Dotnet Backend Patterns
wshobson/agents
Master C/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.
Provides patterns for unit testing Spring Cache annotations (@Cacheable, @CachePut, @CacheEvict).
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill unit-test-caching -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit unit-test-caching --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/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/developer-kit-java/skills/unit-test-caching .claude/skills/unit-test-caching && 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 "unit-test-caching" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/unit-test-caching into .claude/skills/unit-test-caching/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unit-test-caching", 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/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/unit-test-cachingType 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 giuseppe-trisciuoglio/developer-kit --skill unit-test-caching -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit unit-test-caching --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/developer-kit-java/skills/unit-test-caching .agents/skills/unit-test-caching && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "unit-test-caching" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/unit-test-caching into .agents/skills/unit-test-caching/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unit-test-caching", 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 giuseppe-trisciuoglio/developer-kit --skill unit-test-caching -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit unit-test-caching --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/developer-kit-java/skills/unit-test-caching .cursor/skills/unit-test-caching && 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 "unit-test-caching" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/unit-test-caching into .cursor/skills/unit-test-caching/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unit-test-caching", 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/giuseppe-trisciuoglio/developer-kit.git --path plugins/developer-kit-java/skills/unit-test-caching--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 giuseppe-trisciuoglio/developer-kit --skill unit-test-caching -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit unit-test-caching --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/developer-kit-java/skills/unit-test-caching .gemini/skills/unit-test-caching && 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 "unit-test-caching" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/unit-test-caching into .gemini/skills/unit-test-caching/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unit-test-caching", 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 giuseppe-trisciuoglio/developer-kit unit-test-cachingInstalls 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 giuseppe-trisciuoglio/developer-kit --skill unit-test-caching -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/developer-kit-java/skills/unit-test-caching .github/skills/unit-test-caching && 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 "unit-test-caching" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/unit-test-caching into .github/skills/unit-test-caching/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unit-test-caching", 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 giuseppe-trisciuoglio/developer-kit --skill unit-test-caching -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit unit-test-caching --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/developer-kit-java/skills/unit-test-caching .opencode/skills/unit-test-caching && 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 "unit-test-caching" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/unit-test-caching into .opencode/skills/unit-test-caching/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "unit-test-caching", 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.
unit-test-cachingProvides patterns for unit testing Spring Cache annotations (@Cacheable, @CachePut, @CacheEvict).
Unit Test Caching is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides patterns for unit testing Spring Cache annotations (@Cacheable, @CachePut, @CacheEvict). Generates test code that mocks cache managers, verifies cache hit/miss behavior, tests cache key generation with SpEL expressions, validates eviction strategies, and checks conditional caching scenarios. Triggers: caching tests, test Spring cache, mock cache, Spring Boot caching, cache hit/miss verification, @Cacheable testing.
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Backend & APIs, covering Caching, Unit testing and Backend development. It works with Spring Boot. The repository describes itself as: Modular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI. The licence is MIT.
8 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit fe73fb3. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteBashGlobGrepFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are java, xml and kotlin).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
docs.spring.ioFrom 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.
Unit Test Caching loads about 2.9k tokens when it runs. Until then it costs about 111 tokens; SKILL.md has 392 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 noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Write, Bash, Glob, GrepAutomated 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 giuseppe-trisciuoglio/developer-kit at commit fe73fb3, republished under its MIT licence (© giuseppe-trisciuoglio). 392 words, ~2,903 tokens.
.claude/skills/unit-test-caching/SKILL.md (or your agent's skills folder).This skill provides patterns for unit testing Spring caching annotations (@Cacheable, @CacheEvict, @CachePut) without full Spring context. It covers cache hits/misses, invalidation, key generation, and conditional caching using in-memory ConcurrentMapCacheManager.
