How the Quylt Score Works

Two numbers. One score. No editorial judgment.

740
Primary Score · 0–1000

Measures legislative effectiveness — what this member actually accomplishes in office. Built from five independently verifiable categories. Higher is more effective.

700–1000Gold — high effectiveness
400–699Silver — moderate effectiveness
0–399Bronze — lower effectiveness
47
Party Line · 1–99

Measures ideological positioning relative to Congress as a whole. Derived from bill sponsorship patterns, not party affiliation.

1–34Blue — left-leaning
35–65Purple — centrist
66–99Red — right-leaning

These two numbers are completely independent. A member can score high on effectiveness and sit anywhere on the party line axis.

The FICO Analogy

FICO transformed complex credit history into a single actionable number using five fixed, independently verifiable categories. The Quylt Score applies the same discipline to legislative effectiveness.

Like FICO, the weights are fixed and published — they do not change based on who is being scored, what party they belong to, or what cycle Congress is in. A score of 74 means the same thing for a Democrat from California and a Republican from Texas.

Every data point comes from official, open-source government records. No editorial discretion. No adjustments. The data decides the score.

The Five Categories

The primary score is a weighted composite of five categories, each with sub-factors inside. Categories currently marked Phase 2 are computed as pending until that data source is integrated.

Legislative Output (35%)
Engagement (20%)
Collaboration (15%)
Position & Influence (20%)
Qualifications & Integrity (10%)
📋

Legislative Output

35%

Did they actually produce results? This is the highest-weighted category — the clearest measure of effectiveness. Like payment history in FICO, it anchors everything else.

Laws Enacted
congress.gov15%

Bills sponsored by this member that were signed into law. Getting even one bill enacted requires coalition-building across committee, floor, and executive approval.

Bills Advanced Out of Committee
congress.gov12%

Measures ability to build consensus before the floor vote. Adjusted for minority-party members who face structural barriers to advancing legislation.

Federal Funding Secured
USASpending.gov8%

Grants and appropriations traceable to member advocacy. Measures tangible service to constituents. Coming in Phase 2.

🗳️

Engagement

20%

Are they showing up and doing the work? Presence and participation are the minimum threshold of the job. A member who misses votes is not serving their constituents, regardless of any other score.

Roll Call Attendance
House Clerk XML15%

The most objective single measure in the score. Missing a vote is a choice. Floors at 25% (illness, family emergency) — scores below that floor as zero.

Committee Hearing Participation
congress.gov hearings5%

Questions asked and statements submitted — shows substantive engagement beyond just casting votes. Coming in Phase 2.

🤝

Collaboration

15%

Can they work across the aisle? Legislative effectiveness in a divided government requires the ability to find common ground. This is also the most manipulation-resistant category — cosponsoring is a public record and a genuine choice.

Bipartisan Cosponsoring Rate
congress.gov10%

What percentage of bills they cosponsor were introduced by the opposite party. Fully within the member's control regardless of majority or minority status.

Cross-Aisle Co-Authored Bills
congress.gov5%

Bills where this member is a primary sponsor alongside a member of the opposite party — a stronger signal than cosponsoring alone. Coming in Phase 2.

🏛️

Position & Influence

20%

Do their peers trust them with responsibility? Leadership and seniority reflect institutional standing earned over time — both cause and effect of legislative effectiveness.

Leadership Role
congress.gov10%

Speaker or President Pro Tempore = 100 · Majority/Minority Leader = 75 · Whip or Committee Chair = 50 · Ranking Member = 25 · No role = 0.

Committee Seniority
congress-legislators YAML10%

Rank within assigned committees. Rank 1 (Chair or Ranking Member equivalent) = 100. Higher rank = more negotiating leverage and institutional knowledge.

🎓

Qualifications & Integrity

10%

What did they bring to the job — and have they kept their integrity? Lower weight than output and engagement because we measure what members do, not just what they were. But qualifications predict potential and integrity failures are disqualifying.

Education & Professional Credentials
Bioguide / Wikipedia5%

No degree = 40 · Bachelor's = 55 · Graduate degree = 70 · JD or MD = 85 · PhD = 100. +10 bonus per qualifying domain of real-world experience: law practice, medicine, military service, founding a company.

Ethics Record
House & Senate Ethics Committees5%

Clean record = full points. Formal reprimand = −20 from total score. Censure = −50. Criminal conviction or expulsion = −100. Ethics failures cannot be offset by good attendance — they are hard deductions.

The Party Line Score

The 1–99 party line score is derived from GovTrack's sponsorship analysis — a statistical method that clusters members by which bills they choose to sponsor and cosponsor. It is not based on party registration or self-identification.

A member who sponsors bills that tend to attract left-leaning cosponsors scores lower. A member who sponsors bills that tend to attract right-leaning cosponsors scores higher. 50 is the statistical center of Congress, not the center of any political party.

1 — Far left50 — Center99 — Far right

The Minority Party Adjustment

Members in the minority party face structural barriers to passing legislation. A bill introduced by a minority member has a lower probability of advancing through committee or reaching the floor — not because of the member's effectiveness, but because of how Congress works.

The Quylt Score applies an explicit adjustment to the Legislative Output category for minority-party members. This is documented, published, and applied consistently — the same formula for every minority member regardless of party.

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