Refactor code for improved readability and consistency

- Adjusted formatting in conversationContext.ts for better token estimation readability.
- Enhanced readability in indonesianTextNormalizer.ts by formatting multiline replacements.
- Reformatted badword lists and whitelists in indonesianTextNormalizer.ts for consistency.
- Improved function signatures in messageStore.ts for clarity.
- Reformatted messageCapture.ts to enhance readability of channel ID checks.
- Cleaned up error logging in messageStore.ts and retentionManager.ts for better clarity.
- Reformatted indonesianSlangLexicon.ts for consistent object formatting.
- Enhanced URL fetching regex patterns in urlFetcher.ts for better readability.
- Simplified query parameter destructuring in analyticsRoutes.ts for cleaner code.
- Improved test readability in autoDeleteManager.test.ts and indonesianTextNormalizer.test.ts by formatting expectations.
- Cleaned up whitespace in messageCaptureFilter.test.ts for consistency.

src/app/bootstrap.ts

@@ -15,7 +15,9 @@ export async function initializeApp() {
   const logger = createChildLogger("bot");
 
   if (!config.AI_LLM_API_KEY) {
-    logger.error("AI_LLM_API_KEY is missing from environment. Force closing application as AI environment is required.");
+    logger.error(
+      "AI_LLM_API_KEY is missing from environment. Force closing application as AI environment is required.",
+    );
     process.exit(1);
   }
 

src/database/schema.ts

@@ -493,9 +493,13 @@ export const pgMessageReviewsTable = pgTable(
     reviewed_at: pgBigint("reviewed_at", { mode: "number" }),
   },
   (table) => ({
-    messageIdIdx: pgIndex("idx_message_reviews_message_id").on(table.message_id),
+    messageIdIdx: pgIndex("idx_message_reviews_message_id").on(
+      table.message_id,
+    ),
     statusIdx: pgIndex("idx_message_reviews_status").on(table.status),
-    createdAtIdx: pgIndex("idx_message_reviews_created_at").on(table.created_at),
+    createdAtIdx: pgIndex("idx_message_reviews_created_at").on(
+      table.created_at,
+    ),
     guildStatusIdx: pgIndex("idx_message_reviews_guild_status").on(
       table.guild_id,
       table.status,
@@ -553,9 +557,14 @@ export const pgModerationActionsTable = pgTable(
     user_id: pgText("user_id"),
     guild_id: pgText("guild_id").notNull(),
     action_type: pgText("action_type", {
-      enum: ["delete_message", "mute_user", "warn_user", "kick_user", "ban_user"],
+      enum: [
-    })
+        "delete_message",
-      .notNull(),
+        "mute_user",
+        "warn_user",
+        "kick_user",
+        "ban_user",
+      ],
+    }).notNull(),
     reason: pgText("reason"),
     executed_by: pgText("executed_by"),
     status: pgText("status", {
@@ -593,9 +602,14 @@ export const sqliteModerationActionsTable = sqliteTable(
     user_id: sqliteText("user_id"),
     guild_id: sqliteText("guild_id").notNull(),
     action_type: sqliteText("action_type", {
-      enum: ["delete_message", "mute_user", "warn_user", "kick_user", "ban_user"],
+      enum: [
-    })
+        "delete_message",
-      .notNull(),
+        "mute_user",
+        "warn_user",
+        "kick_user",
+        "ban_user",
+      ],
+    }).notNull(),
     reason: sqliteText("reason"),
     executed_by: sqliteText("executed_by"),
     status: sqliteText("status", {

src/moderation/actionExecutor.ts

@@ -1,9 +1,6 @@
 import type { Client, Guild, User } from "discord.js-selfbot-v13";
 import { createChildLogger } from "../logger.js";
-import {
+import { getModerationAction, updateModerationAction } from "./messageStore.js";
-  getModerationAction,
-  updateModerationAction,
-} from "./messageStore.js";
 import type { ModerationAction, ModerationActionType } from "./types.js";
 
 const logger = createChildLogger("action-executor");
@@ -151,9 +148,7 @@ async function executeWarnUser(
     }
 
     const reason = action.reason || "Warned by moderation system";
-    await user.send(
+    await user.send(`You have been warned in ${guild.name}. Reason: ${reason}`);
-      `You have been warned in ${guild.name}. Reason: ${reason}`,
-    );
 
     logger.info(
       { userId: action.user_id, guildId: guild.id },
@@ -257,10 +252,7 @@ export async function processPendingActions(
       }
     }
 
