Scoring & Inclusion Systems — Complete Inventory
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Scoring & Inclusion Systems — Complete Inventory

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Scoring & Inclusion Systems — Complete Inventory

All scoring rubrics, inclusion gates, severity classifications, and quality-assurance checks applied to Patriot University documents, profiles, and content — spanning Skills, Agents, and Cursor Rules.

## Skills

### Accountability Profile Pipeline

Runs in strict composition order. Each step must complete before the next begins.

| Step | Skill | What It Does |

|——|——-|————-|

| 0 | accountability-profile-builder | End-to-end authoring workflow. Defines the P0/P1/P2/Media priority criteria, the Documented/Credibly Reported/Alleged/Excluded evidence tiers, and the prohibited-language substitution table that all downstream gates rely on. |

| 1 | patriot-private-citizen-inclusion-gate | Multi-factor eligibility test before any profile is created. Applies the Subject Classification framework (Public Official / Voluntary Public Figure / Limited-Purpose Public Figure / Private Citizen), the five Non-Speech Anchor criteria (A–E), the Speech Taint Strip Test, and requires a “Basis for Inclusion” disclosure block. Prevents inclusion solely on protected speech, political affiliation, or rally attendance. |

| 2 | accountability-profile-verification | Evidentiary standards after eligibility is confirmed. Covers primary-source research, citation requirements, court record formats, removal of disallowed taxonomy sources, and legal-exposure risk assessment. Also enforces the J1–J5 Federal Judge Inclusion Gate for Article III judges. |

| 3 | malice-evaluator | The Democratic Malice Assessment (DMA) — structured ideology-vs-malice gate (3-of-5 distinguishing factors) with a 1–5 DMS severity score and cumulative actor-level designation. Required for all trump-administration profiles and any P0/P1 profile. |

| 4 | patriot-sanity-check | Meta-auditor that runs last. Runs a Level 1–5 audit (factual claims, proportionality, legal claims, systemic consistency, hostile-scrutiny stress test) and issues an overall verdict (PASS / PASS WITH CAVEATS / NEEDS REVISION / FAIL). |

### Election & Democratic Health Scoring

| Skill | What It Does |

|——-|————-|

| election-threat-scoring | Multi-dimensional threat matrix scoring actors, state vulnerabilities, and federal threats on Likelihood × Impact × Urgency (each 1–5). Maps to NIST-style Prevent/Prepare/Mitigate/Respond/Recover actions. |

| election-threat-scenario-planner | Peter Schwartz 8-step scenario planning applied to election threats — produces prioritized scenario narratives with leading indicators, not a numeric score. |

| democratic-health-monitoring | V-Dem, Freedom House, and Protect Democracy indicator sets with severity scores and escalation velocity analysis. |

| patriot-speech-analyzer | Authoritarianism marker detection in political rhetoric, with per-marker severity assessment and confidence calibration. |

### Content & Source Quality Scoring

| Skill | What It Does |

|——-|————-|

| news-credibility-scoring | Multi-dimensional credibility scoring for news sources — ownership analysis, editorial standards, correction history, domain authority. Produces tier classification. |

| claims-integrity-audit | Audits ITI marketing/portfolio documents for false, hyperbolic, or unverifiable claims. Classifies each claim as Puffery / Objective-verifiable / Comparative / Capability with a verdict and remediation. |

| fact-checking | Professional fact-checking methodology with a four-tier source credibility hierarchy (Tier 1 = .gov/AP/Reuters → Tier 4 = blogs/social). |

| citation-checker | Legal-citation verification. Reads citator/Shepard’s signals (Red flag / Yellow flag / Green signal) and classifies output to one of three Quality Tiers — Tier 1 Court-ready, Tier 2 Research-grade, Tier 3 Educational — depending on intended use. |

| patriot-source-scanner | RSS/Tavily content acquisition with source-category priority (High = wire services / official statements; Medium = major outlets / press briefings; Low = analysis / opinion). Priority drives scan cadence, not content credibility. |

### Investigative Context (Scoring-Adjacent)

| Skill | What It Does |

|——-|————-|

| trump-corruption-accountability-tracker | Tracks corruption patterns across self-dealing, crypto, foreign influence, retribution. Evidence-based narrative — feeds profile updates but is not a scored rubric. |

| public-corruption-ombudsman | Comprehensive accountability registry manager — surfaces actors, documents patterns, prepares truth-and-reconciliation evidence from 293+ profiles. |

