Match an experience summary to role requirements
Compare target vacancies with a person’s factual experience to improve a professional profile or application.
How this works
Compare target vacancies with a person’s factual experience to improve a professional profile or application. Use this when someone wants to adapt a professional profile or application to target roles. The workflow should make relevant experience clearer while preserving factual limits and avoiding invented achievements.
Extract recurring job-related requirements from selected vacancies, map them to verified experience and rewrite only supported sections. Separate missing evidence from genuine skill gaps. Every claim, date, qualification and result remains subject to the person's confirmation before sharing.
Before you start
Target roles
Choose representative vacancies or role descriptions.
Experience record
Collect factual work history, projects and qualifications.
Output format
Confirm the profile, résumé or application sections to revise.
Prepare the inputs
- vacancies
- Required
role text and date
Distinguish common requirements from one employer's preference.
- experience_facts
- Required
roles, dates, responsibilities and evidence
Mark uncertain metrics and unsupported claims.
- existing_profile
- Required
current document version
Preserve the original for comparison.
- writing_constraints
- Required
length, tone and required sections
Do not add facts merely to fill space.
Implementation, step by step
Extract requirements
- Group recurring competencies and concrete responsibilities across target roles.
- Keep essential and preferred requirements distinct.
Checkpoint: A target-requirement map exists.
Map experience
- Find factual examples supporting each relevant requirement.
- Mark partial or absent evidence without manufacturing equivalence.
Checkpoint: The mapping is traceable.
Choose relevant examples
- Prioritize experience that directly addresses the target work.
- Retain scope and personal contribution rather than claim a team's entire result.
Checkpoint: The profile has a defensible emphasis.
Rewrite the document
- Use clear action, context and outcome language where supported.
- Leave unknown metrics out or phrase the contribution without a number.
Checkpoint: A targeted draft is ready.
Verify every claim
- Compare revised text with the experience facts and ask the person to confirm it.
- List unsupported requirements as development or clarification opportunities.
Checkpoint: The final draft is accurate for sharing.
Decisions along the way
Requirement has no supporting experience
Do not fabricate it; identify a gap or transferable example honestly.
Metric is remembered imprecisely
Omit the number or mark it for confirmation in the draft.
Team achievement is supplied
Describe the person's contribution without taking unsupported sole credit.
What you will produce
targeted-profile.docx
DOCX or MarkdownA factual application draft adapted to the target roles.
Include: summary · experience · skills · qualifications · status
requirements-evidence.csv
CSVA map of supported and missing evidence.
Include: requirement · experience_ref · coverage · question
Check the result
- Verify dates, titles and qualifications against supplied facts.
- Check numerical achievements have a confirmed basis.
- Confirm target wording does not imply experience the person lacks.
- Inspect the final document for consistency and unintended exaggeration.
When something goes wrong
Experience sources conflict
Ask the person to resolve the specific fact before finalizing.
Vacancy text is outdated
Use current role material or state its date.
Rewriting changes the meaning
Restore the factual scope and revise the phrasing.
A worked example
SYNTHETIC EXAMPLE · NOT A REPORTED BUSINESS RESULT
Request
Synthetic: adapt a profile for an analyst role.
Inputs
Target asks for dashboard reporting. Experience says the person maintained a weekly spreadsheet report for one team; no BI-platform experience or measured time saving is documented.
Expected result
Synthetic result: describe the weekly reporting responsibility accurately. Do not add a BI tool or claim a percentage efficiency improvement.
Run a small pilot
Start small
Adapt one profile to a small set of related roles.
Record the baseline
Record revision time and factual corrections.
Agree success criteria
Agree relevance and claim accuracy before preparing more applications.
Stop or revise
Stop if matching the vacancy requires unsupported qualifications or results.
Keep the scope clear
- The workflow improves presentation of real experience rather than inventing credentials.
- Drafting does not submit applications or contact employers.
Check before using
Do not invent experience, results, or qualifications.
Business activities
- Deliver recurring client work
- Support and develop employees
FROM A RECIPE TO YOUR WORKFLOW
Bring the company context together.
This workflow needs reliable inputs before it needs a better prompt. Moat8 Vault brings working information into a readable archive for the AI tools you use.
For this recipe: Target job descriptions · Verified experience · Existing profile or resume
Start with one recurring task, agree which sources to use, and review the first result with your team.
Discuss this workflow