交叉验证
#86
黄
黄河
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
2024
years_experience
2
estimated_work_start
2024
expected_graduation_start
2046
技能-项目一致性
得分
37
声称技能 (25)
C++
C++11
C++14
C++17
智能指针
RAII
移动语义
STL
Linux
多线程编程
线程池
epoll
I
O复用
GDB
CMake
Git
SVN
设计模式
MySQL
索引
事务机制
分表分库
Python
数据结构
项目中验证 (3)
I
TCP
微服务架构
仅在摘要中 (10)
C++
C++11
Linux
epoll
I
GDB
CMake
Git
SVN
MySQL
无证据 (15)
C++14
C++17
智能指针
RAII
移动语义
STL
多线程编程
线程池
O复用
设计模式
索引
事务机制
分表分库
Python
数据结构
矛盾/可疑信号
skill_project_gap
high
24/35 个声称技能在项目和摘要中均无体现: ['C++14', 'C++17', '智能指针', 'RAII', '移动语义', 'STL', '多线程编程', '线程池']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2024年，经验2.0年，推算开始工作年份与预期毕业年份偏差0年
建议：核实是否有中断、转行或教育经历不完整
skill_platform_contradiction
high
技能/项目经历中平台技术栈与岗位Linux要求不匹配
建议：需面试确认是否有 Linux 经验
技能水平矛盾
Linux
medium
声称：技能列表中声称
证据：项目经历中没有提及 Linux 相关开发
完整原始数据
{
"id": 86,
"mysql_resume_id": 101,
"screening_id": 86,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"C++11",
"C++14",
"C++17",
"智能指针",
"RAII",
"移动语义",
"STL",
"Linux",
"多线程编程",
"线程池",
"epoll",
"I",
"O复用",
"GDB",
"CMake",
"Git",
"SVN",
"设计模式",
"MySQL",
"索引",
"事务机制",
"分表分库",
"Python",
"数据结构"
],
"consistency_score": 37,
"skills_in_summary_only": [
"C++",
"C++11",
"Linux",
"epoll",
"I",
"GDB",
"CMake",
"Git",
"SVN",
"MySQL"
],
"skills_without_evidence": [
"C++14",
"C++17",
"智能指针",
"RAII",
"移动语义",
"STL",
"多线程编程",
"线程池",
"O复用",
"设计模式",
"索引",
"事务机制",
"分表分库",
"Python",
"数据结构"
],
"skills_verified_in_projects": [
"I",
"TCP",
"微服务架构"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2024,
"years_experience": 2,
"estimated_work_start": 2024,
"expected_graduation_start": 2046
},
"salary_location_check": null,
"skill_level_contradictions": [
{
"skill": "Linux",
"claimed": "技能列表中声称",
"project_evidence": "项目经历中没有提及 Linux 相关开发",
"contradiction_severity": "medium"
}
],
"overall_consistency": 37,
"flags": [
{
"type": "skill_project_gap",
"detail": "24\/35 个声称技能在项目和摘要中均无体现: ['C++14', 'C++17', '智能指针', 'RAII', '移动语义', 'STL', '多线程编程', '线程池']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2024年，经验2.0年，推算开始工作年份与预期毕业年份偏差0年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
},
{
"type": "skill_platform_contradiction",
"detail": "技能\/项目经历中平台技术栈与岗位Linux要求不匹配",
"severity": "high",
"suggested_check": "需面试确认是否有 Linux 经验"
}
],
"created_at": "2026-06-29T10:06:52.000000Z",
"resume": {
"id": 101,
"resource_id": 101,
"source_text_sha256": "bed394fd2ee30ad59e67927064bdf29a87167936eb55b2c1df6871e0e43c5d7a",
"candidate_name": "黄河",
"age": 24,
"phone": "15658915758",
"email": "2259234949@qq.com",
"wechat": "",
"location": "",
"highest_degree": "本科",
"school": "上海大学",
"major": "信息工程",
"graduation_year": 2024,
"years_experience": 2,
"current_company": "上海柏楚电子科技股份有限公司",
"current_title": "软件开发工程师",
"skills_json": [
"C++",
"C++11",
"C++14",
"C++17",
"智能指针",
"RAII",
"移动语义",
"STL",
"Linux",
"多线程编程",
"线程池",
"epoll",
"I",
"O复用",
"GDB",
"CMake",
"Git",
"SVN",
"设计模式",
"MySQL",
"索引",
"事务机制",
"分表分库",
"Python",
"数据结构",
"操作系统",
"计算机网络",
"计算机组成原理",
"Boost.Asio",
"gRPC",
"Redis",
"Qt",
"NSIS",
"TCP",
"微服务架构"
],
"summary": "黄河，男，24岁，金华籍，2年工作经验，求职岗位为软件开发工程师。2024年本科毕业于上海大学信息工程专业，GPA 3.18\/4。2024年7月至今任职上海柏楚电子科技股份有限公司软件开发工程师，负责二开平台版本交付、项目落地、公用组件落地和自动化平台构建。掌握C++11\/14\/17、Linux、多线程、epoll、GDB、CMake、Git、SVN、MySQL等技术。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/61f3bb2f7fe9423d_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/61f3bb2f7fe9423d_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T08:14:29.000000Z",
"updated_at": "2026-06-29T08:14:29.000000Z",
"deleted_at": null
},
"screening": {
"id": 86,
"mysql_resume_id": 101,
"candidate_name": "黄河",
"age": 24,
