Custom AI Assistant: Your Personal School Counselor Claude Project

What This Builds

Instead of starting every AI conversation from scratch — explaining your school, your role, your documentation standards, and your preferences — you build a Claude Project that knows all of this before you type a single word. Every conversation automatically starts with full context: your school's grade levels, your district's 504 and MTSS template language, the ASCA framework, your communication style, and your common student scenarios. The result is faster, more accurate outputs from day one of every session.

Prerequisites

• Active Claude Pro subscription ($20/month at claude.ai)
• Comfortable using Claude for basic drafting tasks (Level 3)
• Your district's documentation templates saved as text/Word/PDF files
• 1-2 hours for initial setup

The Concept

A Claude Project is like having an AI assistant that already knows your workplace. When you hire a new office assistant, you spend hours explaining who you are, how your school works, what your templates look like, and what your communication style is. With a Claude Project, you do that work once — load all the context — and every future conversation picks up where that setup left off.

Think of the Project as your AI counselor's orientation packet: your school profile, your documentation standards, your common tasks, and your preferences are all pre-loaded. When you open a new conversation within the Project, Claude already knows all of it.

Build It Step by Step

Part 1: Create the Project and write your system prompt

1. Open Claude at claude.ai and sign in to your Pro account
2. In the left sidebar, look for "Projects" — click the + button to create a new project
3. Name it: "School Counselor — [Your School Name]"
4. Click into the project settings to find the "System Prompt" or "Instructions" field — this is where you pre-load context

Write your system prompt. This is the most important step. Here's a template — fill in your specifics:

You are an AI assistant helping a school counselor at [school name], a public [elementary/middle/high school] serving approximately [X] students in grades [range].

My role: School Counselor. I serve approximately [X] students. I work with [brief description — e.g., "a diverse student population with significant multilingual families, high rates of academic stress, and increasing mental health needs"].

My documentation standards:
- Case notes: DAP format (Data, Assessment, Plan)
- 504 plans: [name of your district's template, or describe format]
- MTSS documentation: [describe format]
- Professional tone: warm but formal in parent communications; clinical but empathetic in documentation

Privacy rules (ALWAYS apply these):
- Never include full student names in any output
- Use "the student," initials, or grade level + descriptor
- Do not include specific addresses, phone numbers, or SSNs

My common tasks:
- College recommendation letters (high school)
- 504 plan documentation
- MTSS tier progress notes
- Parent emails for academic concerns, mental health referrals, meeting requests
- SEL lesson plans for [grades you serve]
- Group counseling curricula

ASCA context: I follow the ASCA National Model. My role includes direct student services, indirect student services, program planning, and school support — with the goal of spending 80% of time on student-facing work.

Communication style I want you to match: Professional but warm. Avoid educational jargon where plain language works. Avoid clichés ("hardworking", "dedicated"). Be specific and concrete.

1. Save the system prompt.

Part 2: Upload your key documents to the Project

Claude Pro Projects allow you to upload documents that remain available across all conversations in the project. Upload these:

1. Your 504 template — Export your district's blank 504 form as a Word doc or PDF and upload it. Label it "District 504 Template" in your message when you first reference it.

2. Your MTSS documentation template — Same process.

3. A sample recommendation letter — Upload one of your better recommendation letters (with student name removed) as an example of your writing voice.

4. A list of your school's programs and resources — A one-page document listing: your school's counseling programs, community referral partners, mental health resources, any relevant phone numbers or websites (nothing student-specific).

To upload: Start a conversation within the project, use the paperclip icon to attach files, and tell Claude what each document is. Claude will remember them for all future conversations in this project.

Part 3: Test and refine with your most common tasks

Run through your three most common documentation or communication tasks within the project. After each one:

• Was the output more accurate than what you get from a generic conversation?
• Did Claude correctly use your documentation format without you specifying it?
• Was the tone right — matching your professional voice?

If something's off, go back to the system prompt and clarify. Common fixes:

• Add a sentence about grade levels if Claude keeps using wrong developmental language
• Specify "always use bulleted accommodations lists" if the format matters to you
• Add "avoid recommending outside therapists by name unless I specify" if Claude keeps suggesting specific providers

Real Example: A Typical Monday Morning

Setup: Your project is configured with your school profile, templates, and communication style.

Monday input: You open a new conversation in your project. You type:

I need three things this morning:
1. A DAP note for a session I just had with a 10th grader presenting with academic stress and friend conflict. She was tearful, engaged well with reframing, and left with two coping strategies. Follow-up in 2 weeks.
2. A parent email to schedule a meeting about a 9th grader whose grades dropped suddenly — I want to express concern and explore what's going on at home, tone: warm and curious, not alarming.
3. A 504 accommodation list for a student with generalized anxiety disorder affecting classroom participation and test performance.

What you get: Three complete, correctly formatted outputs — the case note in your DAP format using "the student," the parent email in your warm-but-professional voice, and the 504 accommodations in your district template language — all without explaining any of that context again.

Time saved: What would have been three separate 10-15 minute tasks becomes 5-10 minutes of total review and editing.

Time saved per week: Counselors with established Projects typically save 45-75 minutes per week on documentation and communication tasks compared to using general AI with no pre-loaded context.

What to Do When It Breaks

• Claude forgets the template format → Start a new conversation within the project (not outside it); sometimes long conversations lose early context
• Tone is too formal or too casual → Add specific examples to your system prompt: "Here's an example of the tone I want: [paste a sentence from a letter you like]"
• Output doesn't reflect your school's specific resources → Upload a resources document to the project and reference it in your system prompt: "When recommending community resources, refer to the 'Local Resources' document uploaded to this project."
• Claude uses student names despite instructions → Explicitly remind in each conversation: "Remember: no real student names in any output." Consider making this the first line of your system prompt.

Variations

• Simpler version: Use a Claude "custom instruction" (available in free tier as custom system prompts) with just a paragraph of school context — no document uploads. Less powerful but still meaningfully better than no context.
• Extended version: Create separate Projects for different counseling contexts — one for high school college advising, one for elementary SEL work, one for crisis documentation — each with context optimized for that task type.

What to Do Next

• This week: Write your system prompt, create the project, upload your core templates
• This month: Refine the system prompt based on what's working and what's not; add your resources document
• Advanced: Share the project setup approach with your counseling department — each counselor builds their own project; compare notes on what system prompt language produces the best output

Advanced guide for school counselor professionals. Claude Pro features and Projects functionality may evolve — check claude.ai for current capabilities.