spring Boot
piomin/claude-ai-spring-boot
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.
Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ.
$ npx skills add github/awesome-copilot --skill spring-boot-testing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install github/awesome-copilot spring-boot-testing --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/github/awesome-copilot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/spring-boot-testing .claude/skills/spring-boot-testing && 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 "spring-boot-testing" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/spring-boot-testing into .claude/skills/spring-boot-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-boot-testing", 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/github/awesome-copilot/tree/main/skills/spring-boot-testingType 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 github/awesome-copilot --skill spring-boot-testing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install github/awesome-copilot spring-boot-testing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/spring-boot-testing .agents/skills/spring-boot-testing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "spring-boot-testing" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/spring-boot-testing into .agents/skills/spring-boot-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-boot-testing", 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 github/awesome-copilot --skill spring-boot-testing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install github/awesome-copilot spring-boot-testing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/spring-boot-testing .cursor/skills/spring-boot-testing && 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 "spring-boot-testing" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/spring-boot-testing into .cursor/skills/spring-boot-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-boot-testing", 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/github/awesome-copilot.git --path skills/spring-boot-testing--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 github/awesome-copilot --skill spring-boot-testing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install github/awesome-copilot spring-boot-testing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/spring-boot-testing .gemini/skills/spring-boot-testing && 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 "spring-boot-testing" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/spring-boot-testing into .gemini/skills/spring-boot-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-boot-testing", 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 github/awesome-copilot spring-boot-testingInstalls 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 github/awesome-copilot --skill spring-boot-testing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/spring-boot-testing .github/skills/spring-boot-testing && 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 "spring-boot-testing" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/spring-boot-testing into .github/skills/spring-boot-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-boot-testing", 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 github/awesome-copilot --skill spring-boot-testing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install github/awesome-copilot spring-boot-testing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/awesome-copilot.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/spring-boot-testing .opencode/skills/spring-boot-testing && 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 "spring-boot-testing" agent skill from https://github.com/github/awesome-copilot/tree/main/skills/spring-boot-testing into .opencode/skills/spring-boot-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-boot-testing", 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.
spring-boot-testingExpert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ.
Spring Boot Testing is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ.
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 15 other files, including reference files (for example `references/assertj-basics.md`, `references/assertj-collections.md` and `references/context-caching.md`).
It sits in Backend & APIs, covering Backend development. It works with Spring Boot and JUnit. The repository describes itself as: Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 727ff2e. 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 (its code samples are java and xml).
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.
Spring Boot Testing loads about 1.7k tokens when it runs, and up to ~19k if it reads all its reference files. Until then it costs about 39 tokens; SKILL.md has 461 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 github/awesome-copilot at commit 727ff2e, republished under its MIT licence (© github). 461 words, ~1,664 tokens.
.claude/skills/spring-boot-testing/SKILL.md (or your agent's skills folder). This skill also uses 14 other files; get the full folder from GitHub.This skill provides expert guide for testing Spring Boot 4 applications with modern patterns and best practices.
| Scenario | Annotation | Reference |
|---|---|---|
| Controller + HTTP semantics | @WebMvcTest | references/webmvctest.md |
| Repository + JPA queries | @DataJpaTest | references/datajpatest.md |
| REST client + external APIs | @RestClientTest | references/restclienttest.md |
| JSON (de)serialization | @JsonTest | references/test-slices-overview.md |
| Full application | @SpringBootTest | references/test-slices-overview.md |
Testing a controller endpoint?
Yes → @WebMvcTest with MockMvcTester
Testing repository queries?
Yes → @DataJpaTest with Testcontainers (real DB)
Testing business logic in service?
Yes → Plain JUnit + Mockito (no Spring context)
Testing external API client?
Yes → @RestClientTest with MockRestServiceServer
Testing JSON mapping?
Yes → @JsonTest
Need full integration test?
Yes → @SpringBootTest with minimal context configWhen a method or class is too complex to test effectively:
Example of refactoring recommendation:
// Before: Complex method hard to test
public Order processOrder(OrderRequest request) {
// Validation, discount calculation, payment, inventory, notification...
// 50+ lines of mixed concerns
}
// After: Refactored into testable units
public Order processOrder(OrderRequest request) {
validateOrder(request);
var order = createOrder(request);
applyDiscount(order);
processPayment(order);
updateInventory(order);
sendNotification(order);
return order;
}Create helper methods for commonly used objects and mock setup to enhance readability and maintainability.
Use descriptive display names to clarify test intent:
@Test
@DisplayName("Should calculate discount for VIP customer")
void shouldCalculateDiscountForVip() { }
@Test
@DisplayName("Should reject order when customer has insufficient credit")
void shouldRejectOrderForInsufficientCredit() { }Always structure tests in this order:
Write tests with real production scenarios in mind. This makes tests more relatable and helps understand code behavior in actual production cases.
