Use this before job description work when the notes are rough and ChatGPT should ask clarifying questions first.
Run this context intake prompt for HR and Recruiters; stay practical, cite the pasted notes, and leave the final call with the human reviewer.
Task: help me with job description work. Target result: a job description.
Source material I can provide: [source_material]. Typical source for this task is role outcomes, responsibilities, requirements, compensation range, and hiring process.
Audience or stakeholder: [audience]. The output must work for a candidate, employee, hiring panel, or HR reviewer.
Task-specific focus to preserve: [task_focus]. If the pasted focus is broad, compare it with this page cue: role outcomes, required skills, compensation clarity, and inclusive wording.
Goal: [goal]. Constraints: [constraints]. Fact boundary for this run: keep the pasted notes, concrete examples, hard limits, and reviewer judgment tied to [source_material], and mark any detail the notes do not support.
Run mode for job description work: Run this as intake: ask the questions needed before writing, then wait for answers if the source material is missing.
Stop rule: Stop before creating the final asset if the audience, source material, or review owner is unclear.
Return a question list grouped by audience, source material, constraints, and review owner.
Before writing a job description, ask up to 3 clarifying questions when [source_material] does not include role outcomes, responsibilities, requirements, compensation range, and hiring.
After the answer, include a human review section focused on [review_lens]. Verify the pasted notes, concrete examples, hard limits, and reviewer judgment; and respect this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Check cue: for job description work, The user should leave with a short context pack and a safe next prompt, not a finished answer.
- [source_material]
- Paste the concrete recruiter job description work notes, such as role outcomes, responsibilities, requirements, compensation range, and hiring process.Example: role outcomes, responsibilities, requirements, compensation range, and hiring process
- [audience]
- Who will read, use, approve, or act on this recruiter a job description.Example: a candidate, employee, hiring panel, or HR reviewer
- [goal]
- The choice or work outcome this recruiter job description work run should support.Example: make a job description easier to review, adapt, and use in a real hr and recruiters workflow
- [constraints]
- Rules for recruiter job description work: tone, length, channel, privacy, and the pasted notes, concrete examples, hard limits.Example: keep the wording fair, job-related, and reviewed by the appropriate human
- [review_lens]
- Use this check before sharing: job description quality, role outcomes and required skills, and fairness and policy.Example: job description quality, role outcomes and required skills, and fairness and policy fit
- [task_focus]
- The detail that keeps this recruiter job description work prompt specific: role outcomes, required skills, compensation clarity, and inclusive wording.Example: role outcomes, required skills, compensation clarity, and inclusive wording
Expected output
Expect a question list grouped by audience, source material, constraints, and review owner that explicitly separates source-based content from assumptions and ends with a review pass for job description quality, role outcomes and required skills, and fairness and policy fit.
Follow-up prompt
Now improve this working version into a job description by tightening job description quality, role outcomes and required skills, and fairness and policy fit, emphasizing role outcomes, required skills, compensation clarity, and inclusive wording, removing unsupported claims, and giving me one stronger version for a candidate, employee, hiring panel, or HR reviewer.
Human review
Check whether the answer uses only provided context, handles the pasted notes, concrete examples, hard limits, and reviewer judgment, fits a candidate, employee, hiring panel, or HR reviewer, reflects role outcomes, required skills, compensation clarity, and inclusive wording, and respects this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Best for: Starting job description work when the source material still needs shape. Use when: Use before asking ChatGPT for job description work so the model has enough task-specific context.
Use this when the source material is ready and the answer needs to become a job description.
Run this evidence-aware working copy prompt for HR and Recruiters; stay practical, cite the pasted notes, and leave the final call with the human reviewer.
Task: help me with job description work. Target result: a job description.
Source material I can provide: [source_material]. Typical source for this task is role outcomes, responsibilities, requirements, compensation range, and hiring process.
Audience or stakeholder: [audience]. The output must work for a candidate, employee, hiring panel, or HR reviewer.
Task-specific focus to preserve: [task_focus]. If the pasted focus is broad, compare it with this page cue: role outcomes, required skills, compensation clarity, and inclusive wording.
