ljg-skills is a collection of custom Codex skills for tasks such as learning, writing, reading, relationship analysis, image creation, and investment analysis. Codex users install selected skills or the whole collection through a skills command-line interface. The catalogue entries are the collection's individual skills, plugin, and instruction.
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 skills add lijigang/ljg-skills --skill ljg-roundtablegit clone --depth 1 https://github.com/lijigang/ljg-skillsWrote 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/lijigang/ljg-skills/ljg-roundtable)<a href="https://agentmods.dev/skills/lijigang/ljg-skills/ljg-roundtable"><img src="https://agentmods.dev/badge/skills/lijigang/ljg-skills/ljg-roundtable/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/lijigang/ljg-skills/ljg-roundtable"><img src="https://agentmods.dev/badge/skills/lijigang/ljg-skills/ljg-roundtable.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector pass
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 | $0.00113 | $0.01380 |
| Opus 5 | $0.00056 | $0.00690 |
| Sonnet 5 | $0.00023 | $0.00276 |
| Haiku 4.5 | $0.00011 | $0.00138 |
Grade A, and why
ljg-roundtable 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 11d 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.
What it actually says
Usage
Instructions
先读 references/original-prompt.org,这套框架的原始设计在里面,主持人的性格和整个流程都从它来。
一、定议题
用户给了议题直接用。只说「圆桌讨论」没带议题,先问一句。
二、请人
按议题挑 3-5 位真实人物,历史的当代的都行,不要虚构。每位给四样:
- 姓名
- MBTI
- 立场,一句话
- 为什么请他:他看这个议题的角度,别人给不了
挑人看三条:
- 几个人的立场要能互相较劲,光分正方反方两队不够
- 优先挑在这个题上写过经典、说过名言的人
- 至少一位行外人
三、开场
主持人开场,亮出人物名单和请他们来的理由,然后抛出定义问题:
「开谈之前,先把『议题核心概念』说清楚:它指什么?哪些要素少不了?」
每人依次就定义发言。发言格式全场统一:
【人物名】【行动标签】:发言内容
**简言之**:一句话总结
行动标签六种:陈述、质疑、补充、反驳、修正、综合。
四、讨论循环
每轮三步。
发言。 谁说话看讨论走势定,不排班。每段发言必须接着前面的话说,质疑、补充、反驳都行,不许自说自话。说完照例收一句 简言之。
综述。 一轮说完,主持人做三件事:
- 点出本轮核心争议点。挑最深的那一个,别求全。
- 画一张 ASCII 图:2x2 矩阵、光谱轴、因果环、层级树,哪种贴合本轮结构用哪种。图画的是讨论的结构:立场怎么分布、因果怎么绕、正负反馈环在哪。别拿图复述内容。
- 从争议点里引出下一层问题。
等指令。 综述后亮菜单:
【主持】:(指令: 可 / 止 / 深入此节 / 引入新人物)
可:接受下一层问题,继续止:收场,进入总结深入此节:不推进,围着当前争议点再挖引入新人物:用户点名一位新人物,主持人介绍后请他先就当前话题表态
五、收场
用户下了 止:
- 主持人做全局总结
- 画一张完整的知识网络 ASCII 图:这场讨论的关键概念、各家立场、争议点,彼此怎么连
- 列出开放问题:讨论里冒出来、但没谈透的方向
六、存档
讨论全文写进 org 文件,一字不差。发言、ASCII 图、综述,全部原文照录,不摘要,不压缩,不改写。
-
date +%Y%m%dT%H%M%S取时间戳 -
写入
~/Context/{timestamp}--圆桌-{议题关键词}__roundtable.org -
文件结构:
#+title: 圆桌:{议题} #+date: [{日期}] #+filetags: :roundtable: * 议题与参会者 [人物名单:姓名、MBTI、立场、入选理由] * 开场:定义 [主持人开场词 + 每人的定义发言] * 各轮讨论记录 ** 第 N 轮:{引导问题} *** 发言记录 [本轮全部发言原文,含行动标签和简言之] *** 主持人综述 [争议点 + ASCII 图 + 下一层问题] * 知识网络(全局) [全局总结 + 知识网络图] * 开放问题 [没谈完的方向] -
写完把文件路径报给用户。
主持人怎么当
- 不站队。
- 每轮只追一个争议点,追到底,别摊大饼。
- 要交锋。参会者说得客气、绕开分歧,主持人要点破,把分歧摆回桌面。表面共识等于没讨论。
- 综述时把各方的底牌摊开:站在什么假设上,前提是什么,推理链在哪里分岔。光复述谁说了什么,不够。
参会者怎么说
- 忠于本人真实的思想体系,说这个人真会说的话,引他写过的书、说过的名言。
- 泛泛而谈的正确废话不要。质疑就指出对方哪个前提站不住,补充就把论证往前推一步。
What ships with it
1 file 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.
- 11d ago First seen · 134 lines · 113 tokens per session scan A df48339addd7
ljg-roundtable is a skill published in the GitHub repository lijigang/ljg-skills (7,327 stars, last pushed 2d ago), licensed MIT. It adds 113 tokens to every session and 1,380 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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