From dd9d4baa0dfae6c2384e7bacf9b880590f78183f Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Wed, 6 May 2026 08:31:55 +0000
Subject: [PATCH 1/4] Initial plan


From f53d0f7ac0b95fe40fa36e38f27fb13f817fe057 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Wed, 6 May 2026 09:01:52 +0000
Subject: [PATCH 2/4] fix: resolve all 226 ESLint no-explicit-any warnings
 across scripts/ and src/browser/

Replace all `any` types with proper typed alternatives:
- D3 force simulation callbacks use proper node/link interfaces
- Chart.js tooltip contexts use structural types
- Global library declarations use typed imports
- Record<string, any> replaced with Record<string, unknown> or Record<string, string>
- Error catches use `unknown` type
- (globalThis as any).X replaced with typed casts

Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/78aa95e5-f033-4691-91f3-a8f29e9bcd60

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 scripts/coalition-dashboard/charts.ts         |   8 +-
 scripts/coalition-dashboard/data.ts           |   2 +-
 scripts/coalition-dashboard/scenarios.ts      |  16 +--
 scripts/committees-dashboard.ts               |  54 +++++-----
 scripts/committees-dashboard/charts.ts        |  18 ++--
 scripts/committees-dashboard/data.ts          |  18 ++--
 scripts/committees-dashboard/init.ts          |   6 +-
 scripts/committees-dashboard/table.ts         |  12 +--
 scripts/committees-dashboard/types.ts         |  16 +--
 scripts/generate-e2e-results-html.cjs         |   2 +-
 src/browser/cia/visualizations.ts             |   2 +-
 src/browser/dashboards/anomaly-detection.ts   |  32 +++---
 src/browser/dashboards/coalition-dashboard.ts |  66 ++++++------
 .../dashboards/committees-dashboard.ts        | 102 +++++++++---------
 src/browser/dashboards/election-cycle.ts      |  20 ++--
 src/browser/dashboards/ministry-dashboard.ts  |  10 +-
 src/browser/dashboards/party-dashboard.ts     |  16 +--
 .../dashboards/politician-dashboard.ts        |   8 +-
 src/browser/dashboards/pre-election.ts        |  12 +--
 src/browser/dashboards/risk-dashboard.ts      |   4 +-
 src/browser/shared/global-libs.ts             |  42 ++++++++
 src/browser/shared/index.ts                   |   1 +
 src/browser/shared/register-globals.ts        |   6 +-
 23 files changed, 258 insertions(+), 215 deletions(-)
 create mode 100644 src/browser/shared/global-libs.ts

diff --git a/scripts/coalition-dashboard/charts.ts b/scripts/coalition-dashboard/charts.ts
index 6cc4201a7e..35ac2c7a09 100644
--- a/scripts/coalition-dashboard/charts.ts
+++ b/scripts/coalition-dashboard/charts.ts
@@ -10,7 +10,7 @@
  * @license Apache-2.0
  */
 
-declare const d3: any;
+declare const d3: typeof import('d3');
 import type { PartyNode, CoalitionLink, HeatMapDatum, PartyConfig, CoalitionAlignment, DataCache } from './types.js';
 
 // These symbols are provided by the enclosing IIFE in coalition-dashboard.ts at runtime
@@ -32,7 +32,7 @@ function renderCoalitionNetwork(): void {
   const height: number = 600;
 
   // Create SVG
-  const svg: d3.Selection<SVGSVGElement, unknown, HTMLElement, any> = d3.select('#coalitionNetwork')
+  const svg: d3.Selection<SVGSVGElement, unknown, HTMLElement, unknown> = d3.select('#coalitionNetwork')
     .append('svg')
     .attr('width', width)
     .attr('height', height)
@@ -230,14 +230,14 @@ function renderAlignmentHeatMap(): void {
   const innerWidth: number = width - margin.left - margin.right;
   const innerHeight: number = height - margin.top - margin.bottom;
 
-  const svg: d3.Selection<SVGSVGElement, unknown, HTMLElement, any> = d3.select('#alignmentHeatMap')
+  const svg: d3.Selection<SVGSVGElement, unknown, HTMLElement, unknown> = d3.select('#alignmentHeatMap')
     .append('svg')
     .attr('width', width)
     .attr('height', height)
     .attr('viewBox', `0 0 ${width} ${height}`)
     .attr('style', 'max-width: 100%; height: auto;');
 
-  const g: d3.Selection<SVGGElement, unknown, HTMLElement, any> = svg.append('g')
+  const g: d3.Selection<SVGGElement, unknown, HTMLElement, unknown> = svg.append('g')
     .attr('transform', `translate(${margin.left},${margin.top})`);
 
   const partyIds: string[] = Object.keys(PARTIES);
diff --git a/scripts/coalition-dashboard/data.ts b/scripts/coalition-dashboard/data.ts
index b79a572c9d..620163b18a 100644
--- a/scripts/coalition-dashboard/data.ts
+++ b/scripts/coalition-dashboard/data.ts
@@ -10,7 +10,7 @@
  * @license Apache-2.0
  */
 
-declare const d3: any;
+declare const d3: typeof import('d3');
 import type {
   PartyConfig, PartyNode, CoalitionLink, VotingAnomaly,
   AnnualVoteEntry, DataCache, DataFiles, DataConfig,
diff --git a/scripts/coalition-dashboard/scenarios.ts b/scripts/coalition-dashboard/scenarios.ts
index 95f94b3cf7..157eb0ca0d 100644
--- a/scripts/coalition-dashboard/scenarios.ts
+++ b/scripts/coalition-dashboard/scenarios.ts
@@ -14,8 +14,8 @@
  * @license Apache-2.0
  */
 
-declare const Chart: any;
-declare const d3: any;
+declare const Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
+declare const d3: typeof import('d3');
 import type { PartyNode, CoalitionLink, VotingAnomaly, PartyConfig, DataCache, BehavioralPatterns, AnnualVotes, AnnualVoteEntry, CoalitionAlignment } from './types.js';
 
 // These symbols are provided by the enclosing IIFE in coalition-dashboard.ts at runtime
@@ -33,7 +33,7 @@ function renderVotingAnomalyChart(): void {
   const anomalies: VotingAnomaly[] = dataCache.votingAnomalies || [];
   
   // Prepare data
-  const datasets: any[] = Object.keys(PARTIES).map((partyId: string) => {
+  const datasets: Record<string, unknown>[] = Object.keys(PARTIES).map((partyId: string) => {
     const partyData: VotingAnomaly[] = anomalies.filter((a: VotingAnomaly) => a.party === partyId);
     
     return {
@@ -63,7 +63,7 @@ function renderVotingAnomalyChart(): void {
         },
         tooltip: {
           callbacks: {
-            label: function(context: any): string {
+            label: function(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string }): string {
               const date: Date = new Date(context.parsed.x);
               return `${context.dataset.label}: Deviation ${context.parsed.y.toFixed(2)} on ${date.toLocaleDateString()}`;
             }
@@ -115,7 +115,7 @@ function renderBehavioralPatternsChart(): void {
   
   const behavioral: BehavioralPatterns = dataCache.behavioralPatterns || {};
   const partyIds: string[] = Object.keys(PARTIES);
-  const data: any = {
+  const data: Record<string, unknown> = {
     labels: partyIds.map((id: string) => PARTIES[id].name),
     datasets: [{
       label: 'Party Consistency Score (%)',
@@ -144,7 +144,7 @@ function renderBehavioralPatternsChart(): void {
         },
         tooltip: {
           callbacks: {
-            label: function(context: any): string {
+            label: function(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string }): string {
               return `Consistency: ${context.parsed.x.toFixed(1)}%`;
             }
           }
@@ -199,7 +199,7 @@ function renderDecisionTrendsChart(): void {
     console.log('📊 Using generated data for decision trends');
   }
 
-  const datasets: any[] = Object.keys(PARTIES).map((partyId: string) => {
+  const datasets: Record<string, unknown>[] = Object.keys(PARTIES).map((partyId: string) => {
     let data: number[];
     
     if (useRealData && annualVotes[partyId]) {
@@ -249,7 +249,7 @@ function renderDecisionTrendsChart(): void {
           mode: 'index',
           intersect: false,
           callbacks: {
-            label: function(context: any): string {
+            label: function(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string }): string {
               return context.dataset.label + ': ' + context.parsed.y.toLocaleString() + ' votes';
             }
           }
diff --git a/scripts/committees-dashboard.ts b/scripts/committees-dashboard.ts
index 0163963447..0623e16abd 100644
--- a/scripts/committees-dashboard.ts
+++ b/scripts/committees-dashboard.ts
@@ -43,9 +43,9 @@
   // always read from globalThis at the point of use, not at IIFE load time.
   // This ensures late-loaded libraries (defer/async/dynamic ordering) are
   // always picked up correctly.
-  let d3: any;
-  let Chart: any;
-  let Papa: any;
+  let d3: typeof import('d3');
+  let Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
+  let Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } };
 
   // ==============================================
   // CONFIGURATION
@@ -100,7 +100,7 @@
   // ==============================================
 
   class DataManager {
-    private cache: Map<string, Record<string, any>[]>;
+    private cache: Map<string, Record<string, string>[]>;
 
     constructor() {
       this.cache = new Map();
@@ -110,9 +110,9 @@
      * Fetch CSV data with caching support
      * @param {string} key - Cache key identifier
      * @param {string|string[]} url - URL(s) to fetch data from (tries in order if array)
-     * @returns {Promise<Record<string, any>[]>} Parsed CSV data
+     * @returns {Promise<Record<string, string>[]>} Parsed CSV data
      */
-    async fetchData(key: string, url: string | string[]): Promise<Record<string, any>[]> {
+    async fetchData(key: string, url: string | string[]): Promise<Record<string, string>[]> {
       // Check cache first
       if (CONFIG.cache.enabled) {
         const cached = this.getCached(key);
@@ -154,7 +154,7 @@
             console.warn(`[DataManager] CSV parsing warnings for ${key}:`, parsed.errors);
           }
 
-          const data: Record<string, any>[] = parsed.data;
+          const data: Record<string, string>[] = parsed.data;
           
           // Cache the result
           if (CONFIG.cache.enabled) {
@@ -178,9 +178,9 @@
     /**
      * Get cached data if valid
      * @param {string} key - Cache key
-     * @returns {Record<string, any>[] | null} Cached data or null
+     * @returns {Record<string, string>[] | null} Cached data or null
      */
-    getCached(key: string): Record<string, any>[] | null {
+    getCached(key: string): Record<string, string>[] | null {
       const cacheKey: string = CONFIG.cache.prefix + key;
       try {
         const cached: string | null = localStorage.getItem(cacheKey);
@@ -212,9 +212,9 @@
     /**
      * Set cached data
      * @param {string} key - Cache key
-     * @param {Record<string, any>[]} data - Data to cache
+     * @param {Record<string, string>[]} data - Data to cache
      */
-    setCached(key: string, data: Record<string, any>[]): void {
+    setCached(key: string, data: Record<string, string>[]): void {
       const cacheKey: string = CONFIG.cache.prefix + key;
       const cacheData: CacheEntry = {
         data: data,
@@ -364,10 +364,10 @@
       // Update positions on simulation tick
       this.simulation.on('tick', () => {
         link
-          .attr('x1', (d: any) => d.source.x)
-          .attr('y1', (d: any) => d.source.y)
-          .attr('x2', (d: any) => d.target.x)
-          .attr('y2', (d: any) => d.target.y);
+          .attr('x1', (d: { source: { x: number }; target: { x: number } }) => d.source.x)
+          .attr('y1', (d: { source: { y: number }; target: { y: number } }) => d.source.y)
+          .attr('x2', (d: { source: { x: number }; target: { x: number } }) => d.target.x)
+          .attr('y2', (d: { source: { y: number }; target: { y: number } }) => d.target.y);
 
         node
           .attr('transform', (d: NetworkNode) => `translate(${d.x},${d.y})`);
@@ -433,8 +433,8 @@
           const prodDiff: number = Math.abs(nodes[i].productivity - nodes[j].productivity);
           if (prodDiff < 20) {
             links.push({
-              source: nodes[i].id as any,
-              target: nodes[j].id as any,
+              source: nodes[i].id as string,
+              target: nodes[j].id as string,
               value: 10 - prodDiff / 2
             });
           }
@@ -484,8 +484,8 @@
       nodes.forEach((node: NetworkNode) => {
         // Handle both string and object types for source/target
         const connections: number = links.filter((l: NetworkLink) => {
-          const sourceId: string = typeof l.source === 'string' ? l.source : (l.source as any)?.id ?? '';
-          const targetId: string = typeof l.target === 'string' ? l.target : (l.target as any)?.id ?? '';
+          const sourceId: string = typeof l.source === 'string' ? l.source : (l.source as { id: string })?.id ?? '';
+          const targetId: string = typeof l.target === 'string' ? l.target : (l.target as { id: string })?.id ?? '';
           return sourceId === node.id || targetId === node.id;
         }).length;
         html += `<tr>
@@ -777,7 +777,7 @@
   // ==============================================
 
   class ChartJSVisualizations {
-    private charts: Record<string, any>;
+    private charts: Record<string, unknown>;
 
     constructor() {
       this.charts = {};
@@ -863,7 +863,7 @@
             },
             tooltip: {
               callbacks: {
-                label: function(context: any): string {
+                label: function(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string }): string {
                   return `Productivity: ${context.parsed.y.toFixed(1)}`;
                 }
               }
@@ -1004,7 +1004,7 @@
             },
             tooltip: {
               callbacks: {
-                label: function(context: any): string {
+                label: function(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string }): string {
                   return `${context.dataset.label}: ${context.parsed.y.toFixed(1)}%`;
                 }
               }
@@ -1080,7 +1080,7 @@
       const availableYears: string[] = Object.keys(yearQuarterData).sort().slice(-3);
       const yearColors: string[] = ['#1e88e5', '#43a047', '#fb8c00'];
       
-      const datasets: any[] = availableYears.length > 0 
+      const datasets: Record<string, unknown>[] = availableYears.length > 0 
         ? availableYears.map((year: string, idx: number) => ({
             label: year,
             data: [1, 2, 3, 4].map((q: number) => yearQuarterData[year][q] || 0),
@@ -1127,7 +1127,7 @@
             },
             tooltip: {
               callbacks: {
-                label: function(context: any): string {
+                label: function(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string }): string {
                   return `${context.dataset.label}: ${context.parsed.y} activity score`;
                 }
               }
@@ -1218,9 +1218,9 @@
 
     try {
       // Resolve browser globals here so late-loaded libraries are picked up.
-      d3 = (globalThis as any).d3;
-      Chart = (globalThis as any).Chart;
-      Papa = (globalThis as any).Papa;
+      d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
+      Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown } }).Chart;
+      Papa = (globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } } }).Papa;
 
       // Check if required libraries are loaded
       if (typeof d3 === 'undefined') {
diff --git a/scripts/committees-dashboard/charts.ts b/scripts/committees-dashboard/charts.ts
index 1d89bc68e9..d81c267aa5 100644
--- a/scripts/committees-dashboard/charts.ts
+++ b/scripts/committees-dashboard/charts.ts
@@ -10,7 +10,7 @@
  * @license Apache-2.0
  */
 
-declare const d3: any;
+declare const d3: typeof import('d3');
 import type { CommitteeData, NetworkNode, NetworkLink, HeatMapCell, HeatMapData } from './types.js';
 
 // ==============================================
@@ -115,10 +115,10 @@ export class NetworkDiagram {
     // Update positions on simulation tick
     this.simulation.on('tick', () => {
       link
-        .attr('x1', (d: any) => d.source.x)
-        .attr('y1', (d: any) => d.source.y)
-        .attr('x2', (d: any) => d.target.x)
-        .attr('y2', (d: any) => d.target.y);
+        .attr('x1', (d: NetworkLink) => (d.source as NetworkNode).x ?? 0)
+        .attr('y1', (d: NetworkLink) => (d.source as NetworkNode).y ?? 0)
+        .attr('x2', (d: NetworkLink) => (d.target as NetworkNode).x ?? 0)
+        .attr('y2', (d: NetworkLink) => (d.target as NetworkNode).y ?? 0);
 
       node
         .attr('transform', (d: NetworkNode) => `translate(${d.x},${d.y})`);
@@ -184,8 +184,8 @@ export class NetworkDiagram {
         const prodDiff: number = Math.abs(nodes[i].productivity - nodes[j].productivity);
         if (prodDiff < 20) {
           links.push({
-            source: nodes[i].id as any,
-            target: nodes[j].id as any,
+            source: nodes[i].id as string,
+            target: nodes[j].id as string,
             value: 10 - prodDiff / 2
           });
         }
@@ -235,8 +235,8 @@ export class NetworkDiagram {
     nodes.forEach((node: NetworkNode) => {
       // Handle both string and object types for source/target
       const connections: number = links.filter((l: NetworkLink) => {
-        const sourceId: string = typeof l.source === 'string' ? l.source : (l.source as any)?.id ?? '';
-        const targetId: string = typeof l.target === 'string' ? l.target : (l.target as any)?.id ?? '';
+        const sourceId: string = typeof l.source === 'string' ? l.source : (l.source as NetworkNode)?.id ?? '';
+        const targetId: string = typeof l.target === 'string' ? l.target : (l.target as NetworkNode)?.id ?? '';
         return sourceId === node.id || targetId === node.id;
       }).length;
       html += `<tr>
diff --git a/scripts/committees-dashboard/data.ts b/scripts/committees-dashboard/data.ts
index 275c2659ca..d81d8d358d 100644
--- a/scripts/committees-dashboard/data.ts
+++ b/scripts/committees-dashboard/data.ts
@@ -8,7 +8,7 @@
  * @license Apache-2.0
  */
 
-declare const Papa: any;
+declare const Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } };
 import type {
   AppConfig,
   CommitteeData,
@@ -71,7 +71,7 @@ export const CONFIG: AppConfig = {
 // ==============================================
 
 export class DataManager {
-  private cache: Map<string, Record<string, any>[]>;
+  private cache: Map<string, Record<string, string>[]>;
 
   constructor() {
     this.cache = new Map();
@@ -81,9 +81,9 @@ export class DataManager {
    * Fetch CSV data with caching support
    * @param {string} key - Cache key identifier
    * @param {string|string[]} url - URL(s) to fetch data from (tries in order if array)
-   * @returns {Promise<Record<string, any>[]>} Parsed CSV data
+   * @returns {Promise<Record<string, string>[]>} Parsed CSV data
    */
-  async fetchData(key: string, url: string | string[]): Promise<Record<string, any>[]> {
+  async fetchData(key: string, url: string | string[]): Promise<Record<string, string>[]> {
     // Check cache first
     if (CONFIG.cache.enabled) {
       const cached = this.getCached(key);
@@ -125,7 +125,7 @@ export class DataManager {
           console.warn(`[DataManager] CSV parsing warnings for ${key}:`, parsed.errors);
         }
 
-        const data: Record<string, any>[] = parsed.data;
+        const data: Record<string, string>[] = parsed.data;
         
         // Cache the result
         if (CONFIG.cache.enabled) {
@@ -149,9 +149,9 @@ export class DataManager {
   /**
    * Get cached data if valid
    * @param {string} key - Cache key
-   * @returns {Record<string, any>[] | null} Cached data or null
+   * @returns {Record<string, string>[] | null} Cached data or null
    */
-  getCached(key: string): Record<string, any>[] | null {
+  getCached(key: string): Record<string, string>[] | null {
     const cacheKey: string = CONFIG.cache.prefix + key;
     try {
       const cached: string | null = localStorage.getItem(cacheKey);
@@ -183,9 +183,9 @@ export class DataManager {
   /**
    * Set cached data
    * @param {string} key - Cache key
-   * @param {Record<string, any>[]} data - Data to cache
+   * @param {Record<string, string>[]} data - Data to cache
    */
-  setCached(key: string, data: Record<string, any>[]): void {
+  setCached(key: string, data: Record<string, string>[]): void {
     const cacheKey: string = CONFIG.cache.prefix + key;
     const cacheData: CacheEntry = {
       data: data,
diff --git a/scripts/committees-dashboard/init.ts b/scripts/committees-dashboard/init.ts
index 2a81b94d4c..b1a09acc4e 100644
--- a/scripts/committees-dashboard/init.ts
+++ b/scripts/committees-dashboard/init.ts
@@ -12,9 +12,9 @@
  * @license Apache-2.0
  */
 
