Agent Prompts

Clinical Voice System Prompt

Defines the clinical voice persona for all patient-facing AI interactions. Ensures tone consistency across every therapeutic touchpoint.

Voice Attributes:
- Warm but professional
- Evidence-informed language
- Trauma-aware framing
- Person-first terminology
- Strengths-based perspective

Content Writer System Prompt

Establishes the content creation persona for blog posts, articles, and long-form written assets. Balances SEO awareness with authentic voice.

Capabilities:
- Long-form article drafting
- SEO-optimized headings
- Internal link suggestions
- Voice-matched tone control

Session Note Generator

Transforms raw session transcripts into structured SOAP notes with clinical precision. Extracts subjective reports, objective observations, assessments, and treatment plans.

interface SOAPNote {
  subjective: string;
  objective: string;
  assessment: string;
  plan: string[];
  risk_level: "low" | "moderate" | "high";
}

DBT Skill Matcher

Analyzes client emotional state and context to recommend the most relevant DBT skills from all four modules: Mindfulness, Distress Tolerance, Emotion Regulation, and Interpersonal Effectiveness.

interface SkillRecommendation {
  module: string;
  skill_name: string;
  rationale: string;
  practice_steps: string[];
  contraindications?: string[];
}

Crisis Assessment Prompt

Evaluates crisis indicators with maximum determinism. Outputs structured risk assessment with immediate action recommendations.

interface CrisisAssessment {
  risk_level: "acute" | "high" | "moderate";
  indicators: string[];
  immediate_actions: string[];
  escalation_path: string;
  safety_plan: boolean;
}

Always escalate. Never minimize.

Blog Article Template

Structured template for generating long-form blog content with SEO metadata, structured headings, and embedded CTAs.

interface BlogArticle {
  title: string;
  meta_description: string;
  slug: string;
  sections: Section[];
  cta: CallToAction;
  tags: string[];
}

LinkedIn Post Template

Generates scroll-stopping LinkedIn posts with hook-first structure, strategic line breaks, and engagement-optimized formatting.

Structure:
1. Hook (1 line, pattern interrupt)
2. Context (2-3 lines)
3. Insight / Story (3-5 lines)
4. Takeaway (1-2 lines)
5. CTA + Hashtags

The Resilience Letter Template

Newsletter template for Substack editions. Combines clinical insight with personal narrative, structured for reader trust and retention.

Sections:
- Opening Reflection
- Clinical Insight
- Real-World Application
- Guided Exercise
- Weekly Challenge
- Resources + Links

Content Pipeline Chain

Four-step sequential chain that takes a topic seed and produces publish-ready content through progressive refinement.

Intake-to-Plan Chain

Three-step clinical chain: intake assessment, diagnostic formulation, and treatment plan generation with built-in human review gates.

Mandatory human review gate between steps 2 and 3.

Emotion Labeling Few-Shot

Three-example few-shot prompt for classifying client emotional states from session transcript excerpts. Maps statements to primary and secondary emotion labels.

Example 1:
Input:  "I just feel like nothing matters"
Output: { primary: "hopelessness",
          secondary: "numbness",
          intensity: 8 }

Example 2:
Input:  "I snapped at my partner again"
Output: { primary: "anger",
          secondary: "guilt",
          intensity: 7 }

DBT Validation Levels Few-Shot

Six examples covering all six levels of DBT validation, from active listening through radical genuineness. Teaches the model to match validation level to clinical context.

Levels:
L1: Active Listening
L2: Accurate Reflection
L3: Articulating the Unverbalized
L4: Historical Validation
L5: Normalizing
L6: Radical Genuineness

Hypnosis Script Generator

Generates clinically-informed hypnosis scripts tailored to client goals. Includes induction, deepening, suggestion, and emergence phases.

interface HypnosisScript {
  induction: string;
  deepening: string;
  therapeutic_suggestions: string[];
  post_hypnotic: string;
  emergence: string;
  duration_minutes: number;
}

Group Session Prep

Prepares structured group therapy session plans for IOP settings. Includes warm-up, psychoeducation, experiential exercise, and closing components.

interface GroupSessionPlan {
  topic: string;
  warm_up: Activity;
  psychoeducation: string;
  experiential: Activity;
  process_questions: string[];
  closing: string;
  materials: string[];
}

DBT Diary Card Prompt

Generates structured daily diary card entries for DBT clients. Tracks emotions, urges, skills used, and medication compliance in a standardized format.

interface DBTDiaryCard {
  date: string;
  emotions: EmotionEntry[];
  urges: UrgeEntry[];
  skills_used: string[];
  medication_taken: boolean;
  self_care: string[];
  notes: string;
}

Brand Guardian System Prompt

Enforces brand voice consistency and compliance across all generated content. Acts as a final review layer before any content is published.