-    logger.info(
+    logger.info({ guildId, ...result }, "Processed pending moderation actions");
-      { guildId, ...result },
-      "Processed pending moderation actions",
-    );
 
     return result;
   } catch (error) {

src/moderation/aiAnalysisWorker.ts

@@ -45,12 +45,15 @@ export default async function processAnalysisRequest({
   messages,
 }: AnalysisWorkerRequest): Promise<AnalysisWorkerResponse> {
   if (!config.AI_LLM_API_KEY) {
-    console.error(JSON.stringify({
+    console.error(
-      level: "FATAL",
+      JSON.stringify({
-      context: "aiAnalysisWorker",
+        level: "FATAL",
-      error: "AI_LLM_API_KEY is missing from environment. Force closing worker operation.",
+        context: "aiAnalysisWorker",
-      timestamp: new Date().toISOString(),
+        error:
-    }));
+          "AI_LLM_API_KEY is missing from environment. Force closing worker operation.",
+        timestamp: new Date().toISOString(),
+      }),
+    );
     process.exit(1);
   }
 

src/moderation/aiAnalyzer.ts

@@ -7,9 +7,7 @@ import { config } from "../config.js";
 import { createChildLogger } from "../logger.js";
 import { retryWithBackoff } from "../retry.js";
 import { attemptAutoDeleteFlaggedMessage } from "./autoDeleteManager.js";
-import {
+import { buildConversationContext } from "./conversationContext.js";
-  buildConversationContext,
-} from "./conversationContext.js";
 import { runModerationAnalysis } from "./llmModerationClient.js";
 import {
   getAttachmentsForMessages,

src/moderation/analyticsStore.ts

@@ -110,7 +110,13 @@ export async function getHourlyStats(input: {
     // Initialize all hour buckets
     const buckets = new Map<
       string,
-      { count: number; clean: number; warned: number; flagged: number; error: number }
+      {
+        count: number;
+        clean: number;
+        warned: number;
+        flagged: number;
+        error: number;
+      }
     >();
 
     for (let h = 0; h < hours; h++) {
@@ -151,23 +157,156 @@ export async function getHourlyStats(input: {
 // ── Topic Trends ───────────────────────────────────────────────────────
 
 const STOP_WORDS = new Set([
-  "yang", "dan", "itu", "ini", "dengan", "akan", "pada", "dari", "di", "ke",
+  "yang",
-  "untuk", "tidak", "ada", "juga", "sudah", "saya", "kamu", "dia", "mereka",
+  "dan",
-  "kami", "aku", "lo", "lu", "gua", "gue", "org", "orang", "aja", "sama",
+  "itu",
-  "kalo", "kalau", "bisa", "karena", "gak", "nggak", "ga", "tak", "belum",
+  "ini",
-  "udah", "dah", "lah", "kah", "pun", "nih", "tuh", "deh", "dong", "si",
+  "dengan",
-  "nya", "kan", "ya", "yah", "yuk", "kok", "loh", "nah", "wow", "eh",
+  "akan",
-  "the", "a", "an", "is", "are", "was", "were", "be", "been", "being",
+  "pada",
-  "have", "has", "had", "having", "do", "does", "did", "doing",
+  "dari",
-  "will", "would", "could", "should", "may", "might", "must", "shall",
+  "di",
-  "i", "you", "he", "she", "it", "we", "they", "me", "him", "her",
+  "ke",
-  "us", "them", "my", "your", "his", "its", "our", "their",
+  "untuk",
-  "and", "but", "or", "nor", "not", "so", "yet", "for", "if",
+  "tidak",
-  "to", "of", "in", "on", "at", "by", "as", "with", "about",
+  "ada",
-  "just", "then", "now", "here", "there", "when", "where", "why",
+  "juga",
-  "how", "all", "both", "each", "few", "more", "most", "other",
+  "sudah",
-  "some", "such", "only", "own", "same", "too", "very", "can",
+  "saya",
-  "go", "ok", "okay", "yeah", "yes", "no",
+  "kamu",
+  "dia",
+  "mereka",
+  "kami",
+  "aku",
+  "lo",
+  "lu",
+  "gua",
+  "gue",
+  "org",
+  "orang",
+  "aja",
+  "sama",
+  "kalo",
+  "kalau",
+  "bisa",
+  "karena",
+  "gak",
+  "nggak",
+  "ga",
+  "tak",
+  "belum",
+  "udah",
+  "dah",
+  "lah",
+  "kah",
+  "pun",
+  "nih",
+  "tuh",
+  "deh",
+  "dong",
+  "si",
+  "nya",
+  "kan",
+  "ya",
+  "yah",
+  "yuk",
+  "kok",
+  "loh",
+  "nah",
+  "wow",
+  "eh",
+  "the",
+  "a",
+  "an",
+  "is",
+  "are",
+  "was",
+  "were",
+  "be",
+  "been",
+  "being",
+  "have",
+  "has",
+  "had",
+  "having",
+  "do",
+  "does",
+  "did",
+  "doing",
+  "will",
+  "would",
+  "could",
+  "should",
+  "may",
+  "might",
+  "must",
+  "shall",
+  "i",
+  "you",
+  "he",
+  "she",
+  "it",
+  "we",
+  "they",
+  "me",
+  "him",
+  "her",
+  "us",
+  "them",
+  "my",
+  "your",
+  "his",
+  "its",
+  "our",
+  "their",
+  "and",
+  "but",
+  "or",
+  "nor",
+  "not",
+  "so",
+  "yet",
+  "for",
+  "if",
+  "to",
+  "of",
+  "in",
+  "on",
+  "at",
+  "by",
+  "as",
+  "with",
+  "about",
+  "just",
+  "then",
+  "now",
+  "here",
+  "there",
+  "when",
+  "where",
+  "why",
+  "how",
+  "all",
+  "both",
+  "each",
+  "few",
+  "more",
+  "most",
+  "other",
+  "some",
+  "such",
+  "only",
+  "own",
+  "same",
+  "too",
+  "very",
+  "can",
+  "go",
+  "ok",
+  "okay",
+  "yeah",
+  "yes",
+  "no",
 ]);
 