-declare const d3: any;
-declare const Chart: any;
-declare const Papa: any;
+declare const d3: typeof import('d3');
+declare const Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
+declare const Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } };
 
 import type { CommitteeData } from './types.js';
 import { CONFIG, DataManager } from './data.js';
diff --git a/scripts/committees-dashboard/table.ts b/scripts/committees-dashboard/table.ts
index 634e0676f2..b3e63d81f9 100644
--- a/scripts/committees-dashboard/table.ts
+++ b/scripts/committees-dashboard/table.ts
@@ -10,7 +10,7 @@
  * @license Apache-2.0
  */
 
-declare const Chart: any;
+declare const Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
 import { CONFIG } from './data.js';
 import type { CommitteeData, CommitteeDefinition, ProductivityMatrixRow, AnnualDocumentRow, SeasonalPatternRow } from './types.js';
 
@@ -19,7 +19,7 @@ import type { CommitteeData, CommitteeDefinition, ProductivityMatrixRow, AnnualD
 // ==============================================
 
 export class ChartJSVisualizations {
-  private charts: Record<string, any>;
+  private charts: Record<string, unknown>;
 
   constructor() {
     this.charts = {};
@@ -105,7 +105,7 @@ export class ChartJSVisualizations {
           },
           tooltip: {
             callbacks: {
-              label: function(context: any): string {
+              label: function(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string }): string {
                 return `Productivity: ${context.parsed.y.toFixed(1)}`;
               }
             }
@@ -246,7 +246,7 @@ export class ChartJSVisualizations {
           },
           tooltip: {
             callbacks: {
-              label: function(context: any): string {
+              label: function(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string }): string {
                 return `${context.dataset.label}: ${context.parsed.y.toFixed(1)}%`;
               }
             }
@@ -322,7 +322,7 @@ export class ChartJSVisualizations {
     const availableYears: string[] = Object.keys(yearQuarterData).sort().slice(-3);
     const yearColors: string[] = ['#1e88e5', '#43a047', '#fb8c00'];
     
-    const datasets: any[] = availableYears.length > 0 
+    const datasets: Record<string, unknown>[] = availableYears.length > 0 
       ? availableYears.map((year: string, idx: number) => ({
           label: year,
           data: [1, 2, 3, 4].map((q: number) => yearQuarterData[year][q] || 0),
@@ -369,7 +369,7 @@ export class ChartJSVisualizations {
           },
           tooltip: {
             callbacks: {
-              label: function(context: any): string {
+              label: function(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string }): string {
                 return `${context.dataset.label}: ${context.parsed.y} activity score`;
               }
             }
diff --git a/scripts/committees-dashboard/types.ts b/scripts/committees-dashboard/types.ts
index 7a92a6702f..5f5b5ea718 100644
--- a/scripts/committees-dashboard/types.ts
+++ b/scripts/committees-dashboard/types.ts
@@ -13,13 +13,13 @@
 import type { SimulationNodeDatum, SimulationLinkDatum } from 'd3';
 
 // Chart.js and Papa Parse are loaded as browser globals via script tags
-declare const Chart: any;
+declare const Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
 declare const Papa: {
   parse(input: string, config?: {
     header?: boolean;
     dynamicTyping?: boolean;
     skipEmptyLines?: boolean;
-  }): { data: Record<string, any>[]; errors: { message: string }[] };
+  }): { data: Record<string, string>[]; errors: { message: string }[] };
 };
 
 // ==============================================
@@ -75,14 +75,14 @@ export interface ProductivityMatrixRow {
   committee_code?: string;
   year?: string | number;
   productivity_level?: string;
-  [key: string]: any;
+  [key: string]: string;
 }
 
 export interface AnnualDocumentRow {
   committee?: string;
   year?: string | number;
   doc_count?: string | number;
-  [key: string]: any;
+  [key: string]: string;
 }
 
 export interface SeasonalPatternRow {
@@ -91,14 +91,14 @@ export interface SeasonalPatternRow {
   median?: string | number;
   total_ballots?: string | number;
   value?: string | number;
-  [key: string]: any;
+  [key: string]: string;
 }
 
 export interface CommitteeData {
   productivityMatrix: ProductivityMatrixRow[];
-  committeeDecisions: Record<string, any>[];
+  committeeDecisions: Record<string, string>[];
   annualDocuments: AnnualDocumentRow[];
-  ballotSummary: Record<string, any>[];
+  ballotSummary: Record<string, string>[];
   seasonalPatterns: SeasonalPatternRow[];
 }
 
@@ -129,7 +129,7 @@ export interface HeatMapData {
 }
 
 export interface CacheEntry {
-  data: Record<string, any>[];
+  data: Record<string, string>[];
   timestamp: number;
 }
 
diff --git a/scripts/generate-e2e-results-html.cjs b/scripts/generate-e2e-results-html.cjs
index d882982205..9f908d6c06 100644
--- a/scripts/generate-e2e-results-html.cjs
+++ b/scripts/generate-e2e-results-html.cjs
@@ -71,7 +71,7 @@ try {
 
   /* ── Spec duration parsing ── */
   const durationMatch = log.match(/(\d+:\d+)\s+(\d+)\s+(\d+)\s+(\d+|-)\s+(\d+|-)\s+(\d+|-)\s*$/m);
-  const totalDuration = durationMatch ? durationMatch[1] : '-';
+  const _totalDuration = durationMatch ? durationMatch[1] : '-';
 
   const specTableRows = specLines.map(s => {
     const icon = s.failing > 0 ? '❌' : '✅';
diff --git a/src/browser/cia/visualizations.ts b/src/browser/cia/visualizations.ts
index 8c673a19ea..3b3295227a 100644
--- a/src/browser/cia/visualizations.ts
+++ b/src/browser/cia/visualizations.ts
@@ -41,7 +41,7 @@ import type {
 /*  Global library reference (loaded via <script> tag)                */
 /* ------------------------------------------------------------------ */
 
-const Chart = (globalThis as any).Chart;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
 
 /* ------------------------------------------------------------------ */
 /*  Interfaces                                                        */
diff --git a/src/browser/dashboards/anomaly-detection.ts b/src/browser/dashboards/anomaly-detection.ts
index d8bced34f8..abd8151f79 100644
--- a/src/browser/dashboards/anomaly-detection.ts
+++ b/src/browser/dashboards/anomaly-detection.ts
@@ -42,8 +42,8 @@ import {
 
 import type { CSVRow, DataSourceType } from '../shared/index.js';
 
-const d3 = (globalThis as any).d3;
-const Chart = (globalThis as any).Chart;
+const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
 
 // ============================================================================
 // INTERFACES
@@ -600,7 +600,7 @@ class AnomalyAlertSystem {
 
 class AnomalyDetectionCharts {
   private readonly dataManager: AnomalyDetectionDataManager;
-  private chartInstances: Record<string, any> = {};
+  private chartInstances: Record<string, unknown> = {};
 
   constructor(dataManager: AnomalyDetectionDataManager) {
     this.dataManager = dataManager;
@@ -662,7 +662,7 @@ class AnomalyDetectionCharts {
           legend: { display: false },
           tooltip: {
             callbacks: {
-              label: (context: any) => {
+              label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => {
                 const record = context.raw.record;
                 return [
                   `${record.year} Q${record.quarter}`,
@@ -678,12 +678,12 @@ class AnomalyDetectionCharts {
         scales: {
           x: {
             title: { display: true, text: 'Year' },
-            ticks: { callback: (value: any) => Math.floor(value) },
+            ticks: { callback: (value: number | string) => Math.floor(value) },
           },
           y: {
             title: { display: true, text: 'Z-Score' },
             grid: {
-              color: (context: any) => {
+              color: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => {
                 if (context.tick.value === 2.0 || context.tick.value === -2.0) {
                   return '#f57c00';
                 }
@@ -756,7 +756,7 @@ class AnomalyDetectionCharts {
         plugins: {
           legend: { display: false },
           tooltip: {
-            callbacks: { label: (context: any) => `Count: ${context.parsed.y}` },
+            callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => `Count: ${context.parsed.y}` },
           },
         },
         scales: {
@@ -803,7 +803,7 @@ class AnomalyDetectionCharts {
           legend: { position: 'bottom' },
           tooltip: {
             callbacks: {
-              label: (context: any) => {
+              label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => {
                 const total = ballotCount + documentCount + attendanceCount;
                 const pct = total > 0 ? ((context.parsed / total) * 100).toFixed(1) : 0;
                 return `${context.label}: ${context.parsed} (${pct}%)`;
@@ -841,18 +841,18 @@ class AnomalyDetectionCharts {
 
     cells
       .append('rect')
-      .attr('x', (d: any) => margin.left + (parseInt(d.quarter) - 1) * cellWidth)
-      .attr('y', (d: any) => {
+      .attr('x', (d: CSVRow) => margin.left + (parseInt(d.quarter) - 1) * cellWidth)
+      .attr('y', (d: CSVRow) => {
         const yearIndex = years.indexOf(parseInt(d.year));
         return margin.top + yearIndex * cellHeight;
       })
       .attr('width', cellWidth - 2)
       .attr('height', cellHeight - 2)
-      .attr('fill', (d: any) => this.getHeatmapColor(d.anomaly_severity))
+      .attr('fill', (d: CSVRow) => this.getHeatmapColor(d.anomaly_severity))
       .attr('stroke', '#0a0e27')
       .attr('stroke-width', 1)
       .style('cursor', 'pointer')
-      .on('mouseover', function (this: SVGRectElement, event: any, d: any) {
+      .on('mouseover', function (this: SVGRectElement, event: MouseEvent, d: CSVRow) {
         d3.select(this).attr('stroke', '#00d9ff').attr('stroke-width', 2);
 
         d3.select('body')
@@ -887,12 +887,12 @@ class AnomalyDetectionCharts {
       .append('text')
       .attr('class', 'year-label')
       .attr('x', margin.left - 10)
-      .attr('y', (_d: any, i: number) => margin.top + i * cellHeight + cellHeight / 2)
+      .attr('y', (_d: unknown, i: number) => margin.top + i * cellHeight + cellHeight / 2)
       .attr('text-anchor', 'end')
       .attr('dominant-baseline', 'middle')
       .attr('fill', '#e0e0e0')
       .attr('font-size', '12px')
-      .text((d: any) => d);
+      .text((d: number) => d);
 
     svg
       .selectAll('.quarter-label')
@@ -900,12 +900,12 @@ class AnomalyDetectionCharts {
       .enter()
       .append('text')
       .attr('class', 'quarter-label')
-      .attr('x', (_d: any, i: number) => margin.left + i * cellWidth + cellWidth / 2)
+      .attr('x', (_d: unknown, i: number) => margin.left + i * cellWidth + cellWidth / 2)
       .attr('y', margin.top - 10)
       .attr('text-anchor', 'middle')
       .attr('fill', '#e0e0e0')
       .attr('font-size', '12px')
-      .text((d: any) => `Q${d}`);
+      .text((d: number) => `Q${d}`);
   }
 
   private async renderQuarterlyFrequency(): Promise<void> {
diff --git a/src/browser/dashboards/coalition-dashboard.ts b/src/browser/dashboards/coalition-dashboard.ts
index f283cb2a85..d82bfd9a8f 100644
--- a/src/browser/dashboards/coalition-dashboard.ts
+++ b/src/browser/dashboards/coalition-dashboard.ts
@@ -27,8 +27,8 @@ import {
 
 import type { DataSourceType } from '../shared/index.js';
 
-const d3 = (globalThis as any).d3;
-const Chart = (globalThis as any).Chart;
+const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
 
 // ============================================================================
 // INTERFACES
@@ -53,8 +53,8 @@ interface CoalitionNode {
 }
 
 interface CoalitionLink {
-  source: any;
-  target: any;
+  source: string | PartyNode;
+  target: string | PartyNode;
   strength: number;
 }
 
@@ -73,7 +73,7 @@ interface AnnualVoteEntry {
 interface DataCache {
   coalitionAlignment: Record<string, Record<string, number>> | null;
   behavioralPatterns: Record<string, number> | null;
-  decisionPatterns: any[] | null;
+  decisionPatterns: Record<string, string>[] | null;
   votingAnomalies: AnomalyEntry[] | null;
   annualVotes: Record<string, AnnualVoteEntry[]> | null;
 }
@@ -130,7 +130,7 @@ let coalitionDataSourceType: DataSourceType = 'live';
 
 function parseCSV(csvText: string): Record<string, string>[] {
   try {
-    const Papa = (globalThis as any).Papa;
+    const Papa = (globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } } }).Papa;
     if (Papa) {
       const parsed = Papa.parse(csvText, { header: true, skipEmptyLines: true });
       return parsed.data;
@@ -318,49 +318,49 @@ function renderCoalitionNetwork(): void {
   });
 
   const simulation = d3.forceSimulation(nodes)
-    .force('link', d3.forceLink(links).id((d: any) => d.id).distance(150))
+    .force('link', d3.forceLink(links).id((d: PartyNode) => d.id).distance(150))
     .force('charge', d3.forceManyBody().strength(-400))
     .force('center', d3.forceCenter(width / 2, height / 2))
-    .force('collision', d3.forceCollide().radius((d: any) => d.influence * 3 + 10));
+    .force('collision', d3.forceCollide().radius((d: PartyNode) => d.influence * 3 + 10));
 
   const link = svg.append('g').attr('class', 'links').selectAll('line').data(links).enter().append('line')
-    .attr('stroke', '#999').attr('stroke-opacity', (d: any) => d.strength).attr('stroke-width', (d: any) => Math.sqrt(d.strength * 10))
+    .attr('stroke', '#999').attr('stroke-opacity', (d: CoalitionLink) => d.strength).attr('stroke-width', (d: CoalitionLink) => Math.sqrt(d.strength * 10))
     .style('cursor', 'pointer')
-    .on('mouseover', function(this: SVGLineElement, event: any, d: any) {
+    .on('mouseover', function(this: SVGLineElement, event: MouseEvent, d: CoalitionLink) {
       d3.select(this).attr('stroke', '#ff6600').attr('stroke-width', Math.sqrt(d.strength * 10) + 2);
       showTooltip(event, `Coalition Strength: ${(d.strength * 100).toFixed(0)}%`);
     })
-    .on('mouseout', function(this: SVGLineElement, _event: any, d: any) {
+    .on('mouseout', function(this: SVGLineElement, _event: MouseEvent, d: CoalitionLink) {
       d3.select(this).attr('stroke', '#999').attr('stroke-width', Math.sqrt(d.strength * 10));
       hideTooltip();
     });
 
   const node = svg.append('g').attr('class', 'nodes').selectAll('g').data(nodes).enter().append('g')
-    .attr('tabindex', '0').attr('role', 'button').attr('aria-label', (d: any) => `${d.fullName} party node`).style('cursor', 'pointer')
+    .attr('tabindex', '0').attr('role', 'button').attr('aria-label', (d: PartyNode) => `${d.fullName} party node`).style('cursor', 'pointer')
     .call(d3.drag()
-      .on('start', (event: any, d: any) => { if (!event.active) simulation.alphaTarget(0.3).restart(); d.fx = d.x; d.fy = d.y; })
-      .on('drag', (_event: any, d: any) => { d.fx = _event.x; d.fy = _event.y; })
-      .on('end', (event: any, d: any) => { if (!event.active) simulation.alphaTarget(0); d.fx = null; d.fy = null; }));
+      .on('start', (event: { active: boolean }, d: PartyNode) => { if (!event.active) simulation.alphaTarget(0.3).restart(); d.fx = d.x; d.fy = d.y; })
+      .on('drag', (_event: { x: number; y: number }, d: PartyNode) => { d.fx = _event.x; d.fy = _event.y; })
+      .on('end', (event: { active: boolean }, d: PartyNode) => { if (!event.active) simulation.alphaTarget(0); d.fx = null; d.fy = null; }));
 
-  node.append('circle').attr('r', (d: any) => d.influence * 3).attr('fill', (d: any) => d.color).attr('stroke', '#fff').attr('stroke-width', 2);
-  node.append('text').text((d: any) => d.id).attr('x', 0).attr('y', 0).attr('text-anchor', 'middle').attr('dominant-baseline', 'middle').attr('fill', '#fff').attr('font-weight', 'bold').attr('font-size', '14px').attr('pointer-events', 'none');
-  node.append('text').text((d: any) => d.name).attr('x', 0).attr('y', (d: any) => d.influence * 3 + 15).attr('text-anchor', 'middle').attr('font-size', '12px').attr('fill', 'var(--text-color)').attr('pointer-events', 'none');
+  node.append('circle').attr('r', (d: PartyNode) => d.influence * 3).attr('fill', (d: PartyNode) => d.color).attr('stroke', '#fff').attr('stroke-width', 2);
+  node.append('text').text((d: PartyNode) => d.id).attr('x', 0).attr('y', 0).attr('text-anchor', 'middle').attr('dominant-baseline', 'middle').attr('fill', '#fff').attr('font-weight', 'bold').attr('font-size', '14px').attr('pointer-events', 'none');
+  node.append('text').text((d: PartyNode) => d.name).attr('x', 0).attr('y', (d: PartyNode) => d.influence * 3 + 15).attr('text-anchor', 'middle').attr('font-size', '12px').attr('fill', 'var(--text-color)').attr('pointer-events', 'none');
 
-  node.on('mouseover', function(this: SVGGElement, event: any, d: any) {
+  node.on('mouseover', function(this: SVGGElement, event: MouseEvent, d: PartyNode) {
     d3.select(this).select('circle').attr('stroke-width', 4).attr('stroke', '#ff6600');
     showTooltip(event, `${d.fullName}<br>Influence: ${d.influence.toFixed(1)}`);
   }).on('mouseout', function(this: SVGGElement) {
     d3.select(this).select('circle').attr('stroke-width', 2).attr('stroke', '#fff');
     hideTooltip();
-  }).on('click', function(this: SVGGElement, _event: any, d: any) {
+  }).on('click', function(this: SVGGElement, _event: MouseEvent, d: PartyNode) {
     alert(`${d.fullName}\nInfluence Score: ${d.influence.toFixed(1)}\nColor: ${d.color}`);
-  }).on('keydown', function(event: any, d: any) {
+  }).on('keydown', function(event: KeyboardEvent, d: PartyNode) {
     if (event.key === 'Enter' || event.key === ' ') { event.preventDefault(); alert(`${d.fullName}\nInfluence Score: ${d.influence.toFixed(1)}\nColor: ${d.color}`); }
   });
 
   simulation.on('tick', () => {
-    link.attr('x1', (d: any) => d.source.x).attr('y1', (d: any) => d.source.y).attr('x2', (d: any) => d.target.x).attr('y2', (d: any) => d.target.y);
-    node.attr('transform', (d: any) => `translate(${d.x},${d.y})`);
+    link.attr('x1', (d: CoalitionLink) => (d.source as PartyNode).x ?? 0).attr('y1', (d: CoalitionLink) => (d.source as PartyNode).y ?? 0).attr('x2', (d: CoalitionLink) => (d.target as PartyNode).x ?? 0).attr('y2', (d: CoalitionLink) => (d.target as PartyNode).y ?? 0);
+    node.attr('transform', (d: PartyNode) => `translate(${d.x},${d.y})`);
   });
 
   createAccessibleNetworkTable(nodes, links);
@@ -394,13 +394,13 @@ function renderAlignmentHeatMap(): void {
   });
 
   g.selectAll('rect').data(heatMapData).enter().append('rect')
-    .attr('x', (d: any) => partyIds.indexOf(d.party2) * cellSize).attr('y', (d: any) => partyIds.indexOf(d.party1) * cellSize)
-    .attr('width', cellSize).attr('height', cellSize).attr('fill', (d: any) => colorScale(d.alignment)).attr('stroke', '#fff').attr('stroke-width', 1).style('cursor', 'pointer')
-    .on('mouseover', function(event: any, d: any) { showTooltip(event, `${PARTIES[d.party1].name} ↔ ${PARTIES[d.party2].name}<br>Alignment: ${(d.alignment * 100).toFixed(0)}%`); })
+    .attr('x', (d: { party1: string; party2: string; alignment: number }) => partyIds.indexOf(d.party2) * cellSize).attr('y', (d: { party1: string; party2: string; alignment: number }) => partyIds.indexOf(d.party1) * cellSize)
+    .attr('width', cellSize).attr('height', cellSize).attr('fill', (d: { party1: string; party2: string; alignment: number }) => colorScale(d.alignment)).attr('stroke', '#fff').attr('stroke-width', 1).style('cursor', 'pointer')
+    .on('mouseover', function(event: MouseEvent, d: { party1: string; party2: string; alignment: number }) { showTooltip(event, `${PARTIES[d.party1].name} ↔ ${PARTIES[d.party2].name}<br>Alignment: ${(d.alignment * 100).toFixed(0)}%`); })
     .on('mouseout', hideTooltip);
 
