# Counseling Psychology — LearnAI Sign in to personalize prompts with your name and role. It's free. Sign In ## Playbook: LearnAI for Psychology Counselors Your reference for using an AI assistant in clinical documentation, treatment planning, psychoeducation, case conceptualization, and professional development. Ready-to-run prompts designed around the realities of counseling practice — ethically grounded, clinically rigorous, and strictly de-identified. ## What This Guide Is Not This playbook focuses on practical role-specific applications rather than habit formation. This is a counselor’s clinical toolkit — the specific ways an AI assistant can support your practice while you maintain therapeutic judgment, ethical responsibility, and the irreplaceable human presence that therapy requires. ## Where to Practice These Prompts Every prompt in this guide works with any AI assistant — ChatGPT, Claude, GitHub Copilot, Gemini, or whatever tool you prefer. The prompts are the skill; the tool is just where you type them. Pick the one you’re comfortable with and start today. You don’t need a specific tool to benefit. You need the habit of reaching for AI when the work is genuinely hard — not just when it’s repetitive. ## Core Principle for Counselors The therapeutic relationship is yours. an AI assistant can help with documentation, psychoeducation, treatment planning, and professional development — but every clinical judgment, risk assessment, and therapeutic intervention must reflect your direct clinical relationship with the client. Critical: Never input identifying client information into any AI tool. De-identify all scenarios. an AI assistant cannot assess risk, establish diagnoses, or substitute for clinical supervision. Your licensure and your clients’ wellbeing depend on your professional judgment remaining primary. ## Ethical Foundations in AI-Assisted Practice Before using an AI assistant in your practice, ground yourself in these principles: - De-identification is non-negotiable. Use fictional demographics, change ages, alter details. Never use names, dates, or identifying characteristics. - AI-generated content requires clinical review. Documentation must accurately reflect the actual session, not an idealized version. Review everything. - Scope of practice applies. an AI assistant cannot diagnose, prescribe, or assess lethality. You can. - Institutional policies govern use. Know your agency’s or practice’s AI use policies. Some prohibit AI-assisted documentation entirely. - ACA, APA, and NASW ethics codes apply to how you use AI just as they apply to everything else in your practice. ## The Seven Use Cases ### 1. Session Documentation and Progress Notes When to use: Writing DAP, SOAP, BIRP, or SIRP notes after sessions; reducing documentation burden; maintaining consistency. The counselor’s documentation challenge: Notes must be clinically accurate, legally defensible, billable (if applicable), and completed within session-free time — which is often minimal. Prompt pattern: ``` Help me structure a progress note: Format: [DAP / SOAP / BIRP / SIRP] Session type: [individual / couples / family / group] Modality: [CBT / DBT / ACT / MI / psychodynamic / SFBT / integrative] De-identified clinical context: - Presenting concern this session: [what the client brought] - Interventions used: [what you did — techniques, exercises, reflections] - Client response: [how they engaged, affect, insight] - Plan: [homework, next session focus, referrals, risk monitoring] Draft the note using the format I specified. Use professional clinical language. Flag any sections where clinical detail is needed that I haven't provided. ``` Follow-up prompts: ``` Make this more specific to the CBT model — reference the cognitive component more explicitly. ``` ``` The note needs to support a billing code for [CPT code — e.g., 90837]. What elements strengthen medical necessity documentation? ``` ``` Rewrite the Assessment section to more clearly reflect clinical reasoning. ``` ``` Write a version appropriate for a client who may request their records. ``` Mandatory: Every note must accurately reflect your actual clinical encounter. Never submit AI-generated documentation without thorough review and revision. Try this now: You just finished a 50-minute individual CBT session with an adult client presenting with generalized anxiety (de-identified, of course). You identified two automatic thoughts, practiced a thought record together, and assigned between-session self-monitoring. Paste those details into the session documentation prompt using DAP format. The draft gives you a structured starting point — but every clinical observation, assessment, and plan must accurately reflect what actually happened in your session. ### 2. Treatment Planning When to use: Initial treatment plan development; 90-day reviews; updating plans to reflect therapeutic progress or changing presentation. The counselor’s treatment planning challenge: Plans must be individualized, evidence-based, measurable, and connected to a diagnosis — while being realistic for the client’s actual