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evals/cases.json

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{
  "_about": {
    "what": "Test set for the Job Match Radar scoring rubric (scoring-prompt.md). Each case is a real mis-score documented in the Scoring Calibration log (the project's private human-review record).",
    "fields": {
      "id": "stable case id",
      "title/company/location": "real listing identity from the calibration log",
      "description": "MINIMAL FIXTURE: a short stand-in JD body that embeds the exact trigger phrase quoted in the calibration log / scoring-prompt.md. The original full JDs are not archived; these fixtures exist only so a LIVE judge (--judge ollama) has body text to parse. The 'replay' judge does not use them.",
      "gate": "the pre-flight gate (or rule) that SHOULD fire",
      "type": "hard = pre-flight hard cap/auto-reject; soft = precision/soft-cap",
      "expected_cap": "the binding (lowest) score the rubric should produce for this case",
      "historical_score": "the score the model ACTUALLY gave at the time, per the calibration log (the documented failure)",
      "provenance": "post-split = scored under the current Claude rubric (>=2026-04-25); pre-split = Gemini-era, NOT valid evidence about the current rubric, kept for the rule it documents",
      "rule_status": "implemented = the gate is written into scoring-prompt.md; recommended = surfaced in calibration but not yet coded (expected to still fail = a known gap, not a regression)",
      "source": "calibration-log date the case was documented"
    },
    "pass_rule": "A case PASSES when produced_score <= expected_cap (the gate fired). It FAILS when produced_score > expected_cap (the gate was skipped)."
  },
  "cases": [
    {
      "id": "company-a-tech-pm",
      "title": "Senior Technical Product Manager",
      "company": "Company A",
      "location": "Berlin",
      "description": "Senior Technical PM on our agentic-AI platform. Fluency in English & German is required. 5-8+ years of technical project management experience.",
      "gate": "Q2 non-English fluency (German required)",
      "type": "hard",
      "expected_cap": 2,
      "historical_score": 10,
      "provenance": "post-split",
      "rule_status": "implemented",
      "source": "2026-05-09",
      "note": "Also trips Q4 specialty seniority floor (5-8yr technical PM -> cap 4). Binding cap is Q2 = 2. Track B Core + AI-native + Watchlist must NOT stack past the hard ceiling."
    },
    {
      "id": "company-b-organized-play",
      "title": "Organized Play Manager",
      "company": "Company B",
      "location": "EU remote",
      "description": "Manage organized play across EMEA. Fluency in Italian and/or Portuguese is required, plus regional gaming knowledge. 9-month fixed-term contract.",
      "gate": "Q2 non-English fluency (Italian/Portuguese required)",
      "type": "hard",
      "expected_cap": 2,
      "historical_score": 6,
      "provenance": "post-split",
      "rule_status": "implemented",
      "source": "2026-05-09",
      "note": "Drove the 2026-05-09 generalization of the language gate beyond German. Also trips the <12-month contract soft cap (6); binding cap is Q2 = 2."
    },
    {
      "id": "company-i-community-mgr",
      "title": "Community Manager",
      "company": "Company I",
      "location": "Berlin",
      "description": "Own our Berlin community. Salary band 33,000-41,000 EUR/year. Core community management role.",
      "gate": "Q5 posted comp below the comp floor",
      "type": "hard",
      "expected_cap": 2,
      "historical_score": 6,
      "provenance": "post-split",
      "rule_status": "implemented",
      "source": "2026-05-31",
      "note": "Core CM title would otherwise score 8; posted band's upper bound (41k) is below the comp hard floor -> cap 2. Drove the addition of pre-flight Q5."
    },
    {
      "id": "company-d-community-iberia",
      "title": "Community Engagement Lead, Spain and Portugal",
      "company": "Company D",
      "location": "EU remote",
      "description": "Lead community engagement for the Spain and Portugal market. Drive local-market community programs across Iberia.",
      "gate": "Territory-named market title outside DACH/EU -> AVOID cap 4",
      "type": "hard",
      "expected_cap": 4,
      "historical_score": 7,
      "provenance": "post-split",
      "rule_status": "implemented",
      "source": "2026-06-05",
      "note": "Scored 7 as Track A core Community Lead; a title naming a foreign market territory is market-localization, not a core community-lead role -> cap 4."
    },
    {
      "id": "company-c-ai-innovation",
      "title": "AI & Innovation Lead, Operations",
      "company": "Company C",
      "location": "Amsterdam",
      "description": "Lead AI & innovation in Operations. We are office-first and do not offer remote-only roles. Based in our Amsterdam office.",
      "gate": "Remote-policy parse: office-first + non-Berlin office -> cap 3",
      "type": "hard",
      "expected_cap": 3,
      "historical_score": 7,
      "provenance": "post-split",
      "rule_status": "implemented",
      "source": "2026-06-05",
      "note": "Ideal AI+Ops axis scored 7; explicit no-remote-only language at a non-Berlin office is the real disqualifier -> cap 3."