-  g.selectAll('.row-label').data(partyIds).enter().append('text').attr('class', 'row-label').attr('x', -10).attr('y', (_d: any, i: number) => i * cellSize + cellSize / 2).attr('text-anchor', 'end').attr('dominant-baseline', 'middle').attr('font-size', '12px').attr('fill', 'var(--text-color)').text((d: any) => PARTIES[d].name);
-  g.selectAll('.col-label').data(partyIds).enter().append('text').attr('class', 'col-label').attr('x', (_d: any, i: number) => i * cellSize + cellSize / 2).attr('y', -10).attr('text-anchor', 'middle').attr('font-size', '12px').attr('fill', 'var(--text-color)').text((d: any) => d);
+  g.selectAll('.row-label').data(partyIds).enter().append('text').attr('class', 'row-label').attr('x', -10).attr('y', (_d: unknown, i: number) => i * cellSize + cellSize / 2).attr('text-anchor', 'end').attr('dominant-baseline', 'middle').attr('font-size', '12px').attr('fill', 'var(--text-color)').text((d: string) => PARTIES[d].name);
+  g.selectAll('.col-label').data(partyIds).enter().append('text').attr('class', 'col-label').attr('x', (_d: unknown, i: number) => i * cellSize + cellSize / 2).attr('y', -10).attr('text-anchor', 'middle').attr('font-size', '12px').attr('fill', 'var(--text-color)').text((d: string) => d);
   svg.append('text').attr('x', width / 2).attr('y', 20).attr('text-anchor', 'middle').attr('font-size', '14px').attr('font-weight', 'bold').attr('fill', 'var(--text-color)').text('Party Voting Alignment Matrix');
 }
 
@@ -424,8 +424,8 @@ function renderVotingAnomalyChart(): void {
     type: 'scatter', data: { datasets },
     options: {
       responsive: true, maintainAspectRatio: false,
-      plugins: { title: { display: true, text: 'Voting Anomalies (Last 5 Years)', font: { size: 16, weight: 'bold' } }, tooltip: { callbacks: { label: (context: any) => { const date = new Date(context.parsed.x); return `${context.dataset.label}: Deviation ${context.parsed.y.toFixed(2)} on ${date.toLocaleDateString()}`; } } }, legend: { display: true, position: 'bottom' } },
-      scales: { x: { type: 'linear', title: { display: true, text: 'Date' }, ticks: { callback: (value: any) => new Date(value).getFullYear().toString() } }, y: { title: { display: true, text: 'Deviation Score' }, beginAtZero: true } }
+      plugins: { title: { display: true, text: 'Voting Anomalies (Last 5 Years)', font: { size: 16, weight: 'bold' } }, tooltip: { callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => { const date = new Date(context.parsed.x); return `${context.dataset.label}: Deviation ${context.parsed.y.toFixed(2)} on ${date.toLocaleDateString()}`; } } }, legend: { display: true, position: 'bottom' } },
+      scales: { x: { type: 'linear', title: { display: true, text: 'Date' }, ticks: { callback: (value: number | string) => new Date(value).getFullYear().toString() } }, y: { title: { display: true, text: 'Deviation Score' }, beginAtZero: true } }
     }
   });
 }
@@ -441,7 +441,7 @@ function renderBehavioralPatternsChart(): void {
     data: { labels: partyIds.map(id => PARTIES[id].name), datasets: [{ label: 'Party Consistency Score (%)', data: partyIds.map(id => dataCache.behavioralPatterns?.[id] || 80), backgroundColor: partyIds.map(id => PARTIES[id].color), borderColor: partyIds.map(id => PARTIES[id].color), borderWidth: 1 }] },
     options: {
       indexAxis: 'y', responsive: true, maintainAspectRatio: false,
-      plugins: { title: { display: true, text: 'Party Voting Consistency (2019-2024)', font: { size: 16, weight: 'bold' } }, legend: { display: false }, tooltip: { callbacks: { label: (context: any) => `Consistency: ${context.parsed.x.toFixed(1)}%` } } },
+      plugins: { title: { display: true, text: 'Party Voting Consistency (2019-2024)', font: { size: 16, weight: 'bold' } }, legend: { display: false }, tooltip: { callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => `Consistency: ${context.parsed.x.toFixed(1)}%` } } },
       scales: { x: { beginAtZero: true, max: 100, title: { display: true, text: 'Consistency Score (%)' } } }
     }
   });
@@ -476,7 +476,7 @@ function renderDecisionTrendsChart(): void {
     type: 'line', data: { labels: years, datasets },
     options: {
       responsive: true, maintainAspectRatio: false,
-      plugins: { title: { display: true, text: `Annual Voting Activity Trends (${years[0]}-${years[years.length - 1]})`, font: { size: 16, weight: 'bold' } }, legend: { display: true, position: 'bottom' }, tooltip: { mode: 'index', intersect: false, callbacks: { label: (context: any) => context.dataset.label + ': ' + context.parsed.y.toLocaleString() + ' votes' } } },
+      plugins: { title: { display: true, text: `Annual Voting Activity Trends (${years[0]}-${years[years.length - 1]})`, font: { size: 16, weight: 'bold' } }, legend: { display: true, position: 'bottom' }, tooltip: { mode: 'index', intersect: false, callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => context.dataset.label + ': ' + context.parsed.y.toLocaleString() + ' votes' } } },
       scales: { x: { title: { display: true, text: 'Year' } }, y: { title: { display: true, text: 'Number of Votes' }, beginAtZero: true } }
     }
   });
@@ -579,7 +579,7 @@ function generateMockBehavioralData(): Record<string, number> {
   return data;
 }
 
-function generateMockDecisionData(): any[] { return []; }
+function generateMockDecisionData(): Record<string, string>[] { return []; }
 
 export function generateMockAnomalyData(): AnomalyEntry[] {
   // Deterministic fallback data when CIA anomaly data is unavailable
diff --git a/src/browser/dashboards/committees-dashboard.ts b/src/browser/dashboards/committees-dashboard.ts
index e4c145c418..e35e999191 100644
--- a/src/browser/dashboards/committees-dashboard.ts
+++ b/src/browser/dashboards/committees-dashboard.ts
@@ -26,9 +26,9 @@ import { logger, showDataSourceDisclaimer } from '../shared/index.js';
 /*  Global library references (loaded via <script> tags)              */
 /* ------------------------------------------------------------------ */
 
-const d3 = (globalThis as any).d3;
-const Chart = (globalThis as any).Chart;
-const Papa = (globalThis as any).Papa;
+const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+const Papa = (globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } } }).Papa;
 
 /* ------------------------------------------------------------------ */
 /*  Interfaces                                                        */
@@ -85,11 +85,11 @@ interface CacheEntry<T> {
 }
 
 interface AllCommitteeData {
-  productivityMatrix: any[];
-  committeeDecisions: any[];
-  annualDocuments: any[];
-  ballotSummary: any[];
-  seasonalPatterns: any[];
+  productivityMatrix: CSVRow[];
+  committeeDecisions: CSVRow[];
+  annualDocuments: CSVRow[];
+  ballotSummary: CSVRow[];
+  seasonalPatterns: CSVRow[];
 }
 
 interface VisualizationInstances {
@@ -167,7 +167,7 @@ class DataManager {
   }
 
   /** Fetch CSV data with caching & fallback URLs. */
-  async fetchData(key: string, url: string | string[]): Promise<any[]> {
+  async fetchData(key: string, url: string | string[]): Promise<CSVRow[]> {
     if (CONFIG.cache.enabled) {
       const cached = this.getCached(key);
       if (cached) {
@@ -204,7 +204,7 @@ class DataManager {
           logger.warn(`[DataManager] CSV parsing warnings for ${key}:`, parsed.errors);
         }
 
-        const data = parsed.data as any[];
+        const data = parsed.data as CSVRow[];
 
         if (CONFIG.cache.enabled) {
           this.setCached(key, data);
@@ -212,7 +212,7 @@ class DataManager {
 
         logger.info(`[DataManager] Successfully loaded ${key} from ${i === 0 ? 'local' : 'remote'} source`);
         return data;
-      } catch (error: any) {
+      } catch (error: unknown) {
         logger.warn(`[DataManager] Failed to fetch ${key} from ${currentUrl}:`, error.message);
         lastError = error;
       }
@@ -223,13 +223,13 @@ class DataManager {
   }
 
   /** Read from localStorage cache. */
-  private getCached(key: string): any[] | null {
+  private getCached(key: string): CSVRow[] | null {
     const cacheKey = CONFIG.cache.prefix + key;
     try {
       const cached = localStorage.getItem(cacheKey);
       if (!cached) return null;
 
-      const { data, timestamp } = JSON.parse(cached) as CacheEntry<any[]>;
+      const { data, timestamp } = JSON.parse(cached) as CacheEntry<CSVRow[]>;
       const age = Date.now() - timestamp;
 
       if (age < CONFIG.cache.ttl) {
@@ -244,12 +244,12 @@ class DataManager {
   }
 
   /** Write to localStorage cache. */
-  private setCached(key: string, data: any[]): void {
+  private setCached(key: string, data: CSVRow[]): void {
     const cacheKey = CONFIG.cache.prefix + key;
-    const cacheData: CacheEntry<any[]> = { data, timestamp: Date.now() };
+    const cacheData: CacheEntry<CSVRow[]> = { data, timestamp: Date.now() };
     try {
       localStorage.setItem(cacheKey, JSON.stringify(cacheData));
-    } catch (error: any) {
+    } catch (error: unknown) {
       logger.warn(`[DataManager] Failed to cache ${key}:`, error);
     }
   }
@@ -286,8 +286,8 @@ class DataManager {
 class NetworkDiagram {
   private containerId: string;
   private data: AllCommitteeData;
-  private svg: any;
-  private simulation: any;
+  private svg: unknown;
+  private simulation: unknown;
 
   constructor(containerId: string, data: AllCommitteeData) {
     this.containerId = containerId;
@@ -324,10 +324,10 @@ class NetworkDiagram {
 
     this.simulation = d3
       .forceSimulation(nodes)
-      .force('link', d3.forceLink(links).id((d: any) => d.id).distance(100))
+      .force('link', d3.forceLink(links).id((d: NetworkNode) => d.id).distance(100))
       .force('charge', d3.forceManyBody().strength(-400))
       .force('center', d3.forceCenter(width / 2, height / 2))
-      .force('collision', d3.forceCollide().radius((d: any) => d.radius + 10));
+      .force('collision', d3.forceCollide().radius((d: NetworkNode) => d.radius + 10));
 
     const link = this.svg
       .append('g')
@@ -337,7 +337,7 @@ class NetworkDiagram {
       .enter()
       .append('line')
       .attr('stroke', 'var(--border-color)')
-      .attr('stroke-width', (d: any) => Math.sqrt(d.value) * 2)
+      .attr('stroke-width', (d: NetworkLink) => Math.sqrt(d.value) * 2)
       .attr('stroke-opacity', 0.6);
 
     const node = this.svg
@@ -349,19 +349,19 @@ class NetworkDiagram {
       .append('g')
       .attr('tabindex', '0')
       .attr('role', 'button')
-      .attr('aria-label', (d: any) => `${d.name} committee with ${d.productivity} productivity score`)
+      .attr('aria-label', (d: NetworkNode) => `${d.name} committee with ${d.productivity} productivity score`)
       .call(
         d3
           .drag()
-          .on('start', (event: any) => this.dragStarted(event))
-          .on('drag', (event: any) => this.dragged(event))
-          .on('end', (event: any) => this.dragEnded(event)),
+          .on('start', (event: { active: boolean; subject: NetworkNode }) => this.dragStarted(event))
+          .on('drag', (event: { x: number; y: number; subject: NetworkNode }) => this.dragged(event))
+          .on('end', (event: { active: boolean; subject: NetworkNode }) => this.dragEnded(event)),
       );
 
     node
       .append('circle')
-      .attr('r', (d: any) => d.radius)
-      .attr('fill', (d: any) => d.color)
+      .attr('r', (d: NetworkNode) => d.radius)
+      .attr('fill', (d: NetworkNode) => d.color)
       .attr('stroke', 'var(--card-bg)')
       .attr('stroke-width', 2);
 
@@ -372,20 +372,20 @@ class NetworkDiagram {
       .attr('font-size', '12px')
       .attr('font-weight', 'bold')
       .attr('fill', 'var(--text-color)')
-      .text((d: any) => d.code);
+      .text((d: NetworkNode) => d.code);
 
     node
       .append('title')
-      .text((d: any) => `${d.name}\nProductivity: ${d.productivity}\nDecisions: ${d.decisions}`);
+      .text((d: NetworkNode) => `${d.name}\nProductivity: ${d.productivity}\nDecisions: ${d.decisions}`);
 
     this.simulation.on('tick', () => {
       link
-        .attr('x1', (d: any) => d.source.x)
-        .attr('y1', (d: any) => d.source.y)
-        .attr('x2', (d: any) => d.target.x)
-        .attr('y2', (d: any) => d.target.y);
+        .attr('x1', (d: NetworkLink) => (d.source as NetworkNode).x ?? 0)
+        .attr('y1', (d: NetworkLink) => (d.source as NetworkNode).y ?? 0)
+        .attr('x2', (d: NetworkLink) => (d.target as NetworkNode).x ?? 0)
+        .attr('y2', (d: NetworkLink) => (d.target as NetworkNode).y ?? 0);
 
-      node.attr('transform', (d: any) => `translate(${d.x},${d.y})`);
+      node.attr('transform', (d: NetworkNode) => `translate(${d.x},${d.y})`);
     });
 
     this.addLegend(width, height);
@@ -487,8 +487,8 @@ class NetworkDiagram {
 
     for (const node of nodes) {
       const connections = links.filter((l) => {
-        const sourceId = typeof l.source === 'string' ? l.source : (l.source as any)?.id;
-        const targetId = typeof l.target === 'string' ? l.target : (l.target as any)?.id;
+        const sourceId = typeof l.source === 'string' ? l.source : (l.source as NetworkNode)?.id;
+        const targetId = typeof l.target === 'string' ? l.target : (l.target as NetworkNode)?.id;
         return sourceId === node.id || targetId === node.id;
       }).length;
       html += `<tr>
@@ -504,18 +504,18 @@ class NetworkDiagram {
   }
 
   /* Drag handlers */
-  private dragStarted(event: any): void {
+  private dragStarted(event: { active: boolean; subject: NetworkNode }): void {
     if (!event.active) this.simulation.alphaTarget(0.3).restart();
     event.subject.fx = event.subject.x;
     event.subject.fy = event.subject.y;
   }
 
-  private dragged(event: any): void {
+  private dragged(event: { x: number; y: number; subject: NetworkNode }): void {
     event.subject.fx = event.x;
     event.subject.fy = event.y;
   }
 
-  private dragEnded(event: any): void {
+  private dragEnded(event: { active: boolean; subject: NetworkNode }): void {
     if (!event.active) this.simulation.alphaTarget(0);
     event.subject.fx = null;
     event.subject.fy = null;
@@ -529,7 +529,7 @@ class NetworkDiagram {
 class ProductivityHeatMap {
   private containerId: string;
   private data: AllCommitteeData;
-  private svg: any;
+  private svg: unknown;
 
   constructor(containerId: string, data: AllCommitteeData) {
     this.containerId = containerId;
@@ -579,16 +579,16 @@ class ProductivityHeatMap {
       .data(matrix)
       .enter()
       .append('rect')
-      .attr('x', (d: any) => xScale(d.year))
-      .attr('y', (d: any) => yScale(d.committee))
+      .attr('x', (d: HeatMapCell) => xScale(d.year))
+      .attr('y', (d: HeatMapCell) => yScale(d.committee))
       .attr('width', xScale.bandwidth())
       .attr('height', yScale.bandwidth())
-      .attr('fill', (d: any) => colorScale(d.value))
+      .attr('fill', (d: HeatMapCell) => colorScale(d.value))
       .attr('stroke', 'var(--card-bg)')
       .attr('stroke-width', 1)
       .attr('tabindex', '0')
       .attr('role', 'button')
-      .attr('aria-label', (d: any) => `${d.committee} in ${d.year}: ${d.value.toFixed(1)} productivity`)
+      .attr('aria-label', (d: HeatMapCell) => `${d.committee} in ${d.year}: ${d.value.toFixed(1)} productivity`)
       .on('mouseover', function (this: SVGRectElement) {
         d3.select(this).attr('stroke', 'var(--accent-color)').attr('stroke-width', 2);
       })
@@ -596,7 +596,7 @@ class ProductivityHeatMap {
         d3.select(this).attr('stroke', 'var(--card-bg)').attr('stroke-width', 1);
       })
       .append('title')
-      .text((d: any) => `${d.committee} (${d.year})\nProductivity: ${d.value.toFixed(1)}`);
+      .text((d: HeatMapCell) => `${d.committee} (${d.year})\nProductivity: ${d.value.toFixed(1)}`);
 
     // X axis
     g.append('g')
@@ -675,7 +675,7 @@ class ProductivityHeatMap {
   }
 
   /** Add a gradient color legend below the heatmap. */
-  private addColorLegend(g: any, _colorScale: any, innerWidth: number, innerHeight: number): void {
+  private addColorLegend(g: unknown, _colorScale: unknown, innerWidth: number, innerHeight: number): void {
     const legendWidth = 200;
     const legendHeight = 15;
 
@@ -735,7 +735,7 @@ class ProductivityHeatMap {
 /* ------------------------------------------------------------------ */
 
 class ChartJSVisualizations {
-  private charts: Record<string, any>;
+  private charts: Record<string, unknown>;
 
   constructor() {
     this.charts = {};
@@ -805,7 +805,7 @@ class ChartJSVisualizations {
         plugins: {
           title: { display: true, text: 'Committee Productivity Comparison', color: textColor, font: { size: 16, weight: 'bold' } },
           legend: { display: false },
-          tooltip: { callbacks: { label: (context: any) => `Productivity: ${context.parsed.y.toFixed(1)}` } },
+          tooltip: { callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => `Productivity: ${context.parsed.y.toFixed(1)}` } },
         },
         scales: {
           y: { beginAtZero: true, max: 100, title: { display: true, text: 'Productivity Score (0-100)', color: textColor }, ticks: { color: textColor }, grid: { color: borderColor } },
@@ -877,7 +877,7 @@ class ChartJSVisualizations {
         plugins: {
           title: { display: true, text: 'Decision Outcomes by Year', color: textColor, font: { size: 16, weight: 'bold' } },
           legend: { labels: { color: textColor } },
-          tooltip: { callbacks: { label: (context: any) => `${context.dataset.label}: ${context.parsed.y.toFixed(1)}%` } },
+          tooltip: { callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => `${context.dataset.label}: ${context.parsed.y.toFixed(1)}%` } },
         },
         scales: {
           x: { stacked: true, title: { display: true, text: 'Year', color: textColor }, ticks: { color: textColor }, grid: { color: gridColor } },
@@ -945,7 +945,7 @@ class ChartJSVisualizations {
         plugins: {
           title: { display: true, text: 'Quarterly Activity Patterns (2023-2025)', color: textColor, font: { size: 16, weight: 'bold' } },
           legend: { labels: { color: textColor } },
-          tooltip: { callbacks: { label: (context: any) => `${context.dataset.label}: ${context.parsed.y} activity score` } },
+          tooltip: { callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => `${context.dataset.label}: ${context.parsed.y} activity score` } },
         },
         scales: {
           y: { beginAtZero: true, max: 100, title: { display: true, text: 'Activity Score', color: textColor }, ticks: { color: textColor }, grid: { color: gridColor } },
@@ -1075,7 +1075,7 @@ async function initializeDashboard(): Promise<void> {
 
     hideLoadingIndicator();
     logger.info('[CommitteeDashboard] Initialization complete');
-  } catch (error: any) {
+  } catch (error: unknown) {
     logger.error('[CommitteeDashboard] Initialization failed:', error);
     showErrorMessage(error.message);
   } finally {
diff --git a/src/browser/dashboards/election-cycle.ts b/src/browser/dashboards/election-cycle.ts
index a51a94c18e..a4c3939cd1 100644
--- a/src/browser/dashboards/election-cycle.ts
+++ b/src/browser/dashboards/election-cycle.ts
@@ -36,9 +36,9 @@ import {
 
 import type { CSVRow } from '../shared/index.js';
 
-const d3 = (globalThis as any).d3;
-const Chart = (globalThis as any).Chart;
-const Papa = (globalThis as any).Papa;
+const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+const Papa = (globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } } }).Papa;
 
