feat: Member Effectiveness Score + Representation Alignment View (v0.9.9)
Member Effectiveness Score
- New BillCosponsor table (migration 0018) with per-bill co-sponsor
party data required for the bipartisan multiplier
- bill_category column on Bill (substantive | commemorative | administrative)
set by a cheap one-shot LLM call after each brief is generated
- effectiveness_score / percentile / tier columns on Member
- New bill_classifier.py worker with 5 tasks:
classify_bill_category — triggered from llm_processor after brief
fetch_bill_cosponsors — triggered from congress_poller on new bill
calculate_effectiveness_scores — nightly at 5 AM UTC
backfill_bill_categories / backfill_all_bill_cosponsors — one-time
- Scoring: distance-traveled pts × bipartisan (1.5×) × substance (0.1×
for commemorative) × leadership (1.2× for committee chairs)
- Percentile normalised within (seniority tier × party) buckets
- Effectiveness card on member detail page with colour-coded bar
- Admin panel: 3 new backfill/calculate controls in Maintenance section
Representation Alignment View
- New GET /api/alignment endpoint: cross-references user's stanced bill
follows (pocket_veto/pocket_boost) with followed members' vote positions
- Efficient bulk queries — no N+1 loops
- New /alignment page with ranked member list and alignment bars
- Alignment added to sidebar nav (auth-required)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
@@ -187,6 +187,42 @@ export default function MemberDetailPage({ params }: { params: Promise<{ id: str
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</div>
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)}
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{/* Effectiveness Score */}
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{member.effectiveness_score != null && (
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<div className="bg-card border border-border rounded-lg p-4 space-y-3">
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<h3 className="text-sm font-semibold">Effectiveness Score</h3>
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<div className="space-y-2">
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<div className="flex justify-between text-sm">
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<span className="text-muted-foreground">Score</span>
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<span className="font-medium">{member.effectiveness_score.toFixed(1)}</span>
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</div>
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{member.effectiveness_percentile != null && (
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<>
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<div className="h-1.5 bg-muted rounded overflow-hidden">
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<div
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className={`h-full rounded transition-all ${
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member.effectiveness_percentile >= 66
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? "bg-emerald-500"
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: member.effectiveness_percentile >= 33
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? "bg-amber-500"
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: "bg-red-500"
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}`}
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style={{ width: `${member.effectiveness_percentile}%` }}
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/>
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</div>
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<p className="text-xs text-muted-foreground">
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{Math.round(member.effectiveness_percentile)}th percentile
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{member.effectiveness_tier ? ` among ${member.effectiveness_tier} members` : ""}
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</p>
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</>
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)}
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<p className="text-xs text-muted-foreground leading-relaxed">
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Measures legislative output: how far sponsored bills travel, bipartisan support, substance, and committee leadership.
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</p>
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</div>
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</div>
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)}
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{/* Service history */}
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{termsSorted.length > 0 && (
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<div className="bg-card border border-border rounded-lg p-4 space-y-3">
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