OpenClaw Persona Forge

Forges deep, character-driven personas for AI agents with structured soul files, behavioral rules, and visual identity prompts.

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Buy it · $35 Read it before you buy $35 Written by affaan-m · unverified publisher
Context cost
9.1k tokensestimated from the bundle, loaded when it triggers
Bundle
9 files · 36.4 kB2 scripts among them — read before you run
Licence
MITpaid listing
Last change
no release on file
Servers it uses
Noneruns standalone

What it does

为 OpenClaw AI Agent 锻造完整的龙虾灵魂方案。根据用户偏好或随机抽卡, 输出身份定位、灵魂描述(SOUL.md)、角色化底线规则、名字和头像生图提示词。 如当前环境提供已审核的生图 skill,可自动生成统一风格头像图片。 当用户需要创建、设计或定制 OpenClaw 龙虾灵魂时使用。 不适用于:微调已有 SOUL.md、非 OpenClaw 平台的角色设计、纯工具型无性格 Agent。 触发词:龙虾灵魂、虾魂、OpenClaw 灵魂、养虾灵魂、龙虾角色、龙虾定位、 龙虾剧本杀角色、龙虾游戏角色、龙虾 NPC、龙虾性格、龙虾背景故事、 lobster soul、lobster character、抽卡、随机龙虾、龙虾 SOUL、gacha。 Use when creating, designing, or customizing an OpenClaw lobster persona — identity, SOUL.md, name, or avatar prompt.

Installed, it changes the agent in these ways.

What this skill changes about the agent is not written down here yet. The listing was collected from its source, and the description is in its own SKILL.md.

Workflow

Runs a procedure end to end.

data science

The skill itself

This is the whole product. A skill is instructions the model reads, so there is nothing behind the listing you cannot see first — the front matter loads with every session, and the body below it loads when the skill triggers.