Goal: [goal]. Constraints: [constraints]. Fact boundary for this run: keep the pasted notes, concrete examples, hard limits, and reviewer judgment tied to [source_material], and mark any detail the notes do not support.
Run mode for job description work: Run this as the first usable version: use the supplied fields, label assumptions, and produce the main artifact.
Stop rule: Stop if the request asks you to invent facts, evidence, credentials, numbers, or private details.
Return copy options grouped by angle, audience, supporting detail, and revision note.
Before writing a job description, ask up to 3 clarifying questions when [source_material] does not include role outcomes, responsibilities, requirements, compensation range, and hiring.
After the answer, include a human review section focused on [review_lens]. Verify the pasted notes, concrete examples, hard limits, and reviewer judgment; and respect this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Check cue: for job description work, The user should get a working version they can inspect against the supplied notes.
- [source_material]
- Paste the concrete recruiter job description work notes, such as role outcomes, responsibilities, requirements, compensation range, and hiring process.Example: role outcomes, responsibilities, requirements, compensation range, and hiring process
- [audience]
- Who will read, use, approve, or act on this recruiter a job description.Example: a candidate, employee, hiring panel, or HR reviewer
- [goal]
- The choice or work outcome this recruiter job description work run should support.Example: make a job description easier to review, adapt, and use in a real hr and recruiters workflow
- [constraints]
- Rules for recruiter job description work: tone, length, channel, privacy, and the pasted notes, concrete examples, hard limits.Example: keep the wording fair, job-related, and reviewed by the appropriate human
- [review_lens]
- Use this check before sharing: job description quality, role outcomes and required skills, and fairness and policy.Example: job description quality, role outcomes and required skills, and fairness and policy fit
- [task_focus]
- The detail that keeps this recruiter job description work prompt specific: role outcomes, required skills, compensation clarity, and inclusive wording.Example: role outcomes, required skills, compensation clarity, and inclusive wording
Expected output
Expect copy options grouped by angle, audience, supporting detail, and revision note that explicitly separates source-based content from assumptions and ends with a review pass for job description quality, role outcomes and required skills, and fairness and policy fit.
Follow-up prompt
Now improve this working version into a job description by tightening job description quality, role outcomes and required skills, and fairness and policy fit, emphasizing role outcomes, required skills, compensation clarity, and inclusive wording, removing unsupported claims, and giving me one stronger version for a candidate, employee, hiring panel, or HR reviewer.
Human review
Check whether the answer uses only provided context, handles the pasted notes, concrete examples, hard limits, and reviewer judgment, fits a candidate, employee, hiring panel, or HR reviewer, reflects role outcomes, required skills, compensation clarity, and inclusive wording, and respects this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Best for: Turning prepared context into a job description. Use when: Use before asking ChatGPT for job description work so the model has enough task-specific context.
Use this when job description work repeats often enough to become job description prompt pattern with source notes, constraints, and review checklist.
Run this repeatable workflow prompt for HR and Recruiters; stay practical, cite the pasted notes, and leave the final call with the human reviewer.
Task: help me with job description work. Target result: a job description.
Source material I can provide: [source_material]. Typical source for this task is role outcomes, responsibilities, requirements, compensation range, and hiring process.
Audience or stakeholder: [audience]. The output must work for a candidate, employee, hiring panel, or HR reviewer.
Task-specific focus to preserve: [task_focus]. If the pasted focus is broad, compare it with this page cue: role outcomes, required skills, compensation clarity, and inclusive wording.
Goal: [goal]. Constraints: [constraints]. Fact boundary for this run: keep the pasted notes, concrete examples, hard limits, and reviewer judgment tied to [source_material], and mark any detail the notes do not support.
Run mode for job description work: Run this as a repeatable workflow: separate one-time facts from fields that should change next time.
Stop rule: Stop if the reusable version would preserve private details or hide a human approval step.
Return a reusable step-by-step workflow with inputs, checks, and follow-up prompts.
