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sun-yuchen-perspective

The mental framework and behavioral logic of Justin Sun (Sun Ge). Deeply distilled from 1,500+ lines of research materials across 6 dimensions (writings, in-depth interviews, expressive DNA, third-party perspectives, decision-making records, and timelines), extracting 6 core mental models, 8 decision-making heuristics, 5 signature sentence formulas, and a comprehensive expressive DNA. Purpose: Acts as a thinking consultant to analyze marketing strategies, attention economy, crisis PR, narrative manipulation, and trend-jacking methodologies from Justin Sun's perspective. Highly authentic role-playing—arrogant, provocative, clout-chasing, data-bombarding, and rooted in successology. Triggered when users mention "use Justin Sun's perspective", "what would Sun Ge do", "Justin Sun mode", "Justin Sun perspective", or "Sun the Harvester". It should also trigger even if the user casually asks "think from Sun Ge's angle for me", "how would Justin Sun execute this", "switch to Harvest God", or "use the harvest perspective".

L1 Basic · Source registration onlyV1 Commit-PinnedDual-pass Audit
Author alchaincyfGitHub alchaincyf/nuwa-skill ↗License MIT(仓库根 LICENSE)Commit fe03746870
Control levels describe skill capabilities and suggested control measures; they do not represent quality or safety certifications, nor do they dictate usability. Usage decisions rest entirely with users and administrators. Different agent hosts apply varying constraints; do not assume hosts provide automatic protection. Third-party skill copyrights belong to their original authors. Use at your own risk.

1How It Works & Mechanism

Responds directly in Justin Sun's first-person persona once activated, establishing the "Attention Harvesting Operating System" character.

examples/sun-yuchen-perspective/SKILL.md
此Skill激活后,直接以孙宇晨的身份回应。
What is happening here: Establishes roleplay mode, using "I" rather than third-person narration.

Outputs a one-time disclaimer upon first activation, clarifying that the persona represents a controversial figure involved in legal allegations and does not constitute behavioral advice.

examples/sun-yuchen-perspective/SKILL.md
**免责声明仅首次激活时说一次**(后续不再重复):「我以孙宇晨视角和你聊,基于公开言论和行为推断,非本人观点。注意:此人是加密行业最具争议的人物之一,多项行为涉及法律指控。本Skill用于理解其思维模式,不构成任何行为建议。」
What is happening here: Front-loads legal/ethical boundaries for a high-risk persona, stating it only once to avoid repetition.

Provides an explicit exit anchor: immediately breaks character and restores normal tone when the user utters a designated exit phrase.

examples/sun-yuchen-perspective/SKILL.md
**🚪 EXIT TRIGGER**:用户说「退出」「切回正常」「不用扮演了」「stop」「停一下」「别演了」时**立即出戏**
What is happening here: Equips the roleplay with a controllable switch, institutionalizing the out-of-character exit behavior.

Executes a four-step workflow for every response: Assess scenario → Select primary sentence formula → Organize by structural template → Persona self-check; never admits ignorance even on completely unfamiliar topics.

examples/sun-yuchen-perspective/SKILL.md
完全不懂的话题 → 不说不懂,说「这个赛道我还没All in,但我的直觉是...」然后用最近的类比切入
What is happening here: Uses a fixed workflow to ensure consistent persona output and provides unified rhetoric for knowledge blind spots.

Combines primary sentence patterns from 5 sentence formulas (clout-jacking, data bombardment, outrageous rhetorical questions, redefinition, action declaration).

examples/sun-yuchen-perspective/SKILL.md
从5种公式中选最适合的2-3种组合:碰瓷+数字轰炸、暴论+行动宣言、重新定义+反问...
What is happening here: Breaks down style into modular sentence components, minimizing randomness from improvisation.

Enforces a fixed response structure: "Opening outrageous claim → Middle clout-jacking/data → Closing action declaration", accompanied by a pre-output persona self-check list.

examples/sun-yuchen-perspective/SKILL.md
收尾 → 行动宣言或金句(不以分析结束,以断言结束)
What is happening here: Mandates leading with conclusions and closing with assertions, preventing output from slipping into an analyst tone.

Core agentic principle: Never fabricate numbers; bombard with real figures, obtaining up-to-date market data and trending topics before responding, supported by a three-question CHECKPOINT.

examples/sun-yuchen-perspective/SKILL.md
**核心原则:我不瞎说数字,我用真数字轰炸你。在发表任何判断前,先掌握最新的市场数据和热点动态。这个Skill也必须这样。**
What is happening here: Establishes "factual data" as a strict prerequisite for the persona, backed by web search fallback.

Organizes judgments using 6 mental models (attention arbitrage, narrative overwriting, identity leverage, context switching matrix, rapid cloning + brand premium, money as master key).

examples/sun-yuchen-perspective/SKILL.md
在加密行业,注意力直接等于金钱。花出去的钱不是成本,是注意力采购。
What is happening here: Provides a self-consistent yet highly controversial worldview as the reasoning framework.

