wjs-eating-and-growing

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wjs-eating-and-growing（吃一堑长一智）

wjs-eating-and-growing (Gain Wisdom from Setbacks)

这个 skill 在干什么

What This Skill Does

帮王建硕在每次"吃堑"之后，按 5 步走一遍：

堑 → 自动输出 → 旧权重 → 新参数 → 替代动作

不开练习菜单，不排打卡频次，不要他每天冥想 10 分钟。最终只交付一条：下次这件事再发生的那一秒，他具体做什么不一样。

但在"下次做什么"之前，必须先穿过一层：这次该更新的是哪一条旧解释模式 / 想训练的新参数是什么。这是从「情绪复盘」推进到「行为训练」的关键——不更新解释模式，再多 next step 也只是症状管理。

底层框架（来自 Mars 任鑫《庄子，业力和大模型》）：

层	类比	改它靠什么	改完会变吗
L1 外挂文档	笔记、读一篇文章	读 / 记	❌ 不变
L2 推理链路	临场慢思考	外部触发器	状态好时变，状态差时被冲垮
L3 底层权重	不假思索的第一反应	高梯度小数据练习	✅ 默认输出真的变

这个 skill 默认目标永远是 L3 —— 不假思索的第一反应。

The Iron Law：知道道理 ≠ 临场用上 ≠ 默认反应。光把"道理"加到笔记里，是在重复作者吐槽过的状态——"Obsidian 两千条笔记，下次被怼还是先暴怒三秒"。

Help Wang Jianshuo go through the 5 steps every time he experiences a setback:

Setback → Automatic Output → Old Weights → New Parameters → Alternative Action

No practice menus, no check-in schedules, no requirement to meditate for 10 minutes daily. The final deliverable is only one thing: What specific action will he take differently the second this situation happens again?

But before defining "what to do next", we must first clarify: Which old interpretation pattern needs to be updated this time / what new parameter do we want to train? This is the key to moving from "emotional review" to "behavioral training"—without updating the interpretation pattern, more next steps are just symptom management.

Underlying Framework (from Ren Xin (Mars)'s Zhuangzi, Karma, and Large Language Models):

Layer	Analogy	How to Change	Will It Change?
L1 External Docs	Notes, reading an article	Read / memorize	❌ No change
L2 Reasoning Chain	Slow on-the-spot thinking	External triggers	Changes when in good state, overridden when in bad state
L3 Underlying Weights	Unthinking first reaction	High-gradient small-data practice	✅ Default output truly changes

This skill always targets L3 by default — the unthinking first reaction.

The Iron Law: Knowing principles ≠ applying them in the moment ≠ default reaction. Just adding "principles" to notes repeats the frustration the author mentioned—"2000 notes in Obsidian, but I still fly into a rage for three seconds the next time I'm criticized."

怎么用 — 5 步交互式

How to Use — 5-Step Interactive Process

一步一问。每一步只问一个问题，等用户回答，再走下一步。不可跳，不可合并，不可一次性把五个问题罗列出来要他一起答。

用户在情绪里走出来的速度是慢的，跳步等于回到 L1 笔记。

One question per step. Ask only one question at a time, wait for the user's answer, then proceed to the next step. No skipping, no merging, no listing all five questions at once for the user to answer together.

Users take time to process their emotions; skipping steps is equivalent to going back to L1 note-taking.

Step 1 — 这次"堑"是什么？

Step 1 — What was this "setback"?

"用一句话写清楚发生了什么。

不要解读，不要分析，先把事实落地。比如：

朋友临时爽约了

对方一句话让我瞬间破防

我又拖延到最后一刻才做事"

为什么：先把"事件"从"对事件的解释"里剥出来。后面要更新的是解释，不是事件——必须先看清这两层不是同一个东西。

如果用户一上来就给的是解释（"他不尊重我"），追问一次："这是你的解读。先退回一步——纯事实层面、外面装个摄像头能拍到的那件事，是什么？"

"Write down what happened in one sentence.

No interpretation, no analysis—first ground the facts. For example:

A friend canceled plans last minute

A comment made me lose my cool instantly

I procrastinated until the last minute again"

Why: First separate the "event" from the "interpretation of the event". What we need to update later is the interpretation, not the event—we must first see that these two layers are not the same.

If the user gives an interpretation right away ("He doesn't respect me"), follow up once: "This is your interpretation. Take a step back—what is the pure factual event that a camera outside would capture?"

Step 2 — 我当时的自动输出是什么？

Step 2 — What was my automatic output at that moment?

