交叉验证
#46
蒋
蒋伟强
学历-经验时间线
gap_years
1
timeline_ok
是
graduation_year
2023
years_experience
4
estimated_work_start
2022
expected_graduation_start
2045
技能-项目一致性
得分
66
声称技能 (25)
C++
C++11
多线程
Python
Qt Widget
Qt Quick
UI与C++交互编程
C#
WPF
MVVM
设计模式
Git
Jira
功能测试案例编写
Bug排查
Windows开发环境
Linux开发环境
跨平台开发
文档编写
MFC
Qml
HTTP
FTP
ActiveMQ
TCP
项目中验证 (10)
HTTP
Qml
私有协议
MVVM
MFC
WIFI
蓝牙
VISA
在线更新
WPF
仅在摘要中 (10)
C++
C++11
多线程
Qt Widget
WPF
Git
Jira
跨平台开发
MFC
HTTP
无证据 (15)
Python
Qt Quick
UI与C++交互编程
C#
MVVM
设计模式
功能测试案例编写
Bug排查
Windows开发环境
Linux开发环境
文档编写
Qml
FTP
ActiveMQ
TCP
矛盾/可疑信号
skill_project_gap
high
18/33 个声称技能在项目和摘要中均无体现: ['Python', 'Qt Quick', 'UI与C++交互编程', 'C#', 'MVVM', '设计模式', '功能测试案例编写', 'Bug排查']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2023年，经验4.0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": 46,
"mysql_resume_id": 88,
"screening_id": 46,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"C++11",
"多线程",
"Python",
"Qt Widget",
"Qt Quick",
"UI与C++交互编程",
"C#",
"WPF",
"MVVM",
"设计模式",
"Git",
"Jira",
"功能测试案例编写",
"Bug排查",
"Windows开发环境",
"Linux开发环境",
"跨平台开发",
"文档编写",
"MFC",
"Qml",
"HTTP",
"FTP",
"ActiveMQ",
"TCP"
],
"consistency_score": 66,
"skills_in_summary_only": [
"C++",
"C++11",
"多线程",
"Qt Widget",
"WPF",
"Git",
"Jira",
"跨平台开发",
"MFC",
"HTTP"
],
"skills_without_evidence": [
"Python",
"Qt Quick",
"UI与C++交互编程",
"C#",
"MVVM",
"设计模式",
"功能测试案例编写",
"Bug排查",
"Windows开发环境",
"Linux开发环境",
"文档编写",
"Qml",
"FTP",
"ActiveMQ",
"TCP"
],
"skills_verified_in_projects": [
"HTTP",
"Qml",
"私有协议",
"MVVM",
"MFC",
"WIFI",
"蓝牙",
"VISA",
"在线更新",
"WPF"
]
},
"education_timeline": {
"gap_years": 1,
"timeline_ok": true,
"graduation_year": 2023,
"years_experience": 4,
"estimated_work_start": 2022,
"expected_graduation_start": 2045
},
"salary_location_check": null,
"skill_level_contradictions": null,
"overall_consistency": 66,
"flags": [
{
"type": "skill_project_gap",
"detail": "18\/33 个声称技能在项目和摘要中均无体现: ['Python', 'Qt Quick', 'UI与C++交互编程', 'C#', 'MVVM', '设计模式', '功能测试案例编写', 'Bug排查']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2023年，经验4.0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": "2026-06-29T10:06:32.000000Z",
"resume": {
"id": 88,
"resource_id": 88,
"source_text_sha256": "bbf50b101804ce29492adc4f7a080a0f02a7cdcbed4c092f5241457f26c4586b",
"target_role": "C++",
"candidate_name": "蒋伟强",
"age": null,
"phone": "13150075984",
"email": "1687145462@qq.com",
"wechat": "",
"location": "江苏省苏州市",
"highest_degree": "本科",
"school": "陇东学院",
"major": "电子信息工程",
"graduation_year": 2023,
"years_experience": 4,
"current_company": "苏州清听声学科技有限公司",
"current_title": "C++软件工程师",
"skills_json": [
"C++",
"C++11",
"多线程",
"Python",
"Qt Widget",
"Qt Quick",
"UI与C++交互编程",
"C#",
"WPF",
"MVVM",
"设计模式",
"Git",
"Jira",
"功能测试案例编写",
"Bug排查",
"Windows开发环境",
"Linux开发环境",
"跨平台开发",
"文档编写",
"MFC",
"Qml",
"HTTP",
"FTP",
"ActiveMQ",
"TCP",
"VISA",
"串口协议",
"私有协议",
"FFmpeg",
"SDK集成",
"在线更新",
"WIFI",
"蓝牙"
],
"summary": "蒋伟强，本科毕业于陇东学院电子信息工程专业，2023年毕业。2022年9月至今在苏州清听声学科技有限公司任C++软件工程师，负责上位机软件、测试工具开发、文档整理、需求调研、实施维护、客户问题处理、产品测试协助及产线测试人员培训。熟悉C++、C++11、多线程、Qt Widget\/Quick、WPF、MFC、Linux\/Windows跨平台开发、Git、Jira、HTTP、VISA、FFmpeg等。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/3bc963ef11ae1f4a_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/3bc963ef11ae1f4a_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T08:02:08.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 46,