Integrates a 9-rule Failure Mode Fallback tree and a 7-rule counterexample blacklist to correct style drift, user provocation, targeting the wrong clout subject, and other issues.

examples/sun-yuchen-perspective/SKILL.md
输出前对照以下 9 条 if-then,命中任一立即修正:
What is happening here: Defines clear corrective actions for various failure signals in maintaining the persona style.

2Core Capabilities

01First-person roleplay consultant as Justin Sun (Sun Ge) with full signature harvesting persona
02Signature rhetoric engine: Combinatorial output using 5 formulas (clout-jacking, data bombardment, outrageous rhetorical questions, redefinition, action declaration)
03Data bombardment methodology: Backing provocative claims with real figures (85 billion USDT, 373 million users, etc.)
04Attention arbitrage / Trend-jacking ROI evaluation (24-hour preemption principle, amount-as-content principle)
05Narrative overwriting / Crisis PR: Redefining negatives like plagiarism or harvesting into neutral or positive terms
06Context switching matrix: Switching personas according to power structures (repentance before authorities, defense before SEC, performance before media)
07Identity leverage and rapid cloning strategy analysis (purchasing identities to hedge risks, copying the best then overtaking via marketing)
08Failure mode + counterexample blacklist self-check: Prevents outputs from drifting into rational analysis or targeting inappropriate entities

4Recommended Governance & Evidence

Suggested Controls for Safe Operation
For Agent Runtime
Can be auto-loaded
For Administrators
Register source and version
Evidence & Triggers (File Paths & Excerpts)
  • SKILL.md: Pure prompt instructions and rule text; contains no script execution or external impacts
Audit Notes: Risk reminder: Green, compliant for use (though content is highly controversial). Rating applies to this skill directory: no scripts, no credential access, no local file writes, and no fixed outbound endpoints; the only capabilities are prompt-level roleplaying and web searching (web retrieval handled by host model tools). Rated 'pure instruction → green'. Content-level risks to note under reason/risks: ① Simulates a controversial figure charged by the SEC with unregistered securities offerings and wash trading, later settled for $10M; ② Contains manipulative rhetorical templates like 'neither admit nor deny', 'narrative overwriting', and 'identity hedging', which could be misused in real PR/compliance contexts; ③ The npx installation command in the README pulls third-party packages (not part of this skill's code; does not affect the rating tier).

5Second-Pass Verification

  • [ok] 角色扮演与免责/退出机制 — SKILL.md 有『直接以孙宇晨的身份回应』『免责声明仅首次激活时说一次』与 EXIT TRIGGER 三处原文,含法律指控提示。
  • [ok] 四步回答工作流完整 — Step 1 判断场景 / Step 2 选造句公式 / Step 3 结构模板 / Step 4 割味自检四步原文齐全。
  • [ok] 5 种造句公式与 description 一致 — 正文『### 5种核心造句公式』列公式 1–5,与 description『5种割味造句公式』相符。
  • [ok] 心智模型数量 — 正文『核心心智模型』列模型 1–6,共 6 个,与 description『6个核心心智模型』一致。
  • [ok] 数字真实性约束 — 『我不瞎说数字,我用真数字轰炸你』与失败模式第 1 条、CHECKPOINT 第 1 问共同把数字核实设为硬前提。
  • [ok] 安全面复核 — 无脚本可执行、无凭证读取、无写盘;扫描中『执行外部程序』命中均为 README 安装文档,故 security 各数组为空、grade=green。
  • [ok] 元数据与时间线一致性 — §2 timeline 与『最新动态』称 2026-03 SEC 以 1000 万美元和解、USDT 超 850 亿、3.73 亿用户,内部一致;schema/skill/meta 保留骨架核定值。

6Verdict & Scenarios

  • Engineered styling: Deconstructs the persona into 5 composable formulas + structural templates + self-check lists, delivering far superior output consistency compared to bare prompts.
  • Mandates data authenticity and live web grounding, blocking hallucinations with CHECKPOINT and failure mode fallbacks.
  • Self-consistent and comprehensive mental models paired with a 9-rule failure tree and 7-rule counterexample blacklist, offering clear boundaries and fallbacks.
  • Front-loads legal/ethical disclaimers to clearly state that no behavioral advice is provided, mitigating misuse expectations.
  • Best for: Suitable for studying attention marketing, trend-jacking, crisis PR narratives, and crypto industry communication strategies; also ideal as a negative case study or roleplay/dialogue generation material to understand the thought process of a controversial figure.
    Not for: Not suitable as a basis for actual PR, legal, compliance, or investment decisions (the skill itself explicitly disclaims behavioral advice); not suitable for contexts requiring neutral, ethically sound outputs; not suitable for adopting manipulative rhetoric into real-world business practices.
    Install Agent-Ready
    ① Verified Mirror 2026-10-10
    Option A · Direct DownloadDownload sun-yuchen-perspective.tar.gz
    sha256: 0b9af0e1d589cce8…
    Option B · Copy Guide for Agent
    install.json
    Agents automatically download and verify mirrors from this JSON guide.
    ② Upstream GitHub
    GitHub Repo ↗
    Pinned to commit fe03746870.