交叉验证
#53
庞
庞孟超
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
2021
years_experience
5
estimated_work_start
2021
expected_graduation_start
2043
技能-项目一致性
得分
27
声称技能 (25)
C
C++
Python
Linux
系统软件开发
网络协议处理
威胁检测引擎
Linux进程
Linux线程
Linux信号
Linux内存管理
多进程架构设计
多线程架构设计
锁竞争问题定位
CPU异常占用定位
线程模型问题定位
TCP
IP
UDP协议栈
事件驱动模型
应用层协议解析
状态机实现
gdb
perf
ASAN
项目中验证 (4)
VMware
威胁检测引擎
动态库加载
虚拟化部署
仅在摘要中 (7)
C
C++
Python
Linux
网络协议处理
gdb
perf
无证据 (15)
系统软件开发
Linux进程
Linux线程
Linux信号
Linux内存管理
多进程架构设计
多线程架构设计
锁竞争问题定位
CPU异常占用定位
线程模型问题定位
TCP
IP
UDP协议栈
事件驱动模型
应用层协议解析
矛盾/可疑信号
skill_project_gap
high
30/40 个声称技能在项目和摘要中均无体现: ['系统软件开发', 'Linux进程', 'Linux线程', 'Linux信号', 'Linux内存管理', '多进程架构设计', '多线程架构设计', '锁竞争问题定位']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2021年，经验5.0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
完整原始数据
{
"id": 53,
"mysql_resume_id": 96,
"screening_id": 53,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Python",
"Linux",
"系统软件开发",
"网络协议处理",
"威胁检测引擎",
"Linux进程",
"Linux线程",
"Linux信号",
"Linux内存管理",
"多进程架构设计",
"多线程架构设计",
"锁竞争问题定位",
"CPU异常占用定位",
"线程模型问题定位",
"TCP",
"IP",
"UDP协议栈",
"事件驱动模型",
"应用层协议解析",
"状态机实现",
"gdb",
"perf",
"ASAN"
],
"consistency_score": 27,
"skills_in_summary_only": [
"C",
"C++",
"Python",
"Linux",
"网络协议处理",
"gdb",
"perf"
],
"skills_without_evidence": [
"系统软件开发",
"Linux进程",
"Linux线程",
"Linux信号",
"Linux内存管理",
"多进程架构设计",
"多线程架构设计",
"锁竞争问题定位",
"CPU异常占用定位",
"线程模型问题定位",
"TCP",
"IP",
"UDP协议栈",
"事件驱动模型",
"应用层协议解析"
],
"skills_verified_in_projects": [
"VMware",
"威胁检测引擎",
"动态库加载",
"虚拟化部署"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2021,
"years_experience": 5,
"estimated_work_start": 2021,
"expected_graduation_start": 2043
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 27,
"flags": [
{
"type": "skill_project_gap",
"detail": "30\/40 个声称技能在项目和摘要中均无体现: ['系统软件开发', 'Linux进程', 'Linux线程', 'Linux信号', 'Linux内存管理', '多进程架构设计', '多线程架构设计', '锁竞争问题定位']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2021年，经验5.0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"
}
],
"created_at": "2026-06-29T10:06:34.000000Z",
"resume": {
"id": 96,
"resource_id": 96,
"source_text_sha256": "d9e4423e0e470740885ed24d540f76c9777a4016c93c8d37cd1876129f194bf0",
"candidate_name": "庞孟超",
"age": null,
"phone": "18438607130",
"email": "1013172781@qq.com",
"wechat": "",
"location": "",
"highest_degree": "硕士",
"school": "华中科技大学",
"major": "电子通信工程",
"graduation_year": 2021,
"years_experience": 5,
"current_company": "山石网科",
"current_title": "软件研发工程师",
"skills_json": [
"C",
"C++",
"Python",
"Linux",
"系统软件开发",
"网络协议处理",
"威胁检测引擎",
"Linux进程",
"Linux线程",
"Linux信号",
"Linux内存管理",
"多进程架构设计",
"多线程架构设计",
"锁竞争问题定位",
"CPU异常占用定位",
"线程模型问题定位",
"TCP",
"IP",
"UDP协议栈",
"事件驱动模型",
"应用层协议解析",
"状态机实现",
"gdb",
"perf",
"ASAN",
"oprofile",
"线上性能定位",
"疑难问题定位",
"git",
"svn",
"make",
"cmake",
"高性能网络处理",
"行为状态机建模",
"长连接特征分析",
"动态库加载",
"高并发",
"高吞吐",
"虚拟化部署",
"VMware"
],
"summary": "庞孟超，硕士毕业于华中科技大学电子通信工程专业，本科毕业于河南科技大学电子科学与技术专业。具备5年Linux下C\/C++开发经验，曾任山石网科软件研发工程师，方向包括系统软件、网络安全、网络协议处理和威胁检测引擎。参与或负责反弹Shell检测、IoT协议解析框架、BDS虚拟化部署等工作，使用C\/C++、Python、Linux、多进程、多线程、状态机、动态库、gdb、perf等技术和工具。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/3bd5d9ef3ccae3f8_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/3bd5d9ef3ccae3f8_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T08:10:30.000000Z",
"updated_at": "2026-06-29T08:10:30.000000Z",
"deleted_at": null
},
"screening": {
"id": 53,
"mysql_resume_id": 96,
"candidate_name": "庞孟超",
"age": null,
"highest_degree": "硕士",
"school": "华中科技大学",
"years_experience": 5,
"location": "",
"current_company": "山石网科",
"skills": [
"C",
"C++",
"Python",
"Linux",
"系统软件开发",
"网络协议处理",
"威胁检测引擎",
"Linux进程",
"Linux线程",
"Linux信号",
"Linux内存管理",
"多进程架构设计",
"多线程架构设计",
"锁竞争问题定位",
"CPU异常占用定位",
"线程模型问题定位",
"TCP",
"IP",
"UDP协议栈",
"事件驱动模型",
"应用层协议解析",
"状态机实现",
"gdb",
"perf",
"ASAN"
],
"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": "硕士",
"severity": "must"
},
"check_experience": {
"label": "经验年限",
"detail": "要求≥3.0年，实际5.0年",
"matched": true,
"evidence": "5.0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": "pass",
"redline_linux": "pass",
"redline_location": "unknown",
"redline_single_day_off": "pending_interview",
"match_score": 50,
"hard_all_pass": true,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "30\/40 个声称技能在项目和摘要中均无体现: ['系统软件开发', 'Linux进程', 'Linux线程', 'Linux信号', 'Linux内存管理', '多进程架构设计', '多线程架构设计', '锁竞争问题定位']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2021年，经验5.0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"
}
],
"is_noise": false,
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2021,
"years_experience": 5,
"estimated_work_start": 2021,
"expected_graduation_start": 2043
},
"overall_consistency": 27,
"skill_contradictions": [],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C",
"C++",
"Python",
"Linux",
"系统软件开发",
"网络协议处理",
"威胁检测引擎",
"Linux进程",
"Linux线程",
"Linux信号",
"Linux内存管理",
"多进程架构设计",
"多线程架构设计",
"锁竞争问题定位",
"CPU异常占用定位",
"线程模型问题定位",
"TCP",
"IP",
"UDP协议栈",
"事件驱动模型",
"应用层协议解析",
"状态机实现",
"gdb",
"perf",
"ASAN"
],
"consistency_score": 27,
"skills_in_summary_only": [
"C",
"C++",
"Python",
"Linux",
"网络协议处理",
"gdb",
"perf"
],
"skills_without_evidence": [
"系统软件开发",
"Linux进程",
"Linux线程",
"Linux信号",
"Linux内存管理",
"多进程架构设计",
"多线程架构设计",
"锁竞争问题定位",
"CPU异常占用定位",
"线程模型问题定位",
"TCP",
"IP",
"UDP协议栈",
"事件驱动模型",
"应用层协议解析"
],
"skills_verified_in_projects": [
"VMware",
"威胁检测引擎",
"动态库加载",
"虚拟化部署"
]
}
},
"screening_verdict": "pending",
"screening_summary": "硬性条件通过但匹配度偏低(50%)，需人工判断",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:34.000000Z",
"updated_at": "2026-06-29T10:43:07.000000Z",
"overall_score": "{\"composite\": 70.5, \"stability\": 60, \"pace_match\": 66, \"tech_power\": 75, \"salary_match\": 80, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"stability_concern\", \"detail\": \"稳定性偏低(评分60\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 60, \"weight\": 0.25, \"rationale\": \"基于5.0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\": 66, \"weight\": 0.2, \"rationale\": \"地点: 未知 + 普通 + 5.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 75, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 5.0年\", \"Linux: 通过\", \"加分: 0\/3\", \"交叉验证一致性: 27%\"], \"rationale\": \"硬性条件匹配 + 经验5.0年 + 4个项目 + 一致性27%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 80, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据5.0年经验+学校+公司+城市推断\", \"confidence\": \"low\"}, \"communication\": {\"score\": 75, \"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\"}}"
}
}