What “AI directives” mean (and why they work)

An AI directive is a short, explicit instruction you give an AI tool so it produces useful, job-ready output instead of generic filler. Think of directives as a mini-brief: role + goal + inputs + constraints + format + voice.

In a smaller market like Grand Rapids, Minnesota, good directives matter even more because you’re often applying to employers who value clarity, reliability, and local fit. Your materials need to sound like a real person who understands the work—not a template.

Below is a practical set of “current directives” you can copy/paste and reuse. They’re designed to help you move faster while keeping your application honest, human, and tailored.

The Northwoods directive formula (copy this once)

Use this skeleton any time you prompt an AI tool:

  • Role: “Act as a…”
  • Objective: “Your goal is…”
  • Context: “Here’s the job + my background…”
  • Constraints: “Do/don’t do these things…”
  • Output format: “Return it as…”
  • Voice: “Sound like…”

Master template

Act as a hiring-focused career editor. Your goal is to help me apply for this job in/near Grand Rapids, MN. Use only the facts I provide. If information is missing, ask up to 5 questions before writing. Keep it clear, local, and practical.

Directive set: resume + cover letter

1) Resume keyword mapping (ATS-friendly, not robotic)

Directive:

Act as an ATS-aware resume analyst. From the job description below, extract 12–18 keywords/phrases (skills, tools, certifications, responsibilities). Then map each keyword to a bullet in my resume where it naturally fits. Output a table with columns: Keyword | Where to add | Suggested rewrite.

Paste inputs: job description + current resume bullets.

2) Rewrite bullets with measurable results

Directive:

Act as a resume writer for blue-collar and customer-facing roles. Rewrite my bullets into the format: Action verb + task + tool/process + outcome. Keep each bullet under 22 words. Do not invent metrics—if a number is missing, use a placeholder like [X] and tell me what to measure.

3) “Local-fit” summary statement

Directive:

Write 3 versions of a 2–3 line resume summary for a candidate applying in the Grand Rapids, MN area. Emphasize reliability, safety, teamwork, and learning speed. Avoid buzzwords (“synergy,” “rockstar”). Keep it plainspoken.

4) Cover letter that doesn’t repeat the resume

Directive:

Write a cover letter that adds context, not duplication. Use a 3-paragraph structure: (1) Why this role/company, (2) 2 proof stories from my experience, (3) simple close with availability. Keep it 220–280 words. No clichés.

Directive set: networking + outreach (small-market friendly)

5) Cold message to a hiring manager (respectful, short)

Directive:

Draft two versions of a message I can send to a hiring manager on email or LinkedIn. Version A: 65–85 words. Version B: 110–140 words. Tone: polite, direct, Minnesota-nice. Mention one specific reason I’m reaching out and ask one clear question.

6) “Warm intro” request to someone you know

Directive:

Write a text message I can send to an acquaintance in the Grand Rapids area asking for a quick intro. Keep it under 60 words. Make it easy to say yes, and include a one-sentence description of the job I’m targeting.

7) Follow-up after applying (timed and professional)

Directive:

Write a follow-up email to send 6–8 business days after applying. Include: job title, date applied, one value point, and a simple call-to-action. Keep it under 130 words.

Directive set: interviews (prep that sounds like you)

8) Build interview answers from your real stories

Directive:

Act as an interview coach. Ask me for 6 short stories from my work history that prove reliability, safety, customer service, problem-solving, conflict handling, and learning. After I answer, convert them into STAR interview responses (120–170 words each). Do not add facts.

9) “Tell me about yourself” for local employers

Directive:

Write 3 versions of a 45-second “tell me about yourself” for this job. Make it straightforward: present role/skills → relevant experience → why I’m applying → what I’m looking for. Avoid corporate jargon.

10) Interview question generator (role-specific)

Directive:

Generate 12 likely interview questions for this specific job description. Label each as: Basic | Behavioral | Technical | Safety | Customer. Then tell me what a strong answer would include (bullet points, not a script).

Directive set: research + planning

11) Fast employer research (without making things up)

Directive:

I’m going to paste notes from the company website and a job posting. Summarize: what they do, who they serve, what they value, and what problems this role likely solves. Then give me 5 “smart questions” to ask in an interview. Only use the text I paste.

12) Weekly job search plan you can actually follow

Directive:

Build a weekly job search routine for a working adult in Itasca County with limited time. Assume I can spend [X] hours per week. Include: applications, networking, skill-building, and follow-up. Output as a Monday–Sunday checklist.

13) Skill gap mini-roadmap (30 days)

Directive:

Compare my current skills to the job requirements. Identify the top 3 gaps I can improve in 30 days. For each gap, propose: 3 practice tasks, 1 free/low-cost learning resource type, and how to show it on my resume.

Directive set: offers, pay, and professionalism

14) Negotiation script (firm, not awkward)

Directive:

Draft a negotiation email and a phone script. Tone: appreciative, confident, collaborative. Include: excitement, one sentence of value, a specific ask (range), and a question about flexibility (schedule, benefits, training). Keep it realistic for a small-market employer.

15) Reference sheet and prep kit

Directive:

Create a one-page reference sheet format (name, relationship, company, phone, email, notes). Then write a short message I can send to each reference asking permission and reminding them what role I’m applying for.

Guardrails: the “don’t ruin it” rules

Use these constraints in every directive:

  1. No fake facts. If you didn’t do it, don’t claim it.
  2. No fake employers, schools, or certifications.
  3. No confidential info. Don’t paste private customer data, medical details, or proprietary procedures.
  4. Keep your voice. Ask the AI to sound like you: practical, clear, and specific.
  5. Proofread like a human. AI can miss context, exaggerate, or use phrases you’d never say.

A simple add-on line to any prompt:

Use only the information I provide. If you’re unsure, ask questions instead of guessing.

How to use this in real life (quick workflow)

  1. Pick one target job (don’t multi-target with one resume).
  2. Run directive #1 (keyword mapping) and update bullets.
  3. Run directive #4 (cover letter) after resume edits.
  4. Use #7 (follow-up) and #5 (hiring manager message) to stand out.
  5. Prep with #8–#10 before the interview.

If you want, paste a job description and your current resume bullets, and I’ll help you choose the best 3 directives to run first based on that role.