Mall4j
gz-yami/mall4j
Mall4j 开源版现有功能副驾驶:本地启动、mall4v/mall4m/mall4uni、商品/SKU、购物车、下单支付、订单发货、会员、运费、权限、部署排查。适用于下载 mall4j / yami-shop 后按现有功能使用或二次开发;不要编造开源版没有的能力。
为 mfish-nocode-pro 项目集成 Flowable 工作流审批能力,包括注册 FlowKey、实体审批状态字段、Service 启动/撤回流程、Controller 审批回调接口、Feign 回调接口注册五个步骤的完整代码模板。当用户说"带工作流审批"、"发布审核流程"、"集成工作流"、"审批回调"时使用此 skill。
$ npx skills add mfish-qf/mfish-nocode --skill workflow-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mfish-qf/mfish-nocode workflow-audit --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/mfish-qf/mfish-nocode.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/workflow-audit .claude/skills/workflow-audit && 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 "workflow-audit" agent skill from https://github.com/mfish-qf/mfish-nocode/tree/main/.codex/skills/workflow-audit into .claude/skills/workflow-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-audit", 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/mfish-qf/mfish-nocode/tree/main/.codex/skills/workflow-auditType 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 mfish-qf/mfish-nocode --skill workflow-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mfish-qf/mfish-nocode workflow-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mfish-qf/mfish-nocode.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/workflow-audit .agents/skills/workflow-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "workflow-audit" agent skill from https://github.com/mfish-qf/mfish-nocode/tree/main/.codex/skills/workflow-audit into .agents/skills/workflow-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-audit", 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 mfish-qf/mfish-nocode --skill workflow-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mfish-qf/mfish-nocode workflow-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mfish-qf/mfish-nocode.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/workflow-audit .cursor/skills/workflow-audit && 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 "workflow-audit" agent skill from https://github.com/mfish-qf/mfish-nocode/tree/main/.codex/skills/workflow-audit into .cursor/skills/workflow-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-audit", 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/mfish-qf/mfish-nocode.git --path .codex/skills/workflow-audit--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 mfish-qf/mfish-nocode --skill workflow-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mfish-qf/mfish-nocode workflow-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mfish-qf/mfish-nocode.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/workflow-audit .gemini/skills/workflow-audit && 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 "workflow-audit" agent skill from https://github.com/mfish-qf/mfish-nocode/tree/main/.codex/skills/workflow-audit into .gemini/skills/workflow-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-audit", 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 mfish-qf/mfish-nocode workflow-auditInstalls 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 mfish-qf/mfish-nocode --skill workflow-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mfish-qf/mfish-nocode.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/workflow-audit .github/skills/workflow-audit && 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 "workflow-audit" agent skill from https://github.com/mfish-qf/mfish-nocode/tree/main/.codex/skills/workflow-audit into .github/skills/workflow-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-audit", 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 mfish-qf/mfish-nocode --skill workflow-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mfish-qf/mfish-nocode workflow-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mfish-qf/mfish-nocode.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/workflow-audit .opencode/skills/workflow-audit && 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 "workflow-audit" agent skill from https://github.com/mfish-qf/mfish-nocode/tree/main/.codex/skills/workflow-audit into .opencode/skills/workflow-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow-audit", 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.
workflow-audit为 mfish-nocode-pro 项目集成 Flowable 工作流审批能力,包括注册 FlowKey、实体审批状态字段、Service 启动/撤回流程、Controller 审批回调接口、Feign 回调接口注册五个步骤的完整代码模板。当用户说"带工作流审批"、"发布审核流程"、"集成工作流"、"审批回调"时使用此 skill。
Workflow Audit is an agent skill from mfish-qf/mfish-nocode. 为 mfish-nocode-pro 项目集成 Flowable 工作流审批能力,包括注册 FlowKey、实体审批状态字段、Service 启动/撤回流程、Controller 审批回调接口、Feign 回调接口注册五个步骤的完整代码模板。当用户说"带工作流审批"、"发布审核流程"、"集成工作流"、"审批回调"时使用此 skill。
Its SKILL.md is about 2.3k 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. It works with Spring Boot. The repository describes itself as: 摸鱼低代码平台,是一款致力于让开发像摸鱼一样轻松的低代码/无代码平台。首创微服务单体服务一体化架构。基于SpringBoot4、Spring Ai、Vue3等最新前后端技术栈。已用于多个成熟项目,学习和实战两不误。我们希望打破技术门槛,让程序员和非程序员都能快速构建业务系统,提升效率,释放创造力。 The licence is Apache-2.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 664fc6b. 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).
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.
