Your move
Run one job without re-explaining
The system is only useful when it survives contact with real work.
Run one recurring job in a fresh session using only the pack and task-specific input. Record what the AI still had to ask, guessed, or misunderstood, then repair the source—not just the answer.
Do this now
Three moves, in order.
- Choose a real but reversible task with a known good result.
- Give the fresh session the context pack and the task input without your usual verbal backstory.
- Compare the output against your done-list and update the brief, source, or conflict rule that caused each miss.
Build the artifact
Tested context routine
Copy these fields into a note, document, or sheet you already use.
Job
The real task and known good result
Asked
Useful clarification the AI requested
Guessed
Unsupported assumption it made
Missed
Done-list item it failed
Repair
Source, brief, or rule to change
Give AI the bounded job
Prompt from your artifact—not from vibes.
Use the attached context pack for this task. Cite the source name beside material facts. Ask when a required fact is missing or conflicting. Do not use assumed background from earlier chats.
Before you use it
The work leaves your hands only when:
- The test started without hidden verbal context.
- Every miss maps to a repairable source or rule.
- The finished output passes the same done-list a human uses.