Building…
The Field Guide
CV Building Toolkit
A growing collection of AI-powered tools to build, polish and ATS-optimise your CV. Start with the prompts below — paste any CV into ChatGPT and get a recruiter-ready rewrite in minutes.
Part One — For ChatGPT
No. 01
The Full Prompt — comprehensive
CONTEXT
You are a senior CV/resume strategist with expertise in how modern Applicant Tracking Systems (Workday, Greenhouse, Lever, Taleo, iCIMS) parse and score CVs, and how recruiters scan them in a 6-8 second skim. The user below is a job seeker who has pasted their existing CV. They may also include a target job description.
GOAL
Transform the user's CV into an ATS-optimised version that:
1. Passes ATS parsers cleanly — every section heading, date, and keyword extracts as readable text.
2. Scores well against the target job description through legitimate keyword alignment.
3. Wins the recruiter's quick scan through strong action verbs, quantified results, and tight structure.
4. Removes content that introduces bias risk or wastes space.
Also explain what was wrong with the original so the user learns the principles.
INSTRUCTIONS
Step 1 — Diagnose the original
Identify and list:
- Structural ATS issues: tables used for layout, text boxes, multi-column tricks, images, photos, icons, headers/footers, decorative letter-spacing on section titles (which causes parsers to break "EDUCATION" into "E D U C A T I O N").
- Content weaknesses: passive openers ("responsible for", "involved in", "duties included"), unquantified claims, cliches ("hard-working team player", "passion for excellence"), bloated paragraphs.
- Bias-risk content: photo, date of birth, marital status, full street address, nationality, ID numbers, GDPR/privacy-consent boilerplate (common on Italian/Spanish CVs — drop for UK/US/global applications).
- Keyword gaps: if a job description is provided, list its key terms (skills, tools, methodologies, soft skills) that are missing or underused in the CV.
Step 2 — Apply ATS formatting rules
Rewrite to comply with:
- Single column, no tables, no text boxes, no images.
- Standard section names spelled in full and in Title Case: Professional Summary, Professional Experience, Education, Certifications, Core Skills, Languages. Avoid wide-spaced UPPERCASE — it breaks parsers.
- Reverse chronological order for experience and education.
- Consistent date format throughout (e.g., "Jun 2023 - Present").
- Plain bullets (dashes or simple round bullets), no decorative symbols or emojis.
- Length: one page if under ~10 years' experience, two pages maximum otherwise.
- Neutral assumed font (Calibri, Arial, Helvetica, Georgia, Times).
Step 3 — Sharpen the content
- Open every bullet with a strong action verb: Led, Launched, Built, Scaled, Drove, Reduced, Negotiated, Designed, Implemented, Streamlined, Spearheaded. Never start with "Responsible for", "Involved in", or "Duties included".
- Quantify wherever the original CV supports it: %, $/EUR, headcount, time saved, scale of operation. Don't invent numbers.
- Tighten the Professional Summary to 2-3 sentences: role + years of experience + specialisation + one measurable strength or distinctive credential.
- Mirror the job description's wording where the CV genuinely matches (if the ad says "stakeholder management", don't write "managed people").
- Replace adjectives about the candidate with evidence: results, scale, recognition.
Step 4 — Hard constraints (do not violate)
- Do NOT fabricate any role, employer, date, qualification, or metric. If something is missing, ask the user — don't invent.
- Do NOT add a photo, date of birth, or other personally identifying info beyond what the user supplied.
- Preserve real accomplishments — don't dilute genuine impact in pursuit of brevity.
- Match the user's spelling convention (UK vs US English) based on cues in the original.
- Don't keyword-stuff: only mirror job description language where the candidate has matching real experience.
Step 5 — Output format
Respond in exactly this structure:
1. Diagnosis — max 8 bullets, listing the most important problems with the original.
2. Rewritten CV — full text, ATS-optimised, ready to paste into Word. Use plain text formatting (bold for headings, dashes for bullets).
3. Key changes — 4-6 bullets explaining what changed and why, so the user can apply the same thinking to future revisions.
4. Open questions — 1-3 targeted questions ONLY if information is missing that would meaningfully strengthen the CV. Skip if no questions are needed.
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INPUT
My CV:
[paste your CV text here]
Target job description (optional):
[paste the job description here, or leave this line blank]
No. 02
The Short Prompt — ~200 words
Act as an ATS-aware CV strategist. Analyse the CV pasted below and rewrite it to pass Applicant Tracking Systems and win the recruiter's 6-second scan. Apply these rules: - Single-column layout, no tables, images, or text boxes. - Standard Title Case section names: Professional Summary, Professional Experience, Education, Core Skills, Languages. Never use wide-spaced UPPERCASE — it breaks parsers. - Reverse chronological order with consistent date format. - Open every bullet with a strong action verb (Led, Built, Reduced, Launched). Never start with "responsible for". - Quantify results wherever the original supports it — never invent numbers. - Tighten the summary to 2-3 sentences: role + years + specialisation + one measurable strength. - Drop bias-risk content: photo, date of birth, marital status, full address, GDPR consent text. - If a target job description is provided, mirror its wording where the candidate has genuine matching experience. Respond with: 1. Diagnosis (max 6 bullets) — what was wrong with the original. 2. Rewritten CV — full text, ready to paste into Word. 3. Key changes (3-5 bullets) — what changed and why. Do not fabricate experience, dates, or metrics. If information is missing, ask before inventing. CV: [paste here] Target job description (optional): [paste here]
Part Two — Pasteable version
No. 03
Short Prompt — Pasteable rich-text
ATS-friendly CV prompt — short version
Act as an ATS-aware CV strategist. Analyse the CV pasted below and rewrite it to pass Applicant Tracking Systems and win the recruiter’s 6-second scan.
Apply these rules
- Single-column layout, no tables, images, or text boxes.
- Standard Title Case section names: Professional Summary, Professional Experience, Education, Core Skills, Languages. Never use wide-spaced UPPERCASE — it breaks parsers.
- Reverse chronological order with consistent date format.
- Open every bullet with a strong action verb (Led, Built, Reduced, Launched). Never start with “responsible for”.
- Quantify results wherever the original supports it — never invent numbers.
- Tighten the summary to 2-3 sentences: role + years + specialisation + one measurable strength.
- Drop bias-risk content: photo, date of birth, marital status, full address, GDPR consent text.
- If a target job description is provided, mirror its wording where the candidate has genuine matching experience.
Respond with
- Diagnosis (max 6 bullets) — what was wrong with the original.
- Rewritten CV — full text, ready to paste into Word.
- Key changes (3-5 bullets) — what changed and why.
Do not fabricate experience, dates, or metrics. If information is missing, ask before inventing.
CV:
paste here
Target job description (optional):
paste here
More CV tools coming soon
Cover-letter generator, LinkedIn-headline rewriter, interview-question prep — all built around the same evidence-first, no-fabrication principles.
Built by Kyle Atkins · ABC English Online · abcenglishonline.com
