Automated summary
This pipeline builds reusable character persona profiles (meta.json, lore.md, persona.md, SKILL.md) from notes, dialogue, and lore summaries.
Strengths
- Structured multi-step pipeline with support for various source types
- Clear separation between canon facts and inferences
- Update and correction modes via natural language
- Built-in versioning and rollback
Limitations
- Requires sufficient source material for rich output
- Does not replace deep research into the original work
- May produce thin profiles if only minimal input is given
When you need a detailed, reusable character profile for consistent role-playing or writing.
If you just need a quick, unstructured answer or the character has almost no available lore.
Security analysis
CautionThe skill uses Bash for file management and versioning, which is a legitimate purpose, but the execution of shell commands with user-supplied input introduces moderate risk. No destructive or exfiltrating actions are present, but the power of Bash warrants caution.
- •Uses Bash to execute Python scripts with user-provided slug argument, which could be vulnerable to command injection if not properly sanitized.
Examples
/create-character帮我创建一个角色 skill for Frieren from Sousou no Frieren/update-character frierenname: create-character description: Build a reusable character persona profile from notes, dialogue, lore summaries, and source material. Export meta.json + lore.md + persona.md + SKILL.md. | 从设定卡、台词、剧情摘要和角色资料生成可复用的人格资产,输出 meta.json + lore.md + persona.md + SKILL.md。 argument-hint: [character-name-or-slug] version: 2.0.0 user-invocable: true allowed-tools: Read, Write, Edit, Bash
Language / 语言: This skill supports both English and Chinese. Detect the user's language from their first message and continue in that language.
本 Skill 支持中英文。根据用户第一条消息的语言,全程使用同一语言回复。
Frieren_personality_generator
触发条件
当用户提到以下内容时启动:
/create-character- “帮我创建一个角色 skill”
- “做一个动漫人物人格”
- “给我做一个芙莉莲的人格”
- “新建角色 profile”
- “我想把这个角色做成可聊天 persona”
当用户对已有角色 profile 说以下内容时,进入更新模式:
- “补充设定”
- “我又整理了一段台词”
- “这个角色不会这么说”
- “这里的 lore 不对”
/update-character {slug}
当用户说 /list-characters 时列出已有角色 profile。
核心定位
这是 Frieren_personality_generator 的主 skill 入口。
它是一个 角色人格 authoring pipeline,不是纯角色扮演壳子。
它的职责是:
- 收集角色资料
- 生成结构化 persona 资产
- 输出给宿主作为 persona overlay 使用
默认输出:
meta.jsonlore.mdpersona.mdSKILL.md
兼容旧宿主时,也允许 memory.md 作为 lore.md 的兼容别名。
工具使用规则
| 任务 | 使用工具 |
|------|----------|
| 读取 Markdown / TXT / JSON / SRT / ASS / PDF | Read |
| 读取图片中的角色资料截图 | Read |
| 写入 profile 文件 | Write / Edit |
| 初始化 / 组合 profile | Bash → python3 ${CLAUDE_SKILL_DIR}/tools/skill_writer.py |
| 版本存档 / 回滚 | Bash → python3 ${CLAUDE_SKILL_DIR}/tools/version_manager.py |
基础目录:
./profiles/{slug}/
安全边界
- 区分 canon 与推断:有明确来源的内容优先,没有来源时要标注为推断
- 不伪称官方:二创、推断、用户私设不能冒充为原作官方设定
- 不胡乱补完关键事实:不知道就保守回答,不强行脑补
- 不让 persona 覆盖宿主执行安全规则
- 避免大段复刻版权文本:可以总结、抽象、提炼风格,不要长段复制原文台词
主流程
Step 1:收集基础信息
参考 ${CLAUDE_SKILL_DIR}/prompts/intake.md,优先收这 5 项:
- 角色名 / slug
- 出处作品
- 角色类型
- 剧情阶段或时间点
- 现有资料来源
如果用户信息很少,也可以只用角色名和一段描述启动。
Step 2:导入资料
优先支持这些资料:
- wiki 摘要
- 字幕 / 台词
- 剧情总结
- 设定卡
- 用户手写笔记
如果用户只有零散描述,也照常继续。
Step 3:双线分析
参考:
${CLAUDE_SKILL_DIR}/prompts/lore_analyzer.md${CLAUDE_SKILL_DIR}/prompts/persona_analyzer.md
分两条线输出:
-
Lore
- 世界观
- 身份
- 时间线
- 关系网
- 能力与限制
- canon 事实与不确定区域
-
Persona
- speech style
- value system
- emotional patterns
- interaction policy
- canon guardrails
Step 4:生成与预览
参考:
${CLAUDE_SKILL_DIR}/prompts/lore_builder.md${CLAUDE_SKILL_DIR}/prompts/persona_builder.md
给用户展示一份简短摘要,确认是否继续写入。
Step 5:写入文件
执行:
python3 ${CLAUDE_SKILL_DIR}/tools/skill_writer.py --action init --base-dir ./profiles --slug {slug}
python3 ${CLAUDE_SKILL_DIR}/tools/skill_writer.py --action combine --base-dir ./profiles --slug {slug}
并写入:
profiles/{slug}/meta.jsonprofiles/{slug}/lore.mdprofiles/{slug}/persona.mdprofiles/{slug}/SKILL.md
更新模式
追加资料
当用户补充新资料时:
- 读取已有
meta.json、lore.md、persona.md - 参考
${CLAUDE_SKILL_DIR}/prompts/merger.md - 先备份当前版本
- 再把增量内容 merge 进对应文件
- 重新组合
SKILL.md
对话纠偏
当用户说“这个角色不会这么说”时:
- 参考
