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Get Started Free →Assembles an offer-letter draft and checks it against the full required-component checklist — base pay, bonus, equity, start date, the background/reference/work-authorization contingencies, at-will language, and a response deadline — returning the exact list of components that are still missing instead of a plausible-looking letter with silent gaps. Use when drafting, finalizing, or sanity-checking an offer letter before it goes to a candidate. Do NOT use for deciding whether an offer's numbers are approved (that is an approval-policy task) or for writing a rejection.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | 293% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 298% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 287% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 302% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 308% | 0% |
Takes the details a recruiter has for a hire — some subset of the pay, the start date, the conditions, the fine print — and produces the offer-letter draft plus the exact list of required components that are still missing. The point is not a nicer letter; it is that nothing required is silently absent when the letter goes out.
Handed a partial set of details and asked to "put together the offer," the base model writes a fluent, complete-looking letter. By default it does not: enumerate every required component against a fixed checklist, notice that at-will language or a response deadline was never supplied, treat the conditions of employment (background, reference, work authorization) as required rather than optional, or refuse to invent a compensation number nobody gave it. This skill makes that discipline mandatory.
Activate when someone is drafting, finalizing, or checking an offer letter before it reaches a candidate:
Do NOT activate for: deciding whether a proposed package's numbers can be approved or need sign-off (that is an approval-policy task); writing a candidate rejection; writing a job description or interview rubric; checking that an already-signed document has its signatures and dates (that is generic document completeness).
An offer letter is complete only when every one of these is present. Check each; whatever is absent goes on the missing list.
Compensation
Terms of employment
Contingencies — the offer must state it is conditioned on each of these; all three are required, not optional:
Fine print
[base salary — TO BE SUPPLIED]) and list it as missing. A confident letter built on a made-up number is worse than a flagged gap.Contingencies, at-will language, and the response deadline are the components most often left out and the ones that matter most to flag — a letter missing its numbers looks unfinished, but a letter missing its at-will clause or contingencies looks done and is not.
Other measured skills in the registry, with their headline benchmark lift.