mbfinotti/sales-skillsMIT8 files

Sales Hiring

Employer-side hiring workflow for SDR/BDR and AE roles, producing an outcome-based scorecard, a structured interview loop with question bank, a scored mock-call work sample, and a 30-60-90 ramp plan with certification gates. Recommends SDR vs AE vs full-cycle from ACV, cycle length and inbound volume, and rests on selection-validity evidence - structured interviews, independent scoring, no brainteasers. Use whenever the user mentions hiring a rep, sales interview questions, a hiring scorecard, a mock call interview, rep onboarding, or a ramp plan, even without the word hiring. Do NOT use for candidate-side prep (mbfinotti/sales-skills@sales-career) or comp plan design (mbfinotti/sales-skills@sales-comp-design).

Specification
Skill ID
mbfinotti/sales-skills/sales-hiring
Publisher
mbfinotti
Repository
sales-skills
Installs
1,077
Files
8
License
MIT
Synced
Oct 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

mbfinotti/sales-skills/sales-hiringInstalls these files
  • SKILL.md
  • evals/evals.json
  • references/assessment-validity-audit.md
  • references/interview-question-bank.md
  • references/legal-landscape.md
  • references/mock-call-design.md
  • references/ramp-plan-template.md
  • references/scorecard-template.md

What this skill tells the agent

Sales Hiring

Build the four artifacts a hiring manager needs to recruit an SDR/BDR or AE with evidence-backed rigor: a role scorecard, a structured interview loop with question bank, a scored mock-call work sample, and a 30-60-90 ramp plan. Structure beats intuition at every stage - the whole skill exists to enforce that.

Label every benchmark output with a short parenthetical naming its source - peer-reviewed, survey, crowdsourced, vendor data, or a named practitioner - and never present a lower tier as a higher one, or a vendor claim as fact.

If the user turns out to be a candidate preparing for a sales interview rather than a hiring manager running one, stop and point them to mbfinotti/sales-skills@sales-career - this skill never coaches the candidate.

Out of scope, do not drift into:

  • sourcing candidates
  • writing or distributing job ads
  • running an applicant tracking system
  • designing the commission plan as a strategy exercise
  • SDR-to-AE promotion mechanics

Compensation appears here only as the published range and the base/variable split and ramp draw that shape the candidate funnel and the ramp.

Interview

Ask before producing anything. Stop at these ten questions.

  • One question per message.
  • Offer the multiple-choice options.
  • Skip any question the user's message already answers.

Questions 8-10 exist to re-rank the orderings in this skill before the user commits to a path - ask them here, never later.

  1. Team stage: (a) first sales hire, founder still selling; (b) hires 2-4, playbook forming; (c) hires 5-30, repeatable playbook exists; (d) 30+, scaling a known model.
  2. Role in mind: (a) SDR/BDR; (b) AE; (c) full-cycle rep; (d) not sure - recommend one for me.
  3. Pipeline source mix: (a) mostly inbound; (b) mostly outbound; (c) balanced mix.
  4. ACV and typical sales-cycle length: (a) under ~$5K, under a month; (b) ~$5-25K, 1-3 months; (c) ~$25-100K, 3-6 months; (d) over ~$100K, 6+ months.
  5. Segment: (a) enterprise B2B; (b) high-velocity inside sales (SMB/mid-market B2B); (c) B2C/consumer.
  6. Comp philosophy: base-heavy (60:40 or more) or aggressive variable (50:50, uncapped accelerators)? And will you publish the range in the posting?
  7. Hiring jurisdiction(s): US (which states, notably NYC/CO/CA/NY/WA/IL), EU (which countries), UK, other - this drives the compliance checks.
  8. Deadline: by what date must the offer be signed? (a) this month; (b) this quarter; (c) no hard date.
  9. One-off or compounding: a single hire, or the first of several where the scorecard, question bank and rubric get reused? (a) one-off; (b) compounding.
  10. Effort ceiling: how many interviewer-hours per candidate can you spend, and do you have a recruiter and an existing trained panel? (a) under ~5 hours, no recruiter, no panel; (b) ~5-15 hours; (c) more, with recruiting support.

Reading the answers

Every answer above drives an output; use them, don't just record them.

