从 prompter 到 system designer

编程智能体可无人看管运行后,稀缺技能从写提示词转为设计由发现、交接、验证、持久化、调度构成的循环;成败不在聪明提示,而在系统能否机械判断自己何时对、错、该停。

作者
@cyrilXBT
标签
循环智能体
NO.019收录 2026-07-23

第 5 步:在编写任何提示词之前,先写出完成定义

DEFINITION OF DONE for [task name]:
- [Specific, checkable criterion 1]
- [Specific, checkable criterion 2]
- [Specific, checkable criterion 3]
This task is NOT done if any of the above is missing, even if the output
looks complete or polished.

第 8 步:先编写交接格式,再编写交接提示词

BUILDER OUTPUT: deliverable + confidence + known uncertainties
JUDGE VERDICT: PASS / FAIL / NEEDS REVISION + specific issues found +
what ground truth this was checked against

第 10 步:构建管理者及其停止条件

STOP CONDITIONS:
Maximum revisions: 3. On the 3rd failed verdict, escalate to a human
with the full history, do not attempt a 4th cycle.
Quality threshold: every item in the definition of done must show PASS.
Budget ceiling: if this task exceeds [X] cost or [Y] time, stop
immediately regardless of current state.