Score new Upwork job posts and draft cover letters with AI

flowchart TD trig(["scheduled job search pull"]):::trigtime s0[["pull new job posts"]]:::mi s1["filter out seen jobs"]:::task s2["score job fit with AI"]:::task trig --> s0 s0 --> s1 s1 --> s2 gx{"× job scores well enough"}:::gate s2 --> gx p00["draft personalized cover letter"]:::task gx -->|"strong fit"| p00 p10["skip cover letter"]:::task gx -->|"weak fit"| p10 jn{"○ log to sheet"}:::gate p00 --> jn p10 --> jn jn --> out out[/"scored leads with cover letters logged"/]:::out pay{{"focuses effort on strong-fit jobs only"}}:::pay 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