@Cacheable method behavior@CacheEvict cache invalidation works correctly@CachePut cache updatesunless/condition parametersConcurrentMapCacheManager for tests@BeforeEachtimes(n) assertions to confirm cache behavior@CacheEvict, verify repository called again on next readunless (null results) and condition (parameter-based)Validation checkpoints:
@EnableCaching annotation presentthis calls)@Cacheable(key="...") expression<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-cache</artifactId>
</dependency>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-test</artifactId>
<scope>test</scope>
</dependency>dependencies {
implementation("org.springframework.boot:spring-boot-starter-cache")
testImplementation("org.springframework.boot:spring-boot-starter-test")
}@Cacheable (Cache Hit/Miss)// Service
@Service
public class UserService {
private final UserRepository userRepository;
public UserService(UserRepository userRepository) {
this.userRepository = userRepository;
}
@Cacheable("users")
public User getUserById(Long id) {
return userRepository.findById(id).orElse(null);
}
}
// Test
class UserServiceCachingTest {
private UserRepository userRepository;
private UserService userService;
@BeforeEach
void setUp() {
userRepository = mock(UserRepository.class);
userService = new UserService(userRepository);
}
@Test
void shouldCacheUserAfterFirstCall() {
User user = new User(1L, "Alice");
when(userRepository.findById(1L)).thenReturn(Optional.of(user));
// First call - hits database
User firstCall = userService.getUserById(1L);
// Second call - hits cache
User secondCall = userService.getUserById(1L);
assertThat(firstCall).isEqualTo(secondCall);
verify(userRepository, times(1)).findById(1L); // Only once due to cache
}
@Test
void shouldInvokeRepositoryOnCacheMiss() {
when(userRepository.findById(1L)).thenReturn(Optional.of(new User(1L, "Bob")));
userService.getUserById(1L);
userService.getUserById(1L);
verify(userRepository, times(2)).findById(1L); // No caching occurred
}
}@CacheEvict// Service
@Service
public class ProductService {
private final ProductRepository productRepository;
public ProductService(ProductRepository productRepository) {
this.productRepository = productRepository;
}
@Cacheable("products")
public Product getProductById(Long id) {
return productRepository.findById(id).orElse(null);
}
@CacheEvict("products")
public void deleteProduct(Long id) {
productRepository.deleteById(id);
}
}
// Test
class ProductCacheEvictTest {
private ProductRepository productRepository;
private ProductService productService;
@BeforeEach
void setUp() {
productRepository = mock(ProductRepository.class);
productService = new ProductService(productRepository);
}
@Test
void shouldEvictProductFromCacheWhenDeleted() {
Product product = new Product(1L, "Laptop", 999.99);
when(productRepository.findById(1L)).thenReturn(Optional.of(product));
productService.getProductById(1L); // Cache the product
productService.deleteProduct(1L); // Evict from cache
// Repository called again after eviction
productService.getProductById(1L);
verify(productRepository, times(2)).findById(1L);
}
@Test
void shouldClearAllEntriesWithAllEntriesTrue() {
Product product1 = new Product(1L, "Laptop", 999.99);
Product product2 = new Product(2L, "Mouse", 29.99);
when(productRepository.findById(anyLong())).thenAnswer(i ->
Optional.of(new Product(i.getArgument(0), "Product", 10.0)));
productService.getProductById(1L);
productService.getProductById(2L);
// Use reflection or clear() on ConcurrentMapCache
productService.clearAllProducts();
productService.getProductById(1L);
productService.getProductById(2L);
verify(productRepository, times(4)).findById(anyLong());
}
}@CachePut@Service
public class OrderService {
private final OrderRepository orderRepository;
public OrderService(OrderRepository orderRepository) {
this.orderRepository = orderRepository;
}
@Cacheable("orders")
public Order getOrder(Long id) {
return orderRepository.findById(id).orElse(null);
}
@CachePut(value = "orders", key = "#order.id")
public Order updateOrder(Order order) {
return orderRepository.save(order);
}
}
class OrderCachePutTest {
private OrderRepository orderRepository;
private OrderService orderService;
@BeforeEach
void setUp() {
orderRepository = mock(OrderRepository.class);
orderService = new OrderService(orderRepository);
}
@Test
void shouldUpdateCacheWhenOrderIsUpdated() {
Order original = new Order(1L, "Pending", 100.0);
Order updated = new Order(1L, "Shipped", 100.0);
when(orderRepository.findById(1L)).thenReturn(Optional.of(original));
when(orderRepository.save(updated)).thenReturn(updated);
orderService.getOrder(1L);
orderService.updateOrder(updated);
// Next call returns updated version from cache
Order cachedOrder = orderService.getOrder(1L);
assertThat(cachedOrder.getStatus()).isEqualTo("Shipped");
}
}@Service
public class DataService {
private final DataRepository dataRepository;
public DataService(DataRepository dataRepository) {
this.dataRepository = dataRepository;
}
// Don't cache null results
@Cacheable(value = "data", unless = "#result == null")
public Data getData(Long id) {
return dataRepository.findById(id).orElse(null);
}
// Only cache when id > 0
@Cacheable(value = "users", condition = "#id > 0")
public User getUser(Long id) {
return dataRepository.findById(id).map(u -> new User(u.getId(), u.getName())).orElse(null);
}
}
class ConditionalCachingTest {
@Test
void shouldNotCacheNullResults() {
DataRepository dataRepository = mock(DataRepository.class);
when(dataRepository.findById(999L)).thenReturn(Optional.empty());
DataService service = new DataService(dataRepository);
service.getData(999L);
service.getData(999L);
verify(dataRepository, times(2)).findById(999L); // Called twice - no caching
}
@Test
void shouldNotCacheWhenConditionIsFalse() {
DataRepository dataRepository = mock(DataRepository.class);
when(dataRepository.findById(-1L)).thenReturn(Optional.of(new Data(-1L, "Test")));
DataService service = new DataService(dataRepository);
service.getUser(-1L);
service.getUser(-1L);
verify(dataRepository, times(2)).findById(-1L); // Condition "#id > 0" = false
}
}@Service
public class InventoryService {
private final InventoryRepository inventoryRepository;
public InventoryService(InventoryRepository inventoryRepository) {
this.inventoryRepository = inventoryRepository;
}
// Compound key: productId-warehouseId
@Cacheable(value = "inventory", key = "#productId + '-' + #warehouseId")
public InventoryItem getInventory(Long productId, Long warehouseId) {
return inventoryRepository.findByProductAndWarehouse(productId, warehouseId);
}
}
class CacheKeyTest {
@Test
void shouldUseCorrectCacheKeyForDifferentCombinations() {
InventoryRepository repository = mock(InventoryRepository.class);
InventoryItem item = new InventoryItem(1L, 1L, 100);
when(repository.findByProductAndWarehouse(1L, 1L)).thenReturn(item);
InventoryService service = new InventoryService(repository);
// Same key: "1-1" - should cache
service.getInventory(1L, 1L);
service.getInventory(1L, 1L); // Cache hit
verify(repository, times(1)).findByProductAndWarehouse(1L, 1L);
// Different key: "2-1" - cache miss
service.getInventory(2L, 1L); // Cache miss
verify(repository, times(2)).findByProductAndWarehouse(any(), any());
}
}verify(mock, times(n)) to assert cache behaviorConcurrentMapCacheManager: Fast, no external dependencies@CacheEvict actually invalidates cached data@Cacheable requires proxy: Direct method calls (this.method()) bypass caching - use dependency injectionunless = "#result == null" to exclude@CachePut always executes: Unlike @Cacheable, it always runs the methodConcurrentMapCacheManager is thread-safe; distributed caches may require additional config| Issue | Solution |
|---|---|
| Cache not working | Verify @EnableCaching on test config |
| Proxy bypass | Use autowired/constructor injection, not direct this calls |
| Key mismatch | Log cache key with cache.getNativeKey() to debug SpEL |
| Flaky tests | Clear cache in @BeforeEach before each test |
© giuseppe-trisciuoglio, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in plugins/developer-kit-java/skills/unit-test-caching of giuseppe-trisciuoglio/developer-kit.
Open the folder on GitHubat commit fe73fb3
Unit Test Caching 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 |
|---|---|---|---|---|---|---|
| Unit Test Caching this skillgiuseppe-trisciuoglio/developer-kit | 357 | — | ~2.9k | Automated safety check: Notes | MIT | |
| Dotnet Backend Patternswshobson/agents | 40k | 8 repos | ~6.6k | Automated safety check: Pass | MIT | |
| Springboot Patternsaffaan-m/ECC | 277k | 5 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Flowfile Debugging PlaybookEdwardvaneechoud/Flowfile | 389 | — | ~6.3k | Automated safety check: Pass | MIT | |
| Multi Tenancyrrezartprebreza/spring-boot-skills | 301 | — | ~576 | Automated safety check: Pass | MIT | |
| Spring Data Redisrrezartprebreza/spring-boot-skills | 301 | — | ~1.6k | Automated safety check: Pass | MIT |
wshobson/agents
Master C/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.
affaan-m/ECC
Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging.