 function extractTopics(messages: MessageRecord[], topN = 15): TopicTrend[] {
@@ -182,22 +321,36 @@ function extractTopics(messages: MessageRecord[], topN = 15): TopicTrend[] {
         const topics = analysis.topics;
         if (topics && Array.isArray(topics)) {
           for (const topic of topics) {
-            const key = typeof topic === "string" ? topic : topic.name || topic.topic;
+            const key =
+              typeof topic === "string" ? topic : topic.name || topic.topic;
             if (!key) continue;
             const k = key.toLowerCase();
             const score = msg.ai_moderation_score || 0;
             const existing = topicScores.get(k);
-            if (existing) { existing.count++; existing.score += score; }
+            if (existing) {
-            else { topicScores.set(k, { count: 1, score }); }
+              existing.count++;
+              existing.score += score;
+            } else {
+              topicScores.set(k, { count: 1, score });
+            }
           }
         }
         if (analysis.category) {
           const cat = String(analysis.category).toLowerCase();
           const existing = topicScores.get(cat);
-          if (existing) { existing.count++; existing.score += msg.ai_moderation_score || 0; }
+          if (existing) {
-          else { topicScores.set(cat, { count: 1, score: msg.ai_moderation_score || 0 }); }
+            existing.count++;
+            existing.score += msg.ai_moderation_score || 0;
+          } else {
+            topicScores.set(cat, {
+              count: 1,
+              score: msg.ai_moderation_score || 0,
+            });
+          }
         }
-      } catch { /* not valid JSON */ }
+      } catch {
+        /* not valid JSON */
+      }
     }
 
     if (msg.content) {
@@ -227,7 +380,11 @@ function extractTopics(messages: MessageRecord[], topN = 15): TopicTrend[] {
 
   for (const [word, count] of sortedWords) {
     if (!topicScores.has(word)) {
-      results.push({ topic: word, count, score: flaggedWordFreq.get(word) || 0 });
+      results.push({
+        topic: word,
+        count,
+        score: flaggedWordFreq.get(word) || 0,
+      });
     }
   }
 
@@ -308,7 +465,8 @@ export async function getUserLeaderboard(input: {
         existing.message_count++;
         if (msg.type === "edited") existing.edited_count++;
         if (msg.type === "deleted") existing.deleted_count++;
-        if (msg.ai_status === "flagged" || msg.ai_status === "warn") existing.flagged_count++;
+        if (msg.ai_status === "flagged" || msg.ai_status === "warn")
+          existing.flagged_count++;
         if (msg.created_at > existing.last_active) {
           existing.last_active = msg.created_at;
         }
@@ -320,7 +478,8 @@ export async function getUserLeaderboard(input: {
           message_count: 1,
           edited_count: msg.type === "edited" ? 1 : 0,
           deleted_count: msg.type === "deleted" ? 1 : 0,
-          flagged_count: msg.ai_status === "flagged" || msg.ai_status === "warn" ? 1 : 0,
+          flagged_count:
+            msg.ai_status === "flagged" || msg.ai_status === "warn" ? 1 : 0,
           last_active: msg.created_at,
         });
       }
@@ -367,7 +526,11 @@ export async function getModerationStats(input: {
 
     const breakdown: ModerationBreakdown = {
       total: rows.length,
-      clean: 0, warned: 0, flagged: 0, error: 0, pending: 0,
+      clean: 0,
+      warned: 0,
+      flagged: 0,
+      error: 0,
+      pending: 0,
       average_score: 0,
     };
 
@@ -398,7 +561,13 @@ export async function getModerationStats(input: {
       "Failed to get moderation stats",
     );
     return {
-      total: 0, clean: 0, warned: 0, flagged: 0, error: 0, pending: 0, average_score: 0,
+      total: 0,
+      clean: 0,
+      warned: 0,
+      flagged: 0,
+      error: 0,
+      pending: 0,
+      average_score: 0,
     };
   }
 }
@@ -446,7 +615,7 @@ export interface ViolatorStat {
   flagged_count: number;
   warned_count: number;
   violation_score: number; // weighted: flagged*3 + warned*1
-  worst_flags: string[];   // unique flag types
+  worst_flags: string[]; // unique flag types
   last_violation: number;
 }
 
@@ -477,16 +646,19 @@ export async function getTopViolators(input: {
       .where(and(...conditions) as SQL)
       .orderBy(asc(messagesTable.created_at))) as MessageRecord[];
 
-    const userMap = new Map<string, {
+    const userMap = new Map<
-      user_id: string;
+      string,
-      username: string;
+      {
-      avatar_url: string | null;
+        user_id: string;
-      total_messages: number;
+        username: string;
-      flagged_count: number;
+        avatar_url: string | null;
-      warned_count: number;
+        total_messages: number;
-      flags_set: Set<string>;
+        flagged_count: number;
-      last_violation: number;
+        warned_count: number;
-    }>();
+        flags_set: Set<string>;
+        last_violation: number;
+      }
+    >();
 
     for (const msg of rows) {
       let entry = userMap.get(msg.user_id);
@@ -506,7 +678,8 @@ export async function getTopViolators(input: {
 
       entry.total_messages++;
 
