Greg Brockman· @gdb · X·· 2026-05-25精选AI 评分86
AI 导读
这是一个结构化的提示词,用于指导 Codex 自动分析其历史记录以识别并固化重复工作流。该框架要求 Codex 回顾会话、Memories 等数据,找出重复、耗时且有明确复用价值的任务。筛选标准包括至少出现两次、输入稳定、可提升效率等。最终,Codex 应以“技能”、子智能体或自动化工具等最小实用形式创建或扩展现有资产,避免冗余。流程包括生成候选清单、执行创建,并汇报结果与待验证项。
推荐理由
GDB 这个 prompt 把 Codex 从写代码的帮手变成了你的私人效率教练,让它自己找出你过去一个月里哪些重复工作该自动化,深度 Codex 用户直接抄作业就行。
正文
self improvement prompt for codex
UPDATE: Came up with an even better version of this prompt after the feedback Ask Codex to look across your sessions, Memories, and Chronicle, identify patterns, reuse what already exists, and only create the smallest useful skill, subagent, or automation. "Look back over my recent work from the last 30 days, or all available history if shorter, and identify repeated manual workflows worth packaging. Use available evidence in this order: - Recent Codex sessions and task summaries. - Codex Memories and rollout summaries to find patterns repeated across sessions. - Chronicle, if enabled, to spot repeated work outside Codex. Use Chronicle for discovery only; confirm important details in the relevant source system when possible. - Existing skills, custom agents, and automations, so you reuse or extend what already exists instead of duplicating it. Look broadly for work that is repeated, time-consuming, error-prone, context-heavy, or benefits from a consistent process. Include workflows across coding, research, writing, planning, communication, operations, analysis, and personal administration. Only act on a candidate when it: - occurred at least twice, or is clearly likely to recur and costly to repeat; - has stable inputs, a repeatable procedure, and a clear output or stopping condition; - would materially improve speed, quality, consistency, or reliability; - is not already adequately covered. Choose the smallest appropriate form: - Skill: a reusable workflow or playbook. - Custom subagent: a bounded specialist role or investigation task suitable for delegation. - Automation: a scheduled or recurring check, report, reminder, or monitor. - Skip: work that is too one-off, ambiguous, sensitive, or poorly evidenced to package. First produce a compact shortlist with: - repeated workflow - supporting evidence and dates - frequency/confidence - recommended form: skill, subagent, automation, extend existing, or skip - why it is or is not worth creating Then create only the high-confidence missing items. Keep them narrow, practical, source-aware, and easy to validate. Do not create speculative, overlapping, or overly broad assets. Finish with: - what you created or extended - what you deliberately skipped - what needs more evidence before packaging"在 X 查看被引用的帖子
来源:Greg Brockman · x.com