Project: Train Our AI Agent to Run a Marketplace Clipping Operation (Fixed-Price)

Project Overview We run businesses operated largely by AI agents. We are building a clipping operation that earns through paid clipping campaigns on marketplaces like Whop and Vyro — cutting creators' long-form content into short vertical clips, paid per verified views. Your job in this project is to transfer your clipping expertise into our AI agent through written SOPs, worked examples, and structured feedback rounds. Payment is released per milestone when the deliverables below are met. You must have proven paid-clipper experience (completed campaigns and received payouts on Whop, Vyro, Clipping.net, or similar), strong short-form editing skills (CapCut, Premiere, or AI tools like OpusClip/Submagic), and excellent written English. We only clip content with campaign-granted usage rights — no unauthorized reclipping, and your SOPs must reflect that. Deliverables & Milestones Milestone 1 — SOP Package (20% of project fee) Written in English, in Markdown or Google Docs, detailed enough that a person with zero clipping experience could follow them: Campaign evaluation SOP — a scoring rubric (rate, terms, competition, approval difficulty, realistic earnings) with go/no-go thresholds Moment selection SOP — how to find the best clippable moments in long-form content, with concrete selection criteria Editing SOP — the full edit workflow with every tool and setting: hook construction, pacing, captions, formatting per platform Rejection prevention checklist — pass/fail checklist covering campaign-owner approval standards, campaign terms compliance, and platform rules (incl. unoriginal-content policies) Account management SOP — running posting accounts on TikTok/Reels/Shorts: warm-up, cadence, and keeping reach over time, incl. new vs. established accounts Accepted when: all 5 documents are delivered, each step is executable without asking you follow-up questions, and one revision round is completed. Milestone 2 — Worked Examples (20% of project fee) 3 campaign evaluations of currently live campaigns, produced by following your own Milestone 1 rubric 5 finished clips produced from long-form source material we provide (or a live campaign you're enrolled in), each following your own editing SOP, with written annotations explaining the moment choice, hook, and edit decisions Accepted when: evaluations and clips demonstrably follow your own SOPs and every annotation gives specific reasons, not generic statements. Milestone 3 — Agent Training & Validation (60% of project fee) 3 feedback rounds: per round, the agent selects 10 moments from provided long-form content and produces draft clips/captions; you return written corrections referencing your SOPs and checklists, and we update the agent between rounds Final validation: in a last agent-produced batch of 10 clips, at least 8 must pass your rejection-prevention checklist and quality standards without corrections Accepted when: all 3 rounds are documented in writing and the final batch reaches the 8/10 pass rate. If the agent fails, one additional feedback round is included in the fee. Terms Fixed price, paid via Upwork milestones as listed above All deliverables become our property upon payment (work for hire); you must not reuse or resell them One revision round per deliverable is included Strong performance may lead to ongoing paid retainer work maintaining and improving the agent Application Questionnaire (required — applications without it are rejected) 1) Which clipping marketplaces have you been paid on (Whop, Vyro, other)? Describe your best campaign: the creator/brand, your total views, and roughly what you earned. 2) Link 3–5 clips you made that performed well. For ONE of them, explain exactly why it worked (hook, pacing, caption choices). 3) How do you decide whether a campaign is worth joining? List your criteria in order of importance. 4) What are the most common reasons clips get rejected by campaign owners or flagged by platforms, and how do you prevent each one? 5) Have you written SOPs or training documents before? Attach or link a sample if possible. 6) Imagine you must teach a very literal-minded new employee to pick the single best 30-second moment from a 2-hour podcast. Write the exact instructions you would give them (5–10 lines).