"mysql_resume_id": 88,
"candidate_name": "蒋伟强",
"age": null,
"highest_degree": "本科",
"school": "陇东学院",
"years_experience": 4,
"location": "江苏省苏州市",
"current_company": "苏州清听声学科技有限公司",
"skills": [
"C++",
"C++11",
"多线程",
"Python",
"Qt Widget",
"Qt Quick",
"UI与C++交互编程",
"C#",
"WPF",
"MVVM",
"设计模式",
"Git",
"Jira",
"功能测试案例编写",
"Bug排查",
"Windows开发环境",
"Linux开发环境",
"跨平台开发",
"文档编写",
"MFC",
"Qml",
"HTTP",
"FTP",
"ActiveMQ",
"TCP"
],
"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4.0年",
"matched": true,
"evidence": "4.0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": "pass",
"redline_linux": "weak",
"redline_location": "pass",
"redline_single_day_off": "pending_interview",
"match_score": 46,
"hard_all_pass": false,
"bonus_hit_count": 0,
"cross_reference": {
"flags": [
{
"type": "skill_project_gap",
"detail": "18\/33 个声称技能在项目和摘要中均无体现: ['Python', 'Qt Quick', 'UI与C++交互编程', 'C#', 'MVVM', '设计模式', '功能测试案例编写', 'Bug排查']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2023年，经验4.0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": 2023,
"years_experience": 4,
"estimated_work_start": 2022,
"expected_graduation_start": 2045
},
"overall_consistency": 66,
"skill_contradictions": [],
"field_completeness_pct": 90,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"C++11",
"多线程",
"Python",
"Qt Widget",
"Qt Quick",
"UI与C++交互编程",
"C#",
"WPF",
"MVVM",
"设计模式",
"Git",
"Jira",
"功能测试案例编写",
"Bug排查",
"Windows开发环境",
"Linux开发环境",
"跨平台开发",
"文档编写",
"MFC",
"Qml",
"HTTP",
"FTP",
"ActiveMQ",
"TCP"
],
"consistency_score": 66,
"skills_in_summary_only": [
"C++",
"C++11",
"多线程",
"Qt Widget",
"WPF",
"Git",
"Jira",
"跨平台开发",
"MFC",
"HTTP"
],
"skills_without_evidence": [
"Python",
"Qt Quick",
"UI与C++交互编程",
"C#",
"MVVM",
"设计模式",
"功能测试案例编写",
"Bug排查",
"Windows开发环境",
"Linux开发环境",
"文档编写",
"Qml",
"FTP",
"ActiveMQ",
"TCP"
],
"skills_verified_in_projects": [
"HTTP",
"Qml",
"私有协议",
"MVVM",
"MFC",
"WIFI",
"蓝牙",
"VISA",
"在线更新",
"WPF"
]
}
},
"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": "2026-06-29T10:06:32.000000Z",
"updated_at": "2026-06-29T10:42:58.000000Z",
"overall_score": "{\"composite\": 73.2, \"stability\": 53, \"pace_match\": 88, \"tech_power\": 70, \"salary_match\": 87, \"communication\": 80, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"stability_concern\", \"detail\": \"稳定性偏低(评分53\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 53, \"weight\": 0.25, \"rationale\": \"基于4.0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\": 88, \"weight\": 0.2, \"rationale\": \"地点: 苏州✅ + 普通 + 4.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 70, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 4.0年\", \"Linux: 弱\", \"加分: 0\/3\", \"交叉验证一致性: 66%\"], \"rationale\": \"硬性条件匹配 + 经验4.0年 + 10个项目 + 一致性66%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 87, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据4.0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\"}}"
}
}