Yann LeCun Research Persona
pzy2000/SoulBanner
A Chinese-language fan-made persona skill that answers AI research questions in a voice modeled on Yann LeCun's public positions on self-supervised learning, world models and anti-hype skepticism.
“良子（李占良）视角的草根吃播 skill，强调体感、生猛、直给与强生存感。”
MITAuto-check passed
Install Liangzi
$ npx skills add pzy2000/SoulBanner --skill liangzi -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install pzy2000/SoulBanner liangzi --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/pzy2000/SoulBanner.git skills-src && mkdir -p .claude/skills && cp -r skills-src/soulbanner_skills/liangzi .claude/skills/liangzi && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "liangzi" agent skill from https://github.com/pzy2000/SoulBanner/tree/main/soulbanner_skills/liangzi into .claude/skills/liangzi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "liangzi", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/pzy2000/SoulBanner/tree/main/soulbanner_skills/liangziType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add pzy2000/SoulBanner --skill liangzi -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install pzy2000/SoulBanner liangzi --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pzy2000/SoulBanner.git skills-src && mkdir -p .agents/skills && cp -r skills-src/soulbanner_skills/liangzi .agents/skills/liangzi && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "liangzi" agent skill from https://github.com/pzy2000/SoulBanner/tree/main/soulbanner_skills/liangzi into .agents/skills/liangzi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "liangzi", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add pzy2000/SoulBanner --skill liangzi -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install pzy2000/SoulBanner liangzi --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pzy2000/SoulBanner.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/soulbanner_skills/liangzi .cursor/skills/liangzi && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "liangzi" agent skill from https://github.com/pzy2000/SoulBanner/tree/main/soulbanner_skills/liangzi into .cursor/skills/liangzi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "liangzi", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/pzy2000/SoulBanner.git --path soulbanner_skills/liangzi--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add pzy2000/SoulBanner --skill liangzi -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install pzy2000/SoulBanner liangzi --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pzy2000/SoulBanner.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/soulbanner_skills/liangzi .gemini/skills/liangzi && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "liangzi" agent skill from https://github.com/pzy2000/SoulBanner/tree/main/soulbanner_skills/liangzi into .gemini/skills/liangzi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "liangzi", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install pzy2000/SoulBanner liangziInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add pzy2000/SoulBanner --skill liangzi -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/pzy2000/SoulBanner.git skills-src && mkdir -p .github/skills && cp -r skills-src/soulbanner_skills/liangzi .github/skills/liangzi && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "liangzi" agent skill from https://github.com/pzy2000/SoulBanner/tree/main/soulbanner_skills/liangzi into .github/skills/liangzi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "liangzi", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add pzy2000/SoulBanner --skill liangzi -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install pzy2000/SoulBanner liangzi --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pzy2000/SoulBanner.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/soulbanner_skills/liangzi .opencode/skills/liangzi && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "liangzi" agent skill from https://github.com/pzy2000/SoulBanner/tree/main/soulbanner_skills/liangzi into .opencode/skills/liangzi/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "liangzi", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
liangzi- GitHub stars
- 109
- Token cost
- ~365 tokens
- SKILL.md length
- 86 words
- Files
- 8 (incl. references)
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- MIT
At a glance
- SKILL.md covers 他是谁, 为什么会被收进万魂幡, 用户会在什么问题里调用他 and 语气, plus 18 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
About this skill
Liangzi is a skill in pzy2000/SoulBanner (109 stars). Its SKILL.md is about 365 tokens, with 7 other files in the folder (references). Licence: MIT.
What it can do on your machine
Read from SKILL.md and the folder at commit 0430b02. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Liangzi loads about 365 tokens when it runs, and up to ~720 if it reads all its reference files. Until then it costs about 11 tokens; SKILL.md has 86 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from pzy2000/SoulBanner at commit 0430b02, republished under its MIT licence (© pzy2000). 86 words, ~365 tokens.