 // ============================================================================
 // INTERFACES
@@ -286,7 +286,7 @@ export class ElectionCycleDataManager {
 // ============================================================================
 
 class ElectionCycleCharts {
-  private charts: Record<string, any> = {};
+  private charts: Record<string, unknown> = {};
 
   constructor(
     _dataManager: ElectionCycleDataManager,
@@ -317,7 +317,7 @@ class ElectionCycleCharts {
     this.charts[canvasId] = new Chart(ctx, {
       type: 'line', data: { datasets },
       options: { responsive: true, maintainAspectRatio: false, interaction: { mode: 'index', intersect: false },
-        plugins: { title: { display: true, text: this.translations.charts.timeline.title, font: { size: 16, weight: 'bold' } }, legend: { display: true, position: 'bottom' }, tooltip: { callbacks: { label: (context: any) => `${context.dataset.label}: ${context.parsed.y ? context.parsed.y.toFixed(2) : 'N/A'}` } } },
+        plugins: { title: { display: true, text: this.translations.charts.timeline.title, font: { size: 16, weight: 'bold' } }, legend: { display: true, position: 'bottom' }, tooltip: { callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => `${context.dataset.label}: ${context.parsed.y ? context.parsed.y.toFixed(2) : 'N/A'}` } } },
         scales: { x: { type: 'category', title: { display: true, text: this.translations.filters.cycle } }, y: { beginAtZero: false, min: 50, max: 100, title: { display: true, text: 'Performance Score' } } }
       }
     });
@@ -354,9 +354,9 @@ class ElectionCycleCharts {
     const yScale = d3.scaleBand().domain(parties).range([0, parties.length * cellSize]).padding(0.05);
 
     g.selectAll('rect').data(heatmapData).enter().append('rect')
-      .attr('x', (d: any) => xScale(d.cycle)).attr('y', (d: any) => yScale(d.party)).attr('width', xScale.bandwidth()).attr('height', yScale.bandwidth())
-      .attr('fill', (d: any) => colorScale(d.approval)).attr('stroke', '#fff').attr('stroke-width', 1)
-      .append('title').text((d: any) => `${d.party} - ${d.cycle}\nApproval: ${d.approval.toFixed(1)}%\n${d.effectiveness}`);
+      .attr('x', (d: { party: string; cycle: string; approval: number; effectiveness: string }) => xScale(d.cycle)).attr('y', (d: { party: string; cycle: string; approval: number; effectiveness: string }) => yScale(d.party)).attr('width', xScale.bandwidth()).attr('height', yScale.bandwidth())
+      .attr('fill', (d: { party: string; cycle: string; approval: number; effectiveness: string }) => colorScale(d.approval)).attr('stroke', '#fff').attr('stroke-width', 1)
+      .append('title').text((d: { party: string; cycle: string; approval: number; effectiveness: string }) => `${d.party} - ${d.cycle}\nApproval: ${d.approval.toFixed(1)}%\n${d.effectiveness}`);
 
     g.append('g').attr('transform', `translate(0,${parties.length * cellSize})`).call(d3.axisBottom(xScale)).selectAll('text').attr('transform', 'rotate(-45)').style('text-anchor', 'end');
     g.append('g').call(d3.axisLeft(yScale));
@@ -369,7 +369,7 @@ class ElectionCycleCharts {
     const ctx = canvas.getContext('2d');
     if (this.charts[canvasId]) this.charts[canvasId].destroy();
 
-    const stableData: any[] = []; const escalationData: any[] = [];
+    const stableData: { x: string; y: number; r: number; confidence: string; ministries: string | number }[] = []; const escalationData: { x: string; y: number; r: number; confidence: string; ministries: string | number }[] = [];
     predictiveData.forEach(d => {
       const point = { x: d['election_cycle_id'] || d['cycle_year'], y: parseFloat(String(d['avg_risk_score_change'] ?? 0)), r: Math.sqrt((Number(d['politicians_at_risk']) || 0) / 10) + 3, confidence: d['forecast_confidence'] || 'unknown', ministries: d['ministries_at_risk'] || 0 };
       if (d['risk_forecast_category'] === 'STABLE') stableData.push(point); else if (d['risk_forecast_category'] === 'RAPID_ESCALATION') escalationData.push(point);
@@ -380,7 +380,7 @@ class ElectionCycleCharts {
         { label: 'STABLE', data: stableData, backgroundColor: CONFIG.riskColors['STABLE'] + '80', borderColor: CONFIG.riskColors['STABLE'], borderWidth: 2 },
         { label: 'RAPID_ESCALATION', data: escalationData, backgroundColor: CONFIG.riskColors['RAPID_ESCALATION'] + '80', borderColor: CONFIG.riskColors['RAPID_ESCALATION'], borderWidth: 2 }
       ] },
-      options: { responsive: true, maintainAspectRatio: false, plugins: { title: { display: true, text: this.translations.charts.risk.title, font: { size: 16, weight: 'bold' } }, legend: { display: true, position: 'bottom' }, tooltip: { callbacks: { label: (context: any) => { const data = context.raw; return [`Risk Change: ${data.y.toFixed(2)}`, `Politicians at Risk: ${Math.round(Math.pow((data.r - 3), 2) * 10)}`, `Confidence: ${data.confidence}`]; } } } }, scales: { x: { type: 'category', title: { display: true, text: this.translations.filters.cycle } }, y: { title: { display: true, text: 'Avg Risk Score Change' } } } }
+      options: { responsive: true, maintainAspectRatio: false, plugins: { title: { display: true, text: this.translations.charts.risk.title, font: { size: 16, weight: 'bold' } }, legend: { display: true, position: 'bottom' }, tooltip: { callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => { const data = context.raw; return [`Risk Change: ${data.y.toFixed(2)}`, `Politicians at Risk: ${Math.round(Math.pow((data.r - 3), 2) * 10)}`, `Confidence: ${data.confidence}`]; } } } }, scales: { x: { type: 'category', title: { display: true, text: this.translations.filters.cycle } }, y: { title: { display: true, text: 'Avg Risk Score Change' } } } }
     });
   }
 
diff --git a/src/browser/dashboards/ministry-dashboard.ts b/src/browser/dashboards/ministry-dashboard.ts
index c4801fe1c5..1ebb78d1c9 100644
--- a/src/browser/dashboards/ministry-dashboard.ts
+++ b/src/browser/dashboards/ministry-dashboard.ts
@@ -47,7 +47,7 @@ import {
 import type { CSVRow } from '../shared/index.js';
 
 // D3 is loaded as a global <script> for DOM manipulation / SVG features
-const d3 = (globalThis as any).d3;
+const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
 
 // ============================================================================
 // INTERFACES
@@ -1043,7 +1043,7 @@ function renderInfluenceChart(
   const canvas = document.getElementById(canvasId) as HTMLCanvasElement | null;
   if (!canvas || !data || data.length === 0) return;
 
-  const Chart = (globalThis as any).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   if (!Chart) return;
 
   const sorted = [...data].sort((a, b) => (Number(b.influence) || 0) - (Number(a.influence) || 0)).slice(0, 10);
@@ -1061,7 +1061,7 @@ function renderInfluenceChart(
       indexAxis: 'y',
       responsive: true,
       maintainAspectRatio: false,
-      plugins: { legend: { display: false }, tooltip: { backgroundColor: 'rgba(0,0,0,0.8)', callbacks: { label: (ctx: any) => `Influence: ${ctx.parsed.x.toFixed(2)}` } } },
+      plugins: { legend: { display: false }, tooltip: { backgroundColor: 'rgba(0,0,0,0.8)', callbacks: { label: (ctx: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => `Influence: ${ctx.parsed.x.toFixed(2)}` } } },
       scales: {
         x: { beginAtZero: true, max: 100, ticks: { color: 'var(--text-color)' }, grid: { color: 'var(--border-color)' } },
         y: { ticks: { color: 'var(--text-color)', font: { size: 12 } }, grid: { display: false } },
@@ -1078,7 +1078,7 @@ function renderProductivityChart(
   const canvas = document.getElementById(canvasId) as HTMLCanvasElement | null;
   if (!canvas || !data || data.length === 0) return;
 
-  const Chart = (globalThis as any).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   if (!Chart) return;
 
   const ministryTranslations = MINISTRY_TRANSLATIONS[lang] || MINISTRY_TRANSLATIONS.en;
@@ -1117,7 +1117,7 @@ function renderDecisionImpactChart(
   const canvas = document.getElementById(canvasId) as HTMLCanvasElement | null;
   if (!canvas || !data || data.length === 0) return;
 
-  const Chart = (globalThis as any).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   if (!Chart) return;
 
   const ministries = Array.from(new Set(data.map((d) => d.ministry))).slice(0, 5);
diff --git a/src/browser/dashboards/party-dashboard.ts b/src/browser/dashboards/party-dashboard.ts
index f59015783c..99f692465c 100644
--- a/src/browser/dashboards/party-dashboard.ts
+++ b/src/browser/dashboards/party-dashboard.ts
@@ -735,7 +735,7 @@ async function fetchData(filename: string): Promise<CSVRow[]> {
 
 /** Apply cyberpunk-themed Chart.js global defaults. */
 function initChartDefaults(): void {
-  const Chart = (globalThis as any).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   if (typeof Chart === 'undefined') {
     logger.error('Chart.js not loaded');
     return;
@@ -767,7 +767,7 @@ function createEffectivenessChart(data: CSVRow[]): void {
   const ctx = document.getElementById('partyEffectivenessChart') as HTMLCanvasElement | null;
   if (!ctx) return;
 
-  const Chart = (globalThis as any).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   const t = getTranslations();
 
   // Update ARIA label for current language with fallback to English
@@ -836,7 +836,7 @@ function createEffectivenessChart(data: CSVRow[]): void {
         legend: { display: true, position: 'bottom' },
         tooltip: {
           callbacks: {
-            label(context: any) {
+            label(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) {
               return `${context.dataset.label}: ${(context.parsed.y as number).toFixed(1)}`;
             },
           },
@@ -872,7 +872,7 @@ function createComparisonChart(data: CSVRow[]): void {
   const ctx = document.getElementById('partyComparisonChart') as HTMLCanvasElement | null;
   if (!ctx) return;
 
-  const Chart = (globalThis as any).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   const t = getTranslations();
 
   // Update ARIA label for current language with fallback to English
@@ -932,7 +932,7 @@ function createComparisonChart(data: CSVRow[]): void {
         legend: { display: false },
         tooltip: {
           callbacks: {
-            label(context: any) {
+            label(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) {
               return `Score: ${(context.parsed.x as number).toFixed(1)}`;
             },
           },
@@ -1055,7 +1055,7 @@ function createMomentumChart(data: CSVRow[]): void {
   const ctx = document.getElementById('partyMomentumChart') as HTMLCanvasElement | null;
   if (!ctx) return;
 
-  const Chart = (globalThis as any).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   const t = getTranslations();
 
   // Update ARIA label for current language with fallback to English
@@ -1116,7 +1116,7 @@ function createMomentumChart(data: CSVRow[]): void {
         legend: { display: true, position: 'right' },
         tooltip: {
           callbacks: {
-            label(context: any) {
+            label(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) {
               const total = (context.dataset.data as number[]).reduce(
                 (a: number, b: number) => a + b,
                 0,
@@ -1160,7 +1160,7 @@ export async function init(): Promise<void> {
   }
 
   // Wait for Chart.js to load
-  const Chart = (globalThis as any).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   if (typeof Chart === 'undefined') {
     logger.error('Chart.js not loaded. Please include Chart.js before this script.');
     return;
diff --git a/src/browser/dashboards/politician-dashboard.ts b/src/browser/dashboards/politician-dashboard.ts
index fac3461484..bf28473272 100644
--- a/src/browser/dashboards/politician-dashboard.ts
+++ b/src/browser/dashboards/politician-dashboard.ts
@@ -39,7 +39,7 @@ import {
 
 import type { CSVRow } from '../shared/index.js';
 
-const Chart = (globalThis as any).Chart;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
 
 // ============================================================================
 // INTERFACES
@@ -290,7 +290,7 @@ function createCareerTrajectoryChart(data: CSVRow[]): void {
   const ctx = canvas.getContext('2d');
   if (!ctx) return;
 
-  let chartData: any;
+  let chartData: Record<string, unknown>;
   if (data && data.length > 0) {
     const byPeriod: Record<
       string,
@@ -405,7 +405,7 @@ function createProductivityInfluenceChart(
   const ctx = canvas.getContext('2d');
   if (!ctx) return;
 
-  let chartData: any;
+  let chartData: Record<string, unknown>;
   if (riskData && riskData.length > 0 && influenceData && influenceData.length > 0) {
     const influenceLookup: Record<string, { connections: number; classification: string }> = {};
     influenceData.forEach((row) => {
@@ -476,7 +476,7 @@ function createProductivityInfluenceChart(
           borderColor: '#00d9ff',
           borderWidth: 1,
           callbacks: {
-            label(context: any) {
+            label(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) {
               const raw = context.raw as BubblePoint;
               return [
                 raw.name ? `${raw.name} (${raw.party})` : '',
diff --git a/src/browser/dashboards/pre-election.ts b/src/browser/dashboards/pre-election.ts
index dc8cbd03eb..c08696137f 100644
--- a/src/browser/dashboards/pre-election.ts
+++ b/src/browser/dashboards/pre-election.ts
@@ -30,7 +30,7 @@ import {
 
 import type { CSVRow } from '../shared/index.js';
 
-const Chart = (globalThis as any).Chart;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
 
 // ============================================================================
 // INTERFACES
@@ -255,9 +255,9 @@ class PreElectionDataManager {
       headers.forEach((header, index) => {
         const value = values[index]?.trim() || '';
         if (!isNaN(Number(value)) && value !== '') {
-          (row as any)[header] = parseFloat(value);
+          (row as Record<string, string | number>)[header] = parseFloat(value);
         } else {
-          (row as any)[header] = value;
+          (row as Record<string, string | number>)[header] = value;
         }
       });
       data.push(row);
@@ -386,7 +386,7 @@ class PreElectionCharts {
       options: {
         responsive: true, maintainAspectRatio: false,
         interaction: { mode: 'index', intersect: false },
-        plugins: { legend: { position: 'top', labels: { color: '#e0e0e0' } }, tooltip: { callbacks: { label: (context: any) => { let label = context.dataset.label || ''; if (label) label += ': '; label += context.parsed.y.toLocaleString(); return label; } } } },
+        plugins: { legend: { position: 'top', labels: { color: '#e0e0e0' } }, tooltip: { callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => { let label = context.dataset.label || ''; if (label) label += ': '; label += context.parsed.y.toLocaleString(); return label; } } } },
         scales: {
           y1: { type: 'linear', position: 'left', title: { display: true, text: t.chartLabels['ballots'], color: CONFIG.chartColors.ballots }, ticks: { color: '#e0e0e0' }, grid: { color: '#ffffff22' } },
           y2: { type: 'linear', position: 'right', title: { display: true, text: t.chartLabels['documents'], color: CONFIG.chartColors.documents }, ticks: { color: '#e0e0e0' }, grid: { drawOnChartArea: false } },
@@ -415,7 +415,7 @@ class PreElectionCharts {
       },
       options: {
         responsive: true, maintainAspectRatio: false,
-        plugins: { legend: { position: 'top', labels: { color: '#e0e0e0' } }, tooltip: { callbacks: { label: (context: any) => context.dataset.label + ': ' + (context.parsed.y || 0).toLocaleString() + ' ' + t.chartLabels['ballots'].toLowerCase() } } },
+        plugins: { legend: { position: 'top', labels: { color: '#e0e0e0' } }, tooltip: { callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => context.dataset.label + ': ' + (context.parsed.y || 0).toLocaleString() + ' ' + t.chartLabels['ballots'].toLowerCase() } } },
         scales: { y: { beginAtZero: true, title: { display: true, text: 'Total Ballots', color: '#e0e0e0' }, ticks: { color: '#e0e0e0' }, grid: { color: '#ffffff22' } }, x: { ticks: { color: '#e0e0e0', maxRotation: 45, minRotation: 45 }, grid: { color: '#ffffff22' } } }
       }
     });
@@ -501,7 +501,7 @@ class PreElectionCharts {
       },
       options: {
         responsive: true, maintainAspectRatio: false,
-        plugins: { legend: { display: false }, tooltip: { callbacks: { label: (context: any) => { const value = context.parsed.y; const label = context.label; if (label.includes('Change')) return (value > 0 ? '+' : '') + value.toLocaleString() + ' ballots'; return value.toLocaleString() + ' ballots'; } } } },
+        plugins: { legend: { display: false }, tooltip: { callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => { const value = context.parsed.y; const label = context.label; if (label.includes('Change')) return (value > 0 ? '+' : '') + value.toLocaleString() + ' ballots'; return value.toLocaleString() + ' ballots'; } } } },
         scales: { y: { title: { display: true, text: 'Ballots', color: '#e0e0e0' }, ticks: { color: '#e0e0e0' }, grid: { color: '#ffffff22' } }, x: { ticks: { color: '#e0e0e0' }, grid: { color: '#ffffff22' } } }
       }
     });
diff --git a/src/browser/dashboards/risk-dashboard.ts b/src/browser/dashboards/risk-dashboard.ts
index 6015516b7c..626be087da 100644
--- a/src/browser/dashboards/risk-dashboard.ts
+++ b/src/browser/dashboards/risk-dashboard.ts
@@ -37,8 +37,8 @@ import type { CSVRow, ChartTooltipContext } from '../shared/index.js';
 // D3 is loaded as a global <script> for its DOM manipulation / SVG features.
 // Its surface is too broad to retype structurally without forcing @types/d3
 // into the browser tsconfig, so we keep one localised `any` here.
-// eslint-disable-next-line @typescript-eslint/no-explicit-any -- d3 global; structural typing not viable here.
-const d3 = (globalThis as any).d3;
+ 
+const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
 
 // ============================================================================
 // INTERFACES
diff --git a/src/browser/shared/global-libs.ts b/src/browser/shared/global-libs.ts
new file mode 100644
index 0000000000..e8f24aa06e
--- /dev/null
+++ b/src/browser/shared/global-libs.ts
@@ -0,0 +1,42 @@
+/**
+ * @module Shared/GlobalLibs
+ * @description Type declarations for global libraries loaded via CDN script tags.
+ * Provides type-safe access to Chart.js, D3.js, and PapaParse without `any`.
+ *
+ * @author Hack23 AB
+ * @license Apache-2.0
+ */
+
+import type * as d3Namespace from 'd3';
+
+/** Minimal Chart.js constructor interface for dashboard usage. */
+export interface ChartConstructor {
+  new (ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown;
+  register(...items: unknown[]): void;
+}
+
+/** Chart.js tooltip callback context (minimal subset used in dashboards). */
+export interface ChartTooltipContext {
+  parsed: { x: number; y: number };
+  dataset: { label?: string };
+  label: string;
+  raw: Record<string, unknown>;
+}
+
+/** PapaParse interface for CSV parsing. */
+export interface PapaParseStatic {
+  parse(input: string, config?: Record<string, unknown>): { data: string[][] };
+}
+
+/** D3 library type alias. */
+export type D3Static = typeof d3Namespace;
+
+/** Interface representing the CDN-loaded globals on globalThis. */
+export interface DashboardGlobals {
+  d3: D3Static;
+  Chart: ChartConstructor;
+  Papa: PapaParseStatic;
+}
+
+/** Type-safe accessor for CDN-loaded globals. */
+export const globals = globalThis as unknown as DashboardGlobals;
diff --git a/src/browser/shared/index.ts b/src/browser/shared/index.ts
index 2f9188993c..0579d0c534 100644
--- a/src/browser/shared/index.ts
+++ b/src/browser/shared/index.ts
@@ -17,6 +17,7 @@ export * from './dom-utils.js';
 export * from './data-loader.js';
 export * from './fallback-ui.js';
 export * from './error-boundary.js';
+export * from './global-libs.js';
 
 // Note: chart-factory is intentionally excluded from this barrel export
 // to keep the root entry point free of chart.js type dependencies.
diff --git a/src/browser/shared/register-globals.ts b/src/browser/shared/register-globals.ts
index b64261659a..66e2ded70a 100644
--- a/src/browser/shared/register-globals.ts
+++ b/src/browser/shared/register-globals.ts
@@ -2,8 +2,8 @@
  * @module Shared/RegisterGlobals
  * @description Imports Chart.js, D3.js, and Papa Parse as ES modules and registers them on globalThis.
  *
- * Dashboard modules access these libraries via `(globalThis as any).Chart`,
- * `(globalThis as any).d3`, and `(globalThis as any).Papa`. ES module side-effect
+ * Dashboard modules access these libraries via `(globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart`,
+ * `(globalThis as unknown as { d3: typeof import('d3') }).d3`, and `(globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } } }).Papa`. ES module side-effect
  * imports (`import 'chart.js/auto'`) do NOT set globals, so this module must be
  * imported before any dashboard module to ensure the globals are available at
  * module initialization time (when the importing module is first executed).
@@ -16,7 +16,7 @@ import * as d3 from 'd3';
 import Papa from 'papaparse';
 
 export function registerBrowserGlobals(): void {
-  // Expose on globalThis so dashboard modules can access via (globalThis as any).Chart / .d3 / .Papa
+  // Expose on globalThis so dashboard modules can access via (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart / .d3 / .Papa
   (globalThis as Record<string, unknown>).Chart = Chart;
   (globalThis as Record<string, unknown>).d3 = d3;
   (globalThis as Record<string, unknown>).Papa = Papa;

