AI Resume Screening Agent Template
Batch-parse résumés into a structured talent pool, score each candidate against the role profile, and export a ranked shortlist.
No credit card for free-tier templates · every node inspectable · export or fork at any time
中文What this workflow does
Batch resumes — 6-node: PDF extraction → semantic parsing → skill normalization → job matching → dedup → filterable talent pool. Rivals HireEZ $39/mo.
A ranked candidate spreadsheet with skill-match rationale per row.
Pipeline breakdown
5 nodes, executed in order. Every step is white-box — inspect the model, the prompt and the intermediate payload.
- 01
PyPDF
PDF text and metadata extraction, page-level splitting
pdf→text - 02
LLM Reasoning
Large-language-model step that extracts, classifies, validates or writes structured output
text→json - 03
Pandas
Tabular compute — join, aggregate, validate and reshape the extracted records
json→json - 04
LLM Reasoning
Large-language-model step that extracts, classifies, validates or writes structured output
json→json - 05
OpenPyXL
Writes a formatted, formula-ready Excel workbook as the deliverable
json→xlsx
Built for
校招/社招批量初筛
猎头候选人库建设
多岗位并行招聘
人才库数字化管理
FlowSync vs HireEZ / Sovren vs generic workflow builders
| FlowSync template | HireEZ / Sovren | n8n / Zapier / Make | |
|---|---|---|---|
| Time to first result | Minutes — pipeline pre-built | Minutes, single-purpose | Hours — you design the flow |
| Intelligence included | Prompts, validation, output schema tuned | Fixed product logic | None — you write it |
| Editable pipeline | Every node exposed | Closed product | Fully editable |
| Chainable with other AI skills | 5 skills here, 50+ available | Limited | Via API glue only |
| Output format | Business deliverable (Excel / DOCX / MP4) | Product-native export | JSON, then DIY |
The short version: workflow builders give you a canvas, point products give you one fixed answer. A FlowSync template gives you a working pipeline you can still open up and change.
Field notes
校招 5000 份简历，HireEZ 年费 $3000+。FlowSync Pro $19/月搞定，匹配度评分比 HireEZ 还准。
批量解析后按技能标签检索，候选人匹配效率提升 10 倍。
FAQ
Is the Resume batch parsing → structured talent pool template free to run?
The template is on the Pro tier. You can inspect the full pipeline, node configuration and expected output for free; running it requires a Pro plan, which also unlocks every other Pro template.
How is this different from building the same flow in n8n or Zapier?
5 pre-configured nodes (PyPDF → LLM Reasoning → Pandas → LLM Reasoning → OpenPyXL) with prompts, validation and output formatting already tuned for the task. You import it and get the deliverable, not a blank canvas.
Can I edit the pipeline or swap a node?
Yes. Every node is exposed in the editor — change the model, rewrite a prompt, insert or remove a step, then save it as your own private template. Nothing is a black box.
What do I actually get back?
A ranked candidate spreadsheet with skill-match rationale per row.
What happens to the files I upload?
简历中个人敏感信息仅在本次编排中使用。原始 PDF 不保留。结构化数据仅存储于您的账户。支持 GDPR 标准的数据删除请求。
Data handling
简历中个人敏感信息仅在本次编排中使用。原始 PDF 不保留。结构化数据仅存储于您的账户。支持 GDPR 标准的数据删除请求。
中文说明 · 简历批量解析 → 结构化人才库（对标 HireEZ）
简历批量解析 → 结构化人才库（对标 HireEZ）（HR · Pro）
批量简历 6 节点：PDF 提取 → 语义解析 → 技能标准化 → 岗位匹配 → 去重合并 → 可筛选人才库。对标 HireEZ $39/月。
管线共 5 个节点：PyPDF → LLM Reasoning → Pandas → LLM Reasoning → OpenPyXL。每个节点均可在编辑器中查看与修改，支持另存为你自己的私有模板。
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Open →Run it, then make it yours
Import the pipeline, swap a model, rewrite a prompt, save it private. FlowSync is the execution layer — the template is just the starting point.