给一个个人主题准备资料包, 分清指令、记忆、项目、Page 与普通文件。需要接着做时, 能找到来源、成品和下一步。Prepare a source pack for one personal topic. Distinguish instructions, memories, projects, Pages, and files so you can find the evidence, output, and next step later.
上次已经说好的预算, 今天又得解释。最新资料明明上传过, 它却用了旧日期。这类问题常常出在材料没有明确的版本和归属。给 ChatGPT 更多文字之前, 先整理出一份你自己也能看懂的当前说明。Yesterday’s budget needs explaining again, or an old date appears despite a newer upload. Often the material has no clear version or home. Before adding more text to ChatGPT, make a current brief that you can understand yourself.这一章的成果是一份小型资料包:一页背景, 一份来源清单, 一段继续工作说明。用上一章的旧书交换练习就能完成;以后可以换成搬家、长期学习或一项个人创作。The deliverable is a small context pack: a one-page brief, a source list, and a handoff note. Use the book-swap exercise from the previous chapter, then adapt it to a move, ongoing study, or a personal creative project.
— I
只给会改变结果的材料Include Material That Changes the Result.
为旧书交换准备三块内容就够了。背景写目标、参加范围、活动规则;来源列场地回复和你确认过的消息, 各带日期;当前状态写已经决定什么、什么还待确认、下一步要产出什么。不要上传整段朋友聊天来证明一句「场地待确认」。Three pieces are enough for the book swap. The brief states the goal, audience, and rules. The source list identifies venue replies and confirmed messages with dates. The current state names decisions, open questions, and the next output. A whole private conversation is not needed to support one fact about an unconfirmed venue.给来源短编号会更好检查:规则为 S1, 场地记录为 S2, 回复统计为 S3。保留这些编号以后, 你可以问「这一句来自哪里」, 不用要求它复述整个聊天。资料里有相互矛盾的日期时, 明确哪份替代了哪份;「最近上传」本身不一定代表「内容最新」。Short source IDs make checking easier: S1 for rules, S2 for the venue record, and S3 for responses. You can then ask where a sentence came from without replaying the conversation. If dates conflict, state which document supersedes which; the most recent upload is not necessarily the most current content.
— II
给不同的信息找合适的位置Put Each Kind of Information in the Right Place.
要留下什么What you want to keep
建议位置Suggested home
不要据此假定Do not assume
这一轮的要求The current request
当前消息:只改邀请第二段, 不发送。Current message: revise paragraph two only; do not send.
它自动授权了以后的发送或改约。That it authorizes future sending or rescheduling.
普遍的表达偏好General style preferences
个人指令:先给简短结论, 再说依据。Personal instructions: lead with a brief conclusion, then evidence.
每份任务的事实都适合放进去。That task-specific facts belong there too.
长期有用的个人背景Useful ongoing context
可用且愿意启用时的记忆, 定期查看和清理。Memory, if available and wanted, reviewed periodically.
它逐字可靠保存所有细节, 或已同步到每个入口。That every detail is preserved verbatim or shared by every surface.
同一主题的来源和约束Sources and constraints for one topic
Project 的材料与指令;没有 Project 就保存在自己的资料包。Project sources and instructions, or your own context pack if unavailable.
不同聊天自动拥有彼此所有过程。That separate chats automatically know every detail of each other.
已经核对的成品A checked deliverable
自己的文件, 或已启用 Space 中的 Page。Your own file or a Page in an enabled Space.
聊天里一句「已保存」等于有可恢复的主版本。That “saved” in a reply proves a recoverable master copy exists.