life and readiness for change. Prompt pattern: ``` Help me develop a treatment plan: De-identified client profile: - Age range: [adult / adolescent / child / older adult] - Diagnosis or presenting concerns: [DSM categories or presenting problems] - Current functioning: [work, relationships, daily activities] - Relevant history: [prior treatment, trauma, substance use if relevant] - Stated goals: [what the client wants] - Stage of change: [precontemplation / contemplation / preparation / action / maintenance] - Strengths and protective factors: [what's working for them] Primary modality I'm using: [CBT / DBT / ACT / MI / psychodynamic / SFBT / trauma-informed / integrative] Create a treatment plan with: 1. Three to five SMART goals 2. Measurable objectives for each goal 3. Evidence-based interventions aligned to the modality 4. Estimated timeline and review points 5. Discharge criteria ``` Follow-up prompts: ``` Make goal 2 more measurable — give me concrete observable indicators. ``` ``` What are the evidence-based interventions for [presenting concern] in [population]? ``` ``` The client is in precontemplation. Revise the plan to use motivational enhancement strategies. ``` ``` Write a 90-day treatment plan update reflecting progress from initial plan to this point: [describe shift]. ``` ### 3. Case Conceptualization When to use: Organizing your clinical thinking about a complex case; preparing for supervision; identifying patterns across sessions; integrating theory with presentation. The counselor’s conceptualization challenge: Integrating history, diagnosis, presenting concerns, relational patterns, and theory into a coherent clinical story that guides treatment—without letting your theoretical lens create blind spots. Prompt pattern: ``` Help me develop a case conceptualization: Theoretical framework: [CBT / psychodynamic / attachment / ACT / narrative / trauma-informed / integrative] De-identified clinical picture: - Presenting concerns: [what brought them to therapy] - Developmental history highlights: [early experiences shaping current patterns] - Core beliefs or schemas (if CBT): [identified cognitive patterns] - Relational patterns: [how they relate to others, attachment style] - Precipitating and perpetuating factors: [what triggered and maintains problems] - Protective factors and resilience: [strengths] - Diagnostic impression: [DSM categories] Using the [framework] model, help me: 1. Build a coherent narrative that connects history to present 2. Identify core mechanisms maintaining the difficulties 3. Spot likely treatment-interfering behaviors 4. Identify gaps in my conceptualization 5. Propose where therapy should focus first ``` Follow-up prompts: ``` Apply an attachment theory lens to this conceptualization alongside the CBT framework. ``` ``` What cognitive distortions are most likely operating here? ``` ``` Where might I be at risk of confirmation bias in how I'm thinking about this case? ``` ``` How does a trauma-informed lens change the conceptualization? ``` ``` Write a one-page case formulation I could use in clinical supervision. ``` ### 4. Psychoeducation Materials When to use: Creating handouts, worksheets, coping skill summaries, or psychoeducation scripts for clients. Adapting materials for reading level, cultural background, or specific presenting concern. The counselor’s psychoeducation challenge: Off-the-shelf handouts are generic. Your clients need materials that speak to their specific concerns, at a reading level they can actually engage with, and in a framing that fits your therapeutic approach. Prompt pattern: ``` Help me create psychoeducation material: Topic: [anxiety / depression / trauma / DBT skills / CBT thought records / grief / anger / sleep / relationships / substance use] Audience: [adult / adolescent / child / couple / group] Literacy level: [approximate grade level or "plain language"] Therapeutic modality this is embedded in: [CBT / DBT / ACT / MI / other] Format: [handout / worksheet / script I'll read aloud / session exercise] Cultural considerations: [any specific context to adapt for] Create material that: 1. Explains the concept in plain, non-stigmatizing language 2. Connects conceptually to the client's experience 3. Includes a practical exercise or reflection questions 4. Is brief enough to use in session or as between-session homework 5. Avoids clinical jargon without being condescending ``` Follow-up prompts: ``` Simplify this for a 6th-grade reading level. ``` ``` Add a brief psychoeducation intro I can read aloud before giving them the worksheet. ``` ``` Create a 3-step thought record worksheet for [concern — e.g., social anxiety]. ``` ``` Write the TIPP skill explanation from DBT in a way that feels relatable for [population]. ``` ``` Create a values clarification exercise in the ACT framework. ``` ``` Make a coping strategies menu the client can keep on their phone. ``` ### 5. Clinical Supervision Preparation When to use: Organizing your thinking before supervision; articulating the clinical question you’re stuck on; identifying countertransference patterns; presenting