16gagent/docs/reports/benchmark-report.md

Domain Benchmark Report

Generated: 2026-06-05T07:36:27.230Z System: project-intake-agent → architecture-agent → frontend-builder → backend-builder → fullstack-composer

Summary

Metric	Value
Total Domains	10
Frontend Generated	10/10
Backend Generated	10/10
Fullstack Composed	10/10
Frontend Build PASS	10/10
Backend Typecheck PASS	10/10
CRUD PASS	10/10
Auth PASS	10/10

Timing

Phase	Avg Time
RequirementPackage	0.1s
Frontend Builder	0.1s
Backend Builder	0.1s
Fullstack Composer	0.1s
Total Pipeline	20.1s

Files Generated

Layer	Avg Files
Frontend	31
Backend	25
Fullstack	67

Domain Results

Domain	FE Gen	BE Gen	FS Gen	FE Build	BE Typecheck	CRUD	Auth	Total Files	Time
petcare	✅	✅	✅	✅	✅	✅	✅	138	16.8s
crm	✅	✅	✅	✅	✅	✅	✅	120	19.0s
inventory	✅	✅	✅	✅	✅	✅	✅	140	16.3s
ticket	✅	✅	✅	✅	✅	✅	✅	138	14.7s
blog-cms	✅	✅	✅	✅	✅	✅	✅	112	16.6s
project-mgmt	✅	✅	✅	✅	✅	✅	✅	102	15.6s
hr	✅	✅	✅	✅	✅	✅	✅	138	15.4s
asset	✅	✅	✅	✅	✅	✅	✅	102	18.1s
course	✅	✅	✅	✅	✅	✅	✅	134	39.1s
appointment	✅	✅	✅	✅	✅	✅	✅	102	29.8s

Detailed Results

petcare

Input: "做一个宠物护理管理平台，宠物主人可以管理宠物档案、健康日程、日常记录和成长相册" Project: PetCare | Domain: pet

Frontend

✅ 37 files generated

Backend

✅ 26 files generated

Fullstack

✅ 75 files generated

Build

✅ Frontend build: PASS ✅ Backend typecheck: PASS

API

Endpoint	Status
Health	✅
Register	✅
Login	✅
Me	✅
Create	✅
Read	✅
Update	✅
Delete	✅

crm

Input: "做一个客户关系管理系统，支持客户管理、销售漏斗、跟进记录和数据分析仪表盘" Project: NoteApp | Domain: note

Frontend

✅ 28 files generated

Backend

✅ 26 files generated

Fullstack

✅ 66 files generated

Build

✅ Frontend build: PASS ✅ Backend typecheck: PASS

API

Endpoint	Status
Health	✅
Register	✅
Login	✅
Me	✅
Create	✅
Read	✅
Update	✅
Delete	✅

inventory

Input: "做一个库存管理系统，支持商品入库出库、库存盘点、供应商管理和库存预警" Project: ShopApp | Domain: ecommerce

Frontend

✅ 35 files generated

Backend

✅ 29 files generated

Fullstack

✅ 76 files generated

Build

✅ Frontend build: PASS ✅ Backend typecheck: PASS

API

Endpoint	Status
Health	✅
Register	✅
Login	✅
Me	✅
Create	✅
Read	✅
Update	✅
Delete	✅

ticket

Input: "做一个工单系统，支持工单创建、分配、处理流程、优先级管理和工单归档" Project: OAFlow | Domain: enterprise

Frontend

✅ 34 files generated

Backend

✅ 29 files generated

Fullstack

✅ 75 files generated

Build

✅ Frontend build: PASS ✅ Backend typecheck: PASS

API

Endpoint	Status
Health	✅
Register	✅
Login	✅
Me	✅
Create	✅
Read	✅
Update	✅
Delete	✅

blog-cms

Input: "做一个博客内容管理系统，支持文章发布、分类标签、评论管理和媒体库" Project: SocialApp | Domain: social

Frontend

✅ 30 files generated

Backend

✅ 20 files generated

Fullstack

✅ 62 files generated

Build

✅ Frontend build: PASS ✅ Backend typecheck: PASS

API

Endpoint	Status
Health	✅
Register	✅
Login	✅
Me	✅
Create	✅
Read	✅
Update	✅
Delete	✅

project-mgmt

Input: "做一个项目管理系统，支持项目看板、任务分配、甘特图和团队协作" Project: MyProject | Domain: generic

Frontend

✅ 25 files generated

Backend

✅ 20 files generated

Fullstack

✅ 57 files generated

Build

✅ Frontend build: PASS ✅ Backend typecheck: PASS

API

Endpoint	Status
Health	✅
Register	✅
Login	✅
Me	✅
Create	✅
Read	✅
Update	✅
Delete	✅

hr

Input: "做一个人力资源管理系统，支持员工档案、考勤管理、招聘流程和绩效评估" Project: OAFlow | Domain: enterprise

Frontend

✅ 34 files generated

Backend

✅ 29 files generated

Fullstack

✅ 75 files generated

Build

✅ Frontend build: PASS ✅ Backend typecheck: PASS

API

Endpoint	Status
Health	✅
Register	✅
Login	✅
Me	✅
Create	✅
Read	✅
Update	✅
Delete	✅

asset

Input: "做一个固定资产管理系统，支持资产登记、领用归还、折旧计算和盘点统计" Project: MyProject | Domain: generic

Frontend

✅ 25 files generated

Backend

✅ 20 files generated

Fullstack

✅ 57 files generated

Build

✅ Frontend build: PASS ✅ Backend typecheck: PASS

API

Endpoint	Status
Health	✅
Register	✅
Login	✅
Me	✅
Create	✅
Read	✅
Update	✅
Delete	✅

course

Input: "做一个在线课程管理系统，支持课程发布、章节管理、学员进度和作业批改" Project: EduPlatform | Domain: education

Frontend

✅ 32 files generated

Backend

✅ 29 files generated

Fullstack

✅ 73 files generated

Build

✅ Frontend build: PASS ✅ Backend typecheck: PASS

API

Endpoint	Status
Health	✅
Register	✅
Login	✅
Me	✅
Create	✅
Read	✅
Update	✅
Delete	✅

appointment

Input: "做一个预约管理系统，支持服务项目、时间段预约、客户通知和预约统计" Project: MyProject | Domain: generic

Frontend

✅ 25 files generated

Backend

✅ 20 files generated

Fullstack

✅ 57 files generated

Build

✅ Frontend build: PASS ✅ Backend typecheck: PASS

API

Endpoint	Status
Health	✅
Register	✅
Login	✅
Me	✅
Create	✅
Read	✅
Update	✅
Delete	✅

Failure Analysis

✅ All domains passed all checks!

Pattern Analysis

Best Performing Domains

Domain	Score	Key Strength
petcare	13/13	pet
crm	13/13	note
inventory	13/13	ecommerce

Weakest Domains

Domain	Score	Key Issue
appointment	13/13	—
course	13/13	—
asset	13/13	—

Domain Type Analysis

Domain Type	Count	Avg Score
pet	1	NaN
note	1	NaN
ecommerce	1	NaN
enterprise	2	NaN
social	1	NaN
generic	3	NaN
education	1	NaN

Required Fixes

P0 — Critical

✅ No critical issues found.

P1 — High

✅ No high-priority issues found.

P2 — Medium

✅ No medium-priority issues found.

Conclusion

⚠️ 0/10 domains fully passed.

The pipeline shows partial generalization. 10 domains need fixes before the system can be considered a truly general Web Fullstack Generator.

Electron Builder should wait until fixes above are addressed.

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Report generated by Domain Benchmark Suite