-      const isViolation = msg.ai_status === "flagged" || msg.ai_status === "warn";
+      const isViolation =
+        msg.ai_status === "flagged" || msg.ai_status === "warn";
 
       if (msg.ai_status === "flagged") {
         entry.flagged_count++;
@@ -522,7 +695,9 @@ export async function getTopViolators(input: {
           if (Array.isArray(flags)) {
             for (const f of flags) entry.flags_set.add(String(f));
           }
-        } catch { /* ignore */ }
+        } catch {
+          /* ignore */
+        }
       }
 
       if (isViolation && msg.created_at > entry.last_violation) {
@@ -571,13 +746,15 @@ export async function getAnalyticsOverview(input: {
   const now = Date.now();
   const since = now - hours * 3600_000;
 
-  const [messages, hourly, topics, topUsers, totalChannels] = await Promise.all([
+  const [messages, hourly, topics, topUsers, totalChannels] = await Promise.all(
-    getModerationStats(input),
+    [
-    getHourlyStats(input),
+      getModerationStats(input),
-    getTopicTrends(input),
+      getHourlyStats(input),
-    getUserLeaderboard(input),
+      getTopicTrends(input),
-    getActiveChannelCount({ guildId, hours }),
+      getUserLeaderboard(input),
-  ]);
+      getActiveChannelCount({ guildId, hours }),
+    ],
+  );
 
   return {
     period: { start: since, end: now },

src/moderation/autoDeleteManager.ts

@@ -10,7 +10,9 @@ const parseStringList = (value?: string | null): string[] => {
   if (!value) return [];
   try {
     const parsed = JSON.parse(value) as unknown;
-    return Array.isArray(parsed) ? parsed.filter((item): item is string => typeof item === "string") : [];
+    return Array.isArray(parsed)
+      ? parsed.filter((item): item is string => typeof item === "string")
+      : [];
   } catch {
     return value
       .split(",")
@@ -23,7 +25,8 @@ const parseStringList = (value?: string | null): string[] => {
 function deriveSeverity(msg: MessageRecord): string {
   if (msg.ai_severity) return msg.ai_severity;
   const score = msg.ai_confidence ?? msg.ai_moderation_score ?? 0;
-  if (msg.ai_status === "flagged") return score >= 0.9 ? "critical" : score >= 0.7 ? "high" : "medium";
+  if (msg.ai_status === "flagged")
+    return score >= 0.9 ? "critical" : score >= 0.7 ? "high" : "medium";
   if (msg.ai_status === "warn") return score >= 0.6 ? "medium" : "low";
   return "none";
 }
@@ -32,19 +35,28 @@ function deriveSeverity(msg: MessageRecord): string {
 function deriveRecommendedAction(msg: MessageRecord): string {
   if (msg.ai_recommended_action) return msg.ai_recommended_action;
   const severity = deriveSeverity(msg);
-  if (msg.ai_status === "flagged" && (severity === "critical" || severity === "high")) return "delete";
+  if (
+    msg.ai_status === "flagged" &&
+    (severity === "critical" || severity === "high")
+  )
+    return "delete";
   if (msg.ai_status === "flagged") return "review";
   if (msg.ai_status === "warn") return "warn";
   return "none";
 }
 
 function isAutoDeleteEligible(message: MessageRecord): boolean {
-  if (message.ai_status !== "flagged" && message.ai_status !== "warn") return false;
+  if (message.ai_status !== "flagged" && message.ai_status !== "warn")
+    return false;
 
   const confidence = message.ai_confidence ?? message.ai_moderation_score ?? 0;
   if (confidence < config.AUTO_DELETE_MIN_CONFIDENCE) {
     logger.info(
-      { messageId: message.id, confidence, threshold: config.AUTO_DELETE_MIN_CONFIDENCE },
+      {
+        messageId: message.id,
+        confidence,
+        threshold: config.AUTO_DELETE_MIN_CONFIDENCE,
+      },
       "Auto-delete skipped: confidence below threshold",
     );
     return false;
@@ -72,31 +84,49 @@ function isAutoDeleteEligible(message: MessageRecord): boolean {
     return false;
   }
 
-  const allowedCategories = parseStringList(config.AUTO_DELETE_ALLOWED_CATEGORIES);
+  const allowedCategories = parseStringList(
+    config.AUTO_DELETE_ALLOWED_CATEGORIES,
+  );
   if (allowedCategories.length > 0) {
-    const messageCategories = parseStringList(message.ai_categories ?? message.ai_moderation_flags);
+    const messageCategories = parseStringList(
-    const hasAllowedCategory = messageCategories.some((cat) => allowedCategories.includes(cat));
+      message.ai_categories ?? message.ai_moderation_flags,
+    );
+    const hasAllowedCategory = messageCategories.some((cat) =>
+      allowedCategories.includes(cat),
+    );
     if (!hasAllowedCategory) {
       logger.info(
-        { messageId: message.id, categories: messageCategories, allowed: allowedCategories },
+        {
+          messageId: message.id,
+          categories: messageCategories,
+          allowed: allowedCategories,
+        },
         "Auto-delete skipped: no allowed categories match",
       );
       return false;
     }
   }
 
