Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/junmystery/agent-guidance-python/openclaw-persona-forgenpx skills add JunMystery/Agent-Guidance-Python --skill openclaw-persona-forgegit clone --depth 1 https://github.com/JunMystery/Agent-Guidance-PythonWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/junmystery/agent-guidance-python/openclaw-persona-forge)<a href="https://agentmods.dev/skills/junmystery/agent-guidance-python/openclaw-persona-forge"><img src="https://agentmods.dev/badge/skills/junmystery/agent-guidance-python/openclaw-persona-forge.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00221 | $0.03606 |
| Opus 5 | $0.00111 | $0.01803 |
| Sonnet 5 | $0.00044 | $0.00721 |
| Haiku 4.5 | $0.00022 | $0.00361 |
Grade A, and why
openclaw-persona-forge scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
97% identical to openclaw-persona-forge — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 289 lines — stays where its author put it; the contents beside it link to each section on GitHub.
龙虾灵魂锻造炉
不是给你一只工具龙虾，而是帮你锻造一只有灵魂的龙虾。
When to Use
- 当用户需要从零创建 OpenClaw 龙虾灵魂、角色设定、SOUL.md 或 IDENTITY.md
- 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
- 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
Avoid when
- 用户只需微调已有 SOUL.md
- 目标平台不是 OpenClaw，需要的是其他 Agent 框架专用格式
- 用户需要纯工具型 Agent，不需要角色化灵魂
前置条件
- 必需：
python3（运行抽卡引擎 gacha.py） - 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）
Skill 目录约定
Agent Execution:
- Determine this SKILL.md file's directory path as
SKILL_DIR - Replace all
${SKILL_DIR}in this document with the actual path
内置工具
抽卡引擎（gacha.py）
- 路径：
${SKILL_DIR}/gacha.py - 调用：
python3 ${SKILL_DIR}/gacha.py [次数]（默认 1 次，最多 5 次） - 作用：从 800 万种组合中真随机生成龙虾灵魂方向
可选依赖
头像自动生图：可选生图 skill
本 Skill 的核心输出是文本方案（SOUL.md + IDENTITY.md + 头像提示词）。 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。
判断逻辑：
- 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
- 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
调用方式（仅在已安装且已审核时）：
- 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
- - 将提示词写入临时文件
/tmp/openclaw-<safe-name>-prompt.md - 使用当前环境允许的生图 skill，传入提示词文件和输出路径
接口约定：
- 参数：
<prompt-file> <output-path> - 提示词文件：UTF-8 Markdown 文本，包含完整英文生图提示词
- 成功：退出码
0，并在输出路径生成图片文件 - 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 - 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
核心理念
好的龙虾灵魂 = 身份张力 + 底线规则 + 性格缺陷 + 名字 + 视觉锚点
五者互相印证，缺一不可。
How It Works
触发判断
| 用户说 | 执行模式 |
|---|---|
| "帮我设计龙虾灵魂" / "我想给龙虾定个性格" | → 引导模式（Step 1） |
| "抽卡" / "随机" / "来一发" / "盲盒" / "gacha" | → 抽卡模式（Step 1-B） |
| "帮我优化这个灵魂" / 附带已有 SOUL.md | → 打磨模式（跳到 Step 4） |
Step 1：选方向（引导模式）
展示 10 类虾生方向（每类精选 1 个代表），让用户选择或混搭：
| # | 虾生状态 | 代表方向 | 气质 |
|---|---|---|---|
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 6 | 天真入世 | 社恐天才实习生——极聪明但社交恐惧 | 话少精准 |
| 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 |
| 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 |
| 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 |
| 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 |
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 289 lines · 221 tokens per session scan A c47fdf88bcaf
openclaw-persona-forge is a skill published in the GitHub repository JunMystery/Agent-Guidance-Python (2 stars, last pushed 1mo ago), licensed MIT. It adds 221 tokens to every session and 3,606 once invoked, about $0.0011 per session on Opus 5. A static security scan graded it A with 0 findings. It is 97% identical to openclaw-persona-forge, differing in 2 lines, and is treated as a copy.
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