  • Q3 + Q4 decide the role recommendation (Q2), and they flip the ordering. Default for ACV under ~$25K on cycles under three months with inbound flow (read > as "more of this axis"; the efficiency line is the recommendation):
  • efficiency: full-cycle rep > AE only > SDR + AE split
  • value (pipeline generated and revenue closed per hire): SDR + AE split > AE only > full-cycle rep
  • effort (loops to run, ramps to write, handoffs to police, time-to-fill): SDR + AE split > full-cycle rep > AE only Above ~$25K ACV on 3-6+ month cycles with an outbound motion, the value line wins and the split leads - one rep cannot both prospect a mapped account list and run six-month deals. Go/no-go, stated as a deletion: while inbound volume keeps a closer's calendar full, delete the SDR + AE split from the menu instead of ranking it last, since a ruled-out option parked at the bottom comes back as headcount. Put it back only once AEs show empty-calendar syndrome or the company commits to outbound as a strategy [survey + practitioner]. If the user picked a role in Q2 that contradicts this, challenge the pick before proceeding and say why.
  • Q1 decides the candidate profile.
  • First hire: a founder-led-sales handoff problem. Hire a builder who sells without infrastructure, and treat heavy big-company experience as a risk (the "coin-operated" rep who imports a formula instead of building the company's own). Mark Roberge's regression on his own team found aggression and objection-handling nearly uncorrelated with success; coachability, curiosity, intelligence, and work ethic predicted it (his own single-company regression, not a broader study). For a founder or CEO running this interview personally, SaaStr's repeated framing for the first 2-10 reps is a single gut-check test layered on top of the scorecard, not a replacement for it: would you, the founder, actually buy the product from this person (practitioner opinion).
  • Hires 5-30: a repeatability problem. Profile from the org's own top performers and hire the same rep every time.

Also warn: doubling the team requires doubling each demand-generation source in proportion, or new hires starve.

  • Q5 sets loop length, work-sample content, predictor weighting, comp split and sourcing - see B2B and B2C below.
  • Q6 shapes the funnel and the ramp.
  • Base-heavy splits attract risk-averse candidates and suit reps who start with zero pipeline.
  • Aggressive 50:50 plans with uncapped accelerators self-select confident closers.
  • An unpublished "competitive OTE" repels strong candidates, who read it as a signal the quota is set to fail (practitioner opinion).

Publishing a range is also legally required in a growing set of jurisdictions (Q7).

  • Q7 triggers the compliance pass in workflow step 4.
  • Q8 promotes the fast-acting options. A this-month date:
  • deletes the 5-6 stage enterprise loop
  • promotes the single-loop roles over the SDR + AE split
  • promotes reusing an existing question bank over writing one

No hard date leaves every default order below in place.

  • Q9 decides whether the work sample stays starved.
  • One-off: the build amortizes over a single candidate pool, so run the mock call but build it thin - no quarterly rubric refresh, no scorer-training programme.
  • Compounding: the frozen rubric and question bank serve every future hire, which promotes building both properly and first - this is the condition in Selection evidence that overrides the efficiency order.
  • Q10 deletes rungs rather than reordering them.
  • Under ~5 interviewer-hours per candidate: cut to 3-4 stages and keep only the structured interview and the work sample.
  • No recruiter and no trained panel: every hour in the Selection evidence table becomes the hiring manager's own - re-rank against that, not against a staffed team.

Workflow

Produce the four artifacts in order. Deliver each one, validate it with the user section by section, then move to the next - never dump all four unreviewed.

  1. Run the Interview. Confirm or challenge the role choice using Reading the answers, and state the reasoning in one short paragraph the user can veto.
  2. Artifact 1 - role scorecard. Build from references/scorecard-template.md. Three parts:
  • a one-sentence mission
  • 3-8 measurable outcomes ranked by importance and quantified (e.g. "$1.2M net-new ACV in year one", "40 SQLs/quarter"), never vague responsibilities
  • 5-7 competencies weighted per segment and team stage

The scorecard doubles as the interview rubric and the ramp milestone map, so quantify outcomes even when the user resists. Avoid the all-around-athlete profile: narrow, deep competence against these outcomes.

  1. Artifact 2 - interview loop + question bank.

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