Agents

Agent What It Does
News Agent (patriot-university-news-agent) Orchestrates source scanning → content analysis → threat score aggregation → profile updates on a scheduled basis.
Patriot News Orchestrator (patriot-news-orchestrator) Coordinates the Scan → Analyze → Score → Update pipeline.
Malice Evaluator Agent Runs DMA scoring on profiles as a dedicated agent.
Claims Ombudsman Agent Audits documents for false/misleading claims; gates publication.
Claims Evidence Curator Agent Maintains evidence registries and runs staleness checks on claims.

Rules (.cursor/rules/*.mdc)

Rule File Trigger Scope What It Enforces
patriot-malice-evaluator.mdc knowledgebase/accountability/**/*.md Automatically triggers the malice-evaluator skill. Defines the 4-step composition order (inclusion gate → verification → DMA → sanity check). Enforces that all trump-administration profiles have either a DMA designation or an explicit “No DMA” transparency block.
patriot-accountability-profile-standards.mdc knowledgebase/accountability/**/*.md Evidence Tier system (§1), Criminal Activity Claims language standards (§2), Citation format (§3), P0/P1/P2 priority criteria (§4), Speech Is Not a Crime standing principle (§5), Private Citizen Inclusion Gate with 5 Non-Speech Anchors (§5A), Basis for Inclusion disclosure block requirement (§5B), Federal Judge Inclusion Gate J1–J5 (§5C), Factcheck/correction mechanism (§6), Education Only profile extra-scrutiny rule (§7), Legal Exposure Guardrails (§8), Verification Workflow (§9), Prohibited Language list (§10).

Score & Gate Type Reference

Type System Scale / Output
Subject classification patriot-private-citizen-inclusion-gate Public Official / Voluntary Public Figure / Limited-Purpose Public Figure / Private Citizen
Inclusion eligibility (private citizen) patriot-private-citizen-inclusion-gate Pass / Fail against 5 Non-Speech Anchors (A–E) + Speech Taint Strip Test
Inclusion eligibility (federal judge) patriot-accountability-profile-standards.mdc §5C Pass / Fail against the J1–J5 Federal Judge Inclusion Gate
Evidence tier patriot-accountability-profile-standards.mdc §1 Documented → Credibly Reported → Alleged → Excluded
Profile priority / severity patriot-accountability-profile-standards.mdc §4 + accountability-profile-builder P0 / P1 / P2 / Media
Democratic Malice Score (DMS) malice-evaluator skill 1–5 per action, with cumulative actor-level designation
Ideology vs. Malice classification malice-evaluator skill Ideology / Malice (3-of-5 distinguishing factors gate)
Sanity-check audit verdict patriot-sanity-check skill PASS / PASS WITH CAVEATS / NEEDS REVISION / FAIL (across 5 audit levels)
Election composite threat score election-threat-scoring skill (Likelihood × Impact × Urgency) / 25 normalized to 1–5, mapped to Critical / High / Elevated / Guarded / Low
State vulnerability tier election-threat-scoring skill Tier 1 Critical (4.0+) → Tier 5 Low (<1.0)
Authoritarianism marker severity patriot-speech-analyzer skill Per-marker severity + confidence level
Democratic health severity democratic-health-monitoring skill 5-level severity scale (Level 1 Healthy → Level 5 Authoritarian); Freedom House 0–100; V-Dem sub-indices; 90-day velocity index
Source credibility tier (news) news-credibility-scoring skill Tier 1–4 + composite score
Source credibility tier (fact-check) fact-checking skill Tier 1 (.gov/AP/Reuters) → Tier 4 (blogs/social)
Citation quality tier citation-checker skill Tier 1 Court-ready / Tier 2 Research-grade / Tier 3 Educational
Source scan priority patriot-source-scanner skill High / Medium / Low (drives scan cadence)
Claims integrity verdict claims-integrity-audit skill Per-claim verdict (Accurate / Exaggerated / Unsupported / False)

P0 / P1 / P2 Severity Definitions

Defined in patriot-accountability-profile-standards.mdc. Priority must be anchored to documented evidence, not network affiliation or political position alone.

