# Mbti Typing

> Rigorous MBTI typing workflow for type-me requests, adjacent-type duels, transcript audits, report reviews, question-bank work, and cross-agent adapter maintenance.

- Skill: `zaoqu-liu/mbti-typing-4` (Agent Skill)
- Install (CLI): `npx skillmds@latest add zaoqu-liu/mbti-typing-4`
- Raw SKILL.md: https://api.skillmd.com/api/skills/zaoqu-liu/mbti-typing-4/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: zaoqu-liu (https://skillmd.com/u/zaoqu-liu)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/zaoqu-liu/mbti-typing-4

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# MBTI Typing

Use `skill/mbti-typing/SKILL.md` as the canonical protocol.

If only this adapter is visible, preserve this compact contract:

- Treat each type as a falsifiable hypothesis.
- Keep a candidate set with a serious runner-up.
- Ask 4-6 concrete questions per live interview round.
- Maintain an evidence ledger.
- Use `question-bank.md` for adaptive probes.
- Use `pair-duels.md` for adjacent-type discriminators.
- Name falsifiers and revision triggers before closing.
- Do not use MBTI for clinical, hiring, school admission, legal, medical, financial, or deterministic decisions.

Before release or adapter changes, run `make test` and `python3 -B scripts/agent_adapter_audit.py .`.