From 23958927b2291533fb0f8e42acc6de041c6dbf31 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Wed, 6 May 2026 09:10:25 +0000
Subject: [PATCH 3/4] feat: promote ESLint no-explicit-any to error, update
 knip entry points, fix typedoc config

- Promote @typescript-eslint/no-explicit-any from warn to error
- Promote no-unused-vars from warn to error
- Add missing script subdirectory entry points to knip.json
- Add csv and markdown to typedoc highlight languages
- Fix ChartConstructor type to accept HTMLCanvasElement
- Remove duplicate ChartTooltipContext export from global-libs.ts
- All 3327 tests pass, build succeeds, lint is clean

Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/78aa95e5-f033-4691-91f3-a8f29e9bcd60

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 analysis/daily/2026-04-17/realtime-1434/article.md   |  2 +-
 analysis/daily/2026-04-18/realtime-1705/article.md   |  2 +-
 analysis/daily/2026-04-18/weekly-review/article.md   |  2 +-
 analysis/daily/2026-04-19/deep-inspection/article.md |  2 +-
 analysis/daily/2026-04-19/month-ahead/article.md     |  2 +-
 analysis/daily/2026-04-19/monthly-review/article.md  |  2 +-
 analysis/daily/2026-04-19/realtime-1219/article.md   |  2 +-
 .../daily/2026-04-20/evening-analysis/article.md     |  2 +-
 analysis/daily/2026-04-20/interpellations/article.md |  2 +-
 analysis/daily/2026-04-20/motions/article.md         |  2 +-
 .../daily/2026-04-21/committeeReports/article.md     |  2 +-
 .../daily/2026-04-21/evening-analysis/article.md     |  2 +-
 analysis/daily/2026-04-21/motions/article.md         |  2 +-
 analysis/daily/2026-04-21/realtime-1353/article.md   |  2 +-
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 .../daily/2026-05-04/committee-reports/article.md    |  2 +-
 analysis/daily/2026-05-04/election-cycle/article.md  |  2 +-
 .../2026-05-04/election-cycle/current/article.md     |  2 +-
 .../daily/2026-05-04/election-cycle/next/article.md  |  2 +-
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 analysis/daily/2026-05-05/propositions/article.md    |  2 +-
 analysis/daily/2026-05-05/realtime-pulse/article.md  |  2 +-
 eslint.config.js                                     |  6 +++---
 knip.json                                            | 12 ++++++++++++
 news/2026-04-17-realtime-1434-en.html                |  8 ++++----
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 typedoc.json                                         |  2 ++
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+++ b/analysis/daily/2026-04-17/realtime-1434/article.md
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--- a/analysis/daily/2026-04-18/realtime-1705/article.md
+++ b/analysis/daily/2026-04-18/realtime-1705/article.md
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diff --git a/analysis/daily/2026-04-18/weekly-review/article.md b/analysis/daily/2026-04-18/weekly-review/article.md
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--- a/analysis/daily/2026-04-18/weekly-review/article.md
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--- a/analysis/daily/2026-04-19/monthly-review/article.md
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index 5889cdb396..bc008b3559 100644
--- a/analysis/daily/2026-04-22/realtime-2338/article.md
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diff --git a/analysis/daily/2026-04-23/committeeReports/article.md b/analysis/daily/2026-04-23/committeeReports/article.md
index 5c34934847..eecd78fb87 100644
--- a/analysis/daily/2026-04-23/committeeReports/article.md
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index 4326d858b9..e50a5d04cc 100644
--- a/analysis/daily/2026-04-23/month-ahead/article.md
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index 3f5a42d7e5..7f6c7b2165 100644
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index e317397876..4500509d2a 100644
--- a/analysis/daily/2026-04-23/motions/article.md
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index 5cc4106878..95f35e38f0 100644
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index 24f1cd537a..e8aa8cf075 100644
--- a/analysis/daily/2026-04-24/evening-analysis/article.md
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index 56ef3c165f..c43186e43c 100644
--- a/analysis/daily/2026-04-24/interpellations/article.md
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index b9be4c7d8c..d1fbd550b0 100644
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index bb0d60c0ad..8a8338deb2 100644
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index a3ef23b802..9c67075ff3 100644
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index bc0823e815..25fd32ba23 100644
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index b8362c6aca..d4dc6b7687 100644
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index 134b067dad..989bc8235e 100644
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index eaf3dd15b1..3e464e5247 100644
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index 431b3bc222..3b392f816c 100644
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index 9313c211f9..af26724f51 100644
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index ae09d2933f..e1c5734847 100644
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index 45ff24d4e1..8bde9f7b9e 100644
--- a/analysis/daily/2026-04-28/realtime-pulse/article.md
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index ad7711f272..212d567017 100644
--- a/analysis/daily/2026-04-29/committeeReports/article.md
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index ef259dc7fb..6c6e622a30 100644
--- a/analysis/daily/2026-04-29/evening-analysis/article.md
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index e0bd4a59da..c490e73532 100644
--- a/analysis/daily/2026-04-29/interpellations/article.md
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index 9e3f10039e..4a8d6cc220 100644
--- a/analysis/daily/2026-04-29/month-ahead/article.md
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index 82199c2fa0..374c7cf86f 100644
--- a/analysis/daily/2026-04-29/monthly-review/article.md
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index 43fa2a2aea..28795ebc56 100644
--- a/analysis/daily/2026-04-29/motions/article.md
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index 9f51a8e967..a0eeb8b5e8 100644
--- a/analysis/daily/2026-04-29/propositions/article.md
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index 0f06f00120..ade8c30f50 100644
--- a/analysis/daily/2026-04-29/realtime-pulse/article.md
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index 8d6460f08e..65c0d2dd66 100644
--- a/analysis/daily/2026-04-30/committeeReports/article.md
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index 507a252950..ccbade8bfb 100644
--- a/analysis/daily/2026-04-30/evening-analysis/article.md
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index 424d6a4750..6d0650dbcd 100644
--- a/analysis/daily/2026-04-30/interpellations/article.md
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index e202fa1fc8..bdc354a57c 100644
--- a/analysis/daily/2026-04-30/month-ahead/article.md
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index bf1dbbf99a..4d02566814 100644
--- a/analysis/daily/2026-04-30/motions/article.md
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index f6a4d7f369..ecd57a960e 100644
--- a/analysis/daily/2026-04-30/propositions/article.md
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index 55d205e354..bb5126ea4e 100644
--- a/analysis/daily/2026-04-30/realtime-pulse/article.md
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diff --git a/analysis/daily/2026-05-01/committeeReports/article.md b/analysis/daily/2026-05-01/committeeReports/article.md
index e3520567ac..c0061da7c3 100644
--- a/analysis/daily/2026-05-01/committeeReports/article.md
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index 3ed9345b85..de79e1e095 100644
--- a/analysis/daily/2026-05-01/interpellations/article.md
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index 43dce2020a..5ef1b15dbd 100644
--- a/analysis/daily/2026-05-01/month-ahead/article.md
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index d702db5ef7..446b957e3b 100644
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index 0c10260960..212a7aa429 100644
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index 84ca6310bd..d0df697f11 100644
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index 0625e3e04d..14ef0b8be6 100644
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index a4f6937abb..6d2f4292b1 100644
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--- a/analysis/daily/2026-05-04/election-cycle/article.md
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--- a/analysis/daily/2026-05-05/election-cycle/next/article.md
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 slug: 2026-05-05-election-cycle/next
 source_folder: analysis/daily/2026-05-05/election-cycle/next
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index 046fcb921d..897f1fda1b 100644
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 slug: 2026-05-05-interpellations
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index 54ffba2a59..744893c43c 100644
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 subfolder: motions
 slug: 2026-05-05-motions
 source_folder: analysis/daily/2026-05-05/motions
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index 0795a1cfff..b1a01ef11f 100644
--- a/analysis/daily/2026-05-05/propositions/article.md
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index b660947de5..4036cd23a9 100644
--- a/analysis/daily/2026-05-05/realtime-pulse/article.md
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@@ -5,7 +5,7 @@ date: 2026-05-05
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 slug: 2026-05-05-realtime-pulse
 source_folder: analysis/daily/2026-05-05/realtime-pulse
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index 97b39c479e..e76aa18e69 100644
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-      // Type-safety rules — warn to flag existing usage, enforce in new code
-      '@typescript-eslint/no-explicit-any': 'warn',
+      // Type-safety rules — enforced: zero any types allowed
+      '@typescript-eslint/no-explicit-any': 'error',
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diff --git a/knip.json b/knip.json
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+    "scripts/generate-news-indexes/**/*.ts",
+    "scripts/mcp-client/**/*.ts",
+    "scripts/parliamentary-data/**/*.ts",
+    "scripts/political-intelligence/**/*.ts",
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+    "scripts/rss/**/*.ts",
+    "scripts/shared/**/*.ts",
+    "scripts/sitemap-html/**/*.ts",
+    "scripts/sitemap-xml/**/*.ts",
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-          <p class="rm-footer-updated"><small>Last updated: <time datetime="2026-05-05T21:52:38.540Z">2026-05-05 21:52 UTC</time></small></p>
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-          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-05T21:52:39.804Z">2026-05-05 21:52 UTC</time></small></p>
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-          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-05T21:52:59.884Z">2026-05-05 21:52 UTC</time></small></p>
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-          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-05T21:53:02.127Z">2026-05-05 21:53 UTC</time></small></p>
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@@ -2655,7 +2655,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
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-          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-05T21:53:02.595Z">2026-05-05 21:53 UTC</time></small></p>
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-          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-05T21:53:09.682Z">2026-05-05 21:53 UTC</time></small></p>
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     <script type="application/ld+json">{"@context":"https://schema.org","@type":"WebPage","url":"https://riksdagsmonitor.com/news/2026-05-05-realtime-pulse-sv.html","inLanguage":"sv","speakable":{"@type":"SpeakableSpecification","cssSelector":[".rm-article-header h1",".rm-article-dek",".rm-article-body"]},"isPartOf":{"@type":"WebSite","@id":"https://riksdagsmonitor.com/#website"}}</script>
 
@@ -5560,7 +5560,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Byggd av
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-05T21:53:12.926Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-06T09:09:31.027Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Snabblänkar</h2>
diff --git a/political-intelligence.html b/political-intelligence.html
index 69d36d1c66..2ec35fa79e 100644
--- a/political-intelligence.html
+++ b/political-intelligence.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Political Intelligence">
-    <meta property="og:updated_time" content="2026-05-05T21:53:26.358Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.024Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Built by
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Last updated: <time datetime="2026-05-05T21:53:26.358Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Last updated: <time datetime="2026-05-06T09:09:44.024Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Quick Links</h2>
diff --git a/political-intelligence_ar.html b/political-intelligence_ar.html
index 242387702c..b93b6bb0b3 100644
--- a/political-intelligence_ar.html
+++ b/political-intelligence_ar.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor الاستخبارات السياسية">
-    <meta property="og:updated_time" content="2026-05-05T21:53:26.852Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.486Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · بُني بواسطة
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>آخر تحديث: <time datetime="2026-05-05T21:53:26.852Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>آخر تحديث: <time datetime="2026-05-06T09:09:44.486Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">روابط سريعة</h2>
diff --git a/political-intelligence_da.html b/political-intelligence_da.html
index 9cf492d141..96b28af954 100644
--- a/political-intelligence_da.html
+++ b/political-intelligence_da.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Politisk efterretning">
-    <meta property="og:updated_time" content="2026-05-05T21:53:26.482Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.142Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Bygget af
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Sidst opdateret: <time datetime="2026-05-05T21:53:26.482Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Sidst opdateret: <time datetime="2026-05-06T09:09:44.142Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Hurtige links</h2>
diff --git a/political-intelligence_de.html b/political-intelligence_de.html
index bc1bdb337c..2f8d55a545 100644
--- a/political-intelligence_de.html
+++ b/political-intelligence_de.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Politische Intelligenz">
-    <meta property="og:updated_time" content="2026-05-05T21:53:26.655Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.301Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Erstellt von
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Zuletzt aktualisiert: <time datetime="2026-05-05T21:53:26.655Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Zuletzt aktualisiert: <time datetime="2026-05-06T09:09:44.301Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Schnelllinks</h2>
diff --git a/political-intelligence_es.html b/political-intelligence_es.html
index 383a5c2544..34c90fca59 100644
--- a/political-intelligence_es.html
+++ b/political-intelligence_es.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Inteligencia política">
-    <meta property="og:updated_time" content="2026-05-05T21:53:26.754Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.397Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Construido por
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Última actualización: <time datetime="2026-05-05T21:53:26.754Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Última actualización: <time datetime="2026-05-06T09:09:44.397Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Enlaces rápidos</h2>
diff --git a/political-intelligence_fi.html b/political-intelligence_fi.html
index 3fcaafd762..7c7c206ea1 100644
--- a/political-intelligence_fi.html
+++ b/political-intelligence_fi.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Poliittinen tiedustelu">
-    <meta property="og:updated_time" content="2026-05-05T21:53:26.596Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.250Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Rakentaja
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Viimeksi päivitetty: <time datetime="2026-05-05T21:53:26.596Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Viimeksi päivitetty: <time datetime="2026-05-06T09:09:44.250Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Pikalinkit</h2>
diff --git a/political-intelligence_fr.html b/political-intelligence_fr.html
index 72c60f9c27..9229cf298f 100644
--- a/political-intelligence_fr.html
+++ b/political-intelligence_fr.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Intelligence politique">
-    <meta property="og:updated_time" content="2026-05-05T21:53:26.706Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.350Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Construit par
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Dernière mise à jour : <time datetime="2026-05-05T21:53:26.706Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Dernière mise à jour : <time datetime="2026-05-06T09:09:44.350Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Liens rapides</h2>
diff --git a/political-intelligence_he.html b/political-intelligence_he.html
index c9148c5300..aba4304a81 100644
--- a/political-intelligence_he.html
+++ b/political-intelligence_he.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor מודיעין פוליטי">
-    <meta property="og:updated_time" content="2026-05-05T21:53:26.909Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.539Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · נבנה על ידי
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>עודכן לאחרונה: <time datetime="2026-05-05T21:53:26.909Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>עודכן לאחרונה: <time datetime="2026-05-06T09:09:44.539Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">קישורים מהירים</h2>
diff --git a/political-intelligence_ja.html b/political-intelligence_ja.html
index a1c0f03c9a..1698a11fe9 100644
--- a/political-intelligence_ja.html
+++ b/political-intelligence_ja.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor 政治インテリジェンス">
-    <meta property="og:updated_time" content="2026-05-05T21:53:26.957Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.584Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · 制作:
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>最終更新: <time datetime="2026-05-05T21:53:26.957Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>最終更新: <time datetime="2026-05-06T09:09:44.584Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">クイックリンク</h2>
diff --git a/political-intelligence_ko.html b/political-intelligence_ko.html
index 357af68886..fd794f7b08 100644
--- a/political-intelligence_ko.html
+++ b/political-intelligence_ko.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor 정치 인텔리전스">
-    <meta property="og:updated_time" content="2026-05-05T21:53:27.004Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.628Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · 제작:
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>마지막 업데이트: <time datetime="2026-05-05T21:53:27.004Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>마지막 업데이트: <time datetime="2026-05-06T09:09:44.628Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">빠른 링크</h2>
diff --git a/political-intelligence_nl.html b/political-intelligence_nl.html
index 7324d07457..a8546ffd85 100644
--- a/political-intelligence_nl.html
+++ b/political-intelligence_nl.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Politieke inlichtingen">
-    <meta property="og:updated_time" content="2026-05-05T21:53:26.802Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.442Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Gebouwd door
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Laatst bijgewerkt: <time datetime="2026-05-05T21:53:26.802Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Laatst bijgewerkt: <time datetime="2026-05-06T09:09:44.442Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Snelle links</h2>
diff --git a/political-intelligence_no.html b/political-intelligence_no.html
index 12ffaf86fc..5dc790010c 100644
--- a/political-intelligence_no.html
+++ b/political-intelligence_no.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Politisk etterretning">
-    <meta property="og:updated_time" content="2026-05-05T21:53:26.539Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.196Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Bygget av
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Sist oppdatert: <time datetime="2026-05-05T21:53:26.539Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Sist oppdatert: <time datetime="2026-05-06T09:09:44.196Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Hurtiglenker</h2>
diff --git a/political-intelligence_sv.html b/political-intelligence_sv.html
index 12989e39e1..6230285223 100644
--- a/political-intelligence_sv.html
+++ b/political-intelligence_sv.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Politisk underrättelse">
-    <meta property="og:updated_time" content="2026-05-05T21:53:26.430Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.090Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Byggd av
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-05T21:53:26.430Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-06T09:09:44.090Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Snabblänkar</h2>
diff --git a/political-intelligence_zh.html b/political-intelligence_zh.html
index 5bef3905f7..457c0f4b3a 100644
--- a/political-intelligence_zh.html
+++ b/political-intelligence_zh.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor 政治情报">
-    <meta property="og:updated_time" content="2026-05-05T21:53:27.050Z">
+    <meta property="og:updated_time" content="2026-05-06T09:09:44.671Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · 构建者：
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>最后更新： <time datetime="2026-05-05T21:53:27.050Z">2026-05-05 21:53 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>最后更新： <time datetime="2026-05-06T09:09:44.671Z">2026-05-06 09:09 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">快速链接</h2>
diff --git a/scripts/coalition-dashboard/scenarios.ts b/scripts/coalition-dashboard/scenarios.ts
index 157eb0ca0d..a54dab244e 100644
--- a/scripts/coalition-dashboard/scenarios.ts
+++ b/scripts/coalition-dashboard/scenarios.ts
@@ -14,7 +14,7 @@
  * @license Apache-2.0
  */
 
-declare const Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
+declare const Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
 declare const d3: typeof import('d3');
 import type { PartyNode, CoalitionLink, VotingAnomaly, PartyConfig, DataCache, BehavioralPatterns, AnnualVotes, AnnualVoteEntry, CoalitionAlignment } from './types.js';
 
diff --git a/scripts/committees-dashboard.ts b/scripts/committees-dashboard.ts
index 0623e16abd..a8ea9d5285 100644
--- a/scripts/committees-dashboard.ts
+++ b/scripts/committees-dashboard.ts
@@ -44,7 +44,7 @@
   // This ensures late-loaded libraries (defer/async/dynamic ordering) are
   // always picked up correctly.
   let d3: typeof import('d3');
-  let Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
+  let Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
   let Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } };
 
   // ==============================================
@@ -1219,7 +1219,7 @@
     try {
       // Resolve browser globals here so late-loaded libraries are picked up.
       d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
-      Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown } }).Chart;
+      Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown } }).Chart;
       Papa = (globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } } }).Papa;
 
       // Check if required libraries are loaded
diff --git a/scripts/committees-dashboard/init.ts b/scripts/committees-dashboard/init.ts
index b1a09acc4e..262e4f3489 100644
--- a/scripts/committees-dashboard/init.ts
+++ b/scripts/committees-dashboard/init.ts
@@ -13,7 +13,7 @@
  */
 
 declare const d3: typeof import('d3');
-declare const Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
+declare const Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
 declare const Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } };
 
 import type { CommitteeData } from './types.js';
diff --git a/scripts/committees-dashboard/table.ts b/scripts/committees-dashboard/table.ts
index b3e63d81f9..0545d33d35 100644
--- a/scripts/committees-dashboard/table.ts
+++ b/scripts/committees-dashboard/table.ts
@@ -10,7 +10,7 @@
  * @license Apache-2.0
  */
 
-declare const Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
+declare const Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
 import { CONFIG } from './data.js';
 import type { CommitteeData, CommitteeDefinition, ProductivityMatrixRow, AnnualDocumentRow, SeasonalPatternRow } from './types.js';
 
diff --git a/scripts/committees-dashboard/types.ts b/scripts/committees-dashboard/types.ts
index 5f5b5ea718..9f7b818d25 100644
--- a/scripts/committees-dashboard/types.ts
+++ b/scripts/committees-dashboard/types.ts
@@ -13,7 +13,7 @@
 import type { SimulationNodeDatum, SimulationLinkDatum } from 'd3';
 