Before writing a job description, ask up to 3 clarifying questions when [source_material] does not include role outcomes, responsibilities, requirements, compensation range, and hiring.
After the answer, include a human review section focused on [review_lens]. Verify the pasted notes, concrete examples, hard limits, and reviewer judgment; and respect this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Check cue: for job description work, The user should get reusable fields, a run order, and a reject-if rule for the next use.
- [source_material]
- Paste the concrete recruiter job description work notes, such as role outcomes, responsibilities, requirements, compensation range, and hiring process.Example: role outcomes, responsibilities, requirements, compensation range, and hiring process
- [audience]
- Who will read, use, approve, or act on this recruiter a job description.Example: a candidate, employee, hiring panel, or HR reviewer
- [goal]
- The choice or work outcome this recruiter job description work run should support.Example: make a job description easier to review, adapt, and use in a real hr and recruiters workflow
- [constraints]
- Rules for recruiter job description work: tone, length, channel, privacy, and the pasted notes, concrete examples, hard limits.Example: keep the wording fair, job-related, and reviewed by the appropriate human
- [review_lens]
- Use this check before sharing: job description quality, role outcomes and required skills, and fairness and policy.Example: job description quality, role outcomes and required skills, and fairness and policy fit
- [task_focus]
- The detail that keeps this recruiter job description work prompt specific: role outcomes, required skills, compensation clarity, and inclusive wording.Example: role outcomes, required skills, compensation clarity, and inclusive wording
Expected output
Expect a reusable step-by-step workflow with inputs, checks, and follow-up prompts that explicitly separates source-based content from assumptions and ends with a review pass for job description quality, role outcomes and required skills, and fairness and policy fit.
Follow-up prompt
Now improve this working version into a job description by tightening job description quality, role outcomes and required skills, and fairness and policy fit, emphasizing role outcomes, required skills, compensation clarity, and inclusive wording, removing unsupported claims, and giving me one stronger version for a candidate, employee, hiring panel, or HR reviewer.
Human review
Check whether the answer uses only provided context, handles the pasted notes, concrete examples, hard limits, and reviewer judgment, fits a candidate, employee, hiring panel, or HR reviewer, reflects role outcomes, required skills, compensation clarity, and inclusive wording, and respects this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Best for: Creating a reusable process for repeated job description work. Use when: Use when job description work repeats often enough to need a standard process.
Use this after there is already working copy and the main need is job description quality, role outcomes and required skills, and fairness and policy fit.
Run this human review prompt for HR and Recruiters; stay practical, cite the pasted notes, and leave the final call with the human reviewer.
Task: help me with job description work. Target result: a job description.
Source material I can provide: [source_material]. Typical source for this task is role outcomes, responsibilities, requirements, compensation range, and hiring process.
Audience or stakeholder: [audience]. The output must work for a candidate, employee, hiring panel, or HR reviewer.
Task-specific focus to preserve: [task_focus]. If the pasted focus is broad, compare it with this page cue: role outcomes, required skills, compensation clarity, and inclusive wording.
Goal: [goal]. Constraints: [constraints]. Fact boundary for this run: keep the pasted notes, concrete examples, hard limits, and reviewer judgment tied to [source_material], and mark any detail the notes do not support.
Run mode for job description work: Run this as a review of existing copy: score the answer, name the weak sections, and propose repairs.
Stop rule: Stop if the copy cannot be traced back to the supplied source material or the reviewer is not named.
Return a scored review table with issues, fixes, and what still needs human judgment.
Before writing a job description, ask up to 3 clarifying questions when [source_material] does not include role outcomes, responsibilities, requirements, compensation range, and hiring.
After the answer, include a human review section focused on [review_lens]. Verify the pasted notes, concrete examples, hard limits, and reviewer judgment; and respect this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Check cue: for job description work, The user should get a choice about accept, repair, or reject before polishing the wording.