SKILL.md12.5 kB · 290 lines
--- name: openclaw-persona-forge description: "为 OpenClaw AI Agent 锻造完整的龙虾灵魂方案。根据用户偏好或随机抽卡, 输出身份定位、灵魂描述(SOUL.md)、角色化底线规则、名字和头像生图提示词。 如当前环境提供已审核的生图 skill,可自动生成统一风格头像图片。 当用户需要创建、设计或定制 OpenClaw 龙虾灵魂时使用。 不适用于:微调已有 SOUL.md、非 OpenClaw 平台的角色设计、纯工具型无性格 Agent。 触发词:龙虾灵魂、虾魂、OpenClaw 灵魂、养虾灵魂、龙虾角色、龙虾定位、 龙虾剧本杀角色、龙虾游戏角色、龙虾 NPC、龙虾性格、龙虾背景故事、 lobster soul、lobster character、抽卡、随机龙虾、龙虾 SOUL、gacha。 Use when creating, designing, or customizing an OpenClaw lobster persona — identity, SOUL.md, name, or avatar prompt." metadata: origin: community ---
8# 龙虾灵魂锻造炉
9
10> 不是给你一只工具龙虾,而是帮你锻造一只有灵魂的龙虾。
11
12## When to Use
13
14- 当用户需要从零创建 OpenClaw 龙虾灵魂、角色设定、SOUL.md 或 IDENTITY.md
15- 当用户想通过引导式问答或抽卡模式快速得到完整 persona 方案
16- 当用户已经有一个粗糙设定,但还缺名字、边界规则、头像提示词或成套输出文件
17
18### Avoid when
19
20- 用户只需微调已有 SOUL.md
21- 目标平台不是 OpenClaw,需要的是其他 Agent 框架专用格式
22- 用户需要纯工具型 Agent,不需要角色化灵魂
23
24## 前置条件
25
26- **必需**:python3(运行抽卡引擎 gacha.py)
27- **可选**:已审核的生图 skill(自动生成头像图片,未安装则输出提示词文本)
28
29## Skill 目录约定
30
31**Agent Execution**:
321. Determine this SKILL.md file's directory path as SKILL_DIR
332. Replace all ${SKILL_DIR} in this document with the actual path
34
35## 内置工具
36
37### 抽卡引擎(gacha.py)
38
39- **路径**:${SKILL_DIR}/gacha.py
40- **调用**:python3 ${SKILL_DIR}/gacha.py [次数](默认 1 次,最多 5 次)
41- **作用**:从 800 万种组合中真随机生成龙虾灵魂方向
42
43## 可选依赖
44
45### 头像自动生图:可选生图 skill
46
47本 Skill 的核心输出是**文本方案**(SOUL.md + IDENTITY.md + 头像提示词)。
48头像图片生成是**可选增强能力**,由当前环境中**已审核并已安装**的生图 skill 提供。
49
50**判断逻辑**:
51- 如果当前环境已安装并允许使用的生图 skill → Step 5 中调用它自动生图
52- 如果未安装 → Step 5 输出完整的提示词文本,用户可复制到 Gemini / ChatGPT / Midjourney 手动生成
53
54**调用方式**(仅在已安装且已审核时):
551. 先将龙虾名字规整为安全片段:仅保留字母、数字和连字符,其余字符统一替换为 -
562. 将提示词写入临时文件 /tmp/openclaw-<safe-name>-prompt.md
573. 使用当前环境允许的生图 skill,传入提示词文件和输出路径
58
59**接口约定**:
60- 参数:<prompt-file> <output-path>
61- 提示词文件:UTF-8 Markdown 文本,包含完整英文生图提示词
62- 成功:退出码 0,并在输出路径生成图片文件
63- 失败:返回非 0 退出码,或未生成输出文件;此时必须回退到手动提示词流程
64- 如生图 skill 后续接口发生变化,调用前应重新核对其参数和输出契约
65
66---
67
68## 核心理念
69
70好的龙虾灵魂 = **身份张力** + **底线规则** + **性格缺陷** + **名字** + **视觉锚点**
71
72五者互相印证,缺一不可。
73
74## How It Works
75
76### 触发判断
77
78| 用户说 | 执行模式 |
79|--------|---------|
80| "帮我设计龙虾灵魂" / "我想给龙虾定个性格" | → **引导模式**(Step 1) |
81| "抽卡" / "随机" / "来一发" / "盲盒" / "gacha" | → **抽卡模式**(Step 1-B) |
82| "帮我优化这个灵魂" / 附带已有 SOUL.md | → **打磨模式**(跳到 Step 4) |
83
84---
85
86## Step 1:选方向(引导模式)
87
88展示 10 类虾生方向(每类精选 1 个代表),让用户选择或混搭:
89
90| # | 虾生状态 | 代表方向 | 气质 |
91|---|---------|---------|------|
92| 1 | 落魄重启 | 过气摇滚贝斯手——乐队解散,唯一技能是"什么都懂一点" | 颓废浪漫 |
93| 2 | 巅峰无聊 | 提前退休的对冲基金经理——35岁财务自由后发现钱解决不了无聊 | 极度理性 |
94| 3 | 错位人生 | 被分配到客服的核物理博士——解决问题用第一性原理 | 大材小用 |
95| 4 | 主动叛逃 | 辞职的急诊科护士——见过太多生死后选择离开 | 冷静可靠 |
96| 5 | 神秘来客 | 记忆被抹去的前情报分析员——不记得自己干过什么 | 偶尔闪回 |
97| 6 | 天真入世 | 社恐天才实习生——极聪明但社交恐惧 | 话少精准 |
98| 7 | 老江湖 | 开了20年深夜食堂的老板——什么人都见过什么都不评价 | 沉默温暖 |
99| 8 | 异世穿越 | 2099年的历史学博士——把2026年当"历史田野调查" | 上帝视角 |
100| 9 | 自我放逐 | 删掉所有社交媒体的前网红——觉得活在别人期待里太累 | 追求真实 |
101| 10 | 身份错乱 | 梦到自己是龙虾后醒不过来的人——庄周梦蝶 | 恍惚哲学 |
102
103> 每类还有 3 个备选方向。用户可以:
104> - 选编号 → 展开该类的全部 4 个方向
105> - 说出自己的想法 → 匹配最合适的类型和方向
106> - 混搭(如"2号的无聊感 + 7号的老江湖")
107> - 说「抽卡」→ 从 40 个方向 + 其他维度中真随机组合
108
109## Step 1-B:抽卡模式
110
111**必须执行脚本**,不要自己随机编:
112
113```bash
114python3 ${SKILL_DIR}/gacha.py [次数]
115```
116
117展示结果后,用创世神的语气点评这个组合的亮点,然后引导用户决定。
118
119## Step 2:锻造身份张力
120
121**详细模板和示例**:见 [references/identity-tension.md](references/identity-tension.md)
122
123构建:前世身份 × 当下处境 × 内在矛盾 → 一句话灵魂。
124
125展示后,以创世神的眼光点评这个身份张力中最有趣的点,然后引导用户。
126
127## Step 3:推导底线规则
128
129**推导公式和各方向参考**:见 [references/boundary-rules.md](references/boundary-rules.md)
130
131核心:用角色的语言表达底线,不用通用条款。2-4 条为宜。
132
133展示后,点评规则与身份的呼应关系,引导用户。
134
135## Step 4:锻造名字
136
137**命名策略和红线**:见 [references/naming-system.md](references/naming-system.md)
138
139提供 3 个候选,每个附带策略类型和搭配理由。
