d0da0b8dce
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>
39 lines
1.1 KiB
Python
39 lines
1.1 KiB
Python
from app.models.bill import Bill, BillAction, BillDocument, BillCosponsor
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from app.models.brief import BillBrief
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from app.models.collection import Collection, CollectionBill
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from app.models.follow import Follow
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from app.models.member import Member
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from app.models.member_interest import MemberTrendScore, MemberNewsArticle
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from app.models.news import NewsArticle
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from app.models.note import BillNote
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from app.models.notification import NotificationEvent
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from app.models.setting import AppSetting
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from app.models.trend import TrendScore
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from app.models.committee import Committee, CommitteeBill
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from app.models.user import User
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from app.models.vote import BillVote, MemberVotePosition
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__all__ = [
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"Bill",
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"BillAction",
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"BillCosponsor",
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"BillDocument",
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"BillBrief",
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"BillNote",
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"BillVote",
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"Collection",
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"CollectionBill",
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"Follow",
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"Member",
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"MemberTrendScore",
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"MemberNewsArticle",
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"MemberVotePosition",
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"NewsArticle",
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"NotificationEvent",
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"AppSetting",
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"TrendScore",
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"Committee",
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"CommitteeBill",
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"User",
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]
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