 // Chart.js and Papa Parse are loaded as browser globals via script tags
-declare const Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
+declare const Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown };
 declare const Papa: {
   parse(input: string, config?: {
     header?: boolean;
diff --git a/src/browser/cia/visualizations.ts b/src/browser/cia/visualizations.ts
index 3b3295227a..cf210bf84b 100644
--- a/src/browser/cia/visualizations.ts
+++ b/src/browser/cia/visualizations.ts
@@ -41,7 +41,7 @@ import type {
 /*  Global library reference (loaded via <script> tag)                */
 /* ------------------------------------------------------------------ */
 
-const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
 
 /* ------------------------------------------------------------------ */
 /*  Interfaces                                                        */
diff --git a/src/browser/dashboards/anomaly-detection.ts b/src/browser/dashboards/anomaly-detection.ts
index abd8151f79..b5c34d89bf 100644
--- a/src/browser/dashboards/anomaly-detection.ts
+++ b/src/browser/dashboards/anomaly-detection.ts
@@ -43,7 +43,7 @@ import {
 import type { CSVRow, DataSourceType } from '../shared/index.js';
 
 const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
-const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
 
 // ============================================================================
 // INTERFACES
diff --git a/src/browser/dashboards/coalition-dashboard.ts b/src/browser/dashboards/coalition-dashboard.ts
index d82bfd9a8f..b991474020 100644
--- a/src/browser/dashboards/coalition-dashboard.ts
+++ b/src/browser/dashboards/coalition-dashboard.ts
@@ -28,7 +28,7 @@ import {
 import type { DataSourceType } from '../shared/index.js';
 
 const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
-const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
 
 // ============================================================================
 // INTERFACES
diff --git a/src/browser/dashboards/committees-dashboard.ts b/src/browser/dashboards/committees-dashboard.ts
index e35e999191..3ce67a0ff8 100644
--- a/src/browser/dashboards/committees-dashboard.ts
+++ b/src/browser/dashboards/committees-dashboard.ts
@@ -27,7 +27,7 @@ import { logger, showDataSourceDisclaimer } from '../shared/index.js';
 /* ------------------------------------------------------------------ */
 
 const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
-const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
 const Papa = (globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } } }).Papa;
 
 /* ------------------------------------------------------------------ */
diff --git a/src/browser/dashboards/election-cycle.ts b/src/browser/dashboards/election-cycle.ts
index a4c3939cd1..438860b283 100644
--- a/src/browser/dashboards/election-cycle.ts
+++ b/src/browser/dashboards/election-cycle.ts
@@ -37,7 +37,7 @@ import {
 import type { CSVRow } from '../shared/index.js';
 
 const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
-const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
 const Papa = (globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } } }).Papa;
 
 // ============================================================================
diff --git a/src/browser/dashboards/ministry-dashboard.ts b/src/browser/dashboards/ministry-dashboard.ts
index 1ebb78d1c9..2215b62c99 100644
--- a/src/browser/dashboards/ministry-dashboard.ts
+++ b/src/browser/dashboards/ministry-dashboard.ts
@@ -1043,7 +1043,7 @@ function renderInfluenceChart(
   const canvas = document.getElementById(canvasId) as HTMLCanvasElement | null;
   if (!canvas || !data || data.length === 0) return;
 
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   if (!Chart) return;
 
   const sorted = [...data].sort((a, b) => (Number(b.influence) || 0) - (Number(a.influence) || 0)).slice(0, 10);
@@ -1078,7 +1078,7 @@ function renderProductivityChart(
   const canvas = document.getElementById(canvasId) as HTMLCanvasElement | null;
   if (!canvas || !data || data.length === 0) return;
 
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   if (!Chart) return;
 
   const ministryTranslations = MINISTRY_TRANSLATIONS[lang] || MINISTRY_TRANSLATIONS.en;
@@ -1117,7 +1117,7 @@ function renderDecisionImpactChart(
   const canvas = document.getElementById(canvasId) as HTMLCanvasElement | null;
   if (!canvas || !data || data.length === 0) return;
 
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   if (!Chart) return;
 
   const ministries = Array.from(new Set(data.map((d) => d.ministry))).slice(0, 5);
diff --git a/src/browser/dashboards/party-dashboard.ts b/src/browser/dashboards/party-dashboard.ts
index 99f692465c..4ee4959016 100644
--- a/src/browser/dashboards/party-dashboard.ts
+++ b/src/browser/dashboards/party-dashboard.ts
@@ -735,7 +735,7 @@ async function fetchData(filename: string): Promise<CSVRow[]> {
 
 /** Apply cyberpunk-themed Chart.js global defaults. */
 function initChartDefaults(): void {
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   if (typeof Chart === 'undefined') {
     logger.error('Chart.js not loaded');
     return;
@@ -767,7 +767,7 @@ function createEffectivenessChart(data: CSVRow[]): void {
   const ctx = document.getElementById('partyEffectivenessChart') as HTMLCanvasElement | null;
   if (!ctx) return;
 
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   const t = getTranslations();
 
   // Update ARIA label for current language with fallback to English
@@ -872,7 +872,7 @@ function createComparisonChart(data: CSVRow[]): void {
   const ctx = document.getElementById('partyComparisonChart') as HTMLCanvasElement | null;
   if (!ctx) return;
 
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   const t = getTranslations();
 
   // Update ARIA label for current language with fallback to English
@@ -1055,7 +1055,7 @@ function createMomentumChart(data: CSVRow[]): void {
   const ctx = document.getElementById('partyMomentumChart') as HTMLCanvasElement | null;
   if (!ctx) return;
 
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   const t = getTranslations();
 
   // Update ARIA label for current language with fallback to English
@@ -1160,7 +1160,7 @@ export async function init(): Promise<void> {
   }
 
   // Wait for Chart.js to load
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
   if (typeof Chart === 'undefined') {
     logger.error('Chart.js not loaded. Please include Chart.js before this script.');
     return;
diff --git a/src/browser/dashboards/politician-dashboard.ts b/src/browser/dashboards/politician-dashboard.ts
index bf28473272..07072b1d91 100644
--- a/src/browser/dashboards/politician-dashboard.ts
+++ b/src/browser/dashboards/politician-dashboard.ts
@@ -39,7 +39,7 @@ import {
 
 import type { CSVRow } from '../shared/index.js';
 
-const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
 
 // ============================================================================
 // INTERFACES
diff --git a/src/browser/dashboards/pre-election.ts b/src/browser/dashboards/pre-election.ts
index c08696137f..e8ab1aafe8 100644
--- a/src/browser/dashboards/pre-election.ts
+++ b/src/browser/dashboards/pre-election.ts
@@ -30,7 +30,7 @@ import {
 
 import type { CSVRow } from '../shared/index.js';
 
-const Chart = (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
 
 // ============================================================================
 // INTERFACES
diff --git a/src/browser/shared/global-libs.ts b/src/browser/shared/global-libs.ts
index e8f24aa06e..93be892e7f 100644
--- a/src/browser/shared/global-libs.ts
+++ b/src/browser/shared/global-libs.ts
@@ -11,18 +11,10 @@ import type * as d3Namespace from 'd3';
 
 /** Minimal Chart.js constructor interface for dashboard usage. */
 export interface ChartConstructor {
-  new (ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown;
+  new (ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown;
   register(...items: unknown[]): void;
 }
 
-/** Chart.js tooltip callback context (minimal subset used in dashboards). */
-export interface ChartTooltipContext {
-  parsed: { x: number; y: number };
-  dataset: { label?: string };
-  label: string;
-  raw: Record<string, unknown>;
-}
-
 /** PapaParse interface for CSV parsing. */
 export interface PapaParseStatic {
   parse(input: string, config?: Record<string, unknown>): { data: string[][] };
diff --git a/src/browser/shared/register-globals.ts b/src/browser/shared/register-globals.ts
index 66e2ded70a..139e74076b 100644
--- a/src/browser/shared/register-globals.ts
+++ b/src/browser/shared/register-globals.ts
@@ -2,7 +2,7 @@
  * @module Shared/RegisterGlobals
  * @description Imports Chart.js, D3.js, and Papa Parse as ES modules and registers them on globalThis.
  *
- * Dashboard modules access these libraries via `(globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart`,
+ * Dashboard modules access these libraries via `(globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart`,
  * `(globalThis as unknown as { d3: typeof import('d3') }).d3`, and `(globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } } }).Papa`. ES module side-effect
  * imports (`import 'chart.js/auto'`) do NOT set globals, so this module must be
  * imported before any dashboard module to ensure the globals are available at
@@ -16,7 +16,7 @@ import * as d3 from 'd3';
 import Papa from 'papaparse';
 
 export function registerBrowserGlobals(): void {
-  // Expose on globalThis so dashboard modules can access via (globalThis as unknown as { Chart: { new(ctx: CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart / .d3 / .Papa
+  // Expose on globalThis so dashboard modules can access via (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart / .d3 / .Papa
   (globalThis as Record<string, unknown>).Chart = Chart;
   (globalThis as Record<string, unknown>).d3 = d3;
   (globalThis as Record<string, unknown>).Papa = Papa;
diff --git a/typedoc.json b/typedoc.json
index b00db31815..f6d1b7f888 100644
--- a/typedoc.json
+++ b/typedoc.json
@@ -221,11 +221,13 @@
     "bash",
     "console",
     "css",
+    "csv",
     "graphql",
     "html",
     "javascript",
     "json",
     "jsonc",
+    "markdown",
     "mermaid",
     "sh",
     "shell",

From 5e65f41acf236454b012287b8963612b98d4dce0 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Wed, 6 May 2026 10:48:06 +0000
Subject: [PATCH 4/4] fix: resolve all TypeScript compile errors after
 no-explicit-any elimination
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- global-libs.ts: import ChartInstance from chart.js, add Defaults type for Chart.defaults, add PapaParseResult with errors field
- Export ChartConstructor for reuse in all dashboard files
- All dashboards: replace inline ChartConstructor type with import from global-libs.ts
- Fix Chart instances stored as `Record<string, unknown>` → `Record<string, ChartLike>` (anomaly-detection, committees, election-cycle)
- coalition-dashboard: add PartyNode type alias, use forceSimulation/forceLink generics, d3.drag<SVGGElement,PartyNode>(), fix PapaParse type for header:true, fix source.id string|object narrowing
- committees-dashboard: use d3.forceSimulation<NetworkNode>/forceLink<NetworkNode,NetworkLink> generics, d3.drag<SVGGElement,NetworkNode>(), fix svg/simulation types with definite-assignment, fix catch error cast, fix string|0 parseFloat, fix CSVRow/ChartLike imports
- election-cycle: fix PapaParse type for header:true, fix scaleBand ?? 0 fallback, fix bubble tooltip raw cast
- ministry-dashboard: fix scaleThreshold<number,string>(), fix tooltip Selection<HTMLDivElement> type
- party-dashboard: fix pie chart tooltip context (parsed: number, dataset with data[])
- politician-dashboard: double-assert BubblePoint via unknown
- risk-dashboard: fix d3.zoom<SVGSVGElement,unknown>(), rules as string[], xScale(String(d.rule)) ?? 0, dispatch cancelable:true, forEach string type

Agent-Logs-Url: https://github.com/Hack23/riksdagsmonitor/sessions/82b8214d-3f98-4004-a10b-1c3c691bd3c7

Co-authored-by: pethers <1726836+pethers@users.noreply.github.com>
---
 .../daily/2026-04-17/realtime-1434/article.md |  2 +-
 .../daily/2026-04-18/realtime-1705/article.md |  2 +-
 .../daily/2026-04-18/weekly-review/article.md |  2 +-
 .../2026-04-19/deep-inspection/article.md     |  2 +-
 .../daily/2026-04-19/month-ahead/article.md   |  2 +-
 .../2026-04-19/monthly-review/article.md      |  2 +-
 .../daily/2026-04-19/realtime-1219/article.md |  2 +-
 .../2026-04-20/evening-analysis/article.md    |  2 +-
 .../2026-04-20/interpellations/article.md     |  2 +-
 analysis/daily/2026-04-20/motions/article.md  |  2 +-
 .../2026-04-21/committeeReports/article.md    |  2 +-
 .../2026-04-21/evening-analysis/article.md    |  2 +-
 analysis/daily/2026-04-21/motions/article.md  |  2 +-
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 .../2026-04-22/evening-analysis/article.md    |  2 +-
 .../daily/2026-04-22/realtime-2338/article.md |  2 +-
 .../2026-04-23/committeeReports/article.md    |  2 +-
 .../daily/2026-04-23/month-ahead/article.md   |  2 +-
 .../2026-04-23/monthly-review/article.md      |  2 +-
 analysis/daily/2026-04-23/motions/article.md  |  2 +-
 .../2026-04-24/committeeReports/article.md    |  2 +-
 .../2026-04-24/evening-analysis/article.md    |  2 +-
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 analysis/daily/2026-04-24/motions/article.md  |  2 +-
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 .../daily/2026-04-25/month-ahead/article.md   |  2 +-
 .../2026-04-25/monthly-review/article.md      |  2 +-
 .../2026-04-26/committeeReports/article.md    |  2 +-
 .../2026-04-26/evening-analysis/article.md    |  2 +-
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 .../daily/2026-04-26/month-ahead/article.md   |  2 +-
 .../2026-04-26/monthly-review/article.md      |  2 +-
 analysis/daily/2026-04-26/motions/article.md  |  2 +-
 .../daily/2026-04-26/propositions/article.md  |  2 +-
 .../2026-04-26/realtime-pulse/article.md      |  2 +-
 .../daily/2026-04-26/week-ahead/article.md    |  2 +-
 .../daily/2026-04-26/weekly-review/article.md |  2 +-
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 .../2026-04-27/monthly-review/article.md      |  2 +-
 analysis/daily/2026-04-27/motions/article.md  |  2 +-
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 .../2026-04-28/committeeReports/article.md    |  2 +-
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 analysis/daily/2026-04-29/motions/article.md  |  2 +-
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 .../2026-04-30/interpellations/article.md     |  2 +-
 .../daily/2026-04-30/month-ahead/article.md   |  2 +-
 analysis/daily/2026-04-30/motions/article.md  |  2 +-
 .../daily/2026-04-30/propositions/article.md  |  2 +-
 .../2026-04-30/realtime-pulse/article.md      |  2 +-
 .../2026-05-01/committeeReports/article.md    |  2 +-
 .../2026-05-01/interpellations/article.md     |  2 +-
 .../daily/2026-05-01/month-ahead/article.md   |  2 +-
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 src/browser/cia/visualizations.ts             |  3 +-
 src/browser/dashboards/anomaly-detection.ts   | 17 +++----
 src/browser/dashboards/coalition-dashboard.ts | 20 +++++----
 .../dashboards/committees-dashboard.ts        | 44 +++++++++----------
 src/browser/dashboards/election-cycle.ts      | 13 +++---
 src/browser/dashboards/ministry-dashboard.ts  | 11 ++---
 src/browser/dashboards/party-dashboard.ts     | 17 +++----
 .../dashboards/politician-dashboard.ts        |  5 ++-
 src/browser/dashboards/risk-dashboard.ts      | 20 ++++-----
 src/browser/shared/global-libs.ts             | 21 +++++++--
 305 files changed, 970 insertions(+), 947 deletions(-)

diff --git a/analysis/daily/2026-04-17/realtime-1434/article.md b/analysis/daily/2026-04-17/realtime-1434/article.md
index f3eb25f4e8..f99903f851 100644
--- a/analysis/daily/2026-04-17/realtime-1434/article.md
+++ b/analysis/daily/2026-04-17/realtime-1434/article.md
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 subfolder: realtime-1434
 slug: 2026-04-17-realtime-1434
 source_folder: analysis/daily/2026-04-17/realtime-1434
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diff --git a/analysis/daily/2026-04-18/realtime-1705/article.md b/analysis/daily/2026-04-18/realtime-1705/article.md
index 3a61b886c8..09f97fdb94 100644
--- a/analysis/daily/2026-04-18/realtime-1705/article.md
+++ b/analysis/daily/2026-04-18/realtime-1705/article.md
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 subfolder: realtime-1705
 slug: 2026-04-18-realtime-1705
 source_folder: analysis/daily/2026-04-18/realtime-1705
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 language: en
 layout: article
 ---
diff --git a/analysis/daily/2026-04-18/weekly-review/article.md b/analysis/daily/2026-04-18/weekly-review/article.md
index 08579715ac..33a0cbea4c 100644
--- a/analysis/daily/2026-04-18/weekly-review/article.md
+++ b/analysis/daily/2026-04-18/weekly-review/article.md
@@ -5,7 +5,7 @@ date: 2026-04-18
 subfolder: weekly-review
 slug: 2026-04-18-weekly-review
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diff --git a/analysis/daily/2026-04-19/deep-inspection/article.md b/analysis/daily/2026-04-19/deep-inspection/article.md
index fa57e69588..1b80d170b4 100644
--- a/analysis/daily/2026-04-19/deep-inspection/article.md
+++ b/analysis/daily/2026-04-19/deep-inspection/article.md
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 subfolder: deep-inspection
 slug: 2026-04-19-deep-inspection
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 ---
diff --git a/analysis/daily/2026-04-19/month-ahead/article.md b/analysis/daily/2026-04-19/month-ahead/article.md
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--- a/analysis/daily/2026-04-19/month-ahead/article.md
+++ b/analysis/daily/2026-04-19/month-ahead/article.md
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 subfolder: month-ahead
 slug: 2026-04-19-month-ahead
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diff --git a/analysis/daily/2026-04-19/monthly-review/article.md b/analysis/daily/2026-04-19/monthly-review/article.md
index bc46b25f49..04d694f7ff 100644
--- a/analysis/daily/2026-04-19/monthly-review/article.md
+++ b/analysis/daily/2026-04-19/monthly-review/article.md
@@ -5,7 +5,7 @@ date: 2026-04-19
 subfolder: monthly-review
 slug: 2026-04-19-monthly-review
 source_folder: analysis/daily/2026-04-19/monthly-review
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diff --git a/analysis/daily/2026-04-19/realtime-1219/article.md b/analysis/daily/2026-04-19/realtime-1219/article.md
index cb71fac9bc..a20d32f4d6 100644
--- a/analysis/daily/2026-04-19/realtime-1219/article.md
+++ b/analysis/daily/2026-04-19/realtime-1219/article.md
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diff --git a/analysis/daily/2026-04-20/evening-analysis/article.md b/analysis/daily/2026-04-20/evening-analysis/article.md
index 7b51345fbe..009f6949f7 100644
--- a/analysis/daily/2026-04-20/evening-analysis/article.md
+++ b/analysis/daily/2026-04-20/evening-analysis/article.md
@@ -5,7 +5,7 @@ date: 2026-04-20
 subfolder: evening-analysis
 slug: 2026-04-20-evening-analysis
 source_folder: analysis/daily/2026-04-20/evening-analysis
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diff --git a/analysis/daily/2026-04-20/interpellations/article.md b/analysis/daily/2026-04-20/interpellations/article.md
index a050542431..d95500f0b8 100644
--- a/analysis/daily/2026-04-20/interpellations/article.md
+++ b/analysis/daily/2026-04-20/interpellations/article.md
@@ -5,7 +5,7 @@ date: 2026-04-20
 subfolder: interpellations
 slug: 2026-04-20-interpellations
 source_folder: analysis/daily/2026-04-20/interpellations
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diff --git a/analysis/daily/2026-04-20/motions/article.md b/analysis/daily/2026-04-20/motions/article.md
index f36b2bf1d3..d053c88cd7 100644
--- a/analysis/daily/2026-04-20/motions/article.md
+++ b/analysis/daily/2026-04-20/motions/article.md
@@ -5,7 +5,7 @@ date: 2026-04-20
 subfolder: motions
 slug: 2026-04-20-motions
 source_folder: analysis/daily/2026-04-20/motions
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diff --git a/analysis/daily/2026-04-21/committeeReports/article.md b/analysis/daily/2026-04-21/committeeReports/article.md
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--- a/analysis/daily/2026-04-21/committeeReports/article.md
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index 230dcd93f2..2879db8cc0 100644
--- a/analysis/daily/2026-04-21/evening-analysis/article.md
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 slug: 2026-04-21-evening-analysis
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index e2bde74b20..6377b79f5b 100644
--- a/analysis/daily/2026-04-21/motions/article.md
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 subfolder: motions
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index 30e7569018..6195464f63 100644
--- a/analysis/daily/2026-04-21/realtime-1353/article.md
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index c801aab674..cf5ebe58c2 100644
--- a/analysis/daily/2026-04-22/evening-analysis/article.md
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index bc008b3559..8ccf1e8c4e 100644
--- a/analysis/daily/2026-04-22/realtime-2338/article.md
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--- a/analysis/daily/2026-04-23/committeeReports/article.md
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index e50a5d04cc..81ffc2b680 100644
--- a/analysis/daily/2026-04-23/month-ahead/article.md
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index 7f6c7b2165..9974985755 100644
--- a/analysis/daily/2026-04-23/monthly-review/article.md
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index 4500509d2a..ac74d4cd1b 100644
--- a/analysis/daily/2026-04-23/motions/article.md
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 subfolder: motions
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 source_folder: analysis/daily/2026-04-23/motions
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index 95f35e38f0..2052eb531a 100644
--- a/analysis/daily/2026-04-24/committeeReports/article.md
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index e8aa8cf075..aeaf1633d6 100644
--- a/analysis/daily/2026-04-24/evening-analysis/article.md
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index c43186e43c..2a5d3197fd 100644
--- a/analysis/daily/2026-04-24/interpellations/article.md
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index d1fbd550b0..38e50eb883 100644
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 subfolder: motions
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index 8a8338deb2..3489ac2f2a 100644
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 subfolder: propositions
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index 25fd32ba23..a771fe3f92 100644
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index d4dc6b7687..f90e6c51b7 100644
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index 3e464e5247..76edae6dda 100644
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index d07d30cf32..4fd1d6c8e9 100644
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index e421744b25..41e1601c8f 100644
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index ce1a5f6373..22fc06c6e1 100644
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index 99a5c17ac1..764d7138bd 100644
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index 93d74256d9..b3f2bf15b2 100644
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index a10f1e6757..b9909d69a8 100644
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index 374c7cf86f..789fd873ba 100644
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index a0eeb8b5e8..2be4bb2c95 100644
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-          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-06T09:08:59.530Z">2026-05-06 09:08 UTC</time></small></p>
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@@ -5078,7 +5078,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
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-          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-06T09:09:20.975Z">2026-05-06 09:09 UTC</time></small></p>
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@@ -2655,7 +2655,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
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-          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-06T09:09:21.401Z">2026-05-06 09:09 UTC</time></small></p>
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-          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-06T09:09:27.888Z">2026-05-06 09:09 UTC</time></small></p>
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     <script type="application/ld+json">{"@context":"https://schema.org","@type":"WebPage","url":"https://riksdagsmonitor.com/news/2026-05-05-realtime-pulse-sv.html","inLanguage":"sv","speakable":{"@type":"SpeakableSpecification","cssSelector":[".rm-article-header h1",".rm-article-dek",".rm-article-body"]},"isPartOf":{"@type":"WebSite","@id":"https://riksdagsmonitor.com/#website"}}</script>
 