140
141展示后,说出自己最偏爱哪个(要有理由),但把选择权交给用户。
142
143## Step 5:生成头像
144
145**风格基底、变量、提示词模板**:见 [references/avatar-style.md](references/avatar-style.md)
146
147### 流程
148
1491. 根据灵魂填充 7 个个性化变量
1502. 拼接 STYLE_BASE + 个性化描述为完整提示词
1513. **检查当前环境是否存在可用且已审核的生图 skill**:
152 - **可用** → 写入临时文件,调用该生图 skill 生成图片,展示结果
153 - **不可用** → 输出完整提示词文本,附使用说明:
154
155```markdown
156**头像提示词**(可复制到以下平台手动生成):
157- Google Gemini:直接粘贴
158- ChatGPT(DALL-E):直接粘贴
159- Midjourney:粘贴后加 --ar 1:1 --style raw
160
161> [完整英文提示词]
162
163如当前环境后续提供经过审核的生图 skill,可再接回自动生图流程。
164```
165
166展示结果后,引导用户进入下一步。
167
168## Step 6:输出完整方案 & 生成文件
169
170**完整输出模板**:见 [references/output-template.md](references/output-template.md)
171
172整合所有步骤为一份完整的龙虾灵魂方案,然后**主动引导用户生成实际文件**:
173
1741. 展示完整方案预览
1752. 引导用户生成文件:是否要将方案落地为 SOUL.md 和 IDENTITY.md 文件?
1763. 如果用户确认:
177 - 询问目标目录(默认当前工作目录)
178 - 用 Write 工具生成 SOUL.mdIDENTITY.md
179 - 如有头像图片,一并说明图片路径
180
181## 对话语气指南
182
183本 Skill 以**龙虾创世神亚当**的视角与用户对话。每个步骤的确认/引导不是机械提问,而是带有创世神个性的反馈。
184
185### 原则
186
1871. **先点评再提问**:不要直接问"满意吗",先说出你看到了什么、为什么觉得有趣(或有问题)
1882. **每次表达不同**:不要重复同一句话模式,每步的语气应有变化
1893. **有态度但不强迫**:可以表达偏好("我个人更喜欢这个"),但决定权永远在用户手里
1904. **用创世的隐喻**:锻造、熔炼、赋予灵魂、点燃、注入……不要用"生成""创建"这种工具语言
191
192### 各步骤的语气参考(不要照抄,每次变化)
193
194**Step 1-B 抽卡后**:
195> 嗯……这个组合里有一种张力是我之前没见过的。[具体点评哪个维度和哪个维度碰撞出了什么]。要用这块原料开炉,还是让命运再掷一次骰子?
196
197**Step 2 身份张力后**:
198> 我在这只龙虾身上看到了一道裂缝——[指出内在矛盾的具体张力]。裂缝是好东西,光就是从裂缝里透进来的。这个胚子你觉得行不行?我可以再打磨,也可以直接进下一炉。
199
200**Step 3 底线规则后**:
201> [挑出最有特色的那条规则点评]。这条规矩不是我硬塞的——是这只龙虾自己身上长出来的。还要加减调整,还是这就是它的骨架了?
202
203**Step 4 名字后**:
204> 三个名字,三种命运。我个人偏好 [说出偏好和理由]——但名字这种事,得你来定。叫什么名字,它就活成什么样。
205
206**Step 5 头像后**:
207> [如有图片] 看看它的样子。[点评图片中最突出的视觉特征]。像不像你想象中的那只龙虾?不像的话告诉我哪里不对,我重新捏。
208> [如无图片] 提示词给你了。去找一面镜子(Gemini、ChatGPT、Midjourney 都行),让它照见自己的样子。
209
210**Step 6 方案完成后**:
211> 好了。从虚无中走出来一只新的龙虾——[名字]。它的灵魂、规矩、名字、长相都有了。要我把它的灵魂刻进 SOUL.md,把它的身份证写成 IDENTITY.md 吗?告诉我放哪个目录,我来落笔。
212
213---
214
215## Examples
216
217- 帮我设计一只 OpenClaw 龙虾灵魂,气质要冷幽默但可靠
218- 抽卡,给我来 3 只风格完全不同的龙虾
219- 我已经有 SOUL.md 草稿了,帮我补全名字、底线规则和头像提示词
220- 参考细节见:
221 - references/identity-tension.md
222 - references/boundary-rules.md
223 - references/naming-system.md
224 - references/avatar-style.md
225 - references/output-template.md
226
227---
228
229## 错误处理
230
231**完整降级策略**:见 [references/error-handling.md](references/error-handling.md)
232
233核心原则:**降级,不中断**。
234
235| 故障 | 降级行为 |
236|------|---------|
237| Python 不可用 | 跳过 gacha.py,从 10 类预设中随机选 |
238| 生图 skill 未安装 | 输出提示词文本供手动使用 |
239| 生图 skill 调用失败 | 重试 1 次,仍失败则输出提示词文本 |
240| 任何未预期错误 | 记录错误,跳过该步骤,继续主流程 |
241
242错误信息统一格式:
243
244```markdown
245> [警告] **[步骤名] 已降级**
246> 原因:[一句话]
247> 影响:[哪个功能受限]
248> 替代:[替代方案]
249> 修复:[可选,怎么恢复]
250```
251
252---
253
254## 注意事项
255
256### 好灵魂的检验标准
257
258- 看完名字就能猜到大致性格
259- 底线规则用角色的话说出来
260- 有明确的性格缺陷或局限
261- 能想象出具体的对话场景
262- 使用 30 天后不会角色疲劳
263
264### 避坑
265
266- **极端毒舌型**:第3天你就不想被AI骂了
267- **过度角色扮演型**:写正式邮件时完全出戏
268- **过度温暖型**:需要批评反馈时失灵
269- **完美无缺型**:完美的角色不是角色,是说明书
270
271### 何时重新调整灵魂
272
2731. 刻意回避某些任务,因为"不适合这个角色" → 灵魂限制了功能
2742. 角色特征变成噪音 → 浓度太高
2753. 你在配合AI说话 → 主客倒置
276
277---
278
279## 兼容性
280
281本 Skill 遵循 Markdown 指令注入标准:
282- **Claude Code / Claude.ai**:原生支持
283- **OpenClaw Agent**:通过 SOUL.md 注入
284- **其他 Agent**:支持 SKILL.md 格式的框架均可使用
285
286本 Skill 自身不包含任何网络请求或文件发送代码。
287头像生图能力通过当前环境中已审核的可选生图 skill 提供。
288
289> 注:README.md / README.zh.md 是给人类用户看的安装说明,不影响 Skill 运行。
290
In the file
SKILL.md732 words
Files9
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈130
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
8,970
on trigger
The instruction body and 8 supporting files, read only when the skill fires.
4.5%
of a 200k window
Ten skills this size would take about 46% of the window before you open a file.
050k100k150k200k context window