  • P0 — Documented direct participation in constitutional violations, seditious conspiracy, or fraud in office. Requires a court record or congressional finding. DMA scoring mandatory.
  • P1 — Documented pattern of conduct that materially advanced democratic erosion (e.g., signed false certification, directed vote suppression, convicted of related crime). DMA scoring mandatory.
  • P2 — Network-level amplifiers, political operatives, and enablers with documented but not individually criminal roles. DMA scoring recommended if ideology-malice boundary is in question.

DMS (Democratic Malice Score) Scale

Defined in the malice-evaluator skill. Scores ideology-vs-malice on a 1–5 rubric:

DMS Designation Meaning
1 Ideological Actions consistent with sincerely held political ideology; no evidence of intent to subvert democratic mechanisms
2 Opportunistic Actions that exploited democratic weaknesses for personal or political gain without specific intent to subvert
3 Reckless Actions that a reasonable actor would recognize as damaging to democratic mechanisms, regardless of stated intent
4 Purposeful Actions taken with apparent intent to undermine specific democratic mechanisms
5 Systemic Documented, sustained campaign to subvert multiple democratic mechanisms with evidence of specific intent

Ideology vs. Malice Gate (3-of-5 Distinguishing Factors)

Runs FIRST in the malice-evaluator skill, before any DMS score is assigned. Each action is classified as Ideology (legitimate policy, no score) or Malice (scoring eligible). In the borderline zone, any three of five distinguishing factors tip the classification to Malice:

  1. Process subversion — Did the actor bypass normal process, oversight, or transparency requirements?
  2. Targeted asymmetry — Did the action disproportionately burden a specific protected group or political opponent?
  3. Expert rejection — Did the actor ignore expert, nonpartisan, or career-staff warnings?
  4. Pattern context — Has the actor or institution previously been enjoined, reversed, or sanctioned for similar conduct?
  5. Stated intent — Does the documented record (statements, communications, memos) show explicit intent to undermine democratic mechanisms?

Actions passed through legitimate legislative, executive, or judicial process are always classified as Ideology regardless of policy harm.


DMA Cumulative Actor-Level Designation

When an actor accumulates multiple qualifying actions (DMS 1+), they earn a cumulative designation. Defined in the malice-evaluator skill, Section 5:

Designation Threshold Meaning
No DMA designation Fewer than 2 qualifying actions, or all scores at DMS 1 Actions may harm democracy but do not demonstrate pattern or clear intent
Pattern of Reckless Conduct 2+ actions at DMS 3 (or any single DMS 4) Pattern of conduct a reasonable actor would recognize as damaging
Pattern of Purposeful Subversion 2+ actions at DMS 4 (or any single DMS 5) Pattern showing apparent intent to undermine democratic mechanisms
Documented Systemic Campaign 2+ actions at DMS 5 Sustained, intentional campaign across multiple mechanisms

DMS 3+ requires Tier 1 (Documented) evidence. Alleged-tier claims are not eligible for scoring.


Subject Classification Framework (Inclusion Gate)

Defined in the patriot-private-citizen-inclusion-gate skill, Section 1. Determines which inclusion threshold applies before any private-citizen profile is drafted:

Classification Criteria Inclusion Threshold
Public Official Sitting or former elected official; Senate-confirmed appointee Standard accountability standard — documented official conduct
Voluntary Public Figure Voluntarily assumed a prominent role (organized events, gave media interviews, made public claims of leadership) Intermediate threshold; conduct-based anchor required but lower bar than private citizen
Limited-Purpose Public Figure Voluntarily thrust into a specific public controversy by their own public actions Intermediate threshold; must pass Non-Speech Anchor Test
Private Citizen Has not voluntarily assumed a public role; known primarily through private associations, speech, or attendance Highest threshold; must pass Non-Speech Anchor Test with Tier 1/2 evidence; priority capped at P1 absent a criminal conviction

Non-Speech Anchor Criteria (A–E)

A private citizen or limited-purpose public figure may be included only if they independently satisfy at least ONE of the following five anchors, documented with Tier 1 or Tier 2 evidence. Defined in patriot-accountability-profile-standards.mdc §5A and the patriot-private-citizen-inclusion-gate skill:

Anchor Qualifying Conduct Evidence Required
A Criminal conviction, indictment, or formal charge related to the subject matter Court record
B Documented founder/officer/director/chapter-leader/operational-coordinator role in an organization with documented harmful conduct Organizational filings, official records
C Documented significant, targeted financial support that materially enabled specific harmful conduct FEC filings or court record
D Voluntarily and publicly assumed a leadership/coordination role via press conferences, media interviews, or public organizing (not merely attending events or posting online) Tier 2 journalism specifically documenting the role
E Used a documented official non-elected capacity (election official, law enforcement, government contractor) to advance the harmful conduct Official records, court findings, congressional testimony, or Tier 2 journalism

Never sufficient on their own: political positions, political affiliation, social media posts, rally attendance, organizational membership without documented leadership, or being listed in any external taxonomy (One6Project, SPLC, ADL, etc.).

Speech Taint Strip Test

A diagnostic applied during the inclusion gate: remove all speech and social-media evidence from the case. If only journalism, commentary, or expressive activity remains, the test fails and the subject cannot be included. If non-speech conduct (documented financial relationship, organizational role established by official records, direct coordination documented in court records) remains, the anchor may be met.


Federal Judge Inclusion Gate (J1–J5)

Defined in patriot-accountability-profile-standards.mdc §5C. Article III federal judges (district, circuit, Supreme Court) may only receive a personal accountability profile if the evidence record satisfies at least one of:

Gate Qualifying Conduct
J1 Documented ex parte communications with a party or that party’s political operation outside the courtroom
J2 Undisclosed financial interests or benefits connected to a party before the court — judicial financial disclosure violation
J3 Personal corruption: gifts, travel, or benefits from parties or interests with matters before the court (ProPublica/Justice Thomas reporting standard)
J4 Formal finding of judicial misconduct by the relevant Circuit Judicial Council under the Judicial Conduct and Disability Act (28 U.S.C. §§ 351–364)
J5 Impeachment proceedings initiated by the House of Representatives

Never sufficient on their own: erroneous rulings (even unanimously reversed), rulings that benefit the appointing president, being a particular president’s appointee, patterns of case management absent a Judicial Council finding, mere judicial complaints, or minority/unpopular legal theories.

When a judge’s rulings have significant structural impact but the personal-misconduct threshold is not met, the appropriate format is a Judicial Impact Analysis document (category: legal) — see aileen-cannon-judicial-impact.md as the precedent and deliberation record.


Evidence Tier System

Defined in patriot-accountability-profile-standards.mdc §1. Every factual claim in any accountability profile must be labeled with — and trace to — one of these four tiers:

Tier Definition Labeling Rule
Documented Primary sources: court records, indictments, verdicts, official congressional records, FEC filings, financial disclosures, signed executive orders No label needed — it IS the claim
Credibly Reported Multi-outlet journalism with named sources, published by recognized news organizations (AP, Reuters, NYT, WaPo, WSJ, NPR, ProPublica, etc.) No label if multi-outlet corroborated
Alleged Single-source claim, anonymous sourcing, or not yet independently confirmed Prefix: “Allegedly,” or “According to [single source],”
Excluded Unsourced assertions, AI inference, think-tank taxonomies without primary backing, anonymous blog posts, opposition-research databases without independent verification Must NOT appear in profiles

One6Project is an excluded source. If it was the sole basis for a person’s inclusion, the profile must either be substantiated with independent Tier 1/2 sources or be removed.


P0 / P1 / P2 / Media Priority — Cross-Reference

The accountability-profile-builder skill adds a fourth classification used to scope coverage of media personalities. The base rule is defined in patriot-accountability-profile-standards.mdc §4.

Priority Criteria Notes
P0 Documented direct participation in constitutional violations, seditious conspiracy, or fraud in office. Court record or congressional finding required. DMA scoring mandatory
P1 Documented pattern of conduct that materially advanced democratic erosion. DMA scoring mandatory
P2 Network-level amplifiers, political operatives, and enablers with documented but not individually criminal roles. DMA scoring recommended in borderline cases
Media Fox News hosts and other media personalities. Not P0/P1 unless specific documented non-journalistic conduct exists (direct coordination with coup plotters, financial conflicts, false statements under oath). Opinion journalism, even deliberately misleading opinion journalism, is generally protected speech

Private citizens are capped at P1 absent a criminal conviction; P0 is reserved for sitting or former officials with documented constitutional violations.


