Search and apply to LinkedIn jobs automatically with AI scoring

flowchart TD trig(["runs on a schedule"]):::trigtime s0["search linkedin for matching jobs"]:::task s1["filter out seen or applied jobs"]:::task s2[["score each job against resume"]]:::mi s3[("log outcome to spreadsheet")]:::store trig --> s0 s0 --> s1 s1 -->|"one per each matching job found"| s2 gx{"× apply or connect"}:::gate s2 --> gx p00["apply to job"]:::task gx -->|"submit application"| p00 p10["message recruiter"]:::task gx -->|"send connection request"| p10 jn{"○ record result"}:::gate p00 --> jn p10 --> jn jn --> s3 out[/"jobs scored and applied automatically"/]:::out pay{{"consistent job search without manual effort"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff