The skill that had to earn its schedule
An independent full-service agency of about 45 people bought AI seats for the whole staff, but only 4 use them, and producers still run recurring processes by hand from memory.
Staff-wide AI seats go unused and recurring processes still run from memory
A producer records herself doing asset QA once while narrating. The system drafts a written skill from the recording, asks about any decision she skipped, and runs deterministic file checks by hand. Each failure becomes an edit she approves, and the schedule stays locked until 5 clean runs in a row.
- Run 1 checked 20 files and units: 8 real defects caught, 19 false flags, and 1 miss
- reaching her bar of 5 clean runs in a row took 8 runs by hand
- Process recordings
- Written skill files
- Deterministic file checks
- Failure log with diff-based edits
- Locked schedule gate
- Team channel posts
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