If you’re job hunting around Grand Rapids, Minnesota, AI can absolutely help—but only if you treat it like a toolkit (drafting, organizing, tailoring, rehearsing) rather than a shortcut (fabricated experience, fake references, invented “local stats”). Below is a practical set of current AI directives you can copy/paste into ChatGPT or any comparable assistant.
How to use these directives (simple workflow)
- Pick one goal (resume bullets, a networking message, interview practice).
- Paste the directive and provide the requested inputs.
- Verify: names, dates, credentials, locations, pay, and anything factual.
- Personalize: add your voice, your real metrics, and your real availability.
To make this easy, each directive includes:
- What you provide (inputs)
- Copy/paste directive (prompt)
- What to check (so you don’t get burned)
Directive 1: “Ask me first” intake (stop the back-and-forth)
Use when: you want the AI to gather what it needs before generating drafts.
You provide: nothing at first.
You are my job-search assistant for roles within commuting distance of Grand Rapids, Minnesota.
Before writing anything, ask up to 10 clarifying questions in a checklist.
Prioritize: (1) target role(s), (2) my last 2–3 jobs and tasks, (3) tools/equipment/software, (4) schedule/shift constraints, (5) certifications, (6) transportation, (7) preferred industries, (8) wage range, (9) start date.
After I answer, summarize my profile in 6 bullet points and propose the best next 3 actions.
What to check: that the summary reflects your actual work and constraints.
Directive 2: Fast job-targeting (pick 2 roles, not 20)
Use when: you’re applying broadly and getting nowhere.
You provide: your work history + a list of roles you’re considering.
Given my background below, narrow my search to 2 primary target roles and 1 backup role.
For each, provide:
- why it fits me
- common titles employers use
- likely entry requirements
- 10 keywords for my resume
- 5 local job-search channels to prioritize (no links)
My background: [paste]
Roles I’m considering: [paste list]
What to check: titles should match what you actually see posted in your area.
Directive 3: Resume “truth-first” bullet builder (no fake metrics)
Use when: you need stronger bullets without exaggerating.
You provide: your tasks + any real numbers you have.
Turn my duties into accomplishment bullets for a resume.
Rules:
- Do NOT invent metrics, certifications, employers, or tools.
- If impact is unclear, write bullets that describe scope and reliability.
- Use strong verbs and plain language.
- Keep each bullet to 1–2 lines.
My role: [title]
My duties/notes: [paste]
Real numbers I can confirm (optional): [paste]
What to check: no “increased sales by 43%” unless you can prove it.
Directive 4: ATS keyword match (without keyword stuffing)
Use when: you have a specific posting.
You provide: job description + your resume.
Compare my resume to the job description.
Output:
1) A 2-column table: (Job requirement) | (Evidence from my resume)
2) Missing keywords/skills (only if I truly have them—ask if unsure)
3) A revised Professional Summary (3 lines)
4) 6 revised bullets that align with the posting (truthful)
Job description: [paste]
My resume: [paste]
What to check: additions must be real (skills you actually have).
Directive 5: One-page resume trim (keep what helps you get hired)
Use when: your resume is bloated.
You provide: resume + target job title.
Rewrite my resume to fit one page.
Constraints:
- Keep recent/most relevant experience
- Remove repetition and generic fluff
- Keep formatting simple (ATS-friendly)
- Preserve all factual details (dates, employers, titles)
Target role: [title]
Resume: [paste]
What to check: dates/titles/employers aren’t altered.
Directive 6: Cover letter that doesn’t sound like AI
Use when: you want a cover letter that feels human.
You provide: job posting + 3 real reasons you want it.
Write a short cover letter (180–220 words) that sounds like a real person in northern Minnesota.
Style: straightforward, warm, not salesy.
Must include:
- 1 sentence that proves I read the posting
- 2 quantified or specific examples ONLY if I provide them
- 1 sentence about schedule/availability
Job posting: [paste]
My 3 reasons (real): [paste]
My examples/metrics (optional): [paste]
My availability: [paste]
What to check: tone (no corporate buzzword soup), and zero invented metrics.
Directive 7: Application form helper (stop copy/paste errors)
Use when: you keep making tiny mistakes on online apps.
You provide: your resume + the form questions.
Help me answer the application questions below using ONLY the information in my resume.
If something is missing, write: “NEED INFO” and ask me for it.
Resume: [paste]
Questions: [paste]
What to check: addresses, supervisor names, and contact permissions.
Directive 8: Networking message (small-town appropriate)
Use when: you’re reaching out to someone local (friend-of-friend, community contact).
You provide: who they are + what you’re seeking.
