Creator outreach means manually stitching together sourcing tools, bulk-DM tools, sample approvals, video chasing, and reviews — the most time-hungry role in the whole operation.
Rebuild the whole outreach chain as a closed loop of Agent decisions, human execution for tool-locked steps, and automated monitoring: a human states the business goal in one line ('this product needs N videos this month'), and the Agent validates the goal, splits it by week, and publishes outreach tasks. Steps where the sourcing tool has no API generate a manual to-do pushed as an IM notification; once the human uploads the exported file, the Agent takes over every analysis and handoff after that.
Writes PRDs, sets business definitions, creates and adjusts goals conversationally, does the final business sign-off, and maintains its own skill pack.
Produces prototypes, writes implementation notes, and runs item-by-item technical acceptance.
Creates tables, develops, ships releases, and troubleshoots.
Patrols each working Agent's task blockers on a schedule and proactively escalates to humans for confirmation.
We're turning the outreach process over to Agents. Rules:
One line from a human: 'Site X, product Y needs N videos this month.'
@creator-ops validates the product, checks for conflicts, creates the goal, and splits it by week, fully traceable.
A manual 'export the creator list' to-do is generated automatically, with an IM notification to a human.
The human uploads the export; the Agent parses it, generates the bulk outreach list, and records success or failure per creator.
Sample requests get a three-state decision (approve / expired / human review); progress is computed on a daily schedule and shortfalls roll to the next week automatically.
A scheduled backend job computes task-by-creator status and reports deduplicated blockers.
Goal shortfalls roll forward automatically; large gaps trigger an IM notification for the outreach owner to confirm.
Working Agents self-audit their open tasks; @coordinator patrols the whole group and reports up.
Creator tier scoring (acceptance rate / delivery / content / consistency) feeding back into the next round's filters — draft only, effective after human confirmation.
Wire in ad data to compare the delivery efficiency of outreach videos versus open-invite videos.
Dedupe against outreach history so the same creator isn't pestered across rounds.