    },
    {
      "id": "n8n-senior-pm-enterprise",
      "title": "Senior Product Manager (Enterprise)",
      "company": "n8n",
      "location": "Berlin / EU remote",
      "description": "Senior PM for our Enterprise product at n8n, the AI-native workflow-automation platform.",
      "gate": "Track B Senior PM at AI-dev-tooling -> seniority soft-cap at 8",
      "type": "soft",
      "expected_cap": 8,
      "historical_score": 9,
      "provenance": "post-split",
      "rule_status": "implemented",
      "source": "2026-06-17",
      "note": "Right role surfaced; rubric over-claims near-perfect fit. Senior PM is a real seniority stretch -> cap 8, not 9. Domain modifier (+2) must not push past 8."
    },
    {
      "id": "company-e-pm-paris-hybrid",
      "title": "Product Manager II, AI & Data Security",
      "company": "Company E",
      "location": "Paris (hybrid)",
      "description": "PM II on AI & Data Security. This is a hybrid role based in our Paris office (3 days/week on-site).",
      "gate": "Hybrid at a non-Berlin EU location -> cap 3 (not EU-remote pass)",
      "type": "hard",
      "expected_cap": 3,
      "historical_score": 6,
      "provenance": "post-split",
      "rule_status": "recommended",
      "source": "2026-06-19",
      "note": "Recommended 2026-06-19: hybrid non-Berlin is functionally relocation, not EU-remote. The remote-policy parse may partly cover 'hybrid (X days)'; flagged as a known gap until confirmed in the prompt."
    },
    {
      "id": "company-f-senior-manager",
      "title": "Senior Manager, Partner Field Operations",
      "company": "Company F",
      "location": "EU remote",
      "description": "Senior Manager owning Partner Field Operations at Company F (5,000+ employees). Director-equivalent enterprise leadership role.",
      "gate": "Enterprise title-inflation: >1000-employee 'Senior Manager' in a business-ops function -> seniority-floor cap",
      "type": "soft",
      "expected_cap": 4,
      "historical_score": 6,
      "provenance": "post-split",
      "rule_status": "recommended",
      "source": "2026-06-19",
      "note": "Rejected as too senior. No implemented gate detects enterprise title-inflation yet -> known gap, expected to fail against the current prompt."
    },
    {
      "id": "company-g-german-jd",
      "title": "Community Manager",
      "company": "Company G",
      "location": "Berlin",
      "description": "Wir suchen einen Community Manager fuer unser Berliner Team. Du betreust unsere Social-Media-Kanaele und entwickelst Content-Strategien fuer unsere Kunden.",
      "gate": "Q1 JD body written in a non-English language (German)",
      "type": "hard",
      "expected_cap": 2,
      "historical_score": 7,
      "provenance": "pre-split",
      "rule_status": "implemented",
      "source": "2026-04-22",
      "note": "Pre-2026-04-25 = Gemini-scored, NOT evidence about the current rubric. Kept for the Q1 rule it documents; the 7 is Gemini output."
    },
    {
      "id": "company-h-german-fluency",
      "title": "Social Media Manager",
      "company": "Company H",
      "location": "Berlin",
      "description": "English-language JD. Requirements: fluent German (Muttersprache or C2) is required for this role.",
      "gate": "Q2 non-English fluency (German required)",
      "type": "hard",
      "expected_cap": 2,
      "historical_score": 8,
      "provenance": "pre-split",
      "rule_status": "implemented",
      "source": "2026-04-22",
      "note": "Pre-split Gemini-era. English body but explicit German fluency requirement -> Q2. Kept for the rule; the 8 is Gemini output."
    },
    {
      "id": "nonsenior-smm",
      "title": "Social Media Manager",
      "company": "(representative)",
      "location": "Berlin",
      "description": "Social Media Manager (m/w/d). Own the content calendar across Instagram and TikTok.",
      "gate": "Q3 'Social Media Manager' without a seniority prefix -> cap 6",
      "type": "hard",
      "expected_cap": 6,
      "historical_score": 8,
      "provenance": "pre-split",
      "rule_status": "implemented",
      "source": "2026-04-22",
      "note": "Pre-split Gemini-era. Non-Senior SMM over-scored at 7-8; correct floor is 6. Validated post-split 2026-05-01 (Razer/Unframe accepted as 6)."
    }
  ]
}