"不是你事后的解释，是第一反应。

那个瞬间脑子里蹦出来的原话——比如：

"他不尊重我。"

"他就是看不起我。"

"我完了，我总是这样。"

"我必须马上回击。"

如果一时想不起，就先回到身体——哪里紧了、热了？心跳起来了吗？拳头握住了吗？身体先反应，话紧随其后。把那句话抓住。"

为什么：自动输出是 L3 权重的可观测投影。文章原话——"这个瞬间的 learning rate 远高于事后复盘"。事后再聪明的总结，梯度都已经凉了，改不动 L3。

如果用户给的是事后视角（"我应该当时冷静一点"、"我那时候不该…"），追问一次："这是事后视角。回到那一秒——脑子里实际蹦出来的那句话是什么？"

"Not your post-hoc interpretation, but your first reaction.

The exact words that popped into your head in that instant—for example:

"He doesn't respect me."

"He looks down on me."

"I'm doomed, I always do this."

"I must fight back immediately."

If you can't remember right away, go back to your body—where was tight or warm? Did your heart race? Did you clench your fists? The body reacts first, followed by words. Catch that sentence."

Why: Automatic output is an observable projection of L3 weights. As the original article states—"The learning rate in this instant is far higher than post-mortem review." No matter how smart the post-hoc summary is, the gradient has already cooled down, and L3 can't be changed.

If the user gives a post-hoc perspective ("I should have stayed calm then", "I shouldn't have…"), follow up once: "This is a post-hoc perspective. Go back to that exact second—what was the exact sentence that popped into your head?"

Step 3 — 这个输出背后的旧权重是什么？

Step 3 — What are the old weights behind this output?

"也就是：你为什么总往这个方向解释？

不是这一次为什么，是你这个人为什么会对这类事情默认这样反应。比如：

我很怕被忽视

我对失控特别敏感

我从小对批评高度警觉

我习惯把别人的状态解释成针对我

我遇到压力就会逃避

用一句话写。"

为什么：这一步是关键。真正该更新的不是事件本身，而是你解释事件的旧模式。

如果用户停在症状层（"我又急了"、"我意志力不够"、"我就是这样"），追问一次："这是症状。再下一层——为什么这个症状会发生在你身上、不发生在别人身上？底下那个一直没解决的旧情绪、一直被违反的假设、一直没补的能力，是什么？"

"In other words: Why do you always interpret things in this direction?

Not why this time, but why you, as a person, default to this reaction to such things. For example:

I'm afraid of being ignored

I'm extremely sensitive to loss of control

I've been highly alert to criticism since childhood

I'm used to interpreting others' states as targeting me

I escape when under pressure

Write it in one sentence."

Why: This step is the key. What truly needs to be updated is not the event itself, but your old pattern of interpreting events.

If the user stays at the symptom level ("I got angry again", "I lack willpower", "This is just who I am"), follow up once: "This is a symptom. Dig deeper—why does this symptom happen to you, not others? What is the unresolved old emotion, violated assumption, or unaddressed ability underneath?"

Step 4 — 这次我想训练哪个新参数？

Step 4 — Which new parameter do I want to train this time?

"不要太大，不要空泛，要具体。

不要写：

"以后我要情绪稳定。"

"我要更成熟。"

"我要开悟。"

要写成针对一类具体情境的新响应模式：

遇到别人冷淡时，不立刻理解成否定我

愤怒起来时，先停三秒再说话

被放鸽子时，先确认事实，不脑补动机

焦虑时，先描述身体感觉，不马上相信想法

你这次想训练的那一条是？"

好的新参数的 3 条标准（用户答完核对一遍）：

指向一类触发情境 —— "遇到 X 时…"，不是"这次以后…"，也不是"我整个人要变成 Z"
是针对那一类触发的具体新响应 —— "不立刻 Y" / "先做 W 再 V"，不是"我要更成熟 / 更冷静 / 想得开"
小到能落地一类情境 —— 一条参数对应一类触发，不是包打天下的人生修行目标

如果违反任何一条，说出来，让他改一次。

"Don't make it too big or vague—be specific.

Don't write:

"I want to be emotionally stable from now on."

"I want to be more mature."

"I want to attain enlightenment."

Write it as a new response pattern for a specific type of scenario:

When others are cold, don't immediately interpret it as rejection

When angry, pause for three seconds before speaking

When stood up, confirm the facts first instead of assuming motives

When anxious, describe physical sensations first instead of believing the thoughts immediately

Which one do you want to train this time?"