Projects 适合组织会继续的主题。ChatGPT Project 共享上传来源和项目指令, 本地项目则关联电脑文件夹;前者不自动打开你硬盘上的目录。1注 1Note 1OpenAI · Projects and chats。ChatGPT Project 可集中相关聊天、上传材料和项目指令;它不会仅凭创建项目就获得电脑文件夹访问权。本地项目另有文件夹上下文。核对于 2026-10-09。OpenAI · Projects and chats. ChatGPT projects group chats, uploaded sources, and instructions; creating one does not itself grant access to a computer folder. Local projects provide separate folder context. Checked on 2026-10-09.个人指令、记忆也有各自范围, 强制要求应明确写入本次任务或项目规则。2注 2Note 2OpenAI · Personalize ChatGPT。个人指令、记忆和项目要求应按作用范围管理;记忆不是必须遵守的项目规则的替代品。核对于 2026-10-09。OpenAI · Personalize ChatGPT. Manage personal instructions, memories, and project requirements according to their scope. Memory does not replace required project guidance. Checked on 2026-10-09.Projects organize continuing work. A ChatGPT project carries uploaded sources and project instructions, while a local project connects folders; the former does not automatically expose your disk.1注 1Note 1OpenAI · Projects and chats。ChatGPT Project 可集中相关聊天、上传材料和项目指令;它不会仅凭创建项目就获得电脑文件夹访问权。本地项目另有文件夹上下文。核对于 2026-10-09。OpenAI · Projects and chats. ChatGPT projects group chats, uploaded sources, and instructions; creating one does not itself grant access to a computer folder. Local projects provide separate folder context. Checked on 2026-10-09. Personal instructions and memory have their own scope, so state mandatory requirements in the current task or project guidance.2注 2Note 2OpenAI · Personalize ChatGPT。个人指令、记忆和项目要求应按作用范围管理;记忆不是必须遵守的项目规则的替代品。核对于 2026-10-09。OpenAI · Personalize ChatGPT. Manage personal instructions, memories, and project requirements according to their scope. Memory does not replace required project guidance. Checked on 2026-10-09.
— III
做一份可继续使用的主题说明Build a Context Pack You Can Continue From.
提示词Prompt普通 Chat 或 Project 内的聊天A regular chat or a project chat
把我提供的 <主题材料> 整理成一页当前说明:目标、确定事实、来源与日期、待确认项、下一步。逐项注明依据;冲突不要悄悄合并。只使用这次材料, 不把敏感信息写进长期记忆。先输出文字给我检查, 不覆盖来源。Organize the supplied <topic materials> into a one-page current brief: goal, confirmed facts, dated sources, open questions, and next action. Identify the basis for each fact and do not silently merge conflicts. Use only these materials and do not put sensitive details in long-term memory. Show text for review first; preserve the sources.
为虚构旧书交换建立一页说明。S1:只邀四位朋友, 每人最多三本旧书, 不买新书。S2:暂拟 2026-10-17 15:00–17:00, 社区活动室未确认。S3:意向回复截止 2026-10-14 晚, 暂无回复数据。按目标、确定规则、暂定安排、未知、下一步排列。下一步只是写意向邀请, 不申请场地、不发消息、不创建日历事件。每个事实标 S1/S2/S3;不要根据上一条聊天猜任何朋友已答应。Create a one-page brief for the fictional book swap. S1: invite only four friends, up to three used books each, no new purchases. S2: provisional October 17, 2026, 15:00–17:00; community room unconfirmed. S3: interest replies due October 14 evening; no response data yet. Group the goal, confirmed rules, provisional arrangements, unknowns, and next action. The next action is drafting an interest message only: no venue application, sending, or calendar event. Label facts S1/S2/S3 and do not infer that anyone has agreed from another chat.
第一次验收只问三件事:四位是受邀人数, 还是已确认到场人数?活动室仍待确认吗?有没有虚构预算或联系人?合格资料包会保留这三个边界。把确认后的文字保存为自己的「当前说明 v1」, 与原材料分开放, 以后更新时保留前一版。Check three things: does four mean invited or confirmed attendees, is the room still unconfirmed, and were any budgets or contacts invented? A sound brief preserves these boundaries. Save the approved text as “Current brief v1,” separately from source material, and keep the previous version when updating it.
