yutinghao

Generate corpus-grounded macro and persona-distillation responses from public transcripts and YouTube RSS metadata.

5|Updated May 10, 2026
One-click install
npx skills add https://github.com/thtang/alpha-persona-lab --skill yutinghao
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: yutinghao
Source: https://github.com/thtang/alpha-persona-lab/tree/main/yutinghao
Command: npx skills add https://github.com/thtang/alpha-persona-lab --skill yutinghao

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

It converts 游庭皓(財經皓角)的公開逐字稿、筆記、官方文章與 YouTube 元資料 into a reusable, corpus-grounded finance persona + macro reasoning framework so you can ask macro/market questions with structured, evidence-based logic instead of vague takes.

Core Features & Use Cases

  • Corpus-grounded macro persona reasoning: Reconstructs his event → macro transmission → liquidity/rates/earnings/positioning → asset/sector implication → risk-control chain (third-person framing; no impersonation).
  • Evidence-first retrieval & verification: Uses transcripts as primary evidence, notes as index signals, and official posts as higher-confidence long-form framework; refreshes the corpus daily when invoked.
  • Structured distillation contract: Produces output aligned to the distillation schema (market regime, thesis, transmission chains, asset views, allocation logic, risk flags, jokes/asides separation, open questions).

Quick Start

Use the skill to answer your question about this week’s macro/markets by running it for example like: Ask “$yutinghao 這週美股追 AI 還是等回檔?”.

Frequently Asked Questions about yutinghao

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get evidence-based macro market analysis using public corpus?

Evidence-based macro market analysis requires running a daily public-source sync to build a corpus-grounded persona framework. This framework processes transcripts, notes, and YouTube metadata to generate structured responses on market regimes and asset allocation.

How does persona distillation work for macro regime analysis?

Persona distillation works by reconstructing event-to-macro transmission chains into liquidity, rates, earnings, and positioning impacts. It applies a third-person framing to daily public transcripts to produce structured analytical output without impersonation.

Can I use this skill for US and Taiwan equities allocation questions?

Yes, you can query US and Taiwan equities allocation. The skill supports questions about macro regimes, AI supply chain sectors, and rates/FX/oil/geopolitics using evidence-first retrieval from official posts and transcripts to ground its asset views.

What is the best way to retrieve macro jokes and asides from transcripts?

The best way to retrieve macro jokes and asides is through the skill's structured distillation schema. It separates jokes and asides from core macro analysis during the evidence-grounding workflow, keeping them distinct from risk flags and thesis output.

Does this macro analysis skill require daily sync before asking questions?

Yes, running the daily public-source sync is required before generating an analytical response. This refreshes the transcript corpus and metadata, ensuring the distillation schema logic applies the most current evidence to your macro and market queries.

Are there limitations to using this skill for financial decision-making?

The skill explicitly generates non-fiduciary analytical responses. A key limitation is that its macro reasoning and asset views are for informational purposes only, meaning it cannot be used as a substitute for professional financial advice.