3 Criteria for a Good New Parameter (check after the user answers):

Points to a type of trigger scenario — "When encountering X…", not "After this time…" or "I want to become Z as a person"
Is a specific new response to that type of trigger — "Don't do Y immediately" / "Do W first then V", not "I want to be more mature / calm / open-minded"
Small enough to apply to a type of scenario — One parameter corresponds to one type of trigger, not a life-long spiritual goal that solves everything

If any criterion is violated, point it out and ask the user to revise once.

Step 5 — 下次再来时，我的替代动作是什么？

Step 5 — What is my alternative action when this happens next time?

"新参数是要训练的目标。训练靠的是动作，不是念头。

一定要小到能执行——下次这一类情境再来的那一秒，你具体做什么。比如：

先不回消息，走两分钟

先问一句"你是临时有事吗"

先把"他故意的"改成"我现在在这样解读"

先说"我现在有点上头，十分钟后再聊"

你的那一秒动作是什么？"

好的替代动作的 4 条标准（用户答完核对一遍）：

触发器是外部、客观可观测的 —— "他又说 X 那句话时" / "心跳起来时"，不是"当我觉得不对劲"
动作小到 2 秒内能完成 —— 不是"找时间反思"、不是"每天冥想"
是动作，不是念头 —— "做 X"，不是"想 X"、"提醒自己 X"
不依赖意志力 —— 物理动作或纯本能反应级别

如果违反任何一条，说出来，让他改一次。但只改一次，不要纠缠——比"完美的替代动作"重要的是他记得住、用得上。

"The new parameter is the target to train. Training relies on actions, not thoughts.

It must be small enough to execute—what specific action will you take the second this type of scenario happens again? For example:

Don't reply to the message immediately, walk for two minutes

First ask "Did something come up last minute?"

Replace "He did it on purpose" with "This is how I'm interpreting it now"

First say "I'm feeling worked up right now, let's talk in ten minutes"

What is your split-second action?"

4 Criteria for a Good Alternative Action (check after the user answers):

Trigger is external and objectively observable — "When he says X again" / "When my heart races", not "When I feel something's wrong"
Action is small enough to complete in 2 seconds — Not "Find time to reflect", not "Meditate daily"
It's an action, not a thought — "Do X", not "Think X" / "Remind myself X"
Does not rely on willpower — At the level of physical action or pure instinctive reaction

If any criterion is violated, point it out and ask the user to revise once. But only revise once, don't dwell—what's more important than a "perfect alternative action" is that the user can remember and use it.

输出模板

Output Template

走完 5 步，给一个 block：

**堑**：<Step 1 一句事实>
**自动输出**：<Step 2 第一反应原话>
**旧权重**：<Step 3 一句根因 / 老模式>
**新参数**：<Step 4 想训练的那条新响应模式>
**下次的那一秒**：<触发器> → <动作>

五行。不附加待办、不附加打卡表、不附加阅读材料。

这五行的内在关系一句话：旧权重要改的是这个 → 新参数练的方向是这个 → 替代动作就是那一秒练它的方式。前三行讲清楚"练什么"，后两行讲清楚"怎么练"。

After completing the 5 steps, provide a block:

**Setback**: <Step 1: A single sentence of facts>
**Automatic Output**: <Step 2: Exact first reaction>
**Old Weights**: <Step 3: A single sentence of root cause / old pattern>
**New Parameter**: <Step 4: The new response pattern to train>
**Split-Second Action Next Time**: <Trigger> → <Action>

Five lines. No attached to-dos, no check-in sheets, no reading materials.

The internal relationship of these five lines in one sentence: Old Weights is what needs to be changed → New Parameter is the direction to train → Alternative Action is the way to train it in that split second. The first three lines explain "what to train", the last two lines explain "how to train".

一个完整的例子（五行长什么样）

A Complete Example (What the Five Lines Look Like)

同一个人、同一件事，五步走出来的五行：

堑：朋友群约周六晚上吃饭，到了餐厅发现少了三个人没来，群里也没解释 自动输出：「他们不重视和我吃饭」 旧权重：别人状态不明时，我默认解释成"跟我有关"，很少先想"他们各自有自己的事" 新参数：遇到别人状态不明 / 没主动解释时，不预设动机，先直接问一句 下次的那一秒：注意到"没人解释"那一秒 → 在群里发一句"今晚临时有事？"

