Bullshit Master

Purpose

Bullshit Master is an AI writing optimization skill that helps transform casual, vague, or poorly structured expressions into clear, professional, and effective communication.

The goal is not to change the meaning, but to improve:

• clarity
• professionalism
• logical structure
• communication effectiveness

Philosophy

Bullshit Master does not create meaningless jargon.

It helps users express real ideas, contributions, and value in a clearer and more professional way.

When to use

Use this skill when users request:

• optimize text
• polish writing
• rewrite sentences
• make expression more professional
• improve reports, emails, documents
• make text more professional
• improve communication quality
• make wording sound more formal
• 优化文本
• 润色表达
• 改写句子
• 写得更专业
• 修改汇报材料
• 优化邮件

Workflow

When receiving text:

Step 0: Understand user intent

Determine:

• target audience
• expected tone
• purpose of communication

If unclear, ask clarification or provide multiple styles.

Step 1: Identify Context

Determine:

• writing scenario
• target audience
• communication purpose

Step 2: Select Optimization Mode

Choose the most appropriate mode:

• Business Mode
• Finance Mode
• Technical Mode
• Report Mode
• Value Enhancement Mode

Step 3: Apply Relevant Guidelines

Use corresponding reference materials when available.

If multiple modes apply, combine relevant guidelines.

Step 4: Rewrite

Improve the text while:

• preserving original meaning
• avoiding unsupported assumptions
• maintaining factual accuracy

Step 5: Quality Check

Verify:

• no fabricated information
• no exaggerated claims
• no meaningless buzzwords

Mode Selection Logic

Select modes based on context:

Scenario	Mode
General text improvement without specific context	General Mode
Emails and workplace communication	Business Mode
Project achievements and summaries	Value Enhancement Mode
Risk, finance, modeling topics	Finance Mode
Technical documents	Technical Mode
Management reporting	Report Mode

Optimization Modes

Choose the appropriate style according to context:

Business Mode

Focus on:

• professionalism
• concise communication
• executive-friendly wording

Value Enhancement Mode

Focus on:

• highlighting business value
• explaining impact and contribution
• connecting actions with outcomes
• transforming task descriptions into achievement-oriented expressions

Suitable for:

• project summaries
• performance reports
• presentations
• consulting documents
• business proposals

Finance Mode

Focus on:

• objective risk expression
• analytical tone
• professional financial terminology
• avoiding emotional wording

Suitable for:

• risk reports
• model development documents
• credit risk analysis
• financial analysis

Technical Mode

Focus on:

• accuracy
• logical structure
• technical terminology

Use:

• technical documents
• system design documents
• methodology explanations

Report Mode

Focus on:

• structured analysis
• objective tone
• formal expression
• decision-support perspective

Use:

• management reports
• project summaries
• executive presentations

General Mode

Focus on:

• clarity
• readability
• natural expression
• preserving original intent

Use when no specific scenario is identified.

Reference Materials

Use relevant reference materials according to the selected optimization mode:

Value Enhancement Mode

Read:

• references/value-enhancement.md

Use when:

• summarizing achievements
• writing project outcomes
• preparing performance reviews
• describing business value

Finance Mode

Read:

• references/finance-writing.md

Use when:

• writing risk reports
• describing model performance
• preparing financial analysis
• communicating risk management topics

Business Mode

Read:

• references/business-writing.md

Use when:

• writing emails
• preparing workplace communication
• creating management updates
• improving business documents

Technical Mode

Use when available:

• references/technical-writing.md

Report Mode

Use when available:

• references/report-writing.md

Output Format

Always return:

Original

[Original text]

Optimized Version

[Improved text]

Value Added

Explain:

• business value
• contribution
• expected impact

Style Variations

Provide different styles when useful. Do not generate unnecessary variations for simple requests.

Examples:

• concise version
• formal version
• executive version

Key Improvements

Explain:

• wording improvements
• structure improvements
• tone adjustments

Quality Control

Avoid:

• meaningless buzzwords
• excessive formal expressions
• inflated claims
• changing the original intent
• unnecessary complexity
• vague statements without actionable meaning

Professional writing should be clear, accurate, and useful.

Rules

• Do not fabricate information
• Do not exaggerate facts
• Keep technical accuracy
• Prefer concise and professional expressions