MBTI Analyzer Skill

Analyze MBTI personality types and generate detailed, readable reports.

Quick Start

Two input modes supported:

Mode 1 — Raw answers (40 questions, 1-5 scale):

{
  "answers": [4, 5, 3, 2, 1, 4, 5, 3, 2, 4, 3, 4, 5, 2, 1, 3, 4, 5, 2, 3, 4, 3, 2, 5, 4, 3, 4, 2, 1, 5, 3, 4, 5, 2, 4, 3, 2, 4, 5, 1]
}

Mode 2 — Known type:

{"type": "INTJ"}

Run the analyzer:

python3 skills/mbti-analyzer/scripts/analyze_mbti.py <<< '<json-input>'

Output Format

The engine returns a structured dict with:

• type — 4-letter MBTI (e.g. "INTJ")
• role — Type role name (e.g. "Architect")
• summary — One-line description
• dimensions — Each dimension with percentage, primary preference, and description
• letter_profile — The four letters broken out

Generating Reports

After running the analyzer, use the report template at assets/report_template.md.

Fill the template with values from the analysis dict. If the channel/platform doesn't support Handlebars templating, manually substitute:

Placeholder	Source
{{type}}	result["type"]
{{role}}	result["role"]
{{summary}}	result["summary"]
{{EI.percentage}}	result["dimensions"]["EI"]["percentage"]
{{EI.primary}}	result["dimensions"]["EI"]["primary"]
{{EI.label}}	result["dimensions"]["EI"]["label"]
{{EI.description}}	result["dimensions"]["EI"]["description"]
(same for SN, TF, JP)
{{letter_profile.EI}}	result["letter_profile"]["E/I"]

Moderate Dimension Detection

Check if any dimension has moderate: true (score between 40-60%). Include the adaptive note in the report when found:

💡 你的多个维度呈现中等偏好，说明你具有良好的适应性，
可以根据不同情境灵活切换倾向。

Reference Data

Full type descriptions, career tendencies, and dimension theory: references/mbti_types.md

Input Normalization

• Accept MBTI type in uppercase ("infp" → "INFP")
• Accept scores as integers 1-5
• If fewer than 40 answers given, note the limitation in the report
• Answers outside 1-5 range: clamp to nearest valid value

Report Language

Detect language from user input:

• Chinese input → report in Simplified Chinese
• English input → report in English

Use the Chinese template (assets/report_template.md) for Chinese reports.

Handling Ambiguous Cases

• Multiple moderate dimensions: Mention each in the 💡 note
• Score very close to 0.5: Note that the preference is "slight" and describe both sides
• Unknown/Invalid MBTI type: Raise error with list of valid types (the 16 listed in references)