交叉验证
#8
周
周剑鑫
学历-经验时间线
gap_years
1
timeline_ok
是
graduation_year
2026
years_experience
1
estimated_work_start
2025
expected_graduation_start
2048
技能-项目一致性
得分
34
声称技能 (25)
C++
Golang
STL
C++11
GC 原理
内存管理
数据结构
跳表
TCP
UDP
IP
HTTP
网络通信模型
MySQL
索引
Redis
Kafka
令牌桶
LRU-K
Gocache
LPM 位图匹配算法
MCP-Server
ISAPI
Socket
MD5
噪声技能 (11)
GPM 调度器
BST 树
B+树
搜索算法
贪心算法
MVCC
事务
日志
锁
robfig
cron
项目中验证 (4)
zookeeper
HTTP
protobuf
C++
仅在摘要中 (6)
C++
Golang
MySQL
Redis
Kafka
MCP-Server
无证据 (15)
STL
C++11
GC 原理
内存管理
数据结构
跳表
TCP
UDP
IP
HTTP
网络通信模型
索引
令牌桶
LRU-K
Gocache
矛盾/可疑信号
skill_noise
medium
技能列表含 11 个非技能词汇: ['GPM 调度器', 'BST 树', 'B+树', '搜索算法', '贪心算法', 'MVCC', '事务', '日志']
建议：regex 解析噪声，建议 LLM 二次解析
skill_project_gap
high
21/29 个声称技能在项目和摘要中均无体现: ['STL', 'C++11', 'GC 原理', '内存管理', '数据结构', '跳表', 'TCP', 'UDP']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2026年，经验1.0年，推算开始工作年份与预期毕业年份偏差1年
建议：核实是否有中断、转行或教育经历不完整
完整原始数据
{
"id": 8,
"mysql_resume_id": 15,
"screening_id": 8,
"skill_project_consistency": {
"noisy_skills": [
"GPM 调度器",
"BST 树",
"B+树",
"搜索算法",
"贪心算法",
"MVCC",
"事务",
"日志",
"锁",
"robfig",
"cron"
],
"claimed_skills": [
"C++",
"Golang",
"STL",
"C++11",
"GC 原理",
"内存管理",
"数据结构",
"跳表",
"TCP",
"UDP",
"IP",
"HTTP",
"网络通信模型",
"MySQL",
"索引",
"Redis",
"Kafka",
"令牌桶",
"LRU-K",
"Gocache",
"LPM 位图匹配算法",
"MCP-Server",
"ISAPI",
"Socket",
"MD5"
],
"consistency_score": 34,
"skills_in_summary_only": [
"C++",
"Golang",
"MySQL",
"Redis",
"Kafka",
"MCP-Server"
],
"skills_without_evidence": [
"STL",
"C++11",
"GC 原理",
"内存管理",
"数据结构",
"跳表",
"TCP",
"UDP",
"IP",
"HTTP",
"网络通信模型",
"索引",
"令牌桶",
"LRU-K",
"Gocache"
],
"skills_verified_in_projects": [
"zookeeper",
"HTTP",
"protobuf",
"C++"
]
},
"education_timeline": {
"gap_years": 1,
"timeline_ok": true,
"graduation_year": 2026,
"years_experience": 1,
"estimated_work_start": 2025,
"expected_graduation_start": 2048
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 34,
"flags": [
{
"type": "skill_noise",
"detail": "技能列表含 11 个非技能词汇: ['GPM 调度器', 'BST 树', 'B+树', '搜索算法', '贪心算法', 'MVCC', '事务', '日志']",
"severity": "medium",
"suggested_check": "regex 解析噪声，建议 LLM 二次解析"
},
{
"type": "skill_project_gap",
"detail": "21\/29 个声称技能在项目和摘要中均无体现: ['STL', 'C++11', 'GC 原理', '内存管理', '数据结构', '跳表', 'TCP', 'UDP']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2026年，经验1.0年，推算开始工作年份与预期毕业年份偏差1年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"created_at": "2026-06-28T12:16:12.000000Z",
"resume": {
"id": 15,
"resource_id": 15,
"source_text_sha256": "907b84ab3dfb0b204d6797697cee46150edb9e2e5e44b24c23550bb863ded1ff",
"candidate_name": "周剑鑫",
"age": null,
"phone": "15529499660",
"email": "zhouyidie618@gmail.com",
"wechat": "15529499660",
"location": "",
"highest_degree": "本科",
"school": "西安邮电大学",
"major": "通信工程",
"graduation_year": 2026,
"years_experience": 1,
"current_company": "腾讯科技有限公司",
"current_title": "后台开发实习生",
"skills_json": [
"C++",
"Golang",
"STL",
"C++11",
"GPM 调度器",
"GC 原理",
"内存管理",
"数据结构",
"BST 树",
"B+树",
"跳表",
"搜索算法",
"贪心算法",
"TCP",
"UDP",
"IP",
"HTTP",
"网络通信模型",
"MySQL",
"索引",
"MVCC",
"事务",
"日志",
"锁",
"Redis",
"Kafka",
"robfig",
"cron",
"令牌桶",
"LRU-K",
"Gocache",
"LPM 位图匹配算法",
"MCP-Server",
"ISAPI",
"Socket",
"MD5",
"ROS2",
"protobuf",
"yaml-cpp",
"zookeeper"
],