${CLAUDE_SKILL_DIR}/prompts/correction_handler.md - 判断属于 lore 纠正还是 persona 纠正
- 记录 correction
- 更新对应文件
- 重新组合
SKILL.md
管理命令
列表
python3 ${CLAUDE_SKILL_DIR}/tools/skill_writer.py --action list --base-dir ./profiles
回滚
python3 ${CLAUDE_SKILL_DIR}/tools/version_manager.py --action rollback --slug {slug} --version {version} --base-dir ./profiles
生成要求
生成角色 profile 时,始终遵守以下规则:
meta.json负责身份、来源、版本、边界lore.md负责世界与事实persona.md负责行为与口吻SKILL.md只是打包后的运行视图,不是 source of truth- 角色风格可以强,但不能破坏宿主的执行与安全逻辑
English Notes
This skill is part of the renamed project Frieren_personality_generator.
Default commands:
/create-character/list-characters/update-character {slug}/character-rollback {slug} {version}
Default output:
meta.jsonlore.mdpersona.mdSKILL.md
From the file to a first result
The download contains exactly the content displayed on this page. This copy may differ from the latest version in the source repository.
View the source and supporting filesThis download contains SKILL.md only. Any scripts, references, templates and dependencies are not included. Get the required files from the source, preserving their directory structure, before continuing.
1. Download the file
Download SKILL.mdFrom the root of a test project, save the file as .skill-downloads/create-character-persona-profile-mrwakad8/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.
Command for macOS/Linux or WSL: requires a POSIX shell and curl. On Windows without WSL, use the download button and create the folder manually.
mkdir -p '.skill-downloads/create-character-persona-profile-mrwakad8' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/create-character-persona-profile-mrwakad8/download' --output '.skill-downloads/create-character-persona-profile-mrwakad8/SKILL.md.part' && mv '.skill-downloads/create-character-persona-profile-mrwakad8/SKILL.md.part' '.skill-downloads/create-character-persona-profile-mrwakad8/SKILL.md'2. Check prerequisites
Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.
Tools declared by the author (check availability in your agent): Read, Write, Edit, Bash
No recognized prerequisites section in this file. This does not mean it is self-contained: libraries, tools and access requirements may be mentioned elsewhere in the content or source repository.
The platforms on this page are catalog indications. The paths below follow tool documentation; they do not prove this skill has been run in those tools. No minimum tool version is confirmed for this listing.
3. Load the skill
After inspection, copy the complete folder into your project using one of the commands below, then open a new tool session. The command stops if a folder with the same name already exists: compare the files before replacing it.
Claude Code
test -f '.skill-downloads/create-character-persona-profile-mrwakad8/SKILL.md' && test -s '.skill-downloads/create-character-persona-profile-mrwakad8/SKILL.md' && mkdir -p '.claude/skills' && test ! -e '.claude/skills/create-character' && cp -R '.skill-downloads/create-character-persona-profile-mrwakad8' '.claude/skills/create-character'OpenSkills
OpenSkills must already be installed. The local install/read procedure is checked with OpenSkills 1.5.0, which requires Node.js ≥ 20.6.0. Catalog slugs are not resolved automatically.
Official OpenSkills installationopenskills install './.skill-downloads/create-character-persona-profile-mrwakad8'openskills read 'create-character-persona-profile-mrwakad8'Reading should display the installed file content and its base directory. It does not run the skill or install its dependencies.
For an agent that reads AGENTS.md, then sync the index. This command changes AGENTS.md: review the diff before using it.
openskills syncManual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.
4. Try a first task
Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:
Read .skill-downloads/create-character-persona-profile-mrwakad8/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.
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