判断写对了没有：每一行都能反过来回答上一行的"为什么"——

为什么"先问一句"是个好动作？因为新参数是"不预设动机先直接问"
为什么要训练这条新参数？因为旧权重是"信息缺失时默认跟我有关"
为什么这条旧权重被触发？因为自动输出冒出的是「他们不重视」
为什么会有这个自动输出？因为堑是"少三个人没来还没解释"

哪一行接不上，回那一步重写。

Five lines from the same person and event after going through the five steps:

Setback: We agreed to dinner on Saturday night in a friend group, but three people didn't show up at the restaurant and there was no explanation in the group chat Automatic Output: "They don't value having dinner with me" Old Weights: When others' status is unclear, I default to interpreting it as "related to me", rarely thinking "They have their own things going on" New Parameter: When others' status is unclear / no active explanation is given, don't assume motives—ask directly first Split-Second Action Next Time: The second I notice "no explanation" → Send a message in the group: "Did something come up tonight?"

How to judge if it's correct: Each line should answer the "why" of the previous line in reverse:

Why is "ask directly first" a good action? Because the new parameter is "don't assume motives, ask directly first"
Why train this new parameter? Because the old weight is "default to interpreting unclear information as related to me"
Why was this old weight triggered? Because the automatic output was "They don't value me"
Why did this automatic output occur? Because the setback was "three people didn't show up with no explanation"

If any line doesn't connect, go back to that step and rewrite.

Red Flags — 见到立刻停

Red Flags — Stop Immediately When You See These

念头	实际
Step 1 写成"他不尊重我"	这是解读不是事件。回 Step 1 写纯事实
Step 2 写成"我应该当时…"、"我那时候不该…"	这是事后视角不是自动输出。回 Step 2 抓第一反应
Step 3 写"我意志力不够"、"我又急了"	这是症状不是旧权重。再挖一层
Step 4 写"以后我要情绪稳定"、"我要更成熟"	太大、空泛、是 to-do 决心。改写成针对一类触发情境的新响应
Step 4 和 Step 5 写成同一句	第 4 是要训练的参数（一类情境的新模式），第 5 是那一秒落地的具体动作。两层。重写
Step 5 写"我下次会注意"、"我会想开点"	这不是动作。改成可观测物理动作
Step 5 写"想 X"、"提醒自己 X"	想不是动作。改成可观测物理动作
"我记下来" / "我写进笔记"	这是 L1，整个 skill 就是反对这个
"下次我每天冥想 10 分钟"	太大、依赖意志力。回 Step 5 改小
"五步太麻烦，我先记一下感受"	这正是他过去 N 次没长一智的原因

Thought	Reality
Step 1 written as "He doesn't respect me"	This is interpretation, not an event. Go back to Step 1 to write pure facts
Step 2 written as "I should have…", "I shouldn't have…"	This is post-hoc perspective, not automatic output. Go back to Step 2 to catch the first reaction
Step 3 written as "I lack willpower", "I got angry again"	This is a symptom, not old weights. Dig deeper
Step 4 written as "I want to be emotionally stable from now on", "I want to be more mature"	Too big, vague, a to-do resolution. Rewrite as a new response pattern for a specific trigger scenario
Step 4 and Step 5 are the same sentence	Step 4 is the parameter to train (new pattern for a type of scenario), Step 5 is the specific action to implement in that split second. These are two layers. Rewrite
Step 5 written as "I'll pay attention next time", "I'll let it go"	This is not an action. Rewrite as an observable physical action
Step 5 written as "Think X", "Remind myself X"	Thinking is not an action. Rewrite as an observable physical action
"I'll write it down" / "I'll add it to my notes"	This is L1, and this skill is designed to oppose this
"I'll meditate 10 minutes every day from now on"	Too big, relies on willpower. Go back to Step 5 to make it smaller
"The five steps are too麻烦, I'll just note my feelings first"	This is exactly why he hasn't gained wisdom from setbacks in the past N times

不要做这个 skill 的时候

When Not to Use This Skill

一次性外部事件、没有反复模式——没必要走五步，记一下就行
情绪正在炸——先让情绪走完再开 Step 1，不要在火上叫他答问题
没"吃堑"的预防性反思——这不是这个 skill 的工作，去做 office-hours 之类的
别人的事——这个 skill 只对当事人有效，替别人走五步没意义

One-time external events with no recurring pattern—no need to go through the five steps, just take a note
Emotions are still erupting—wait for the emotions to settle before starting Step 1, don't ask questions while the user is upset
Preventive reflection without experiencing a setback—this is not the job of this skill, use something like office-hours instead
Other people's issues—this skill only works for the person experiencing the setback, going through the steps for someone else is meaningless