Files
skillfactor-pipeline/docs/qa/business-manager-sample.md
skillfactor-pipeline 8514d2e352 feat(flagship): reference-quality regeneration - lint clean, evals green
Gate: 139 -> 78 relevant ads (44% rejected, all logged). Rankings clean of
designer artifacts; DACH regional section live; ai-skills 427 -> 73 tiered;
SKILL.md with clean intro, full competences, market-driven hot-tech and
regeneration-proof overlays. Before/after in docs/reference-diff-ai-engineer.md.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
2026-07-09 22:22:05 +02:00

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QA sample — business-manager

1 of 30 records (2%). Judge each extraction against QUALITY_BAR.md 'Extraction quality': faithful, no invented items, plausible seniority.

General Manager - Hiring Immediately (us)

Ad (first 2000 chars):

General Manager $55,000-75,000/yr health, dental, vision benefits, quarterly bonus, referral program, paid time off, commuter allowance

At Fazoli's, our purpose is to “enhance the lives of those we touch… one breadstick at a time.” Its a simple concept in a complex world. Whether were assisting a Guest, helping a fellow team member or volunteering in our local community, we give our best effort to make everyones day just a little brighter a little better than it was before we came along. A smile, a caring attitude and a genuine enthusiasm to help others sets us apart. And, just like our signature hot & fresh garlic bread sticks, our opportunities to help others are unlimited!

As General Manager, you are empowered with ultimate responsibility for the success of your Fazolis Restaurant.

Benefits

• Health, Dental, and Vision

• Quarterly Bonus

• Referral Program

• Paid Time Off

• Commuter Allowance

Responsibilities and Qualifications

• Attracts, interviews, selects and onboards restaurant team. Develops the succession and bench strength utilizing the Company's internal development processes, performance management and other internal systems to ensure operational standards, team performance and corresponding financial goals and needs of the organization are met.

• Builds professional business relationships and partnerships within the community and parlays such relationships into mutually beneficial business opportunities. Participates in community affairs that build brand awareness and reflect favorably on the Company as a corporate neighbor and citizen. Seeks to build in house and off premises sales, executing approved marketing plans.

• Maximize restaurant profitability by maintaining, utilizing and enforcing effective management practices, policies, controls, tools and systems that enhance efficiency and productivity, minimize waste and loss, and promote a safe, secure work environment for Guests, Team members and investors alike.

• Ability to rec

Extraction:

{
 "hard_skills": [
  "team building",
  "business relationship management",
  "profit and loss management",
  "budgeting",
  "risk mitigation"
 ],
 "tools": [
  "basic computer skills"
 ],
 "methods": [
  "performance management",
  "internal development processes"
 ],
 "responsibilities": [
  "restaurant team recruitment",
  "community partnership building",
  "profit maximization",
  "waste minimization",
  "safety policy maintenance"
 ],
 "qualifications": [
  "high school diploma or GED equivalent",
  "3+ years general manager experience",
  "ServSafe certification",
  "valid driver's license"
 ],
 "soft_skills": [
  "verbal communication",
  "written communication",
  "listening skills",
  "entrepreneurial spirit"
 ],
 "seniority": "mid"
}