-  const excludedChannels = parseStringList(config.AUTO_DELETE_EXCLUDED_CHANNEL_IDS);
+  const excludedChannels = parseStringList(
+    config.AUTO_DELETE_EXCLUDED_CHANNEL_IDS,
+  );
   if (excludedChannels.length > 0) {
     const channelId = message.thread_id ?? message.channel_id;
     if (excludedChannels.includes(channelId)) {
-      logger.info({ messageId: message.id, channelId }, "Auto-delete skipped: channel excluded");
+      logger.info(
+        { messageId: message.id, channelId },
+        "Auto-delete skipped: channel excluded",
+      );
       return false;
     }
   }
 
   const excludedUsers = parseStringList(config.AUTO_DELETE_EXCLUDED_USER_IDS);
   if (excludedUsers.length > 0 && excludedUsers.includes(message.user_id)) {
-    logger.info({ messageId: message.id, userId: message.user_id }, "Auto-delete skipped: user excluded");
+    logger.info(
+      { messageId: message.id, userId: message.user_id },
+      "Auto-delete skipped: user excluded",
+    );
     return false;
   }
 
@@ -115,13 +145,21 @@ async function logAutoDeleteAttempt(
       action_type: "delete_message",
       reason: result.reason,
       executed_by: "auto-delete-manager",
-      status: result.deleted ? "executed" : result.reason === "dry_run" ? "executed" : "failed",
+      status: result.deleted
+        ? "executed"
+        : result.reason === "dry_run"
+          ? "executed"
+          : "failed",
       error: result.reason === "error" ? result.reason : null,
-      executed_at: result.deleted || result.reason === "dry_run" ? Date.now() : null,
+      executed_at:
+        result.deleted || result.reason === "dry_run" ? Date.now() : null,
     });
   } catch (error) {
     logger.warn(
-      { messageId: message.id, error: error instanceof Error ? error.message : String(error) },
+      {
+        messageId: message.id,
+        error: error instanceof Error ? error.message : String(error),
+      },
       "Failed to persist auto-delete action log",
     );
   }
@@ -147,7 +185,11 @@ function isAlreadyDeletedError(error: unknown): boolean {
 
 function hasChannelMessagesApi(
   channel: unknown,
-): channel is { messages: { fetch: (id: string) => Promise<{ delete: () => Promise<unknown> }> } } {
+): channel is {
+  messages: {
+    fetch: (id: string) => Promise<{ delete: () => Promise<unknown> }>;
+  };
+} {
   return Boolean(
     channel &&
       typeof channel === "object" &&
@@ -160,12 +202,17 @@ function hasChannelMessagesApi(
 
 function hasPermissionApi(
   channel: unknown,
-): channel is { permissionsFor: (member: unknown) => { has: (permission: string) => boolean } | null } {
+): channel is {
+  permissionsFor: (
+    member: unknown,
+  ) => { has: (permission: string) => boolean } | null;
+} {
   return Boolean(
     channel &&
       typeof channel === "object" &&
       "permissionsFor" in channel &&
-      typeof (channel as { permissionsFor?: unknown }).permissionsFor === "function",
+      typeof (channel as { permissionsFor?: unknown }).permissionsFor ===
+        "function",
   );
 }
 
@@ -178,19 +225,30 @@ export async function attemptAutoDeleteFlaggedMessage(
   }
 
   if (message.ai_status !== "flagged" && message.ai_status !== "warn") {
-    const result = { deleted: false, skipped: true, reason: "not_flagged_or_warn" } as AutoDeleteResult;
+    const result = {
+      deleted: false,
+      skipped: true,
+      reason: "not_flagged_or_warn",
+    } as AutoDeleteResult;
     await logAutoDeleteAttempt(message, result);
     return result;
   }
 
   if (!isAutoDeleteEligible(message)) {
-    const result = { deleted: false, skipped: true, reason: "not_eligible" } as AutoDeleteResult;
+    const result = {
+      deleted: false,
+      skipped: true,
+      reason: "not_eligible",
+    } as AutoDeleteResult;
     await logAutoDeleteAttempt(message, result);
     return result;
   }
 
   if (!client?.user?.id) {
-    logger.warn({ messageId: message.id }, "Auto-delete skipped: client user missing");
+    logger.warn(
+      { messageId: message.id },
+      "Auto-delete skipped: client user missing",
+    );
     return { deleted: false, skipped: true, reason: "client_user_missing" };
   }
 
@@ -232,11 +290,19 @@ export async function attemptAutoDeleteFlaggedMessage(
         { messageId: message.id, channelId, userId: client.user.id },
         "Auto-delete skipped: current user lacks Manage Messages",
       );
-      return { deleted: false, skipped: true, reason: "missing_manage_messages" };
+      return {
+        deleted: false,
+        skipped: true,
+        reason: "missing_manage_messages",
+      };
     }
 
     if (config.AUTO_DELETE_FLAGGED_DRY_RUN) {
-      const result = { deleted: false, skipped: true, reason: "dry_run" } as AutoDeleteResult;
+      const result = {
+        deleted: false,
+        skipped: true,
+        reason: "dry_run",
+      } as AutoDeleteResult;
       await logAutoDeleteAttempt(message, result);
       logger.info(
         { messageId: message.id, channelId },
@@ -248,7 +314,11 @@ export async function attemptAutoDeleteFlaggedMessage(
     const discordMessage = await channel.messages.fetch(message.id);
     await discordMessage.delete();
 
