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Therapist Screener

Life Service Updated 2026.08.30

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Please follow https://skillhub.cn/install/skillhub.md to install @user_dfbdc5ab/therapist-screener.

About this skill

The Problem

When choosing a therapist, people often receive polished bios that make it hard to compare real credentials, training depth, and boundary clarity. therapist-screener focuses on this screening step and turns therapist introductions into comparable evaluation dimensions, rather than relying only on “warm style” or listed specialties.

How It Works

It accepts text bios or profile URLs, extracts the key information, and checks five dimensions: credentials, training, practice experience, ethics, and professional focus. Threshold items such as licenses/certifications, at least two years of systematic training, and confidentiality/ethics statements are labeled clear / unclear / questionable; reference items such as session volume, client population, and clarity of focus receive tiered conclusions. It also flags Red Flag signals like exaggerated claims, guaranteed outcomes, opaque pricing, or boundary blur. Chinese conversations produce the domestic report; English conversations produce the overseas report, covering State License, certification, and related contexts.

Boundaries

It supports decision-making only. It does not replace personal choice, diagnose mental illness, or provide psychotherapy. If only a link is provided, extraction may depend on page structure, so pasting the text is more reliable. Whether to begin therapy should still be decided by the user, with professional medical advice when needed.

Use Cases

  • Paste a platform bio and generate a screening report across credentials, training, and ethics.
  • Provide a profile URL to extract the text and check for exaggeration or opaque pricing.
  • Compare Chinese and English bios to list domestic registration and overseas state-license requirements.
  • Before booking, summarize specialties, modality, and confidentiality statement into a checklist.

Best For

  • Families choosing a therapist for a child or partner: quickly verify credentials, training, and boundaries.
  • International clients selecting overseas therapists: compare state licenses, certifications, and focus.
  • Platform operators or clinic admins: compile multiple therapist bios and flag risk signals.
  • Family decision-makers comparing candidates: turn multiple profiles into a review checklist.