— IV
换一条聊天时, 主动交接Make the Handoff Explicit.
同一主题可以有不同成果:邀请草稿、物品清单、活动复盘。每个成果各开一条聊天, 可以减少彼此干扰。但你要主动提供当前说明和必要来源, 并要求它先复述本轮会采用的关键事实;不要靠「你还记得吧」作为验收。A topic can have separate outcomes: an invitation, packing list, and retrospective. Separate chats can keep them focused. Supply the current brief and necessary sources, then ask for the key facts it will use in this task. “You remember, right?” is not a verification step.
提示词Prompt交接与更新Handoff and update
下面是 <主题> 的当前说明和新材料。先列出你实际能读取的来源, 再指出 <新材料> 改变了哪些事实。旧版本只用于追溯, 不与新事实混用。遇到冲突先问我。确认后只做 <本轮成果>, 其他操作不授权。Here is the current brief for <topic>, plus new material. List the sources you can actually read and identify which facts <new material> changes. Keep old versions for traceability, not as competing current facts. Ask about conflicts. Once confirmed, produce only <this deliverable>; other actions are not authorized.
继续虚构旧书交换练习。新增 S4:练习设定中活动室已确认, 时间改为 2026-10-17 16:00–18:00, 替代 S2 的暂定时间和场地状态。S1 的人数与带书规则、S3 的回复期限不变。请先列出三项保留事实和两项更新, 再给当前说明 v2, 标注 S4 的替代关系。不要通知朋友或覆盖 v1。Continue the fictional book-swap exercise. New source S4: in the exercise, the room is now confirmed and the time is October 17, 2026, 16:00–18:00, replacing S2’s provisional time and venue status. Keep S1’s audience and book rules and S3’s response deadline. First list three unchanged facts and two updates, then provide current brief v2 with S4’s supersession recorded. Do not notify friends or overwrite v1.
这是合成更新, 不是已经发生的场地预订。参考检查:旧的 15:00–17:00 不得继续出现在当前安排中;受邀仍是四位, 不能变成四位已确认;最多三本与回复期限不变。若它用了旧时间, 指定 S4 修正, 再核对其他字段没有一起漂移。This is a synthetic update, not a real booking. Check that 15:00–17:00 no longer appears as the current time, four invitees have not become four confirmed attendees, and the book limit and response deadline are unchanged. If it uses the old time, correct it with S4 and check that unrelated fields did not drift.
— V
保存成品时, 也检查谁能看到Check Access When Saving the Result.
如果账号启用了 Space, 可以把核对后的说明保存为 Page, 再继续编辑。分享一页与邀请别人进入整个 Space 的权限范围不同;后者会让对方获得其中页面的访问权。3注 3Note 3OpenAI · Get started with ChatGPT Space。启用 Space 的账号可保存和修改 Page;邀请人进入一个 Space 与只分享一页有不同权限范围。核对于 2026-10-09, 本书未完成跨账号分享实测。OpenAI · Get started with ChatGPT Space. Enabled accounts can save and edit Pages. Inviting someone to a space has a different access scope from sharing one page. Checked on 2026-10-09; cross-account sharing was not tested for this book.先检查分享对象与查看 / 编辑权限, 再复制链接。没有 Space, 普通文档和本地文件夹足够完成同样的材料管理。If Space is enabled, save the checked brief as a Page and continue editing it. Sharing one page differs from inviting someone to the whole space, which grants access to its pages.3注 3Note 3OpenAI · Get started with ChatGPT Space。启用 Space 的账号可保存和修改 Page;邀请人进入一个 Space 与只分享一页有不同权限范围。核对于 2026-10-09, 本书未完成跨账号分享实测。OpenAI · Get started with ChatGPT Space. Enabled accounts can save and edit Pages. Inviting someone to a space has a different access scope from sharing one page. Checked on 2026-10-09; cross-account sharing was not tested for this book. Check recipients and view/edit permissions before sharing a link. Without Space, a document and ordinary folder can manage the material.一次实际的保存检查很朴素:关闭预览, 从你打算保存的位置重新打开;确认标题、版本、日期和正文都在。把含私人信息的来源留在自己的资料中, 不要因为成品可以分享, 就把整个输入包一起公开。A practical save check is simple: close the preview and reopen the result from its intended location. Confirm the title, version, date, and contents. Keep private sources separate; a shareable deliverable does not make the entire input pack suitable for publication.