-    const result = { deleted: true, skipped: false, reason: "deleted" } as AutoDeleteResult;
+    const result = {
+      deleted: true,
+      skipped: false,
+      reason: "deleted",
+    } as AutoDeleteResult;
     await logAutoDeleteAttempt(message, result);
     logger.info(
       { messageId: message.id, channelId },
@@ -257,7 +327,11 @@ export async function attemptAutoDeleteFlaggedMessage(
     return result;
   } catch (error) {
     if (isAlreadyDeletedError(error)) {
-      const result = { deleted: true, skipped: false, reason: "already_deleted" } as AutoDeleteResult;
+      const result = {
+        deleted: true,
+        skipped: false,
+        reason: "already_deleted",
+      } as AutoDeleteResult;
       await logAutoDeleteAttempt(message, result);
       logger.info(
         { messageId: message.id, code: getErrorCode(error) },
@@ -266,7 +340,11 @@ export async function attemptAutoDeleteFlaggedMessage(
       return result;
     }
 
-    const result = { deleted: false, skipped: true, reason: "error" } as AutoDeleteResult;
+    const result = {
+      deleted: false,
+      skipped: true,
+      reason: "error",
+    } as AutoDeleteResult;
     await logAutoDeleteAttempt(message, result);
     logger.error(
       {

src/moderation/conversationContext.ts

@@ -51,7 +51,10 @@ export async function buildConversationContext(
   const targetLines = await Promise.all(
     targets.map((msg) => formatMessageForPrompt(msg, "target")),
   );
-  let usedTokens = targetLines.reduce((sum, line) => sum + estimateTokens(line), 0);
+  let usedTokens = targetLines.reduce(
+    (sum, line) => sum + estimateTokens(line),
+    0,
+  );
 
   const selectedContextLines: string[] = [];
 

src/moderation/indonesianTextNormalizer.ts

@@ -53,10 +53,13 @@ export function normalizeDiscordCustomEmoji(text: string): {
   emojiNames: string[];
 } {
   const emojiNames: string[] = [];
-  const normalized = text.replace(CUSTOM_EMOJI_PATTERN, (_match, name: string) => {
+  const normalized = text.replace(
-    emojiNames.push(name);
+    CUSTOM_EMOJI_PATTERN,
-    return `[emoji:${name}]`;
+    (_match, name: string) => {
-  });
+      emojiNames.push(name);
+      return `[emoji:${name}]`;
+    },
+  );
 
   return { text: normalized, emojiNames };
 }
@@ -82,16 +85,47 @@ export function normalizeIndonesianSlang(text: string): {
 // ---------------------------------------------------------------------------
 
 const LOCAL_BADWORDS = [
-  "anjing", "bangsat", "brengsek", "bajingan", "kontol", "memek",
+  "anjing",
-  "tai", "goblok", "tolol", "bego", "sialan", "jancuk", "kampret",
+  "bangsat",
-  "pepek", "jembut", "ngentot", "ngewe", "coli", "celaka", "laknat",
+  "brengsek",
-  "pantek", "entod", "ndasmu", "ndas", "piyo", "asu",
+  "bajingan",
+  "kontol",
+  "memek",
+  "tai",
+  "goblok",
+  "tolol",
+  "bego",
+  "sialan",
+  "jancuk",
+  "kampret",
+  "pepek",
+  "jembut",
+  "ngentot",
+  "ngewe",
+  "coli",
+  "celaka",
+  "laknat",
+  "pantek",
+  "entod",
+  "ndasmu",
+  "ndas",
+  "piyo",
+  "asu",
 ];
 
 const FALSE_POSITIVE_WHITELISTS: Record<string, string[]> = {
   asu: [
-    "asus", "masuk", "termasuk", "dimasukkan", "memasukkan",
+    "asus",
-    "kasur", "asumsi", "asuransi", "asupan", "pasukan", "pasundan",
+    "masuk",
+    "termasuk",
+    "dimasukkan",
+    "memasukkan",
+    "kasur",
+    "asumsi",
+    "asuransi",
+    "asupan",
+    "pasukan",
+    "pasundan",
   ],
   goblok: ["goblok"],
   kontol: ["kontol"],
@@ -199,7 +233,9 @@ async function callNemotronContentSafety(text: string): Promise<string[]> {
  * Detect badwords in text using NVIDIA Nemotron-3 Content Safety API.
  * Falls back to local lexical list if API key is missing or call fails.
  */
-export async function detectIndonesianBadwords(text: string): Promise<string[]> {
+export async function detectIndonesianBadwords(
+  text: string,
+): Promise<string[]> {
   // Always run local detection first (fast, no network dependency)
   const localHits = detectLocalBadwords(text);
 
@@ -211,7 +247,10 @@ export async function detectIndonesianBadwords(text: string): Promise<string[]>
       const allHits = Array.from(new Set([...localHits, ...apiCategories]));
       return allHits;
     } catch (error) {
-      log.warn({ error }, "NVIDIA Nemotron API call failed, falling back to local detection");
+      log.warn(
+        { error },
+        "NVIDIA Nemotron API call failed, falling back to local detection",
+      );
     }
   }
 