Sanity Check 5-Level Audit

Defined in patriot-sanity-check. Run last in the accountability profile pipeline. Each level is a discrete pass; the overall audit verdict aggregates the level results.

Level Audit Focus
Level 1 Factual Claims Verification — Does each claim trace to a source meeting Tier 1–2 credibility?
Level 2 Characterization Proportionality — Do severity/priority ratings match the documented evidence (not overclaimed, not underclaimed)?
Level 3 Legal and Constitutional Claims — Are legal characterizations technically accurate?
Level 4 Systemic Consistency — Are P0/P1/P2 classifications applied consistently across comparable subjects?
Level 5 Hostile-Scrutiny Stress Test — Would the profile survive adversarial review under defamation challenge or political attack?

Overall verdict: PASS / PASS WITH CAVEATS / NEEDS REVISION / FAIL. A FAIL blocks publication.


Citation Quality Tiers

Defined in the citation-checker skill. Output tier depends on intended use:

Tier Standard Applies To
Tier 1 — Court-ready Full Bluebook compliance; citator-verified; pinpoint-checked; quotation-verified Appellate briefs, motions, court filings
Tier 2 — Research-grade Existence verified; current authority confirmed; holdings accurately stated Research memoranda, knowledge base skills
Tier 3 — Educational Existence verified; holdings accurately stated; simplified citation format permitted Know-your-rights materials, community education

Citator/Shepard’s signals applied during verification: Red flag / Red stop sign (overruled or superseded — STOP); Orange Q / Yellow flag / Yellow triangle (negative or questioning treatment — investigate); Green signal (no negative treatment).


Election Threat Score — Composite Formula and Tiers

Defined in election-threat-scoring. Three independent 1–5 dimensions feed a normalized composite.

Composite Threat Score = (Likelihood × Impact × Urgency) / 25, normalized to a 1–5 scale.

Composite Score Threat Level Action Priority
4.0+ Critical Immediate, dedicated resourcing
3.0 – 3.9 High Active mitigation
2.0 – 2.9 Elevated Active preparation
1.0 – 1.9 Guarded Monitoring
< 1.0 Low Baseline awareness

State Vulnerability Tiers (May 2026 baseline)

Tier Score Range Example States
Tier 1 — Critical 4.0+ GA, AZ, TX, FL
Tier 2 — High 3.0 – 3.9 OH, NC, WI, PA, NV, IN, MT
Tier 3 — Elevated 2.0 – 2.9 MI, NH, SC, LA, AL, AR, KS, TN, KY
Tier 4 — Guarded 1.0 – 1.9 VA, CO, NM, MN, ME
Tier 5 — Low < 1.0 CA, WA, OR, NY, IL, MA, CT, VT, HI

Three scoring levels run independently: Level 1 Actor, Level 2 State Vulnerability, Level 3 Federal. Each produces its own composite that feeds the Prevent / Prepare / Mitigate / Respond / Recover action framework.


Democratic Health Severity (5-Level)

Defined in democratic-health-monitoring. Each indicator across the electoral, civic-liberties, accountability, and civic-life domains is rated on a 5-level severity scale.

Level Label Description
1 Healthy Indicator operating within established democratic norms
2 Cautionary Localized or rhetorical strain; no systemic erosion
3 Eroding Measurable degradation; pattern emerging across cases
4 Critical Systemic degradation; institutional checks failing
5 Authoritarian Institution captured or repurposed against democratic function

Scoring rules: Score on actions and outcomes, not rhetoric alone (rhetoric is capped at Level 2 unless paired with action). Any score above 2 requires at least 3 corroborating sources. Distinguish isolated incidents from systemic patterns. Score changes require explicit evidence-cited justification.

Velocity index: Rate of change in severity scores over a rolling 90-day window; sustained acceleration is itself a leading indicator.


Education Only Profile — Extra Scrutiny Rule

Defined in patriot-accountability-profile-standards.mdc §7. Profiles containing the investigative-trail pointer block (the phrase Education only — verify independently. Absence of hits is not proof.) are flagged as requiring independent verification of every negative claim.

For these profiles:

  • All negative claims must be sourced to Tier 1 or Tier 2 evidence.
  • If One6Project (or a similar excluded source) was the only source, the negative claim must be removed or reclassified as “alleged pending independent verification.”
  • The investigative trail block itself is appropriate and should be retained — it documents research pathways, not findings.
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