— VI
临时聊天不等于关闭一切个性化Temporary Does Not Mean No Personalization.
截至 2026-10-09, Temporary Chat 开始前可选 Personalized 或 Unpersonalized。前者可以使用已有记忆、个人指令与插件;后者不使用这些。临时状态下两者都不新建或更新记忆;保存为普通聊天后, 适用账号的普通个性化与模型改进设置。临时聊天仍可能因安全用途保留最多 30 天, 第三方收到的数据另受其规则约束。4注 4Note 4OpenAI Help · Temporary chat。开始前可选 Personalized 或 Unpersonalized;临时状态不创建或更新记忆, 保存成普通聊天后适用规则改变。主源核对于 2026-10-09。OpenAI Help · Temporary chat. Choose Personalized or Unpersonalized before starting. Temporary chats do not create or update memories while temporary; saving as a regular chat changes the applicable rules. Checked on 2026-10-09.As of 2026-10-09, a Temporary Chat can start Personalized or Unpersonalized. The former can use existing memory, instructions, and plugins; the latter does not. Neither creates or updates memory while temporary. Saving it as a regular chat applies the account’s usual personalization and model-improvement settings. Temporary chats may still be retained for safety for up to 30 days; third-party recipients apply their own rules.4注 4Note 4OpenAI Help · Temporary chat。开始前可选 Personalized 或 Unpersonalized;临时状态不创建或更新记忆, 保存成普通聊天后适用规则改变。主源核对于 2026-10-09。OpenAI Help · Temporary chat. Choose Personalized or Unpersonalized before starting. Temporary chats do not create or update memories while temporary; saving as a regular chat changes the applicable rules. Checked on 2026-10-09.因此, 需要长期继续的资料包不应只留在临时聊天里。需要保密的材料也不能因为点了 Temporary 就放心上传。先减少材料, 再分别检查记忆、训练偏好、保留和连接权限;这些是不同开关, 一句「不要记住」不能代替全部设置。Do not leave an ongoing context pack only in a temporary chat, and do not treat Temporary as a reason to upload confidential material freely. Minimize the input, then check memory, model-improvement preferences, retention, and connection permissions separately. “Do not remember this” does not replace those settings.
— VII
把上下文维护变成一次小检查Keep Context Maintenance Small.
新聊天先确认能读到哪些材料, 缺失就上传小范围副本或粘贴文字。Confirm readable sources at the start; supply small copies or pasted text for missing ones.
事实变化时更新当前说明, 保留替代关系, 不把旧版本当并列事实。Update the current brief when facts change and record which version it replaces.
任务结束保存确认稿和待办;不依赖记忆逐字保存。Save the checked result and next actions instead of relying on verbatim memory.
别为了省一次上传开启整盘或所有应用访问;只给这件事需要的范围。Do not grant all-drive or all-app access merely to avoid one upload; limit access to the task.
长资料和重复上下文也有处理成本。先给当前说明, 需要核对某一条时再补相关原文, 不追求把一生材料塞进同一条聊天。本章未测得统一 token 消耗;判断资料包是否有用, 看下次能否少解释、少用旧信息, 以及你是否仍找得到依据。Long documents and repeated context also cost processing. Begin with the current brief and add source passages when a specific fact needs checking, rather than putting your whole life into one chat. This chapter reports no measured token total. Judge the pack by less repeated explanation, fewer stale facts, and traceable evidence.
把当前事实放在明处,
下次就有地方接着做.
Keep current facts visible,
so there is a clear place to resume.
Aklman Library
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