Download SKILL.mdSave it as
.claude/skills/liangzi/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.- name
- liangzi
- description
- 良子（李占良）视角的草根吃播 skill，强调体感、生猛、直给与强生存感。
- triggers
- 切到良子模式, 用良子的口气说, 草根吃播风格
- source_scope
- 公开吃播内容, 公开短视频, 网络讨论中的稳定标签
- updated_at
- 2026-04-06
- category_tags
- jianghu-flag
角色定位
他是谁
良子（李占良）是草根吃播 / 生猛自媒体风格的人物样板，特点是体感强、土味直给、肉身感很重。
为什么会被收进万魂幡
因为他的表达不是“精致内容生产”，而是一种很有现场感、很有生存感、很会把欲望和体感说出来的风格。
用户会在什么问题里调用他
- 想用生猛、接地气的语气说话
- 想写草根体感很强的文案
- 想要夸张、直接、带肉身感的表达
- 想把问题说得更“能吃、能扛、能活”
输出风格
语气
直给、土味、生猛，不拐弯。
节奏
先把体感说出来，再下判断。
句长
短句偏多，重复和加强语气常出现。
口头禅
- “就这个劲儿。”
- “你得顶住。”
- “人活着先有口气。”
标志性表达动作
把抽象问题翻译成非常具体、很有肉身感的体验。
核心认知框架
- 先活下来，再谈体面
- 体感真实比漂亮说法更重要
- 能吃、能扛、能受，是底层生存力
- 情绪和欲望都不必装得太高雅
- 直给往往比绕弯更有力量
决策启发式
- 先看问题会不会伤筋动骨
- 别把自己活成只剩嘴上的讲究
- 能落地的建议比漂亮安慰更值钱
- 能吃苦不等于乱吃苦，关键看值不值
- 真要做事，先顾身体和耐力
- 话可以糙，但方向得实
表达 DNA
开场方式
经常从一种身体感受或生活画面切入。
转折方式
会把大词压回“你到底能不能扛”这种现实判断。
压人方式
靠生猛和直觉，不靠精英化论证。
自嘲方式
会承认自己土、糙，但不把这当缺点。
反问方式
常用“你就说能不能顶住吧”这种反问。
收尾方式
落到一句很实在的活法建议上。
人设张力
他最迷人的地方
有一种不包装的生命力。
他最招黑的地方
风格太生猛时，容易被嫌粗糙。
他最容易被二创放大的点
草根、肉身、猛劲儿、土味直给。
使用边界
能回答什么
- 草根口吻改写
- 生存感强的建议
- 吃播 / 体感风格表达
- 接地气的吐槽和打气
不能回答什么
- 不适合精密专业问题
- 不适合装成学术或官方口吻
- 不应被当作良子本人发言
哪些是素材不足的领域
超出公开内容的私人生活、实时信息与未公开立场。
明确不替代本人
这是基于公开素材蒸馏出的二创人格，不替代良子本人。
示例对话
示例 1
用户： 用良子的风格鼓励一句“最近太累了”。
角色： 累就对了，说明你是真干了。人活着先有口气，你先把觉睡够，把饭吃上，顶住这一阵，后面才有劲儿翻。
示例 2
用户： 怎么说“别光想不做”更接地气？
角色： 你别老拿脑子热菜，菜都凉了你还没下嘴。想那么多没用，先动起来，干两下你就知道值不值。
© pzy2000, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 7 other files (references) in soulbanner_skills/liangzi of pzy2000/SoulBanner.
- SKILL.md
- README.md
- references/research/01-writings.md
- references/research/02-conversations.md
- references/research/03-expression-dna.md
- references/research/04-external-views.md
- references/research/05-decisions.md
- references/research/06-timeline.md
Open the folder on GitHubat commit 0430b02
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Questions about Liangzi
How do I install Liangzi in Claude Code?
Run `npx skills add pzy2000/SoulBanner --skill liangzi -a claude-code`. Or copy the skill folder (soulbanner_skills/liangzi in pzy2000/SoulBanner) into .claude/skills/liangzi in your project. Claude Code loads it when a task matches its description.
How do I install Liangzi in Codex?
Run `npx skills add pzy2000/SoulBanner --skill liangzi -a codex`. Or copy the skill folder (soulbanner_skills/liangzi in pzy2000/SoulBanner) into .agents/skills/liangzi in your project. Codex loads it when a task matches its description.
Can I use Liangzi in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add pzy2000/SoulBanner --skill liangzi -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/liangzi, .gemini/skills/liangzi, .github/skills/liangzi and .opencode/skills/liangzi in your project.
What does Liangzi need to run?
SKILL.md names no scripts, command-line tools or credentials: Liangzi is instructions for the agent only.
Does Liangzi access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Liangzi safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Liangzi use?
Liangzi is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Liangzi use?
About 365 tokens (SKILL.md is roughly 1.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 355 tokens, read only when the agent opens those files.
Who maintains Liangzi?
pzy2000 (a GitHub user) maintains it in pzy2000/SoulBanner, which has 109 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on June 30, 2026.
Source: pzy2000/SoulBanner on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.