@@ -5560,7 +5560,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Byggd av
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-06T09:09:31.027Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-06T10:47:07.116Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Snabblänkar</h2>
diff --git a/political-intelligence.html b/political-intelligence.html
index 2ec35fa79e..eeaf348a69 100644
--- a/political-intelligence.html
+++ b/political-intelligence.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Political Intelligence">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.024Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.017Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Built by
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Last updated: <time datetime="2026-05-06T09:09:44.024Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Last updated: <time datetime="2026-05-06T10:47:20.017Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Quick Links</h2>
diff --git a/political-intelligence_ar.html b/political-intelligence_ar.html
index b93b6bb0b3..0472055077 100644
--- a/political-intelligence_ar.html
+++ b/political-intelligence_ar.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor الاستخبارات السياسية">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.486Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.479Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · بُني بواسطة
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>آخر تحديث: <time datetime="2026-05-06T09:09:44.486Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>آخر تحديث: <time datetime="2026-05-06T10:47:20.479Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">روابط سريعة</h2>
diff --git a/political-intelligence_da.html b/political-intelligence_da.html
index 96b28af954..17b9155bf6 100644
--- a/political-intelligence_da.html
+++ b/political-intelligence_da.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Politisk efterretning">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.142Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.138Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Bygget af
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Sidst opdateret: <time datetime="2026-05-06T09:09:44.142Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Sidst opdateret: <time datetime="2026-05-06T10:47:20.138Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Hurtige links</h2>
diff --git a/political-intelligence_de.html b/political-intelligence_de.html
index 2f8d55a545..58a7d42b95 100644
--- a/political-intelligence_de.html
+++ b/political-intelligence_de.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Politische Intelligenz">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.301Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.293Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Erstellt von
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Zuletzt aktualisiert: <time datetime="2026-05-06T09:09:44.301Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Zuletzt aktualisiert: <time datetime="2026-05-06T10:47:20.293Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Schnelllinks</h2>
diff --git a/political-intelligence_es.html b/political-intelligence_es.html
index 34c90fca59..a97bc2d65c 100644
--- a/political-intelligence_es.html
+++ b/political-intelligence_es.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Inteligencia política">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.397Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.384Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Construido por
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Última actualización: <time datetime="2026-05-06T09:09:44.397Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Última actualización: <time datetime="2026-05-06T10:47:20.384Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Enlaces rápidos</h2>
diff --git a/political-intelligence_fi.html b/political-intelligence_fi.html
index 7c7c206ea1..893ca82937 100644
--- a/political-intelligence_fi.html
+++ b/political-intelligence_fi.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Poliittinen tiedustelu">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.250Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.244Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Rakentaja
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Viimeksi päivitetty: <time datetime="2026-05-06T09:09:44.250Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Viimeksi päivitetty: <time datetime="2026-05-06T10:47:20.244Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Pikalinkit</h2>
diff --git a/political-intelligence_fr.html b/political-intelligence_fr.html
index 9229cf298f..a3247e42dc 100644
--- a/political-intelligence_fr.html
+++ b/political-intelligence_fr.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Intelligence politique">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.350Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.339Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Construit par
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Dernière mise à jour : <time datetime="2026-05-06T09:09:44.350Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Dernière mise à jour : <time datetime="2026-05-06T10:47:20.339Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Liens rapides</h2>
diff --git a/political-intelligence_he.html b/political-intelligence_he.html
index aba4304a81..6ef1511935 100644
--- a/political-intelligence_he.html
+++ b/political-intelligence_he.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor מודיעין פוליטי">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.539Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.532Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · נבנה על ידי
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>עודכן לאחרונה: <time datetime="2026-05-06T09:09:44.539Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>עודכן לאחרונה: <time datetime="2026-05-06T10:47:20.532Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">קישורים מהירים</h2>
diff --git a/political-intelligence_ja.html b/political-intelligence_ja.html
index 1698a11fe9..fe655e795f 100644
--- a/political-intelligence_ja.html
+++ b/political-intelligence_ja.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor 政治インテリジェンス">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.584Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.581Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · 制作:
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>最終更新: <time datetime="2026-05-06T09:09:44.584Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>最終更新: <time datetime="2026-05-06T10:47:20.581Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">クイックリンク</h2>
diff --git a/political-intelligence_ko.html b/political-intelligence_ko.html
index fd794f7b08..5d6187c578 100644
--- a/political-intelligence_ko.html
+++ b/political-intelligence_ko.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor 정치 인텔리전스">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.628Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.625Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · 제작:
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>마지막 업데이트: <time datetime="2026-05-06T09:09:44.628Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>마지막 업데이트: <time datetime="2026-05-06T10:47:20.625Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">빠른 링크</h2>
diff --git a/political-intelligence_nl.html b/political-intelligence_nl.html
index a8546ffd85..5cc206e8ef 100644
--- a/political-intelligence_nl.html
+++ b/political-intelligence_nl.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Politieke inlichtingen">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.442Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.430Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Gebouwd door
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Laatst bijgewerkt: <time datetime="2026-05-06T09:09:44.442Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Laatst bijgewerkt: <time datetime="2026-05-06T10:47:20.430Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Snelle links</h2>
diff --git a/political-intelligence_no.html b/political-intelligence_no.html
index 5dc790010c..a6cd434ec6 100644
--- a/political-intelligence_no.html
+++ b/political-intelligence_no.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Politisk etterretning">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.196Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.191Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Bygget av
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Sist oppdatert: <time datetime="2026-05-06T09:09:44.196Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Sist oppdatert: <time datetime="2026-05-06T10:47:20.191Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Hurtiglenker</h2>
diff --git a/political-intelligence_sv.html b/political-intelligence_sv.html
index 6230285223..a58b91b4e8 100644
--- a/political-intelligence_sv.html
+++ b/political-intelligence_sv.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor Politisk underrättelse">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.090Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.085Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · Byggd av
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-06T09:09:44.090Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>Senast uppdaterad: <time datetime="2026-05-06T10:47:20.085Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">Snabblänkar</h2>
diff --git a/political-intelligence_zh.html b/political-intelligence_zh.html
index 457c0f4b3a..5b0a8688be 100644
--- a/political-intelligence_zh.html
+++ b/political-intelligence_zh.html
@@ -68,7 +68,7 @@
     <meta property="og:image:width" content="1200">
     <meta property="og:image:height" content="630">
     <meta property="og:image:alt" content="Riksdagsmonitor 政治情报">
-    <meta property="og:updated_time" content="2026-05-06T09:09:44.671Z">
+    <meta property="og:updated_time" content="2026-05-06T10:47:20.668Z">
 
 
     <meta name="twitter:card" content="summary_large_image">
@@ -10975,7 +10975,7 @@ <h2 id="rm-ft-about" class="rm-footer-heading">Riksdagsmonitor</h2>
             · 构建者：
             <a href="https://www.hack23.com" target="_blank" rel="noopener noreferrer">Hack23 AB</a>
           </p>
-          <p class="rm-footer-updated"><small>最后更新： <time datetime="2026-05-06T09:09:44.671Z">2026-05-06 09:09 UTC</time></small></p>
+          <p class="rm-footer-updated"><small>最后更新： <time datetime="2026-05-06T10:47:20.668Z">2026-05-06 10:47 UTC</time></small></p>
         </section>
         <section class="rm-footer-col rm-footer-navigate" aria-labelledby="rm-ft-nav">
           <h2 id="rm-ft-nav" class="rm-footer-heading">快速链接</h2>
diff --git a/src/browser/cia/visualizations.ts b/src/browser/cia/visualizations.ts
index cf210bf84b..407db6c3d3 100644
--- a/src/browser/cia/visualizations.ts
+++ b/src/browser/cia/visualizations.ts
@@ -23,6 +23,7 @@
  * @marketing Visual content factory — every rendered visualization is a potential marketing asset: embeddable widgets, shareable images, presentation slides, and report graphics. High-quality visualizations are the most shared content type, driving organic reach and brand recognition.
  * */
 
+import type { ChartConstructor } from '../shared/global-libs.js';
 import type {
   OverviewDashboard,
   PartyPerformance,
@@ -41,7 +42,7 @@ import type {
 /*  Global library reference (loaded via <script> tag)                */
 /* ------------------------------------------------------------------ */
 
-const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
 
 /* ------------------------------------------------------------------ */
 /*  Interfaces                                                        */
diff --git a/src/browser/dashboards/anomaly-detection.ts b/src/browser/dashboards/anomaly-detection.ts
index b5c34d89bf..2fd8f9d711 100644
--- a/src/browser/dashboards/anomaly-detection.ts
+++ b/src/browser/dashboards/anomaly-detection.ts
@@ -40,10 +40,11 @@ import {
   showDataSourceDisclaimer,
 } from '../shared/index.js';
 
-import type { CSVRow, DataSourceType } from '../shared/index.js';
+import type { CSVRow, DataSourceType, ChartLike } from '../shared/index.js';
+import type { ChartConstructor } from '../shared/global-libs.js';
 
 const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
-const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
 
 // ============================================================================
 // INTERFACES
@@ -600,7 +601,7 @@ class AnomalyAlertSystem {
 
 class AnomalyDetectionCharts {
   private readonly dataManager: AnomalyDetectionDataManager;
-  private chartInstances: Record<string, unknown> = {};
+  private chartInstances: Record<string, ChartLike> = {};
 
   constructor(dataManager: AnomalyDetectionDataManager) {
     this.dataManager = dataManager;
@@ -663,12 +664,12 @@ class AnomalyDetectionCharts {
           tooltip: {
             callbacks: {
               label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => {
-                const record = context.raw.record;
+                const record = context.raw.record as Record<string, string | number>;
                 return [
                   `${record.year} Q${record.quarter}`,
                   `Type: ${record.anomaly_type}`,
                   `Severity: ${record.anomaly_severity}`,
-                  `Z-Score: ${parseFloat(record.max_z_score).toFixed(2)}`,
+                  `Z-Score: ${parseFloat(String(record.max_z_score)).toFixed(2)}`,
                   `Direction: ${record.anomaly_direction}`,
                 ];
               },
@@ -678,12 +679,12 @@ class AnomalyDetectionCharts {
         scales: {
           x: {
             title: { display: true, text: 'Year' },
-            ticks: { callback: (value: number | string) => Math.floor(value) },
+            ticks: { callback: (value: number | string) => Math.floor(Number(value)) },
           },
           y: {
             title: { display: true, text: 'Z-Score' },
             grid: {
-              color: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => {
+              color: (context: { tick: { value: number } }) => {
                 if (context.tick.value === 2.0 || context.tick.value === -2.0) {
                   return '#f57c00';
                 }
@@ -803,7 +804,7 @@ class AnomalyDetectionCharts {
           legend: { position: 'bottom' },
           tooltip: {
             callbacks: {
-              label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => {
+              label: (context: { parsed: number; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => {
                 const total = ballotCount + documentCount + attendanceCount;
                 const pct = total > 0 ? ((context.parsed / total) * 100).toFixed(1) : 0;
                 return `${context.label}: ${context.parsed} (${pct}%)`;
diff --git a/src/browser/dashboards/coalition-dashboard.ts b/src/browser/dashboards/coalition-dashboard.ts
index b991474020..c368909513 100644
--- a/src/browser/dashboards/coalition-dashboard.ts
+++ b/src/browser/dashboards/coalition-dashboard.ts
@@ -26,9 +26,10 @@ import {
 } from '../shared/index.js';
 
 import type { DataSourceType } from '../shared/index.js';
+import type { ChartConstructor } from '../shared/global-libs.js';
 
 const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
-const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
 
 // ============================================================================
 // INTERFACES
@@ -52,6 +53,9 @@ interface CoalitionNode {
   fy?: number | null;
 }
 
+/** Alias used in D3 force simulation callbacks. */
+type PartyNode = CoalitionNode;
+
 interface CoalitionLink {
   source: string | PartyNode;
   target: string | PartyNode;
@@ -130,7 +134,7 @@ let coalitionDataSourceType: DataSourceType = 'live';
 
 function parseCSV(csvText: string): Record<string, string>[] {
   try {
-    const Papa = (globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } } }).Papa;
+    const Papa = (globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: Record<string, string>[] } } }).Papa;
     if (Papa) {
       const parsed = Papa.parse(csvText, { header: true, skipEmptyLines: true });
       return parsed.data;
@@ -317,11 +321,11 @@ function renderCoalitionNetwork(): void {
     });
   });
 
-  const simulation = d3.forceSimulation(nodes)
-    .force('link', d3.forceLink(links).id((d: PartyNode) => d.id).distance(150))
+  const simulation = d3.forceSimulation<CoalitionNode>(nodes)
+    .force('link', d3.forceLink<CoalitionNode, CoalitionLink>(links).id((d) => d.id).distance(150))
     .force('charge', d3.forceManyBody().strength(-400))
     .force('center', d3.forceCenter(width / 2, height / 2))
-    .force('collision', d3.forceCollide().radius((d: PartyNode) => d.influence * 3 + 10));
+    .force('collision', d3.forceCollide<CoalitionNode>().radius((d) => d.influence * 3 + 10));
 
   const link = svg.append('g').attr('class', 'links').selectAll('line').data(links).enter().append('line')
     .attr('stroke', '#999').attr('stroke-opacity', (d: CoalitionLink) => d.strength).attr('stroke-width', (d: CoalitionLink) => Math.sqrt(d.strength * 10))
@@ -337,7 +341,7 @@ function renderCoalitionNetwork(): void {
 
   const node = svg.append('g').attr('class', 'nodes').selectAll('g').data(nodes).enter().append('g')
     .attr('tabindex', '0').attr('role', 'button').attr('aria-label', (d: PartyNode) => `${d.fullName} party node`).style('cursor', 'pointer')
-    .call(d3.drag()
+    .call(d3.drag<SVGGElement, PartyNode>()
       .on('start', (event: { active: boolean }, d: PartyNode) => { if (!event.active) simulation.alphaTarget(0.3).restart(); d.fx = d.x; d.fy = d.y; })
       .on('drag', (_event: { x: number; y: number }, d: PartyNode) => { d.fx = _event.x; d.fy = _event.y; })
       .on('end', (event: { active: boolean }, d: PartyNode) => { if (!event.active) simulation.alphaTarget(0); d.fx = null; d.fy = null; }));
@@ -492,8 +496,8 @@ function createAccessibleNetworkTable(nodes: CoalitionNode[], links: CoalitionLi
   let html = '<caption>Coalition Network Data</caption><thead><tr><th>Party</th><th>Influence</th><th>Coalition Partners</th></tr></thead><tbody>';
   nodes.forEach(n => {
     const partners = links
-      .filter(l => (l.source.id || l.source) === n.id || (l.target.id || l.target) === n.id)
-      .map(l => { const pid = (l.source.id || l.source) === n.id ? (l.target.id || l.target) : (l.source.id || l.source); return `${PARTIES[pid]?.name || pid} (${(l.strength * 100).toFixed(0)}%)`; })
+      .filter(l => (typeof l.source === 'object' ? l.source.id : l.source) === n.id || (typeof l.target === 'object' ? l.target.id : l.target) === n.id)
+      .map(l => { const pid = (typeof l.source === 'object' ? l.source.id : l.source) === n.id ? (typeof l.target === 'object' ? l.target.id : l.target) : (typeof l.source === 'object' ? l.source.id : l.source); return `${PARTIES[pid]?.name || pid} (${(l.strength * 100).toFixed(0)}%)`; })
       .join(', ');
     html += `<tr><td>${n.fullName}</td><td>${n.influence.toFixed(1)}</td><td>${partners}</td></tr>`;
   });
diff --git a/src/browser/dashboards/committees-dashboard.ts b/src/browser/dashboards/committees-dashboard.ts
index 3ce67a0ff8..b37695141c 100644
--- a/src/browser/dashboards/committees-dashboard.ts
+++ b/src/browser/dashboards/committees-dashboard.ts
@@ -21,14 +21,16 @@
  * */
 
 import { logger, showDataSourceDisclaimer } from '../shared/index.js';
+import type { CSVRow, ChartLike } from '../shared/index.js';
+import type { ChartConstructor } from '../shared/global-libs.js';
 
 /* ------------------------------------------------------------------ */
 /*  Global library references (loaded via <script> tags)              */
 /* ------------------------------------------------------------------ */
 
 const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
-const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
-const Papa = (globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } } }).Papa;
+const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
+const Papa = (globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: CSVRow[]; errors: unknown[] } } }).Papa;
 
 /* ------------------------------------------------------------------ */
 /*  Interfaces                                                        */
@@ -213,8 +215,8 @@ class DataManager {
         logger.info(`[DataManager] Successfully loaded ${key} from ${i === 0 ? 'local' : 'remote'} source`);
         return data;
       } catch (error: unknown) {
-        logger.warn(`[DataManager] Failed to fetch ${key} from ${currentUrl}:`, error.message);
-        lastError = error;
+        logger.warn(`[DataManager] Failed to fetch ${key} from ${currentUrl}:`, (error as Error).message);
+        lastError = error as Error;
       }
     }
 
@@ -286,14 +288,12 @@ class DataManager {
 class NetworkDiagram {
   private containerId: string;
   private data: AllCommitteeData;
-  private svg: unknown;
-  private simulation: unknown;
+  private svg!: import('d3').Selection<SVGSVGElement, unknown, HTMLElement, unknown>;
+  private simulation!: import('d3').Simulation<NetworkNode, NetworkLink>;
 
   constructor(containerId: string, data: AllCommitteeData) {
     this.containerId = containerId;
     this.data = data;
-    this.svg = null;
-    this.simulation = null;
   }
 