- [source_material]
- Paste the concrete recruiter job description work notes, such as role outcomes, responsibilities, requirements, compensation range, and hiring process.Example: role outcomes, responsibilities, requirements, compensation range, and hiring process
- [audience]
- Who will read, use, approve, or act on this recruiter a job description.Example: a candidate, employee, hiring panel, or HR reviewer
- [goal]
- The choice or work outcome this recruiter job description work run should support.Example: make a job description easier to review, adapt, and use in a real hr and recruiters workflow
- [constraints]
- Rules for recruiter job description work: tone, length, channel, privacy, and the pasted notes, concrete examples, hard limits.Example: keep the wording fair, job-related, and reviewed by the appropriate human
- [review_lens]
- Use this check before sharing: job description quality, role outcomes and required skills, and fairness and policy.Example: job description quality, role outcomes and required skills, and fairness and policy fit
- [task_focus]
- The detail that keeps this recruiter job description work prompt specific: role outcomes, required skills, compensation clarity, and inclusive wording.Example: role outcomes, required skills, compensation clarity, and inclusive wording
Expected output
Expect a scored review table with issues, fixes, and what still needs human judgment that explicitly separates source-based content from assumptions and ends with a review pass for job description quality, role outcomes and required skills, and fairness and policy fit.
Follow-up prompt
Now improve this working version into a job description by tightening job description quality, role outcomes and required skills, and fairness and policy fit, emphasizing role outcomes, required skills, compensation clarity, and inclusive wording, removing unsupported claims, and giving me one stronger version for a candidate, employee, hiring panel, or HR reviewer.
Human review
Check whether the answer uses only provided context, handles the pasted notes, concrete examples, hard limits, and reviewer judgment, fits a candidate, employee, hiring panel, or HR reviewer, reflects role outcomes, required skills, compensation clarity, and inclusive wording, and respects this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Best for: Finding weak spots in existing working copy. Use when: Use after hr and recruiters already have working copy and need to check job description quality, role outcomes and required skills, and fairness and policy fit.
Use this when the substance is right but the output needs to fit a table, checklist, email, outline, or script.
Run this format conversion prompt for HR and Recruiters; stay practical, cite the pasted notes, and leave the final call with the human reviewer.
Task: help me with job description work. Target result: a job description.
Source material I can provide: [source_material]. Typical source for this task is role outcomes, responsibilities, requirements, compensation range, and hiring process.
Audience or stakeholder: [audience]. The output must work for a candidate, employee, hiring panel, or HR reviewer.
Task-specific focus to preserve: [task_focus]. If the pasted focus is broad, compare it with this page cue: role outcomes, required skills, compensation clarity, and inclusive wording.
Goal: [goal]. Constraints: [constraints]. Fact boundary for this run: keep the pasted notes, concrete examples, hard limits, and reviewer judgment tied to [source_material], and mark any detail the notes do not support.
Run mode for job description work: Run this as format conversion: preserve the facts and change only the structure, order, or channel fit.
Stop rule: Stop if the requested format would require adding facts that were not in the original answer.
Return the same content reshaped without adding new facts.
Before writing a job description, ask up to 3 clarifying questions when [source_material] does not include role outcomes, responsibilities, requirements, compensation range, and hiring.
After the answer, include a human review section focused on [review_lens]. Verify the pasted notes, concrete examples, hard limits, and reviewer judgment; and respect this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Check cue: for job description work, The user should get a reshaped version plus a note showing what stayed unchanged.
- [source_material]
- Paste the concrete recruiter job description work notes, such as role outcomes, responsibilities, requirements, compensation range, and hiring process.Example: role outcomes, responsibilities, requirements, compensation range, and hiring process
- [audience]
- Who will read, use, approve, or act on this recruiter a job description.Example: a candidate, employee, hiring panel, or HR reviewer
- [goal]
- The choice or work outcome this recruiter job description work run should support.Example: make a job description easier to review, adapt, and use in a real hr and recruiters workflow
- [constraints]
- Rules for recruiter job description work: tone, length, channel, privacy, and the pasted notes, concrete examples, hard limits.Example: keep the wording fair, job-related, and reviewed by the appropriate human
- [review_lens]
- Use this check before sharing: job description quality, role outcomes and required skills, and fairness and policy.Example: job description quality, role outcomes and required skills, and fairness and policy fit
- [task_focus]
- The detail that keeps this recruiter job description work prompt specific: role outcomes, required skills, compensation clarity, and inclusive wording.Example: role outcomes, required skills, compensation clarity, and inclusive wording
Expected output
Expect the same content reshaped without adding new facts that explicitly separates source-based content from assumptions and ends with a review pass for job description quality, role outcomes and required skills, and fairness and policy fit.
