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yo, this is f***ing wild
Grok Bot engineer Lauren Tan revealed her agent formula:
open Grok Bot and use skill-to-automation.prompt to move from manual corrections to verified, repeatable execution
Paste the operating contract:
role: one bounded responsibility
outputs: artifact + checks + blockers
verify: observable acceptance criteria
escalate_on:
- missing_access
- unclear_scope
→ keep preferences + skills persistent
→ keep evidence + progress local to the task
Test the revision against the current skill:
current_skill vs revised_skill
same tasks, model and environment
record outcomes / failed_checks / human_corrections
keep the update only if observed execution improves
The automation gate:
repeated_success + clear_trigger
> define allowed actions and stop conditions before scheduling
> audit polling frequency and duplicate jobs
missing access or unclear scope keeps the task supervised
Bookmark this to give your agents a clear path to autonomy