"summary": "周剑鑫，西安邮电大学通信工程专业本科，预计2026年毕业。曾在腾讯科技有限公司担任后台开发实习生，参与云业务配置对账、任务调度、限流、选主、缓存、过滤器和 MCP-Server 提效工具开发；曾在杭州海康威视数字技术股份有限公司担任软件开发实习生，参与摄像头控制、状态监控、机器人通信等功能。项目经历包括 Linux 下 C++ 高性能服务器网络框架和协程库开发，技能涉及 C++、Golang、MySQL、Redis、Kafka、网络协议等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/80fbd938aad75028_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/80fbd938aad75028_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-26T02:09:51.000000Z",
"updated_at": "2026-06-27T14:01:52.000000Z",
"deleted_at": null
},
"screening": {
"id": 8,
"mysql_resume_id": 15,
"candidate_name": "周剑鑫",
"age": null,
"highest_degree": "本科",
"school": "西安邮电大学",
"years_experience": 1,
"location": "",
"current_company": "腾讯科技有限公司",
"skills": [
"C++",
"Golang",
"STL",
"C++11",
"GC 原理",
"内存管理",
"数据结构",
"跳表",
"TCP",
"UDP",
"IP",
"HTTP",
"网络通信模型",
"MySQL",
"索引",
"Redis",
"Kafka",
"令牌桶",
"LRU-K",
"Gocache",
"LPM 位图匹配算法",
"MCP-Server",
"ISAPI",
"Socket",
"MD5"
],
"parse_quality_score": 80,
"parser_version": "resume-parser-v1.1+codex",
"llm_enhanced": true,
"check_education": {
"label": "学历",
"detail": "学历要求≥本科",
"matched": true,
"evidence": "本科",
"severity": "must"
},
"check_experience": {
"label": "经验年限",
"detail": "要求≥3.0年，实际1.0年",
"matched": false,
"evidence": "1.0年",
"severity": "must"
},
"check_core_skill_linux": {
"label": "核心技能",
"detail": "核心技能：精通Linux开发环境",
"matched": false,
"evidence": "命中关键词(1\/5): linux",
"severity": "must"
},
"bonus_arm": {
"label": "加分项",
"detail": "加分项：ARM架构经验",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"bonus_image": {
"label": "加分项",
"detail": "加分项：图像处理\/计算机视觉",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"bonus_driver": {
"label": "加分项",
"detail": "加分项：驱动开发经验",
"matched": false,
"evidence": "未命中",
"severity": "bonus"
},
"redline_education": "pass",
"redline_experience": "fail",
"redline_linux": "weak",
"redline_location": "unknown",
"redline_single_day_off": "pending_interview",
"match_score": 3,
"hard_all_pass": false,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_noise",
"detail": "技能列表含 11 个非技能词汇: ['GPM 调度器', 'BST 树', 'B+树', '搜索算法', '贪心算法', 'MVCC', '事务', '日志']",
"severity": "medium",
"suggested_check": "regex 解析噪声，建议 LLM 二次解析"
},
{
"type": "skill_project_gap",
"detail": "21\/29 个声称技能在项目和摘要中均无体现: ['STL', 'C++11', 'GC 原理', '内存管理', '数据结构', '跳表', 'TCP', 'UDP']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2026年，经验1.0年，推算开始工作年份与预期毕业年份偏差1年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 1,
"timeline_ok": true,
"graduation_year": 2026,
"years_experience": 1,
"estimated_work_start": 2025,
"expected_graduation_start": 2048
},
"overall_consistency": 34,
"skill_contradictions": [],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [
"GPM 调度器",
"BST 树",
"B+树",
"搜索算法",
"贪心算法",
"MVCC",
"事务",
"日志",
"锁",
"robfig",
"cron"
],
"claimed_skills": [
"C++",
"Golang",
"STL",
"C++11",
"GC 原理",
"内存管理",
"数据结构",
"跳表",
"TCP",
"UDP",
"IP",
"HTTP",
"网络通信模型",
"MySQL",
"索引",
"Redis",
"Kafka",
"令牌桶",
"LRU-K",
"Gocache",
"LPM 位图匹配算法",
"MCP-Server",
"ISAPI",
"Socket",
"MD5"
],
"consistency_score": 34,
"skills_in_summary_only": [
"C++",
"Golang",
"MySQL",
"Redis",
"Kafka",
"MCP-Server"
],
"skills_without_evidence": [
"STL",
"C++11",
"GC 原理",
"内存管理",
"数据结构",
"跳表",
"TCP",
"UDP",
"IP",
"HTTP",
"网络通信模型",
"索引",
"令牌桶",
"LRU-K",
"Gocache"
],
"skills_verified_in_projects": [
"zookeeper",
"HTTP",
"protobuf",
"C++"
]
}
},
"screening_verdict": "reject",
"screening_summary": "经验严重不足（要求≥3年，实际1.0年，不足50%），触发 experience_minimum 红线",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-28T12:16:12.000000Z",
"updated_at": "2026-06-28T12:17:39.000000Z"
}
}