"highest_degree": "本科",
"school": "上海大学",
"years_experience": 2,
"location": "",
"current_company": "上海柏楚电子科技股份有限公司",
"skills": [
"C++",
"C++11",
"C++14",
"C++17",
"智能指针",
"RAII",
"移动语义",
"STL",
"Linux",
"多线程编程",
"线程池",
"epoll",
"I",
"O复用",
"GDB",
"CMake",
"Git",
"SVN",
"设计模式",
"MySQL",
"索引",
"事务机制",
"分表分库",
"Python",
"数据结构"
],
"parse_quality_score": 90,
"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2.0年",
"matched": false,
"evidence": "2.0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": true,
"evidence": "命中关键词(3\/5): linux, gdb, cmake",
"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": "warning",
"redline_linux": "pass",
"redline_location": "unknown",
"redline_single_day_off": "pending_interview",
"match_score": 26,
"hard_all_pass": false,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "24\/35 个声称技能在项目和摘要中均无体现: ['C++14', 'C++17', '智能指针', 'RAII', '移动语义', 'STL', '多线程编程', '线程池']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2024年，经验2.0年，推算开始工作年份与预期毕业年份偏差0年",
"severity": "medium",
"suggested_check": "核实是否有中断、转行或教育经历不完整"
},
{
"type": "skill_platform_contradiction",
"detail": "技能\/项目经历中平台技术栈与岗位Linux要求不匹配",
"severity": "high",
"suggested_check": "需面试确认是否有 Linux 经验"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2024,
"years_experience": 2,
"estimated_work_start": 2024,
"expected_graduation_start": 2046
},
"overall_consistency": 37,
"skill_contradictions": [
{
"skill": "Linux",
"claimed": "技能列表中声称",
"project_evidence": "项目经历中没有提及 Linux 相关开发",
"contradiction_severity": "medium"
}
],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"C++11",
"C++14",
"C++17",
"智能指针",
"RAII",
"移动语义",
"STL",
"Linux",
"多线程编程",
"线程池",
"epoll",
"I",
"O复用",
"GDB",
"CMake",
"Git",
"SVN",
"设计模式",
"MySQL",
"索引",
"事务机制",
"分表分库",
"Python",
"数据结构"
],
"consistency_score": 37,
"skills_in_summary_only": [
"C++",
"C++11",
"Linux",
"epoll",
"I",
"GDB",
"CMake",
"Git",
"SVN",
"MySQL"
],
"skills_without_evidence": [
"C++14",
"C++17",
"智能指针",
"RAII",
"移动语义",
"STL",
"多线程编程",
"线程池",
"O复用",
"设计模式",
"索引",
"事务机制",
"分表分库",
"Python",
"数据结构"
],
"skills_verified_in_projects": [
"I",
"TCP",
"微服务架构"
]
}
},
"screening_verdict": "pending",
"screening_summary": "存在硬性条件不满足或边界情况，需周总决策",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:52.000000Z",
"updated_at": "2026-06-29T10:43:24.000000Z",
"overall_score": "{\"composite\": 60.5, \"stability\": 45, \"pace_match\": 63, \"tech_power\": 57, \"salary_match\": 78, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"tech_borderline\", \"detail\": \"技术力偏低(评分57\/100)，建议技术面重点考察\", \"severity\": \"medium\"}, {\"type\": \"low_stability\", \"detail\": \"稳定性存疑(评分45\/100)\", \"severity\": \"high\"}, {\"type\": \"pace_concern\", \"detail\": \"节奏匹配度偏低(评分63\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending_with_caution",
"score_breakdown": "{\"stability\": {\"score\": 45, \"weight\": 0.25, \"rationale\": \"基于2.0年经验 + 公司判断 + 离职信号\", \"confidence\": \"medium\", \"confidence_note\": \"真正稳定性需面试确认职业规划和跳槽原因\"}, \"pace_match\": {\"score\": 63, \"weight\": 0.2, \"rationale\": \"地点: 未知 + 普通 + 2.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 57, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 2.0年\", \"Linux: 通过\", \"加分: 0\/3\", \"交叉验证一致性: 37%\"], \"rationale\": \"硬性条件匹配 + 经验2.0年 + 3个项目 + 一致性37%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 78, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据2.0年经验+学校+公司+城市推断\", \"confidence\": \"low\"}, \"communication\": {\"score\": 80, \"weight\": 0.05, \"rationale\": \"基于简历文本完整度和结构化程度的代理评估，非真实沟通能力\", \"confidence\": \"low\", \"confidence_note\": \"无法从简历评估真实沟通能力，需技术面验证\"}}"
}
}