Workflow Audit loads about 2.3k tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 265 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 mfish-qf/mfish-nocode at commit 664fc6b, republished under its Apache-2.0 licence (© mfish-qf). 265 words, ~2,328 tokens.
.claude/skills/workflow-audit/SKILL.md (or your agent's skills folder).适用于需要发布/审核流程的业务模块(如大屏发布、内容审核等),在标准 CRUD 基础上叠加工作流能力。
| 组件 | 说明 |
|---|---|
FlowableParam<T> | 启动工作流参数:key(流程定义key)、id(业务id)、prefix(回调URL前缀)、callback(回调Feign接口全路径) |
FlowKey 枚举 | 流程定义key枚举,新业务须在此注册,路径:mf-api/mf-workflow-api/.../FlowKey.java |
RemoteAuditApi<T> | 审批回调接口,Controller 需实现 approved/rejected/canceled 三个方法 |
WorkflowCompleteResult | 回调结果体:processInstanceId、comment、eventName |
RemoteWorkflowService | Feign 客户端,用于启动/删除流程实例 |
| auditState 值 | 含义 | 触发时机 |
|---|---|---|
0 | 审核中 | 发布提交时设置 |
1 | 已通过 | approved 回调时设置 |
2 | 未通过 | rejected 回调时设置 |
null | 已取消 | canceled 回调时设置 |
在 FlowKey.java 枚举中添加新流程定义 key:
// mf-api/mf-workflow-api/src/main/java/cn/com/mfish/common/workflow/api/enums/FlowKey.java
新业务名称 ("xxx_release"), // key 需与 BPMN 文件中的 process id 一致@Schema(description = "审核状态 null 未发布 0 审核中 1 已通过 2 未通过")
private Integer auditState;注意:实体类必须添加完整的 Swagger 注解:
@Schema(description = "描述信息", name = "类名")@Schema(description = "字段描述")import cn.com.mfish.common.core.constants.RPCConstants;
import cn.com.mfish.common.core.entity.WorkflowCompleteResult;
import cn.com.mfish.common.core.exception.MyRuntimeException;
import cn.com.mfish.common.core.web.Result;
import cn.com.mfish.common.workflow.api.entity.FlowableParam;
import cn.com.mfish.common.workflow.api.enums.FlowKey;
import cn.com.mfish.common.workflow.api.remote.RemoteWorkflowService;
import jakarta.annotation.Resource;
import org.springframework.transaction.annotation.Transactional;
@Service
public class {类名}ServiceImpl extends ServiceImpl<{类名}Mapper, {类名}> implements {类名}Service {
@Resource
RemoteWorkflowService remoteWorkflowService;
/** 发布(新增并启动工作流) */
@Override
@Transactional
public Result<{类名}> insert{类名}({类名} entity) {
// 业务唯一性校验:避免重复发布
if (baseMapper.exists(new LambdaQueryWrapper<{类名}>()
.eq({类名}::getSourceId, entity.getSourceId()))) {
throw new MyRuntimeException("错误:已存在,不能重复发布!");
}
entity.setAuditState(0);
if (save(entity)) {
startProcess(entity);
return Result.ok(entity, "{中文名称}-发布成功!");
}
return Result.fail(entity, "错误:{中文名称}-发布失败!");
}
/** 撤回(删除记录并撤销工作流) */
@Override
@Transactional
public Result<Boolean> delete{类名}(String id) {
{类名} entity = getById(id);
if (entity == null) {
return Result.ok(false, "错误:记录不存在!");
}
if (remove(new LambdaQueryWrapper<{类名}>().eq({类名}::getId, id))) {
Result<String> result = remoteWorkflowService.delProcessByBusinessKey(
RPCConstants.INNER, entity.getId(), "用户撤回");
if (!result.isSuccess()) {
throw new MyRuntimeException(result.getMsg());
}
return Result.ok(true, "撤回成功!");
}
return Result.fail(false, "错误:撤回失败!");
}
/** 审批回调:更新审批状态 */
@Override
public Result<String> audit(String id, Integer auditState, WorkflowCompleteResult result) {
{类名} entity = baseMapper.selectById(id);
if (entity == null) throw new MyRuntimeException("错误:记录不存在!");
entity.setAuditState(auditState);
if (!updateById(entity)) throw new MyRuntimeException("错误:审批操作异常!");
return Result.ok(id, "审批操作成功!");
}
/** 启动工作流 */
private void startProcess({类名} entity) {
Result<String> result = remoteWorkflowService.startProcess(RPCConstants.INNER,
new FlowableParam<String>()
.setKey(FlowKey.{对应枚举}.toString())