@@ -222,7 +261,9 @@ export async function detectIndonesianBadwords(text: string): Promise<string[]>
 // Async evidence builders
 // ---------------------------------------------------------------------------
 
-export async function buildModerationTextEvidence(text: string): Promise<ModerationTextEvidence> {
+export async function buildModerationTextEvidence(
+  text: string,
+): Promise<ModerationTextEvidence> {
   const emojiNormalized = normalizeDiscordCustomEmoji(text);
   const slangNormalized = normalizeIndonesianSlang(emojiNormalized.text);
   const badwordHits = await detectIndonesianBadwords(slangNormalized.text);
@@ -249,7 +290,9 @@ export async function buildModerationTextEvidence(text: string): Promise<Moderat
   };
 }
 
-export async function formatModerationTextEvidenceForPrompt(text: string): Promise<string> {
+export async function formatModerationTextEvidenceForPrompt(
+  text: string,
+): Promise<string> {
   const evidence = await buildModerationTextEvidence(text);
   if (evidence.normalized === evidence.raw && evidence.notes.length === 0) {
     return "";
@@ -257,7 +300,9 @@ export async function formatModerationTextEvidenceForPrompt(text: string): Promi
 
   return [
     `[normalized_text: ${evidence.normalized}]`,
-    evidence.notes.length > 0 ? `[normalization_notes: ${evidence.notes.join("; ")}]` : null,
+    evidence.notes.length > 0
+      ? `[normalization_notes: ${evidence.notes.join("; ")}]`
+      : null,
   ]
     .filter(Boolean)
     .join(" ");

src/moderation/messageCapture.ts

@@ -34,7 +34,11 @@ export function shouldCaptureMessageLocation(
   message: MessageLocationInput,
   target: TextCaptureTarget,
 ): boolean {
-  if (message.channelId === "1310988070996414494" || message.channelId === "1265679542144467035") return false; // Skip specific channels
+  if (
+    message.channelId === "1310988070996414494" ||
+    message.channelId === "1265679542144467035"
+  )
+    return false; // Skip specific channels
   if (!message.guildId || message.guildId !== target.guildId) return false;
   if (target.channelId && message.channelId !== target.channelId) return false;
   return true;

src/moderation/messageStore.ts

@@ -404,7 +404,9 @@ interface AIAnalysisUpdate {
   error?: string | null;
 }
 
-function stringifyAIList(value: string[] | string | null | undefined): string | null {
+function stringifyAIList(
+  value: string[] | string | null | undefined,
+): string | null {
   if (value == null) return null;
   return Array.isArray(value) ? JSON.stringify(value) : value;
 }
@@ -867,7 +869,9 @@ export async function createMessageReview(
   }
 }
 
-export async function getMessageReview(id: string): Promise<MessageReview | null> {
+export async function getMessageReview(
+  id: string,
+): Promise<MessageReview | null> {
   try {
     const database = db();
     const rows = await database
@@ -878,7 +882,10 @@ export async function getMessageReview(id: string): Promise<MessageReview | null
     return (rows[0] as MessageReview) || null;
   } catch (error) {
     logger.error(
-      { reviewId: id, error: error instanceof Error ? error.message : String(error) },
+      {
+        reviewId: id,
+        error: error instanceof Error ? error.message : String(error),
+      },
       "Failed to get message review",
     );
     throw error;
@@ -918,7 +925,10 @@ export async function listMessageReviews(query: {
       .select()
       .from(messageReviewsTable)
       .where(conditions.length > 0 ? and(...conditions) : undefined)
-      .orderBy(desc(messageReviewsTable.created_at), desc(messageReviewsTable.id))
+      .orderBy(
+        desc(messageReviewsTable.created_at),
+        desc(messageReviewsTable.id),
+      )
       .limit(limit + 1);
 
     return pageRows<MessageReview>(rows, limit);
@@ -946,7 +956,10 @@ export async function updateMessageReview(
     return rows[0] || null;
   } catch (error) {
     logger.error(
-      { reviewId: id, error: error instanceof Error ? error.message : String(error) },
+      {
+        reviewId: id,
+        error: error instanceof Error ? error.message : String(error),
+      },
       "Failed to update message review",
     );
     throw error;
@@ -986,7 +999,9 @@ export async function createModerationAction(
   }
 }
 