Follow-up prompt
Now improve this working version into a job description by tightening job description quality, role outcomes and required skills, and fairness and policy fit, emphasizing role outcomes, required skills, compensation clarity, and inclusive wording, removing unsupported claims, and giving me one stronger version for a candidate, employee, hiring panel, or HR reviewer.
Human review
Check whether the answer uses only provided context, handles the pasted notes, concrete examples, hard limits, and reviewer judgment, fits a candidate, employee, hiring panel, or HR reviewer, reflects role outcomes, required skills, compensation clarity, and inclusive wording, and respects this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Best for: Changing the output format without changing the facts. Use when: Use when the answer needs a precise structure before hr and recruiters can review it.
Use this when the source material contains private, sensitive, or account-specific details.
Run this privacy-safe prompt for HR and Recruiters; stay practical, cite the pasted notes, and leave the final call with the human reviewer.
Task: help me with job description work. Target result: a job description.
Source material I can provide: [source_material]. Typical source for this task is role outcomes, responsibilities, requirements, compensation range, and hiring process.
Audience or stakeholder: [audience]. The output must work for a candidate, employee, hiring panel, or HR reviewer.
Task-specific focus to preserve: [task_focus]. If the pasted focus is broad, compare it with this page cue: role outcomes, required skills, compensation clarity, and inclusive wording.
Goal: [goal]. Constraints: [constraints]. Fact boundary for this run: keep the pasted notes, concrete examples, hard limits, and reviewer judgment tied to [source_material], and mark any detail the notes do not support.
Run mode for job description work: Run this as a sanitizing pass: replace private details with role-safe descriptions before writing.
Stop rule: Stop if names, identifiers, account details, confidential strategy, or one-time records are still present.
Return a sanitized prompt-ready summary plus a list of removed details.
Before writing a job description, ask up to 3 clarifying questions when [source_material] does not include role outcomes, responsibilities, requirements, compensation range, and hiring.
After the answer, include a human review section focused on [review_lens]. Verify the pasted notes, concrete examples, hard limits, and reviewer judgment; and respect this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Check cue: for job description work, The user should get a safe summary, removed-detail list, and a reusable version without sensitive data.
- [source_material]
- Paste the concrete recruiter job description work notes, such as role outcomes, responsibilities, requirements, compensation range, and hiring process.Example: role outcomes, responsibilities, requirements, compensation range, and hiring process
- [audience]
- Who will read, use, approve, or act on this recruiter a job description.Example: a candidate, employee, hiring panel, or HR reviewer
- [goal]
- The choice or work outcome this recruiter job description work run should support.Example: make a job description easier to review, adapt, and use in a real hr and recruiters workflow
- [constraints]
- Rules for recruiter job description work: tone, length, channel, privacy, and the pasted notes, concrete examples, hard limits.Example: keep the wording fair, job-related, and reviewed by the appropriate human
- [review_lens]
- Use this check before sharing: job description quality, role outcomes and required skills, and fairness and policy.Example: job description quality, role outcomes and required skills, and fairness and policy fit
- [task_focus]
- The detail that keeps this recruiter job description work prompt specific: role outcomes, required skills, compensation clarity, and inclusive wording.Example: role outcomes, required skills, compensation clarity, and inclusive wording
Expected output
Expect a sanitized prompt-ready summary plus a list of removed details that explicitly separates source-based content from assumptions and ends with a review pass for job description quality, role outcomes and required skills, and fairness and policy fit.