.setId(entity.getId()) // 业务id 作为 businessKey
.setPrefix("{回调URL前缀}") // Controller @RequestMapping 路径(不含 /)
.setCallback("{Feign接口全路径}") // 例如:cn.com.mfish.xxx.api.remote.RemoteXxxService
);
if (!result.isSuccess()) throw new MyRuntimeException(result.getMsg());
}
}工作流引擎审批完成后,通过 Feign 回调这三个接口,无需 @RequiresPermissions:
import cn.com.mfish.common.core.entity.WorkflowCompleteResult;
// 追加到现有 Controller 末尾
@PostMapping("/approved/{id}")
public Result<String> approved(
@PathVariable String id,
@RequestBody WorkflowCompleteResult result) {
return {变量名}Service.audit(id, 1, result);
}
@PostMapping("/rejected/{id}")
public Result<String> rejected(
@PathVariable String id,
@RequestBody WorkflowCompleteResult result) {
return {变量名}Service.audit(id, 2, result);
}
@PostMapping("/canceled/{id}")
public Result<String> canceled(
@PathVariable String id,
@RequestBody WorkflowCompleteResult result) {
return {变量名}Service.audit(id, null, result);
}在 mf-api/mf-xxx-api 模块中定义回调 Feign 接口,继承 RemoteAuditApi<String>:
import cn.com.mfish.common.core.entity.RemoteAuditApi;
@FeignClient(
contextId = "remote{类名}Service",
value = ServiceConstants.XXX_SERVICE,
fallbackFactory = Remote{类名}FallBack.class
)
public interface Remote{类名}Service extends RemoteAuditApi<String> {
// 其他跨服务调用方法...
}
FlowableParam.callback填写此接口的全路径类名FlowableParam.prefix填写 Controller 的@RequestMapping路径(不含/)
prefix 与 Controller @RequestMapping 必须一致,回调 URL 拼接规则:/{prefix}/approved/{id}auditState=1 的记录禁止直接编辑,需先撤回sourceId 或业务唯一键检查是否已存在记录remoteWorkflowService.delProcessByBusinessKey(...) 删除工作流实例audit(String id, Integer auditState, WorkflowCompleteResult result) 方法MyRuntimeException 处理import cn.com.mfish.common.core.exception.MyRuntimeException;// 记录不存在
if (entity == null) {
throw new MyRuntimeException("错误:记录不存在!");
}
// 重复发布校验
if (baseMapper.exists(new LambdaQueryWrapper<Entity>()
.eq(Entity::getSourceId, sourceId))) {
throw new MyRuntimeException("错误:已存在,不能重复发布!");
}
// 审批状态校验
if (!"approved".equals(entity.getAuditState())) {
throw new MyRuntimeException("错误:审批状态不正确!");
}"错误:" 开头,便于前端统一处理和识别RuntimeException 或其他自定义异常return Result.fail(false, "错误:流程配置不正确," + e.getMessage()); ❌return Result.fail(false, "错误:流程配置不正确,请检查流程设计是否完整且符合规范"); ✅log.error() 记录到日志文件中,便于开发人员排查try {
// 业务逻辑
BpmnConverter.convertToBpmn(...);
} catch (Exception e) {
// 详细异常信息记录到日志
log.error("流程格式化失败:{}", e.getMessage(), e);
// 返回给前端的是友好的提示信息
return Result.fail(false, "错误:流程配置不正确,请检查流程设计是否完整且符合规范");
}mf-api 下提供独立 Feign 回调接口模块(例如 mf-demo-api),接口继承 RemoteAuditApi<T>,并提供 fallbackFactory。FlowableParam.callback 必须填写 API 模块中的 Feign 接口全限定名(不要填写业务模块本地类路径)。mf-common/mf-common-api,Bean 名与 Feign contextId 对应(如 remoteDemoLeaveApplyService)。mf-common-api 通过依赖 API 模块实现解耦,不直接依赖 mf-business;如需调用业务方法,优先通过 Spring 容器按 Bean 名调用。mf-demo-api 创建后,必须同步加入根 pom.xml 的 dependencyManagement,避免子模块遗漏版本管理。BootDemoLeaveApplyService 禁止通过反射获取 demoLeaveApplyService,应改为依赖注入 DemoLeaveApplyService。DemoLeaveApplyService 直接下沉到 mf-common(例如 mf-common-demo),不要再额外拆分 DemoLeaveApplyAuditService。mf-common-api -> mf-common-demo、mf-business -> mf-common-demo,并为后续 Feign 扩展预留统一服务接口。mf-common-demo 的 pom.xml 默认仅引入:
<dependency><groupId>com.baomidou</groupId><artifactId>mybatis-plus-spring</artifactId></dependency>。mybatis-plus-annotation、mybatis-plus-extension、fastexcel;仅在确有直接编译依赖时再按最小集补充。mf-common。© mfish-qf, 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
Just SKILL.md in .codex/skills/workflow-audit of mfish-qf/mfish-nocode.