Aim for 80% code coverage as a practical balance between quality and effort. Higher coverage is beneficial but not the only goal.
Use Jacoco maven plugin for coverage reporting and tracking.
Coverage Rules:
What to Prioritize:
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-test</artifactId>
<scope>test</scope>
</dependency>
<!-- For WebMvc tests -->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-webmvc-test</artifactId>
<scope>test</scope>
</dependency>
<!-- For Testcontainers -->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-testcontainers</artifactId>
<scope>test</scope>
</dependency>© github, MIT. 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 14 other files (references) in skills/spring-boot-testing of github/awesome-copilot.
Open the folder on GitHubat commit 727ff2e
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in github/awesome-copilot, which our catalogue first saw on October 7, 2026.
Spring Boot Testing 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 |
|---|---|---|---|---|---|---|
| Spring Boot Testing this skillgithub/awesome-copilot | 40k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Spring Bootpiomin/claude-ai-spring-boot | 1.3k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Java ArchitectJeffallan/claude-skills | 12k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Spring Boot Test Patternsgiuseppe-trisciuoglio/developer-kit | 355 | — | ~2.3k | Automated safety check: Notes | MIT | |
| Java Rulessoftspark/ai-toolkit | 179 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Springboot TDDaffaan-m/ECC | 274k | 3 repos | ~813 | Automated safety check: Pass | MIT |
piomin/claude-ai-spring-boot
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.
Jeffallan/claude-skills
Builds Spring Boot 3.x services on Java 21 with domain-driven design, WebFlux, JPA tuning and Spring Security using OAuth2 and JWT, verified by Maven or Gradle builds.
giuseppe-trisciuoglio/developer-kit
Provides comprehensive testing patterns for Spring Boot applications covering unit, integration, slice, and container-based testing with JUnit 5, Mockito, Testcontainers, and performance optimization.
softspark/ai-toolkit
Java coding rules: style, patterns, security, testing. An agent skill from softspark/ai-toolkit.
affaan-m/ECC
使用JUnit 5、Mockito、MockMvc、Testcontainers和JaCoCo进行Spring Boot的测试驱动开发。适用于添加功能、修复错误或重构时。
affaan-m/ECC
Desarrollo guiado por pruebas para Spring Boot usando JUnit 5, Mockito, MockMvc, Testcontainers y JaCoCo.
github/awesome-copilot
Maps an unfamiliar codebase into seven evidence-backed documents in docs/codebase/, using a scan script and templates, for onboarding or architecture write-ups.
github/awesome-copilot
Designs Azure infrastructure from a natural-language description, or diagrams an existing resource group, then refines the design through conversation and deploys it with Bicep.
github/awesome-copilot
Generates, edits and validates draw.io files with correct mxGraph XML, covering flowcharts, architecture, sequence, ER and UML class diagrams.
github/awesome-copilot
Cleans raw credit data and screens variables before loan modeling, dropping unstable, noisy or redundant features and writing an Excel report of every step.
github/awesome-copilot
Builds a warm, browser-based daily focus board the user updates by talking to their agent, with Eisenhower priorities, a brain-dump box and kind not-today carryover.
github/awesome-copilot
End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI.
Works with
Categories
Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ. Spring Boot Testing is an agent skill from github/awesome-copilot, published by the product's own GitHub organization. Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ.
Spring Boot Testing fits situations like: tasks that involve Backend development.
Run `npx skills add github/awesome-copilot --skill spring-boot-testing -a claude-code`. Or copy the skill folder (skills/spring-boot-testing in github/awesome-copilot) into .claude/skills/spring-boot-testing in your project. Claude Code loads it when a task matches its description.
Run `npx skills add github/awesome-copilot --skill spring-boot-testing -a codex`. Or copy the skill folder (skills/spring-boot-testing in github/awesome-copilot) into .agents/skills/spring-boot-testing 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 github/awesome-copilot --skill spring-boot-testing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/spring-boot-testing, .gemini/skills/spring-boot-testing, .github/skills/spring-boot-testing and .opencode/skills/spring-boot-testing in your project.
SKILL.md names no scripts, command-line tools or credentials: Spring Boot Testing is instructions for the agent only.
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.
Spring Boot Testing is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.7k 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 17k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Spring Boot Testing: Spring Boot (piomin/claude-ai-spring-boot, 1.3k stars), Java Architect (Jeffallan/claude-skills, 12k stars), Spring Boot Test Patterns (giuseppe-trisciuoglio/developer-kit, 355 stars) and Java Rules (softspark/ai-toolkit, 179 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
github (a GitHub organization, an official publisher) maintains it in github/awesome-copilot, which has 39,748 GitHub stars. The repository holds 417 skills in this directory. The repository was last updated on October 7, 2026.
Source: github/awesome-copilot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.