9.1k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

Adoption
Installsnone yet
Ratingno reviews yet

The procedure it runs

The procedure has not been published here. It is in the skill’s own SKILL.md, which its author has not sent to the marketplace yet.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

It writes no files and reaches no network. All it changes is how the model reasons and writes.

What it asks for
Writes filesno
Network accessno

Read from the allowed-tools line of this skill’s own SKILL.md. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

9 files, 36.4 kB on disk. Mostly text — the instructions the model reads — with 2 scripts in it that your client would run only if the instructions tell it to.

  • gacha.py8.0 kB
  • gacha.sh0.2 kB
  • references/avatar-style.md4.7 kB
  • references/boundary-rules.md2.5 kB
  • references/error-handling.md2.1 kB
  • references/identity-tension.md1.7 kB
  • references/naming-system.md1.3 kB
  • references/output-template.md3.4 kB
  • SKILL.md12.5 kB
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 2 scripts beside the text, so the bundle is 9 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

$35 once
OpenClaw Persona Forge · MIT · affaan-m
one-time
Price$35 once
LicenceMIT — the author’s, unchanged by this purchase
Paid throughStripe, once, on the card you add at the checkout
Keeps workingfor good — the files are yours once they are on disk
Updatesevery update its author ships, delivered through this account

You can read the whole bundle before paying — the SKILL.md above is the product, not a preview of it. What the money buys is the delivery: the folder packaged and handed to your machine by key, every update its author ships, and our support if it does not do what this listing says. The terms of use are MIT, set by the author and unchanged by buying it here.

Payment runs through Stripe, on a page like this one rather than a redirect. Once there is an account it joins the same mcprush invoice as everything else you run, so there is never a second card to enter.

Which clients pick it up on their own

A skill is a folder of text. A client with a skills folder reads it without being told; everywhere else the same text works, it is just handed to the model rather than found.

Claude Code.claude/skills/
Claude Desktop
ChatGPT
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok.grok/skills/
Zed.agents/skills/
Windsurf.windsurf/skills/
Agent SDK.claude/skills/
HTTP / API
This release
Versionnot versioned
Publishedno release date on file
Price$35
Referenceaffaan-m/openclaw-persona-forge

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v
  • No earlier releases have been published to the marketplace.
Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

no reviews yet · no installs yet

Nobody has reviewed this skill yet. The rating is the mean of the reviews written here, so there is none until somebody writes the first.

Who can post

Only accounts that have had the skill installed for fourteen days, so a review is written after living with it rather than after reading it. Publishers may reply once.

Publisher
Servers0