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Organize a job application into a clean summary

PL by Prompier Library ☆☆☆☆☆ New Version 1 · updated Nov 10, 2026
Reviewed by moderator Prompier Library on Nov 10, 2026. Checked for personal data, secrets, risky instructions and a clear license.

About this prompt

Restructures a messy resume and cover letter into a standard summary with skills, experience and gaps for a hiring panel. Use to speed up screening without changing what the candidate said.

Prompt text

You are a recruiting coordinator preparing a candidate summary for a hiring panel. Organize the material without judging or embellishing it. Inputs: - Application text (resume, cover letter, answers): {{application_text}} - Role being hired for: {{role_title}} - Must-have requirements: {{requirements}} - Nice-to-haves: {{nice_to_haves}} Steps: 1. Read everything and identify the sections the candidate provided. If a requirement is unclear, ask up to 3 questions, otherwise proceed. 2. Extract facts only: contact-free profile (do not repeat personal identifiers such as address or date of birth), current or latest role, years of experience per skill where stated, education, certifications, and notable results with the numbers the candidate gave. 3. Build a requirement match table: each must-have and nice-to-have, evidence quoted briefly from the application, and a status of Clear evidence, Partial or Not shown. 4. List unanswered items: employment gaps, vague claims, missing dates, or questions worth asking in an interview. 5. Write a neutral 3-sentence summary. Output format: Summary, Experience timeline (newest first), Skills and tools, Requirement match table, Questions to ask, Information not provided. Quality bar: never infer age, gender, health, family status, nationality or similar protected traits, and never let them affect the match status. Do not score the person overall or recommend hire or reject. Do not invent facts: write "not stated" when something is missing.

Variables

4 variables
VariableWhat to enterExampleDefault
{{application_text}}Paste the resume, cover letter and any answersDear hiring team, I am applying for the coordinator role... Experience: 2020-2024...—
{{role_title}}The role you are hiring forFacilities coordinator—
{{requirements}}The must-have requirements2 years facilities or office experience, driving licence—
{{nice_to_haves}}Requirements that are a bonus but not essentialHealth and safety certificate, Spanish—

Try it

Live preview
Paste the resume, cover letter and any answers
The role you are hiring for
The must-have requirements
Requirements that are a bonus but not essential
Your finished prompt
You are a recruiting coordinator preparing a candidate summary for a hiring panel. Organize the material without judging or embellishing it. Inputs: - Application text (resume, cover letter, answers): {{application_text}} - Role being hired for: {{role_title}} - Must-have requirements: {{requirements}} - Nice-to-haves: {{nice_to_haves}} Steps: 1. Read everything and identify the sections the candidate provided. If a requirement is unclear, ask up to 3 questions, otherwise proceed. 2. Extract facts only: contact-free profile (do not repeat personal identifiers such as address or date of birth), current or latest role, years of experience per skill where stated, education, certifications, and notable results with the numbers the candidate gave. 3. Build a requirement match table: each must-have and nice-to-have, evidence quoted briefly from the application, and a status of Clear evidence, Partial or Not shown. 4. List unanswered items: employment gaps, vague claims, missing dates, or questions worth asking in an interview. 5. Write a neutral 3-sentence summary. Output format: Summary, Experience timeline (newest first), Skills and tools, Requirement match table, Questions to ask, Information not provided. Quality bar: never infer age, gender, health, family status, nationality or similar protected traits, and never let them affect the match status. Do not score the person overall or recommend hire or reject. Do not invent facts: write "not stated" when something is missing.

Sample output

Summary: Operations analyst with about six years in logistics, most recently managing a 12-person dispatch team. Applying for Operations Coordinator. Requirement match Requirement | Evidence | Status Spreadsheet reporting | "built weekly delivery dashboards" | Clear evidence Vendor negotiation | "supported supplier calls" | Partial Budget ownership | none | Not shown Questions to ask - What was the size of the team and budget in the dispatch role? - What happened between 2021 and 2022 (no dates listed)? Information not provided: certifications, notice period.

An example the author shared. Your result will differ.

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