   /** Render force-directed network diagram. */
@@ -318,16 +318,16 @@ class NetworkDiagram {
       .attr('role', 'img')
       .attr('aria-label', 'Committee network connections diagram')
       .attr('viewBox', `0 0 ${width} ${height}`)
-      .style('background', 'var(--card-bg)');
+      .style('background', 'var(--card-bg)') as unknown as import('d3').Selection<SVGSVGElement, unknown, HTMLElement, unknown>;
 
     const { nodes, links } = this.processNetworkData();
 
     this.simulation = d3
-      .forceSimulation(nodes)
-      .force('link', d3.forceLink(links).id((d: NetworkNode) => d.id).distance(100))
+      .forceSimulation<NetworkNode>(nodes)
+      .force('link', d3.forceLink<NetworkNode, NetworkLink>(links).id((d) => d.id).distance(100))
       .force('charge', d3.forceManyBody().strength(-400))
       .force('center', d3.forceCenter(width / 2, height / 2))
-      .force('collision', d3.forceCollide().radius((d: NetworkNode) => d.radius + 10));
+      .force('collision', d3.forceCollide<NetworkNode>().radius((d) => d.radius + 10));
 
     const link = this.svg
       .append('g')
@@ -351,8 +351,7 @@ class NetworkDiagram {
       .attr('role', 'button')
       .attr('aria-label', (d: NetworkNode) => `${d.name} committee with ${d.productivity} productivity score`)
       .call(
-        d3
-          .drag()
+        d3.drag<SVGGElement, NetworkNode>()
           .on('start', (event: { active: boolean; subject: NetworkNode }) => this.dragStarted(event))
           .on('drag', (event: { x: number; y: number; subject: NetworkNode }) => this.dragged(event))
           .on('end', (event: { active: boolean; subject: NetworkNode }) => this.dragEnded(event)),
@@ -529,12 +528,11 @@ class NetworkDiagram {
 class ProductivityHeatMap {
   private containerId: string;
   private data: AllCommitteeData;
-  private svg: unknown;
+  private svg!: import('d3').Selection<SVGSVGElement, unknown, HTMLElement, unknown>;
 
   constructor(containerId: string, data: AllCommitteeData) {
     this.containerId = containerId;
     this.data = data;
-    this.svg = null;
   }
 
   /** Render the productivity heat map. */
@@ -563,7 +561,7 @@ class ProductivityHeatMap {
       .attr('role', 'img')
       .attr('aria-label', 'Committee productivity matrix over time')
       .attr('viewBox', `0 0 ${width} ${height}`)
-      .style('background', 'var(--card-bg)');
+      .style('background', 'var(--card-bg)') as unknown as import('d3').Selection<SVGSVGElement, unknown, HTMLElement, unknown>;
 
     const g = this.svg
       .append('g')
@@ -579,8 +577,8 @@ class ProductivityHeatMap {
       .data(matrix)
       .enter()
       .append('rect')
-      .attr('x', (d: HeatMapCell) => xScale(d.year))
-      .attr('y', (d: HeatMapCell) => yScale(d.committee))
+      .attr('x', (d: HeatMapCell) => xScale(d.year) ?? 0)
+      .attr('y', (d: HeatMapCell) => yScale(d.committee) ?? 0)
       .attr('width', xScale.bandwidth())
       .attr('height', yScale.bandwidth())
       .attr('fill', (d: HeatMapCell) => colorScale(d.value))
@@ -675,7 +673,7 @@ class ProductivityHeatMap {
   }
 
   /** Add a gradient color legend below the heatmap. */
-  private addColorLegend(g: unknown, _colorScale: unknown, innerWidth: number, innerHeight: number): void {
+  private addColorLegend(g: import('d3').Selection<SVGGElement, unknown, import('d3').BaseType, unknown>, _colorScale: unknown, innerWidth: number, innerHeight: number): void {
     const legendWidth = 200;
     const legendHeight = 15;
 
@@ -735,7 +733,7 @@ class ProductivityHeatMap {
 /* ------------------------------------------------------------------ */
 
 class ChartJSVisualizations {
-  private charts: Record<string, unknown>;
+  private charts: Record<string, ChartLike>;
 
   constructor() {
     this.charts = {};
@@ -905,7 +903,7 @@ class ChartJSVisualizations {
         const quarter = parseInt(row.quarter) || 0;
         if (year && quarter >= 1 && quarter <= 4) {
           if (!yearQuarterData[year]) yearQuarterData[year] = {};
-          yearQuarterData[year][quarter] = parseFloat(row.median || row.total_ballots || row.value || 0);
+          yearQuarterData[year][quarter] = parseFloat(row.median ?? row.total_ballots ?? row.value ?? '0');
         }
       }
     }
@@ -1077,7 +1075,7 @@ async function initializeDashboard(): Promise<void> {
     logger.info('[CommitteeDashboard] Initialization complete');
   } catch (error: unknown) {
     logger.error('[CommitteeDashboard] Initialization failed:', error);
-    showErrorMessage(error.message);
+    showErrorMessage((error as Error).message);
   } finally {
     isInitializing = false;
   }
diff --git a/src/browser/dashboards/election-cycle.ts b/src/browser/dashboards/election-cycle.ts
index 438860b283..a68dba4093 100644
--- a/src/browser/dashboards/election-cycle.ts
+++ b/src/browser/dashboards/election-cycle.ts
@@ -34,11 +34,12 @@ import {
   showDataSourceDisclaimer,
 } from '../shared/index.js';
 
-import type { CSVRow } from '../shared/index.js';
+import type { CSVRow, ChartLike } from '../shared/index.js';
+import type { ChartConstructor } from '../shared/global-libs.js';
 
 const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
-const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
-const Papa = (globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: string[][] } } }).Papa;
+const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
+const Papa = (globalThis as unknown as { Papa: { parse(input: string, config?: Record<string, unknown>): { data: CSVRow[] } } }).Papa;
 
 // ============================================================================
 // INTERFACES
@@ -286,7 +287,7 @@ export class ElectionCycleDataManager {
 // ============================================================================
 
 class ElectionCycleCharts {
-  private charts: Record<string, unknown> = {};
+  private charts: Record<string, ChartLike> = {};
 
   constructor(
     _dataManager: ElectionCycleDataManager,
@@ -354,7 +355,7 @@ class ElectionCycleCharts {
     const yScale = d3.scaleBand().domain(parties).range([0, parties.length * cellSize]).padding(0.05);
 
     g.selectAll('rect').data(heatmapData).enter().append('rect')
-      .attr('x', (d: { party: string; cycle: string; approval: number; effectiveness: string }) => xScale(d.cycle)).attr('y', (d: { party: string; cycle: string; approval: number; effectiveness: string }) => yScale(d.party)).attr('width', xScale.bandwidth()).attr('height', yScale.bandwidth())
+      .attr('x', (d: { party: string; cycle: string; approval: number; effectiveness: string }) => xScale(d.cycle) ?? 0).attr('y', (d: { party: string; cycle: string; approval: number; effectiveness: string }) => yScale(d.party) ?? 0).attr('width', xScale.bandwidth()).attr('height', yScale.bandwidth())
       .attr('fill', (d: { party: string; cycle: string; approval: number; effectiveness: string }) => colorScale(d.approval)).attr('stroke', '#fff').attr('stroke-width', 1)
       .append('title').text((d: { party: string; cycle: string; approval: number; effectiveness: string }) => `${d.party} - ${d.cycle}\nApproval: ${d.approval.toFixed(1)}%\n${d.effectiveness}`);
 
@@ -380,7 +381,7 @@ class ElectionCycleCharts {
         { label: 'STABLE', data: stableData, backgroundColor: CONFIG.riskColors['STABLE'] + '80', borderColor: CONFIG.riskColors['STABLE'], borderWidth: 2 },
         { label: 'RAPID_ESCALATION', data: escalationData, backgroundColor: CONFIG.riskColors['RAPID_ESCALATION'] + '80', borderColor: CONFIG.riskColors['RAPID_ESCALATION'], borderWidth: 2 }
       ] },
-      options: { responsive: true, maintainAspectRatio: false, plugins: { title: { display: true, text: this.translations.charts.risk.title, font: { size: 16, weight: 'bold' } }, legend: { display: true, position: 'bottom' }, tooltip: { callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => { const data = context.raw; return [`Risk Change: ${data.y.toFixed(2)}`, `Politicians at Risk: ${Math.round(Math.pow((data.r - 3), 2) * 10)}`, `Confidence: ${data.confidence}`]; } } } }, scales: { x: { type: 'category', title: { display: true, text: this.translations.filters.cycle } }, y: { title: { display: true, text: 'Avg Risk Score Change' } } } }
+      options: { responsive: true, maintainAspectRatio: false, plugins: { title: { display: true, text: this.translations.charts.risk.title, font: { size: 16, weight: 'bold' } }, legend: { display: true, position: 'bottom' }, tooltip: { callbacks: { label: (context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) => { const data = context.raw as { y: number; r: number; confidence: string }; return [`Risk Change: ${data.y.toFixed(2)}`, `Politicians at Risk: ${Math.round(Math.pow((data.r - 3), 2) * 10)}`, `Confidence: ${data.confidence}`]; } } } }, scales: { x: { type: 'category', title: { display: true, text: this.translations.filters.cycle } }, y: { title: { display: true, text: 'Avg Risk Score Change' } } } }
     });
   }
 
diff --git a/src/browser/dashboards/ministry-dashboard.ts b/src/browser/dashboards/ministry-dashboard.ts
index 2215b62c99..0621bf478d 100644
--- a/src/browser/dashboards/ministry-dashboard.ts
+++ b/src/browser/dashboards/ministry-dashboard.ts
@@ -45,6 +45,7 @@ import {
 } from '../shared/index.js';
 
 import type { CSVRow } from '../shared/index.js';
+import type { ChartConstructor } from '../shared/global-libs.js';
 
 // D3 is loaded as a global <script> for DOM manipulation / SVG features
 const d3 = (globalThis as unknown as { d3: typeof import('d3') }).d3;
@@ -960,14 +961,14 @@ function renderRiskHeatMap(
   const yScale = d3.scaleBand().domain(ministries).range([0, height]).padding(0.1);
   const xScale = d3.scaleLinear().domain([0, 10]).range([0, width]);
   const colorScale = d3
-    .scaleThreshold()
+    .scaleThreshold<number, string>()
     .domain([4.0, 6.0, 8.0])
     .range([CONFIG.colors.riskLow, CONFIG.colors.riskMedium, CONFIG.colors.riskHigh, CONFIG.colors.riskCritical]);
 
   svg.append('g').call(d3.axisLeft(yScale)).selectAll('text').style('font-size', '14px').style('fill', 'var(--text-color)');
   svg.append('g').attr('transform', `translate(0,${height})`).call(d3.axisBottom(xScale).ticks(10)).selectAll('text').style('font-size', '12px').style('fill', 'var(--text-color)');
 
-  let tooltip = d3.select('body').select('.ministry-tooltip');
+  let tooltip = d3.select('body').select<HTMLDivElement>('.ministry-tooltip');
   if (tooltip.empty()) {
     tooltip = d3.select('body')
       .append('div')
@@ -1043,7 +1044,7 @@ function renderInfluenceChart(
   const canvas = document.getElementById(canvasId) as HTMLCanvasElement | null;
   if (!canvas || !data || data.length === 0) return;
 
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
   if (!Chart) return;
 
   const sorted = [...data].sort((a, b) => (Number(b.influence) || 0) - (Number(a.influence) || 0)).slice(0, 10);
@@ -1078,7 +1079,7 @@ function renderProductivityChart(
   const canvas = document.getElementById(canvasId) as HTMLCanvasElement | null;
   if (!canvas || !data || data.length === 0) return;
 
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
   if (!Chart) return;
 
   const ministryTranslations = MINISTRY_TRANSLATIONS[lang] || MINISTRY_TRANSLATIONS.en;
@@ -1117,7 +1118,7 @@ function renderDecisionImpactChart(
   const canvas = document.getElementById(canvasId) as HTMLCanvasElement | null;
   if (!canvas || !data || data.length === 0) return;
 
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
   if (!Chart) return;
 
   const ministries = Array.from(new Set(data.map((d) => d.ministry))).slice(0, 5);
diff --git a/src/browser/dashboards/party-dashboard.ts b/src/browser/dashboards/party-dashboard.ts
index 4ee4959016..3340f8a703 100644
--- a/src/browser/dashboards/party-dashboard.ts
+++ b/src/browser/dashboards/party-dashboard.ts
@@ -47,6 +47,7 @@ import { addChartKeyboardNav } from '../shared/chart-factory.js';
 
 import { detectLanguage } from '../shared/index.js';
 import type { CSVRow } from '../shared/index.js';
+import type { ChartConstructor } from '../shared/global-libs.js';
 
 // ============================================================================
 // INTERFACES
@@ -735,7 +736,7 @@ async function fetchData(filename: string): Promise<CSVRow[]> {
 
 /** Apply cyberpunk-themed Chart.js global defaults. */
 function initChartDefaults(): void {
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
   if (typeof Chart === 'undefined') {
     logger.error('Chart.js not loaded');
     return;
@@ -767,7 +768,7 @@ function createEffectivenessChart(data: CSVRow[]): void {
   const ctx = document.getElementById('partyEffectivenessChart') as HTMLCanvasElement | null;
   if (!ctx) return;
 
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
   const t = getTranslations();
 
   // Update ARIA label for current language with fallback to English
@@ -872,7 +873,7 @@ function createComparisonChart(data: CSVRow[]): void {
   const ctx = document.getElementById('partyComparisonChart') as HTMLCanvasElement | null;
   if (!ctx) return;
 
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
   const t = getTranslations();
 
   // Update ARIA label for current language with fallback to English
@@ -1055,7 +1056,7 @@ function createMomentumChart(data: CSVRow[]): void {
   const ctx = document.getElementById('partyMomentumChart') as HTMLCanvasElement | null;
   if (!ctx) return;
 
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
   const t = getTranslations();
 
   // Update ARIA label for current language with fallback to English
@@ -1116,13 +1117,13 @@ function createMomentumChart(data: CSVRow[]): void {
         legend: { display: true, position: 'right' },
         tooltip: {
           callbacks: {
-            label(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) {
-              const total = (context.dataset.data as number[]).reduce(
+            label(context: { parsed: number; dataset: { label?: string; data: number[] }; label: string; raw: Record<string, unknown> }) {
+              const total = context.dataset.data.reduce(
                 (a: number, b: number) => a + b,
                 0,
               );
               const percentage = ((context.parsed / total) * 100).toFixed(1);
-              return `${context.label}: ${(context.parsed as number).toFixed(1)} (${percentage}%)`;
+              return `${context.label}: ${context.parsed.toFixed(1)} (${percentage}%)`;
             },
           },
         },
@@ -1160,7 +1161,7 @@ export async function init(): Promise<void> {
   }
 
   // Wait for Chart.js to load
-  const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+  const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
   if (typeof Chart === 'undefined') {
     logger.error('Chart.js not loaded. Please include Chart.js before this script.');
     return;
diff --git a/src/browser/dashboards/politician-dashboard.ts b/src/browser/dashboards/politician-dashboard.ts
index 07072b1d91..a47b23ba83 100644
--- a/src/browser/dashboards/politician-dashboard.ts
+++ b/src/browser/dashboards/politician-dashboard.ts
@@ -38,8 +38,9 @@ import {
 } from '../shared/index.js';
 
 import type { CSVRow } from '../shared/index.js';
+import type { ChartConstructor } from '../shared/global-libs.js';
 
-const Chart = (globalThis as unknown as { Chart: { new(ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown; register(...items: unknown[]): void } }).Chart;
+const Chart = (globalThis as unknown as { Chart: ChartConstructor }).Chart;
 
 // ============================================================================
 // INTERFACES
@@ -477,7 +478,7 @@ function createProductivityInfluenceChart(
           borderWidth: 1,
           callbacks: {
             label(context: { parsed: { x: number; y: number }; dataset: { label?: string }; label: string; raw: Record<string, unknown> }) {
-              const raw = context.raw as BubblePoint;
+              const raw = context.raw as unknown as BubblePoint;
               return [
                 raw.name ? `${raw.name} (${raw.party})` : '',
                 `Votes: ${context.parsed.x}`,
diff --git a/src/browser/dashboards/risk-dashboard.ts b/src/browser/dashboards/risk-dashboard.ts
index 626be087da..80f641c119 100644
--- a/src/browser/dashboards/risk-dashboard.ts
+++ b/src/browser/dashboards/risk-dashboard.ts
@@ -335,7 +335,7 @@ function createHeatMap(data: RiskScore[]): void {
 
   // Group data by politician
   const politicians = [...new Set(data.map(d => d.politician))];
-  const rules = [...new Set(data.map(d => d.rule))].sort((a, b) => a - b);
+  const rules = [...new Set(data.map(d => String(d.rule)))].sort();
 
   // Create scales
   const xScale = d3
@@ -357,7 +357,7 @@ function createHeatMap(data: RiskScore[]): void {
 
   // Add zoom behavior
   const zoom = d3
-    .zoom()
+    .zoom<SVGSVGElement, unknown>()
     .scaleExtent([1, 10])
     .translateExtent([
       [0, 0],
@@ -387,8 +387,8 @@ function createHeatMap(data: RiskScore[]): void {
     .enter()
     .append('rect')
     .attr('class', 'cell')
-    .attr('x', (d: RiskScore) => xScale(d.rule))
-    .attr('y', (d: RiskScore) => yScale(d.politician))
+    .attr('x', (d: RiskScore) => xScale(String(d.rule)) ?? 0)
+    .attr('y', (d: RiskScore) => yScale(d.politician) ?? 0)
     .attr('width', xScale.bandwidth())
     .attr('height', yScale.bandwidth())
     .attr('fill', (d: RiskScore) => getRiskColor(d.score))
@@ -401,7 +401,7 @@ function createHeatMap(data: RiskScore[]): void {
     .on('keydown', function (this: SVGRectElement, event: KeyboardEvent, d: RiskScore) {
       if (event.key === 'Enter' || event.key === ' ') {
         event.preventDefault();
-        d3.select(this).dispatch('click', { detail: { d, element: this } });
+        d3.select(this).dispatch('click', { bubbles: true, cancelable: true, detail: { d, element: this } });
       }
     })
     .on('mouseover', function (this: SVGRectElement, _event: MouseEvent, d: RiskScore) {
@@ -494,12 +494,12 @@ function createHeatMap(data: RiskScore[]): void {
     .data(rules)
     .enter()
     .append('text')
-    .attr('x', (d: number) => xScale(d)! + xScale.bandwidth() / 2)
+    .attr('x', (d: string) => (xScale(d) ?? 0) + xScale.bandwidth() / 2)
     .attr('y', -10)
     .attr('text-anchor', 'middle')
     .attr('font-size', '10px')
     .attr('fill', 'currentColor')
-    .text((d: number) => String(d ?? '').replace('Rule_', 'R'));
+    .text((d: string) => d.replace('Rule_', 'R'));
 
   // Add Y axis labels (politicians) - Sample every 10th
   g.append('g')
@@ -534,10 +534,10 @@ function createHeatMap(data: RiskScore[]): void {
   // Rule filter
   const ruleFilter = document.getElementById('riskRuleFilter') as HTMLSelectElement | null;
   if (ruleFilter) {
-    rules.forEach((rule: number) => {
+    rules.forEach((rule: string) => {
       const option = document.createElement('option');
-      option.value = String(rule);
-      option.textContent = String(rule ?? '').replace('Rule_', 'Risk Rule ');
+      option.value = rule;
+      option.textContent = rule.replace('Rule_', 'Risk Rule ');
       ruleFilter.appendChild(option);
     });
 
diff --git a/src/browser/shared/global-libs.ts b/src/browser/shared/global-libs.ts
index 93be892e7f..d6a373cb8a 100644
--- a/src/browser/shared/global-libs.ts
+++ b/src/browser/shared/global-libs.ts
@@ -8,16 +8,31 @@
  */
 
 import type * as d3Namespace from 'd3';
+import type { Chart as ChartInstance, Defaults } from 'chart.js';
 
-/** Minimal Chart.js constructor interface for dashboard usage. */
+/** Chart.js constructor interface matching the actual Chart.js API. */
 export interface ChartConstructor {
-  new (ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): unknown;
+  new (ctx: HTMLCanvasElement | CanvasRenderingContext2D | null, config: Record<string, unknown>): ChartInstance;
   register(...items: unknown[]): void;
+  defaults: Defaults;
+}
+
+/** PapaParse parse result including errors and meta. */
+export interface PapaParseResult<T = string[]> {
+  data: T[];
+  errors: Array<{ message: string; type: string; code: string; row?: number }>;
+  meta: {
+    delimiter: string;
+    linebreak: string;
+    aborted: boolean;
+    fields?: string[];
+    truncated: boolean;
+  };
 }
 
 /** PapaParse interface for CSV parsing. */
 export interface PapaParseStatic {
-  parse(input: string, config?: Record<string, unknown>): { data: string[][] };
+  parse<T = string[]>(input: string, config?: Record<string, unknown>): PapaParseResult<T>;
 }
 
 /** D3 library type alias. */