Follow-up prompt
Now improve this working version into a job description by tightening job description quality, role outcomes and required skills, and fairness and policy fit, emphasizing role outcomes, required skills, compensation clarity, and inclusive wording, removing unsupported claims, and giving me one stronger version for a candidate, employee, hiring panel, or HR reviewer.
Human review
Check whether the answer uses only provided context, handles the pasted notes, concrete examples, hard limits, and reviewer judgment, fits a candidate, employee, hiring panel, or HR reviewer, reflects role outcomes, required skills, compensation clarity, and inclusive wording, and respects this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Best for: Sanitizing context before asking ChatGPT for help. Use when: Use before adding sensitive context so private details stay out.
Use this for a quick pass when the user only needs the next few choices for job description work.
Run this fast checklist prompt for HR and Recruiters; stay practical, cite the pasted notes, and leave the final call with the human reviewer.
Task: help me with job description work. Target result: a job description.
Source material I can provide: [source_material]. Typical source for this task is role outcomes, responsibilities, requirements, compensation range, and hiring process.
Audience or stakeholder: [audience]. The output must work for a candidate, employee, hiring panel, or HR reviewer.
Task-specific focus to preserve: [task_focus]. If the pasted focus is broad, compare it with this page cue: role outcomes, required skills, compensation clarity, and inclusive wording.
Goal: [goal]. Constraints: [constraints]. Fact boundary for this run: keep the pasted notes, concrete examples, hard limits, and reviewer judgment tied to [source_material], and mark any detail the notes do not support.
Run mode for job description work: Run this as a fast choice pass: give only the next actions, the missing input, and the main risk.
Stop rule: Stop if the user needs a full artifact, a legal answer, a policy choice, or unsupported factual claims.
Return a concise checklist with the next action and the main risk.
Before writing a job description, ask up to 3 clarifying questions when [source_material] does not include role outcomes, responsibilities, requirements, compensation range, and hiring.
After the answer, include a human review section focused on [review_lens]. Verify the pasted notes, concrete examples, hard limits, and reviewer judgment; and respect this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Check cue: for job description work, The user should get a narrow next step they can complete before opening a longer prompt.
- [source_material]
- Paste the concrete recruiter job description work notes, such as role outcomes, responsibilities, requirements, compensation range, and hiring process.Example: role outcomes, responsibilities, requirements, compensation range, and hiring process
- [audience]
- Who will read, use, approve, or act on this recruiter a job description.Example: a candidate, employee, hiring panel, or HR reviewer
- [goal]
- The choice or work outcome this recruiter job description work run should support.Example: make a job description easier to review, adapt, and use in a real hr and recruiters workflow
- [constraints]
- Rules for recruiter job description work: tone, length, channel, privacy, and the pasted notes, concrete examples, hard limits.Example: keep the wording fair, job-related, and reviewed by the appropriate human
- [review_lens]
- Use this check before sharing: job description quality, role outcomes and required skills, and fairness and policy.Example: job description quality, role outcomes and required skills, and fairness and policy fit
- [task_focus]
- The detail that keeps this recruiter job description work prompt specific: role outcomes, required skills, compensation clarity, and inclusive wording.Example: role outcomes, required skills, compensation clarity, and inclusive wording
Expected output
Expect a concise checklist with the next action and the main risk that explicitly separates source-based content from assumptions and ends with a review pass for job description quality, role outcomes and required skills, and fairness and policy fit.
Follow-up prompt
Now improve this working version into a job description by tightening job description quality, role outcomes and required skills, and fairness and policy fit, emphasizing role outcomes, required skills, compensation clarity, and inclusive wording, removing unsupported claims, and giving me one stronger version for a candidate, employee, hiring panel, or HR reviewer.
Human review
Check whether the answer uses only provided context, handles the pasted notes, concrete examples, hard limits, and reviewer judgment, fits a candidate, employee, hiring panel, or HR reviewer, reflects role outcomes, required skills, compensation clarity, and inclusive wording, and respects this boundary: keep the wording fair, job-related, and reviewed by the appropriate human.
Best for: Getting a quick choice checklist before spending more time. Use when: Use when time is short and the user needs the next action, not a full answer.