Open the folder on GitHubat commit 664fc6b
Workflow Audit 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 |
|---|---|---|---|---|---|---|
| Workflow Audit this skillmfish-qf/mfish-nocode | 747 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Mall4jgz-yami/mall4j | 5.3k | — | ~640 | Automated safety check: Notes | AGPL-3.0 | |
| Spring Bootpiomin/claude-ai-spring-boot | 1.3k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Dr Jskilljdubois/dr-jskill | 342 | — | ~4.6k | Automated safety check: Notes | Apache-2.0 | |
| Gsgo-spring/go-spring | 1.8k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| WxJava Integration Guidebinarywang/WxJava | 33k | — | ~123 | Automated safety check: Pass | Apache-2.0 |
gz-yami/mall4j
Mall4j 开源版现有功能副驾驶:本地启动、mall4v/mall4m/mall4uni、商品/SKU、购物车、下单支付、订单发货、会员、运费、权限、部署排查。适用于下载 mall4j / yami-shop 后按现有功能使用或二次开发;不要编造开源版没有的能力。
piomin/claude-ai-spring-boot
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.
jdubois/dr-jskill
Creates Java + Spring Boot projects: Web applications, full-stack apps with Vue.js or Angular or React or vanilla JS, PostgreSQL, REST APIs, and Docker.
go-spring/go-spring
Go-Spring 项目研发托管入口:一句话诉求经 规划(Plan)→ 执行(Execute)→ 交付(Settle)循环,从工具集(起骨架/加接口/重生成/接组件/补测试)中选取组合并落地。在 Go-Spring 项目中开展任一研发任务时触发;由 Plan 判定是否接管,超范围时放手。
binarywang/WxJava
Plans a WxJava setup for Java, Spring Boot or Solon projects that call WeChat services, from module and BOM choice to config and a minimal working call.
apache/grails-core
Guides building Grails web applications and REST APIs with GORM, controllers, services, views, plugins and Spock and Geb testing.
mfish-qf/mfish-nocode
为 mfish-nocode-pro 项目生成标准增删改查(CRUD)代码,包括 Entity、Req、Mapper、Service、ServiceImpl、Controller 六层结构。当用户说"帮我生成增删改查"、"新增一个模块"、"生成CRUD代码"时使用此 skill。
mfish-qf/mfish-nocode
为 mfish-nocode-pro 项目前端(Vue3 + TypeScript)生成标准增删改查页面代码,包括 Model、API、data、index.vue、Modal、ViewModal 六个文件。当用户说"帮我生成前端增删改查"、"新增前端页面"、"生成前端CRUD"时使用此 skill。
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为 mfish-nocode-pro 项目集成 Flowable 工作流审批能力,包括注册 FlowKey、实体审批状态字段、Service 启动/撤回流程、Controller 审批回调接口、Feign 回调接口注册五个步骤的完整代码模板。当用户说"带工作流审批"、"发布审核流程"、"集成工作流"、"审批回调"时使用此 skill。. Workflow Audit is an agent skill from mfish-qf/mfish-nocode.
Workflow Audit fits situations like: backend & APIs work in your project.
Run `npx skills add mfish-qf/mfish-nocode --skill workflow-audit -a claude-code`. Or copy the skill folder (.codex/skills/workflow-audit in mfish-qf/mfish-nocode) into .claude/skills/workflow-audit in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mfish-qf/mfish-nocode --skill workflow-audit -a codex`. Or copy the skill folder (.codex/skills/workflow-audit in mfish-qf/mfish-nocode) into .agents/skills/workflow-audit 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 mfish-qf/mfish-nocode --skill workflow-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/workflow-audit, .gemini/skills/workflow-audit, .github/skills/workflow-audit and .opencode/skills/workflow-audit in your project.
SKILL.md names no scripts, command-line tools or credentials: Workflow Audit 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.
Workflow Audit 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 9.3k 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 Workflow Audit: Mall4j (gz-yami/mall4j, 5.3k stars), Spring Boot (piomin/claude-ai-spring-boot, 1.3k stars), Dr Jskill (jdubois/dr-jskill, 342 stars) and Gs (go-spring/go-spring, 1.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
mfish-qf (a GitHub user) maintains it in mfish-qf/mfish-nocode, which has 747 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on September 15, 2026.
Source: mfish-qf/mfish-nocode on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.