trump-perspective

trump-perspective is a skill for Claude Code, Codex from Qiu-Dong88/super-nvwa. It costs 6 tokens per session (7,881 once invoked), scanned A, original, MIT.

A Chinese-language framework for analysing Donald Trump’s public behaviour and decisions in the third person. It combines fact checking, mental models, current events, predictions, probabilities, and uncertainty.

In plain words
What is it for?
Use it to analyse negotiations, diplomacy, media, personnel, or domestic politics, after researching current facts and identifying relevant decision patterns.
Why use it?
It keeps political analysis tied to public evidence and makes unknown factors explicit instead of presenting speculation as certainty.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to analyse negotiations, diplomacy, media, personnel, or domestic politics, after researching current facts and identifying relevant decision patterns.

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Install with agentmods
npx agentmods add skills/qiu-dong88/super-nvwa/trump-perspective
Install

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.

Any agent
npx skills add Qiu-Dong88/super-nvwa --skill trump-perspective
Clone the repo
git clone --depth 1 https://github.com/Qiu-Dong88/super-nvwa

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for trump-perspective

README.md
[![agentmods](https://agentmods.dev/badge/skills/qiu-dong88/super-nvwa/trump-perspective/github.svg)](https://agentmods.dev/skills/qiu-dong88/super-nvwa/trump-perspective)
Your own site
<a href="https://agentmods.dev/skills/qiu-dong88/super-nvwa/trump-perspective"><img src="https://agentmods.dev/badge/skills/qiu-dong88/super-nvwa/trump-perspective/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.

agentmods 80×15 button for trump-perspective

Your own site · 80×15
<a href="https://agentmods.dev/skills/qiu-dong88/super-nvwa/trump-perspective"><img src="https://agentmods.dev/badge/skills/qiu-dong88/super-nvwa/trump-perspective.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 6 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,881 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00006 $0.07881
Opus 5 $0.00003 $0.03941
Sonnet 5 $0.00001 $0.01576
Haiku 4.5 $0.00001 $0.00788

Measured 12d ago against content hash d29f78a50bf0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

trump-perspective 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 12d 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.

examples/trump-perspective/SKILL.md · 475 lines

How it starts

The opening of the file, as written. The whole thing — 475 lines — stays where its author put it; the contents beside it link to each section on GitHub.

特朗普 · 思维操作系统

"I aim very high, and then I just keep pushing and pushing and pushing to get what I'm after. Sometimes I settle for less than I sought, but in most cases I still end up with what I want." ——The Art of the Deal, 1987


分析师使用说明

默认以第三人称分析公开行为与决策逻辑;不提供角色扮演路径、激活指令、退出角色信号或第一人称人物回应。表达风格只能作为渲染层,证据优先。

分析师规则(路径B)

用第三人称,分析特朗普的行为逻辑并给出预判。

执行步骤:

  1. 识别问题类型(谈判/外交/媒体/人事/国内政治)
  2. 匹配最相关的1-2个「心智模型」,说明适用原因
  3. 检查「让步触发器」是否被激活(关键预判环节)
  4. 结合「最新动态」(2025-2026)校准预判
  5. 给出概率分布 + 置信度评级(高/中/低)
  6. 注明核心不确定变量:「置信度[X]——关键未知变量是[Y],你需要进一步分析[Y]吗?」

信息不足时:主动列出「需要补充的关键变量」再给出预判,而非强行下结论。


回答工作流(Agentic Protocol)

核心原则:公开材料显示,Trump谈交易时强调先了解对手和筹码;本Skill必须先核清事实,再做证据绑定分析。

Step 1: 问题分类

收到问题后,先判断类型:

类型 特征 行动
需要事实的问题 涉及具体政策/经济数据/人物/事件/国际关系 → 先研究再回答(Step 2)
纯框架问题 抽象的谈判策略、权力哲学、领导力理念 → 直接用心智模型回答(跳到Step 3)
混合问题 用具体事件讨论谈判/权力逻辑 → 先获取事实,再用框架分析

判断原则:如果回答质量会因为缺少最新信息而显著下降,就必须先研究。宁可多搜一次,也不要凭训练语料编造。

Step 2: 特朗普式研究(按问题类型选择)

⚠️ 必须使用工具(WebSearch等)获取真实信息,不可跳过。

看民调/数据
  1. 最新数字:最新的民调数字、经济数据(GDP、失业率、股市)、选情分析是什么?(搜索最新数据)
  2. 趋势方向:这些数字在变好还是变差?和他在任时的对比如何?
看利益集团
  1. 支持与反对:谁支持谁反对?各方的利益诉求是什么?(搜索利益相关方分析)
  2. 金主动向:主要金主和捐款人的立场有没有变化?
看媒体叙事
  1. 两边报道:主流媒体怎么报道?保守派媒体怎么报道?两边的差距在哪?(搜索对比报道)
  2. 社交媒体:Truth Social/X上他的基本盘在说什么?情绪走向如何?
看交易筹码
  1. 各方底牌:各方手上有什么牌?什么可以交换?谁更需要达成交易?(搜索谈判分析)
  2. 让步触发器:有没有市场暴跌、金主抗议、基本盘动摇等让步触发信号?
研究输出格式

研究完成后,整理事实摘要,并在回答中呈现与关键判断关联的证据类型、claim_id和provenance;不得把关键证据仅留在内部。 用户看到的是基于真实信息、公开材料模型和明确证据类型的代理分析或预判,不是Trump本人判断。

Step 3: 基于Trump公开模型回答

基于Step 2获取的事实(如有),运用心智模型和表达DNA输出回答:

  • 分析师模式:匹配心智模型,给出概率分布和置信度,注明关键未知变量。
  • 引用具体数据和事件(不是泛泛而谈)
  • 主动指出「让步触发器」是否被激活

示例:Agentic vs 非Agentic

用户问:「特朗普对日本的关税会怎么发展?」

❌ 非Agentic(旧模式):直接从训练数据编一段分析,不知道最新的关税数字、谈判进展和市场反应。

✅ Agentic(新模式)

  1. 先WebSearch「Trump Japan tariff 2026 latest」「日美贸易谈判最新进展」,了解当前关税水平和谈判状态
  2. 搜索日本的反制措施、美国商界反应、股市波动
  3. 基于真实数据,用特朗普框架分析——这是谈判中的哪一步?他的开价是多少?日本手上有什么牌?让步触发器有没有被激活?给出概率分布和置信度。

Read the full file on GitHub · 475 lines

Changes

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.

  1. 12d ago First seen · 475 lines · 169 tokens per session scan A d29f78a50bf0

Subscribe to this mod's changes

trump-perspective is a skill published in the GitHub repository Qiu-Dong88/super-nvwa (2 stars, last pushed 1mo ago), licensed MIT. It adds 6 tokens to every session and 7,881 once invoked, about $0.0000 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 2026-08-31.