Edwardvaneechoud/Flowfile
Symptom-to-cause triage playbook for Flowfile (core/worker/kernel/frontend/AI) — covers "no such table" DB cascades (two distinct causes), import-time Alembic migration corruption, silent…
rrezartprebreza/spring-boot-skills
A skill your agent uses when implementing tenant resolution, database or schema isolation, tenant-aware JPA, reactive tenant context, migrations, caching, jobs, or authorization in Spring Boot 3.
rrezartprebreza/spring-boot-skills
A skill your agent uses when implementing caching, session storage, rate limiting, or any Redis integration.
davila7/claude-code-templates
Plan and build production-ready FastAPI endpoints with async SQLAlchemy, Pydantic v2 models, dependency injection for auth, and pytest tests.
giuseppe-trisciuoglio/developer-kit
Generates complete CRUD modules for NestJS applications with Drizzle ORM.
giuseppe-trisciuoglio/developer-kit
Provides patterns to configure Spring Boot Actuator for production-grade monitoring, health probes, secured management endpoints, and Micrometer metrics across JVM services.
giuseppe-trisciuoglio/developer-kit
Provides and generates complete CRUD workflows for Spring Boot 3 services.
giuseppe-trisciuoglio/developer-kit
Provides JWT authentication and authorization patterns for Spring Boot 3.5.x covering token generation with JJWT, Bearer/cookie authentication, database/OAuth2 integration, and RBAC/permission-based…
giuseppe-trisciuoglio/developer-kit
Provides advanced AWS CLI patterns for managing EC2, Lambda, S3, DynamoDB, RDS, VPC, IAM, and CloudWatch.
giuseppe-trisciuoglio/developer-kit
Posts review findings from a JSON file as inline comments on a GitHub Pull Request, attaching each comment to its file and line.
Works with
Categories
Provides patterns for unit testing Spring Cache annotations (@Cacheable, @CachePut, @CacheEvict). Unit Test Caching is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides patterns for unit testing Spring Cache annotations (@Cacheable, @CachePut, @CacheEvict).
Unit Test Caching fits situations like: tasks that involve Caching; tasks that involve Unit testing; tasks that involve Backend development.
Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill unit-test-caching -a claude-code`. Or copy the skill folder (plugins/developer-kit-java/skills/unit-test-caching in giuseppe-trisciuoglio/developer-kit) into .claude/skills/unit-test-caching in your project. Claude Code loads it when a task matches its description.
Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill unit-test-caching -a codex`. Or copy the skill folder (plugins/developer-kit-java/skills/unit-test-caching in giuseppe-trisciuoglio/developer-kit) into .agents/skills/unit-test-caching 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 giuseppe-trisciuoglio/developer-kit --skill unit-test-caching -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/unit-test-caching, .gemini/skills/unit-test-caching, .github/skills/unit-test-caching and .opencode/skills/unit-test-caching in your project.
SKILL.md names no scripts, command-line tools or credentials: Unit Test Caching is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Bash, Glob, Grep.
SKILL.md names 1 domain. As links in the text: docs.spring.io. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Unit Test Caching is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.9k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Unit Test Caching: Dotnet Backend Patterns (wshobson/agents, 40k stars), Springboot Patterns (affaan-m/ECC, 277k stars), Flowfile Debugging Playbook (Edwardvaneechoud/Flowfile, 389 stars) and Multi Tenancy (rrezartprebreza/spring-boot-skills, 301 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
giuseppe-trisciuoglio (a GitHub user) maintains it in giuseppe-trisciuoglio/developer-kit, which has 357 GitHub stars. The repository holds 115 skills in this directory. The repository was last updated on September 10, 2026.
Source: giuseppe-trisciuoglio/developer-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.