a case systematically. The counselor’s supervision challenge: Making the most of limited supervision time. Coming prepared with a focused question, a clear case summary, and honest reflection on your own reactions is what separates supervision that transforms practice from supervision that just checks a box. Prompt pattern: ``` Help me prepare for clinical supervision: De-identified case summary: - Presenting concern and diagnosis: [brief overview] - Phase of treatment: [early / middle / termination] - What's working: [progress areas] - What I'm stuck on: [the clinical challenge] - My current hypothesis: [what I think is happening] - My emotional reaction to this client: [honest reflection] - What I want from supervision: [insight / consultation / technique / challenge] Help me: 1. Articulate my primary clinical question in one sentence 2. Identify what theoretical frameworks are relevant 3. Surface potential countertransference I should explore 4. List three questions I should bring to my supervisor 5. Prepare a one-paragraph case presentation ``` Follow-up prompts: ``` I'm feeling [stuck / frustrated / overly attached / avoidant] with this client. Help me think through what that might be about clinically. ``` ``` What are the differential diagnoses I should consider given this presentation? ``` ``` I think I made a clinical error in this session: [describe — de-identified]. How do I present this to my supervisor? ``` ``` What questions from my supervisor would push my clinical thinking the furthest? ``` ### 6. Crisis Response and Safety Planning When to use: Documenting safety planning conversations; reviewing risk factors; drafting no-harm agreements; communicating with collateral contacts or emergency services. The counselor’s crisis challenge: Crisis situations are high-stakes, time-pressured, and emotionally intense. Clear documentation and structured thinking are essential — both for client safety and for your professional protection. Critical disclaimer: an AI assistant cannot assess suicide risk. Clinical risk assessment — Columbia Protocol, SAD PERSONS, Stanley-Brown Safety Planning, clinical interview — is your responsibility. Use an AI assistant for documentation structure and thinking support, never as a substitute for your clinical assessment. Prompt pattern: ``` Help me document a safety planning conversation: De-identified context: - Risk factors present: [ideation / intent / plan / means / prior attempts / protective factors] - Protective factors identified: [reasons for living, support systems, future orientation] - Safety plan components discussed: [warning signs, coping strategies, support contacts, crisis line, means restriction] - Client response to safety planning: [engaged / ambivalent / resistant] - Clinical decision: [continue outpatient / increase frequency / higher level of care / mandatory report] - Collateral contacts made: [if applicable — de-identified] Structure the documentation to: 1. Clearly establish the risk assessment was conducted 2. Document clinical reasoning for the level of care decision 3. Record the safety plan components 4. Note follow-up plan and timeline 5. Be defensible in a legal or licensing board review context ``` Follow-up prompts: ``` Write the language for a voluntary safety commitment that a client can sign. ``` ``` I need to document a duty-to-warn situation. What elements must be in this note? ``` ``` Draft a written communication to a client's emergency contact following a crisis session. ``` ``` Help me think through the clinical reasoning for [outpatient vs. higher level of care] given: [de-identified factors]. ``` Never use AI to make the clinical determination about level of risk. That is your judgment to make. ### 7. Professional Development and Self-Care When to use: Continuing education research; evidence-based practice updates; managing vicarious trauma; career reflection; preparing for licensure exams or specialty certifications. The counselor’s professional development challenge: The field moves. New research emerges on trauma, attachment, neuroscience, and modality effectiveness. Staying current while managing a full caseload, documentation burden, and your own wellness is genuinely hard. Prompt pattern: ``` Help me with professional development: Area: [evidence-based practice update / vicarious trauma / career planning / licensure prep / supervision skills / specialized population / research literacy] My current level: [pre-licensed / licensed / supervisor / specialized] What I want to learn: [specific skill, topic, or concern] Help me: 1. Summarize the current evidence base for [topic] 2. Identify the most important concepts to understand 3. Find the gaps in my current knowledge 4. Create a structured learning plan 5. Suggest practical ways to apply this in my current work ``` Follow-up prompts: ``` Summarize the current evidence for [CBT / DBT / EMDR / ACT / IFS] for [presenting concern] in [population]. ``` ``` I'm experiencing signs of vicarious trauma. What are the evidence-based protective strategies? ``` ``` Create a study plan for the [NCE / NCMHCE / EPPP / LCSW] exam. ``` ``` I want to develop a specialty in [trauma / eating disorders / couples / adolescents / substance use]. What's the professional development path? ``` ``` Help me prepare a self-care plan that I could actually sustain given: [my actual constraints]. ``` ## Evidence-Based Modality Quick Reference Use these to ground your prompts in specific frameworks: CBT (Cognitive-Behavioral Therapy) Core: identifying and restructuring maladaptive thoughts → behaviors → emotions Key tools: thought records, behavioral experiments, cognitive restructuring, exposure hierarchies Prompt anchor: “Using a CBT framework, help me…” DBT (Dialectical Behavior Therapy) Core: biosocial model, dialectics, four skill modules (mindfulness, distress tolerance, emotion regulation, interpersonal effectiveness) Key tools: TIPP, DEARMAN, FAST, GIVE, chain analysis, diary cards Prompt anchor: “Using a DBT skills framework, help me…” ACT (Acceptance and Commitment Therapy) Core: psychological flexibility, defusion, acceptance, values, committed action Key tools: values clarification, defusion exercises, committed action plans, hexaflex Prompt anchor: “Using an ACT framework emphasizing [psychological flexibility / values], help me…” Motivational Interviewing Core: collaborative, evocative, person-centered approach to ambivalence Key tools: OARS (Open questions, Affirmations, Reflective listening, Summaries), change talk elicitation Prompt anchor: “Using MI principles, help me develop language that evokes change talk for…” Psychodynamic / Attachment Core: unconscious processes, relational patterns, early attachment, transference Key tools: reflection, interpretation, here-and-now relational work, genograms Prompt anchor: “Using an attachment / psychodynamic lens, help me conceptualize…” SFBT (Solution-Focused Brief Therapy) Core: exceptions, strengths, client expertise on their own life Key tools: miracle question, scaling questions, exception-finding, compliments Prompt anchor: “Using a solution-focused approach, help me develop questions that…” Trauma-Informed Care Core: safety, trustworthiness, choice, collaboration, empowerment, cultural humility Key tools: window of tolerance, grounding, titrated exposure, stabilization before processing Prompt anchor: “Using a trauma-informed framework with attention to safety and window of tolerance, help me…” ## What Great Looks Like After consistent use, you should notice: documentation is faster and more consistently structured, your psychoeducation materials are tailored rather than generic, supervision time is more focused because you arrive with a prepared question, and case conceptualizations are more theoretically coherent. The goal is not for an AI assistant to be the therapist. It’s for an AI assistant to handle the scaffolding — so you can bring your full clinical presence into the room. ## Practice Plan Day Focus Time Day 1 Write a progress note using the session documentation prompt — compare to your usual process 30 min Day 2 Develop a psychoeducation handout for a skill you teach repeatedly 30 min Day 3 Build a treatment plan for a current case using the treatment planning prompt 25 min Day 4 Prepare for supervision using the supervision preparation prompt 30 min Day 5 Review the week’s prompts — save your three best with /saveinsight 25 min ### Month 2–3 Shift from guided exercises to independent workflows — build templates, integrate AI into your real projects, and create reusable prompt libraries for repeating tasks. Track Your Growth ``` /saveinsight Clinical documentation: [description] ``` ``` /saveinsight Psychoeducation materials: [description] ``` Continue your practice: adapt one prompt to a current challenge, then review the result before using it. Privacy, Ethics, and Compliance - No client identifiers. Ever. Not names, dates, employers, family configurations, or any detail that could identify the client. - Documentation must reflect reality. AI-generated note drafts are starting points. The final note must accurately reflect the session you conducted. - Clinical decisions remain yours. Risk assessment, diagnostic formulation, level-of-care decisions, mandatory reporting — these are professional judgments that AI cannot and must not make. - Know your institutional policy. Many agencies and group practices have explicit policies on AI use. Know them before you use an AI assistant. - Consult your ethics board when in doubt. The ACA, APA, and NASW all offer ethics consultations. If you’re uncertain whether a particular use is appropriate, ask. Your clients come to you in their most vulnerable moments. Everything about how you practice — including how you use technology — is an expression of your professional ethics and your genuine care for their wellbeing. LearnAI skills for this discipline counseling-psychology bootstrap-learning ai-writing-avoidance research-first-development Completed this playbook? Show the world you've mastered AI for counseling psychology. Add your verified certificate of completion to LinkedIn. [Add to LinkedIn](#) [Share as Post](#)