Review-first run
A job descriptions page for people who need a job description, not loose advice: source prep, examples, prompts, and review steps. job descriptions stays close to a public role post where vague wording can create screening risk, which keeps ChatGPT from drifting into generic advice.
Turn role outcomes, responsibilities, requirements, compensation range, and hiring process into a job description for a candidate, employee, hiring panel, or HR reviewer.
- Bring first
- Need responsibilities, outcomes, requirements, compensation range note, interview process, and inclusive wording check. job description section map with outcome language needs the source note, output shape, and review owner in the same pass. A keeper version should preserve the rough-note signal. a job description should use the note as its source. Before hr and recruiters run this, separate facts, preferences, and limits so the finished answer does not hide assumptions.
- Reject if
- Hold the answer if it blurs what is known, what is assumed, and what still needs evidence.
Ready-to-run path
Move from a rough interview questions request to interview questions formatted as clear sections, bullets, and a review checklist, using runnable prompts plus reject-if and repair rules. interview questions catches the failure point where interview questions can lose job relevance or fairness boundaries, because that is where polished answers usually fail.
Turn role scorecard, competencies, level, format, and fairness constraints into interview questions for a candidate, employee, hiring panel, or HR reviewer.
- Bring first
- Need competency groups, behavioral questions, follow-ups, scoring notes, and questions to avoid. Keep job-related and fair. Reviewer approval for prepare interview questions has to compare the first answer with the supplied note. The response should keep the actual request visible through the edit. Start prepare interview questions from the rough request before shaping interview questions. A usable prepare interview questions input includes what is known, what is uncertain, and what the reviewer must verify.
- Reject if
- Ask for a correction if it ignores the original notes and answers from general knowledge instead.
Ready-to-run path
HR and Recruiters get prompts for interview scorecards that include source context, example inputs, answer grading, and a safe-use review lane. interview scorecards should only be saved after someone can replace polished filler with source-backed lines inside a product scorecard.
Turn role criteria, rating levels, evidence examples, and interviewer notes into a product scorecard for a candidate, employee, hiring panel, or HR reviewer.
- Bring first
- Need criteria, 1-5 levels, evidence examples, interviewer notes, red flags, and calibration guidance. a candidate, employee, hiring panel, or HR reviewer can be misled by polished wording, so the reviewer check needs to stay visible. The prompt should make the reviewer questions unavoidable. Treat build interview scorecards as first-pass evidence for a product scorecard. Build Interview Scorecards works better when the context is in named fields, because each variable can be checked before copying.
- Reject if
- Discard the answer if it cannot trace which details came from the source and which details were inferred.
Review-first run
Use this page when onboarding needs new hire role, first-week goals, tools, meetings, and success signals, a clear output shape, and a review pass before sharing with a candidate, employee, hiring panel, or HR reviewer. onboarding treats first-week plan with owner and success signal as the asset to check, not as decorative output.
Turn new hire role, first-week goals, tools, meetings, and success signals into an onboarding plan for a candidate, employee, hiring panel, or HR reviewer.
- Bring first
- Need 30-day plan, first week schedule, tools, buddy, manager checkpoints, learning goals, and success criteria. In plan onboarding, the rough note has to lead because role-level advice would flatten the situation. The answer should show which details still need checking. Carry the plan onboarding note into an onboarding plan. For plan onboarding, paste the source as bullets, constraints, and audience notes so the model has enough shape for a sequenced plan with stages, owners, timing, and decision checkpoints.
- Reject if
- Restart the prompt if it adds citations, policies, credentials, or outcomes outside the source notes.
Ready-to-run path
Start the employee surveys run with the working case, then copy prompts that preserve question neutrality, anonymity, scale wording, and actionability and surface source notes, examples, constraints, and reviewer judgment. employee surveys treats survey version with anonymity and scale notes as the asset to check, not as decorative output.
Turn research goal, audience, sensitive topics, scale, and anonymity limits into an employee survey for a candidate, employee, hiring panel, or HR reviewer.
- Bring first
- Need 10 survey questions, mix scale and open text, anonymity note, sensitive wording review, and reporting caveats. In write employee surveys, the rough note has to lead because role-level advice would flatten the situation. The answer should make the user's constraint hard to miss. Carry the write employee surveys note into an employee survey. For write employee surveys, paste the source as bullets, constraints, and audience notes so the model has enough shape for an employee survey formatted as clear sections, bullets, and a review checklist.
- Reject if
- Restart the prompt if it adds citations, policies, credentials, or outcomes outside the source notes.
Ready-to-run path
Use this performance review page to turn role expectations, examples, growth areas, goals, and HR policy into performance review prompts with examples, rejection rules, and a human review pass. performance review review starts at the moment where performance reviews can slide from observable work into personality judgment.
Turn role expectations, examples, growth areas, goals, and HR policy into performance review prompts for a candidate, employee, hiring panel, or HR reviewer.
- Bring first
- Need review prompts for accomplishments, collaboration, growth areas, goals, and manager evidence. Avoid personality judgments. Examples for write performance review prompts help only when they keep the source note visible while shaping review note with example and growth rows. The first pass should name the source details it is using. In write performance review prompts, the supplied note becomes the base for performance review prompts. A usable write performance review prompts input includes what is known, what is uncertain, and what the reviewer must verify.
- Reject if
- Send it back for revision if it skips examples that sound plausible but cannot be tied back to the user's source.
Review-first run
For hr and recruiters handling policy language, this page keeps the source notes, audience, output shape, and reviewer visible in one run. policy language should only be saved after someone can flag legal-review lines and simplify wording without changing the policy intent.
Turn policy goal, audience, legal review notes, examples, and escalation path into policy language for a candidate, employee, hiring panel, or HR reviewer.
- Bring first
- Need policy sections, employee responsibilities, manager approval, equipment, security, exceptions, and review notes. a candidate, employee, hiring panel, or HR reviewer can be misled by polished wording, so the reviewer check needs to stay visible. The model should not smooth away the missing context. Treat write policy language as first-pass evidence for policy language. Write Policy Language works better when the context is in named fields, because each variable can be checked before copying.
- Reject if
- Discard the answer if it cannot trace which details came from the source and which details were inferred.
Ready-to-run path
This rejection emails workflow helps hr and recruiters copy the right prompt, inspect the answer, and hand off only what the source supports. rejection emails examples stay close to a people-operations workflow where consistency, fairness, and review ownership matter, so the prompt has a real work setting.
Turn candidate stage, tone, relationship, feedback policy, and next opportunity into a rejection email for a candidate, employee, hiring panel, or HR reviewer.
- Bring first
- Need two rejection email versions, respectful tone, no legal risk, optional future interest line, and feedback-policy boundary. rejection note set with feedback boundary would be weak without the source details, so the evidence has to stay attached. The saved version should keep the one-time details editable. HR and Recruiters should use the note as the base for a rejection email. Before hr and recruiters run this, separate facts, preferences, and limits so the finished answer does not hide assumptions.
- Reject if
- Do not use the answer if it hides unsupported claims about source notes, examples, constraints, and reviewer judgment or treats uncertainty as fact.