交叉验证
#49
王
王珊珊
学历-经验时间线
gap_years
0
timeline_ok
是
graduation_year
2018
years_experience
8
estimated_work_start
2018
expected_graduation_start
2040
技能-项目一致性
得分
96
声称技能 (25)
C++
C#
Python
Java
Lua
数据结构
算法
ECS
Prism
WPF
Clang API
AST
反射
Schema
Sketum
UDP
Wireshark
ALVR
MySQL
Redis
curl
Optick
Windows SDK
客户端开发
服务端SDK开发
项目中验证 (15)
Optick
Schema
Python
数据结构
Windows SDK
Redis
ECS
WPF
Sketum
ALVR
curl
C++
反射
MySQL
Clang API
仅在摘要中 (7)
C++
C#
Python
Java
Lua
客户端开发
引擎工具链开发
无证据 (15)
算法
ECS
Prism
WPF
Clang API
AST
Schema
Sketum
UDP
Wireshark
ALVR
MySQL
Redis
Optick
Windows SDK
矛盾/可疑信号
skill_project_gap
high
17/28 个声称技能在项目和摘要中均无体现: ['算法', 'ECS', 'Prism', 'WPF', 'Clang API', 'AST', 'Schema', 'Sketum']
建议：面试时验证这些技能的真实性
timeline_anomaly
medium
毕业2018年，经验8.0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
平台技能
high
声称：仅声称 Windows 开发经验
证据：项目经历也仅 Windows 平台
完整原始数据
{
"id": 49,
"mysql_resume_id": 71,
"screening_id": 49,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"C#",
"Python",
"Java",
"Lua",
"数据结构",
"算法",
"ECS",
"Prism",
"WPF",
"Clang API",
"AST",
"反射",
"Schema",
"Sketum",
"UDP",
"Wireshark",
"ALVR",
"MySQL",
"Redis",
"curl",
"Optick",
"Windows SDK",
"客户端开发",
"服务端SDK开发"
],
"consistency_score": 96,
"skills_in_summary_only": [
"C++",
"C#",
"Python",
"Java",
"Lua",
"客户端开发",
"引擎工具链开发"
],
"skills_without_evidence": [
"算法",
"ECS",
"Prism",
"WPF",
"Clang API",
"AST",
"Schema",
"Sketum",
"UDP",
"Wireshark",
"ALVR",
"MySQL",
"Redis",
"Optick",
"Windows SDK"
],
"skills_verified_in_projects": [
"Optick",
"Schema",
"Python",
"数据结构",
"Windows SDK",
"Redis",
"ECS",
"WPF",
"Sketum",
"ALVR",
"curl",
"C++",
"反射",
"MySQL",
"Clang API"
]
},
"education_timeline": {
"gap_years": 0,
"timeline_ok": true,
"graduation_year": 2018,
"years_experience": 8,
"estimated_work_start": 2018,
"expected_graduation_start": 2040
},
"salary_location_check": null,
"skill_level_contradictions": [
{
"skill": "平台技能",
"claimed": "仅声称 Windows 开发经验",
"project_evidence": "项目经历也仅 Windows 平台",
"contradiction_severity": "high"
}
],
"overall_consistency": 96,
"flags": [
{
"type": "skill_project_gap",
"detail": "17\/28 个声称技能在项目和摘要中均无体现: ['算法', 'ECS', 'Prism', 'WPF', 'Clang API', 'AST', 'Schema', 'Sketum']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2018年，经验8.0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": "2026-06-29T10:06:33.000000Z",
"resume": {
"id": 71,
"resource_id": 71,
"source_text_sha256": "b17f579cfaf8ecbf540c6b0b1d5a3ffc0cf53d44506928d0d71dcde0ddd7a855",
"target_role": "C++",
"candidate_name": "王珊珊",
"age": null,
"phone": "178-1685-3682",
"email": "17816853682@163.com",
"wechat": "",
"location": "",
"highest_degree": "本科",
"school": "浙江财经大学",
"major": "计算机科学与技术",
"graduation_year": 2018,
"years_experience": 8,
"current_company": "深圳博思云创科技有限公司",
"current_title": "高级客户端开发工程师",
"skills_json": [
"C++",
"C#",
"Python",
"Java",
"Lua",
"数据结构",
"算法",
"ECS",
"Prism",
"WPF",
"Clang API",
"AST",
"反射",
"Schema",
"Sketum",
"UDP",
"Wireshark",
"ALVR",
"MySQL",
"Redis",
"curl",
"Optick",
"Windows SDK",
"客户端开发",
"服务端SDK开发",
"客户端SDK开发",
"游戏开发",
"引擎工具链开发"
],
"summary": "王珊珊，本科毕业于浙江财经大学计算机科学与技术专业，2018年毕业。工作经历包括深圳博思云创、杭州分叉智能、不鸣科技、北京外企德科上海有限公司华为OD岗、浙江畅唐网络，岗位涉及高级客户端开发、客户端开发、引擎工具链开发、云服务开发和C++开发。主要使用C++、C#、Python、Java、Lua，参与Pixso变量系统、影刀Python引擎升级、Chaos渲染引擎编辑器框架、CloudVR SDK和棋牌类游戏开发。",
"raw_text_path": "\/opt\/ai-recruiter-demo\/resume_resources\/2026\/06\/4e636b8fa242b285_raw.txt",
"raw_text_url": "http:\/\/39.102.63.164\/resources\/resumes\/2026\/06\/4e636b8fa242b285_raw.txt",
"parser_version": "resume-parser-v1.1+codex",