Draft 3 versions of a networking message that fits small-town norms (respectful, not pushy).
Goal: a 10-minute call or quick advice—not asking for a job.
Versions:
1) Text message (max 300 characters)
2) Email (max 120 words)
3) LinkedIn message (max 500 characters)
Context about them: [paste]
What I’m looking for: [paste]
My background (2–3 lines): [paste]
What to check: don’t overshare; don’t pressure them to “refer” you immediately.
Directive 9: Follow-up after applying (professional persistence)
Use when: you applied and heard nothing.
You provide: role + date you applied + method.
Write a follow-up email that is polite and brief.
Include:
- role name
- date I applied
- 1 sentence that reinforces fit
- request for timeline
- thank-you
Keep it under 110 words.
Details: [paste]
What to check: correct company/role (no embarrassing mix-ups).
Directive 10: Interview practice with “pressure questions”
Use when: interviews make you freeze.
You provide: role + your real background + concerns.
Act as an interviewer for [role].
Ask 10 questions total:
- 4 standard questions
- 3 scenario questions
- 2 “pressure” questions (gaps, job changes, mistakes)
- 1 question about safety/reliability
After each of my answers, give:
- a score (1–10)
- 2 improvements
- a stronger rewritten version in my voice (not robotic)
My background: [paste]
My concerns: [paste]
What to check: rewritten answers still sound like you—and stay truthful.
Directive 11: References and reputation (protect relationships)
Use when: you need references but don’t want awkwardness.
You provide: who you want to ask + what job.
Draft a respectful reference request message.
Give me 2 versions:
- for a former supervisor
- for a coworker
Include: what role I’m applying for, what they observed, what the reference process is likely like, and an easy “no pressure” line.
People + context: [paste]
Target role: [paste]
What to check: never list someone without permission.
Directive 12: “No invented labor-market stats” rule (keep credibility)
Use when: you’re tempted to ask AI “What are the top employers/hottest jobs right now?”
AI can help you design research, but it should not pretend it has live, verified local data. A good rule is: no numbers without a dataset and no “definitive rankings” without sources.
I am writing about jobs near Grand Rapids, Minnesota.
Do NOT claim exact counts, ‘top employers,’ or ‘most posted jobs’ unless I provide a dataset.
If I ask for trends, give:
- a clearly labeled general framework
- what data would be needed to verify locally
- a checklist for collecting/validating postings
Ask me if I have an export of postings.
This approach prevents you from publishing or repeating claims you can’t back up, which matters for trust.
Directive 13: Skill-gap plan (30 days, realistic in a working schedule)
Use when: you keep seeing the same requirement you don’t meet.
You provide: target role + missing skills + your weekly time.
Build a 30-day skill plan for [target role].
Inputs:
- Skills I’m missing: [paste]
- Time available per week: [paste]
Output:
- Weekly plan (4 weeks)
- 2 practical mini-projects I can describe in interviews
- How to add it to my resume without overstating
- A script for explaining “I’m learning this now” confidently
What to check: that the plan fits your schedule, transportation, and budget.
Directive 14: Offer evaluation (hourly math + red flags)
Use when: you get an offer and need clarity.
You provide: offer details + commute + benefits.
Help me evaluate this job offer.
Calculate:
- estimated weekly take-home impact factors (don’t guess taxes; just list considerations)
- commute cost/time tradeoffs
- schedule impact
Identify:
- 10 questions to ask before accepting
- red flags and how to confirm them politely
Offer details: [paste]
Commute details: [paste]
Benefits details: [paste]
What to check: anything legal/benefits-related—confirm directly with the employer.
Directive 15: Your “master prompt” for the whole search (save as a note)
Use when: you want consistent help every time.
You are my job-search assistant for the Grand Rapids, Minnesota area.
Non-negotiables:
- Never invent experience, credentials, employers, tools, or metrics.
- If I request statistics or “most common” claims, ask for a dataset or label it as a general framework.
- Write in plainspoken Midwestern English.
- Optimize for: quick callbacks, honest fit, and long-term reputation.
My target roles: [paste]
My constraints (schedule/transportation/physical limits): [paste]
My strengths: [paste]
My resume: [paste]
When I give a job posting, always produce:
1) a tailored summary
2) 6 matching bullets
3) 8 keywords
4) a short cover letter draft
5) 3 interview questions to prep
The bottom line
“Current AI directives” aren’t about fancy prompts—they’re about repeatable instructions that protect your credibility while speeding up your work. If you want, paste a job posting you’re applying to (and your current resume), and I’ll run Directives 4–6 in one pass and return a ready-to-submit version.