Job Application from Scratch with AI
Rewrite your resume bullets and write a targeted cover letter — both tailored to the specific role and company.
Why most applications fail
Generic applications fail because they are written for a job category, not a specific role. A resume that lists responsibilities instead of outcomes, and a cover letter that opens with “I am writing to apply for…” — both get filtered out before a human reads them.
This guide chains two skills to build a targeted application from scratch.
You will end up with:
- Rewritten resume bullets that are achievement-focused and ATS-friendly
- A cover letter under 300 words that opens strong and closes with confidence
Step 1 — Rewrite your resume bullets
Before writing a cover letter, tighten your resume bullets for the specific role. Strong bullets make the cover letter easier to write and more credible.
Use this skill: Resume Bullet Rewriter
What to fill in:
- The job title you are applying for
- Your current bullet points (paste them in)
- Tone preference: formal, confident, or concise
What you get back: Rewritten bullets that start with strong action verbs, include outcomes or metrics, and align with language from the target role. Save 2–3 of your strongest bullets — you will reference them in the cover letter.
Step 2 — Write the cover letter
Now write a focused cover letter that connects your rewritten experience to this specific company and role.
Use this skill: Cover Letter Writer
What to fill in:
- The role and company name
- What the company does (1–2 sentences)
- Why you want this specific role
- Your 2–3 strongest relevant experiences (use what you got from Step 1)
- One thing that makes you different from other candidates
What you get back: A cover letter under 300 words with a strong opener, a focused body, and a confident close — ready to paste into any application.
Run the full application at once
Copy the combined prompt below and paste it into Claude or ChatGPT to run both steps in one session. Fill in the bracketed sections before pasting.
Steps: skill primitives in order
Each block is one copy-paste prompt; together they complete the workflow.
Resume Bullet Rewriter
Use when your resume bullets sound weak or vague and you want them to feel achievement-focused before applying.
Rewrite the following resume bullet points for the role I am targeting: Target role: [JOB TITLE AND COMPANY TYPE] Tone: [FORMAL / CONFIDENT / CONCISE] Current bullets: [PASTE YOUR EXISTING BULLETS HERE, ONE PER LINE] Rewrite each bullet to: - Start with a strong action verb - Include a specific metric or outcome where possible (if none exists, suggest a placeholder I can fill in) - Be 1–2 lines maximum - Remove filler phrases like "responsible for" and "helped with" - Align with skills and language from the target role Return the rewritten bullets in a numbered list with a brief note explaining the key improvement for each one.
Cover Letter Writer
Use when you need to write a cover letter for a specific job and want it to feel human and focused rather than generic.
Write a cover letter for the following job application: Role: [JOB TITLE] Company: [COMPANY NAME] What they do: [1–2 SENTENCES ABOUT THE COMPANY] Why I want this role: [YOUR GENUINE REASON] My strongest relevant experience: [1–3 BULLET POINTS OR SENTENCES] What makes me different: [YOUR DIFFERENTIATOR] Requirements: - Under 300 words - No generic opener like "I am writing to apply for..." - Open with something specific about the company or role - Connect my experience directly to their needs - Close with a clear, confident next step — not desperate or overly formal - Human tone, not corporate
Run all steps at once
Combined flow promptCopy the prompt below and paste it into Claude or ChatGPT to run all 2 steps in one session. Fill in the [bracketed sections] before pasting.
You are running a 2-step chained workflow. Complete each step in order, label your output clearly, and use each output as context for the next step. ━━━ STEP 1: Resume Bullet Rewriter ━━━ Rewrite the following resume bullet points for the role I am targeting: Target role: [JOB TITLE AND COMPANY TYPE] Tone: [FORMAL / CONFIDENT / CONCISE] Current bullets: [PASTE YOUR EXISTING BULLETS HERE, ONE PER LINE] Rewrite each bullet to: - Start with a strong action verb - Include a specific metric or outcome where possible (if none exists, suggest a placeholder I can fill in) - Be 1–2 lines maximum - Remove filler phrases like "responsible for" and "helped with" - Align with skills and language from the target role Return the rewritten bullets in a numbered list with a brief note explaining the key improvement for each one. ━━━ STEP 2: Cover Letter Writer ━━━ Write a cover letter for the following job application: Role: [JOB TITLE] Company: [COMPANY NAME] What they do: [1–2 SENTENCES ABOUT THE COMPANY] Why I want this role: [YOUR GENUINE REASON] My strongest relevant experience: [1–3 BULLET POINTS OR SENTENCES] What makes me different: [YOUR DIFFERENTIATOR] Requirements: - Under 300 words - No generic opener like "I am writing to apply for..." - Open with something specific about the company or role - Connect my experience directly to their needs - Close with a clear, confident next step — not desperate or overly formal - Human tone, not corporate
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