"llm_used": true,
"created_at": "2026-06-29T07:35:58.000000Z",
"updated_at": "2026-06-29T12:57:02.000000Z",
"deleted_at": null
},
"screening": {
"id": 49,
"mysql_resume_id": 71,
"candidate_name": "王珊珊",
"age": null,
"highest_degree": "本科",
"school": "浙江财经大学",
"years_experience": 8,
"location": "",
"current_company": "深圳博思云创科技有限公司",
"skills": [
"C++",
"C#",
"Python",
"Java",
"Lua",
"数据结构",
"算法",
"ECS",
"Prism",
"WPF",
"Clang API",
"AST",
"反射",
"Schema",
"Sketum",
"UDP",
"Wireshark",
"ALVR",
"MySQL",
"Redis",
"curl",
"Optick",
"Windows SDK",
"客户端开发",
"服务端SDK开发"
],
"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8.0年",
"matched": true,
"evidence": "8.0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": "未找到相关关键词",
"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": "fail",
"redline_location": "unknown",
"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": "17\/28 个声称技能在项目和摘要中均无体现: ['算法', 'ECS', 'Prism', 'WPF', 'Clang API', 'AST', 'Schema', 'Sketum']",
"severity": "high",
"suggested_check": "面试时验证这些技能的真实性"
},
{
"type": "timeline_anomaly",
"detail": "毕业2018年，经验8.0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": 2018,
"years_experience": 8,
"estimated_work_start": 2018,
"expected_graduation_start": 2040
},
"overall_consistency": 96,
"skill_contradictions": [
{
"skill": "平台技能",
"claimed": "仅声称 Windows 开发经验",
"project_evidence": "项目经历也仅 Windows 平台",
"contradiction_severity": "high"
}
],
"field_completeness_pct": 80,
"skill_project_consistency": {
"noisy_skills": [],
"claimed_skills": [
"C++",
"C#",
"Python",
"Java",
"Lua",
"数据结构",
"算法",
"ECS",
"Prism",
"WPF",
"Clang API",
"AST",
"反射",
"Schema",
"Sketum",
"UDP",
"Wireshark",
"ALVR",
"MySQL",
"Redis",
"curl",
"Optick",
"Windows SDK",
"客户端开发",
"服务端SDK开发"
],
"consistency_score": 96,
"skills_in_summary_only": [
"C++",
"C#",
"Python",
"Java",
"Lua",
"客户端开发",
"引擎工具链开发"
],
"skills_without_evidence": [
"算法",
"ECS",
"Prism",
"WPF",
"Clang API",
"AST",
"Schema",
"Sketum",
"UDP",
"Wireshark",
"ALVR",
"MySQL",
"Redis",
"Optick",
"Windows SDK"
],
"skills_verified_in_projects": [
"Optick",
"Schema",
"Python",
"数据结构",
"Windows SDK",
"Redis",
"ECS",
"WPF",
"Sketum",
"ALVR",
"curl",
"C++",
"反射",
"MySQL",
"Clang API"
]
}
},
"screening_verdict": "pending_interview_required",
"screening_summary": "核心技能 Linux 在简历中完全无提及，需面试确认是否零经验。若确认零经验 → trigger core_skill_missing 红线",
"pushed_to_feishu": false,
"feishu_message_id": "",
"created_at": "2026-06-29T10:06:33.000000Z",
"updated_at": "2026-06-29T10:43:03.000000Z",
"overall_score": "{\"composite\": 72.0, \"stability\": 67, \"pace_match\": 71, \"tech_power\": 75, \"salary_match\": 74, \"communication\": 75, \"salary_match_source\": \"inferred_from_profile\"}",
"risk_flags": "[{\"type\": \"salary_slightly_over\", \"detail\": \"薪资略超预算(匹配度74\/100)\", \"severity\": \"medium\"}]",
"recommended_action": "pending",
"score_breakdown": "{\"stability\": {\"score\": 67, \"weight\": 0.25, \"rationale\": \"基于8.0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\": 71, \"weight\": 0.2, \"rationale\": \"地点: 未知 + 普通 + 8.0年\", \"confidence\": \"medium\"}, \"tech_power\": {\"score\": 75, \"weight\": 0.3, \"evidence\": [\"学历: 通过\", \"经验: 8.0年\", \"Linux: 弱\", \"加分: 0\/3\", \"交叉验证一致性: 96%\"], \"rationale\": \"硬性条件匹配 + 经验8.0年 + 15个项目 + 一致性96%\", \"confidence\": \"medium\"}, \"salary_match\": {\"score\": 74, \"source\": \"inferred_from_profile\", \"weight\": 0.2, \"rationale\": \"未提取到薪资数字，根据8.0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\"}}"
}
}