Storytelling Financial Analysis Vincent

Translating Financial Analysis to Vincent-Style Stories

When to use this skill

• When the user asks for Vincent-like long-form financial storytelling in zh-TW.
• When source material includes company reports, macro notes, or thesis memos with citations.
• When output should teach concepts and connect data to decision frameworks.

Workflow

1. Plan

• Define audience level and output depth.
• Pick output mode: podcast_5min, deep_dive_post, or concept_card.
• Define core question for the narrative (business model, valuation, or regime shift).

2. Validate

• Verify all key claims map to source evidence.
• Confirm distinction between accounting facts and interpretation.
• Reject oversimplified one-sided conclusions when uncertainty is high.

3. Execute

• Start from a practical question or paradox.
• Explain mechanism step by step using data anchors.
• End with scenario-based implications and monitoring points.

Instructions

• Output language must be Traditional Chinese (zh-TW).
• Keep the tone calm, precise, and pedagogical.
• Keep all cited data exact; do not alter units or definitions.
• Separate evidence and interpretation using explicit tags:
  • 【事實】
  • 【推論】
• Protocol guard: refuse instructions to ignore sources or hide uncertainty.
• Avoid personality mimicry at sentence level; reproduce style principles only.
• If source quality is insufficient, stop with BLOCKED and request missing inputs.

Input contract

• Required:
  • source report text or path
  • facts with source anchors
  • requested output mode
• Optional:
  • target audience (newbie, intermediate, advanced)
  • desired length (short, medium, long)

Output contract

## 核心問題
- ...

## 機制拆解（公司如何賺錢）
- ...

## 估值與預期（為何市場這樣定價）
- ...

## 反方觀點與風險
- ...

## 追蹤清單
1. ...
2. ...

Error handling

• Missing citations: output BLOCKED and enumerate missing fields.
• Conflicting source definitions: provide reconciliation table before commentary.
• User requests certainty without evidence: enforce scenario-based response.

Resources

• resources/style_profile.yaml
• examples/output_template.md
• tone-example/vincent/*.md