-export async function getModerationAction(id: string): Promise<ModerationAction | null> {
+export async function getModerationAction(
+  id: string,
+): Promise<ModerationAction | null> {
   try {
     const database = db();
     const rows = await database
@@ -997,7 +1012,10 @@ export async function getModerationAction(id: string): Promise<ModerationAction
     return (rows[0] as ModerationAction) || null;
   } catch (error) {
     logger.error(
-      { actionId: id, error: error instanceof Error ? error.message : String(error) },
+      {
+        actionId: id,
+        error: error instanceof Error ? error.message : String(error),
+      },
       "Failed to get moderation action",
     );
     throw error;
@@ -1033,7 +1051,10 @@ export async function listModerationActions(query: {
       .select()
       .from(moderationActionsTable)
       .where(conditions.length > 0 ? and(...conditions) : undefined)
-      .orderBy(desc(moderationActionsTable.created_at), desc(moderationActionsTable.id))
+      .orderBy(
+        desc(moderationActionsTable.created_at),
+        desc(moderationActionsTable.id),
+      )
       .limit(limit + 1);
 
     return pageRows<ModerationAction>(rows, limit);
@@ -1061,7 +1082,10 @@ export async function updateModerationAction(
     return rows[0] || null;
   } catch (error) {
     logger.error(
-      { actionId: id, error: error instanceof Error ? error.message : String(error) },
+      {
+        actionId: id,
+        error: error instanceof Error ? error.message : String(error),
+      },
       "Failed to update moderation action",
     );
     throw error;
@@ -1071,7 +1095,9 @@ export async function updateModerationAction(
 // Retention Policies CRUD
 // =======================
 
-export async function getRetentionPolicy(guildId: string): Promise<RetentionPolicy | null> {
+export async function getRetentionPolicy(
+  guildId: string,
+): Promise<RetentionPolicy | null> {
   try {
     const database = db();
     const rows = await database
@@ -1082,7 +1108,10 @@ export async function getRetentionPolicy(guildId: string): Promise<RetentionPoli
     return (rows[0] as RetentionPolicy) || null;
   } catch (error) {
     logger.error(
-      { guildId, error: error instanceof Error ? error.message : String(error) },
+      {
+        guildId,
+        error: error instanceof Error ? error.message : String(error),
+      },
       "Failed to get retention policy",
     );
     throw error;
@@ -1155,7 +1184,10 @@ export async function getExpiredMessages(
     return rows as MessageRecord[];
   } catch (error) {
     logger.error(
-      { retentionDays, error: error instanceof Error ? error.message : String(error) },
+      {
+        retentionDays,
+        error: error instanceof Error ? error.message : String(error),
+      },
       "Failed to get expired messages",
     );
     throw error;

src/moderation/resources/indonesianSlangLexicon.ts

@@ -21,19 +21,59 @@ export const INDONESIAN_SLANG_LEXICON: Record<string, SlangLexiconEntry> = {
   krn: { normalized: "karena", note: "common abbreviation" },
   jgn: { normalized: "jangan", note: "common abbreviation" },
   dh: { normalized: "sudah", note: "common abbreviation", safeByDefault: true },
-  udh: { normalized: "sudah", note: "common abbreviation", safeByDefault: true },
+  udh: {
-  blm: { normalized: "belum", note: "common abbreviation", safeByDefault: true },
+    normalized: "sudah",
-  sdh: { normalized: "sudah", note: "common abbreviation", safeByDefault: true },
+    note: "common abbreviation",
-  dg: { normalized: "dengan", note: "common abbreviation", safeByDefault: true },
+    safeByDefault: true,
+  },
+  blm: {
+    normalized: "belum",
+    note: "common abbreviation",
+    safeByDefault: true,
+  },
+  sdh: {
+    normalized: "sudah",
+    note: "common abbreviation",
+    safeByDefault: true,
+  },
+  dg: {
+    normalized: "dengan",
+    note: "common abbreviation",
+    safeByDefault: true,
+  },
   dr: { normalized: "dari", note: "common abbreviation", safeByDefault: true },
-  dlm: { normalized: "dalam", note: "common abbreviation", safeByDefault: true },
+  dlm: {
+    normalized: "dalam",
+    note: "common abbreviation",
+    safeByDefault: true,
+  },
   gt: { normalized: "gitu", note: "common abbreviation", safeByDefault: true },
-  doang: { normalized: "doang", note: "Indonesian 'only/just'", safeByDefault: true },
+  doang: {
+    normalized: "doang",
+    note: "Indonesian 'only/just'",
+    safeByDefault: true,
+  },
   si: { normalized: "si", note: "Indonesian particle", safeByDefault: true },
-  kah: { normalized: "kah", note: "Indonesian question particle", safeByDefault: true },
+  kah: {
-  ku: { normalized: "aku", note: "first-person informal pronoun", safeByDefault: true },
+    normalized: "kah",
-  mu: { normalized: "kamu", note: "second-person informal pronoun suffix", safeByDefault: true },
+    note: "Indonesian question particle",
-  nya: { normalized: "nya", note: "Indonesian possessive suffix", safeByDefault: true },
+    safeByDefault: true,
+  },
+  ku: {
+    normalized: "aku",
+    note: "first-person informal pronoun",
+    safeByDefault: true,
+  },
+  mu: {
+    normalized: "kamu",
+    note: "second-person informal pronoun suffix",
+    safeByDefault: true,
+  },
+  nya: {
+    normalized: "nya",
+    note: "Indonesian possessive suffix",
+    safeByDefault: true,
+  },
 
   // =========================================================================
   // Profanity — consonant-dropped / vowelless slang
@@ -41,17 +81,29 @@ export const INDONESIAN_SLANG_LEXICON: Record<string, SlangLexiconEntry> = {
   ajg: { normalized: "anjing", note: "slang for 'anjing' (profanity)" },
   anjg: { normalized: "anjing", note: "slang for 'anjing' (profanity)" },
   njing: { normalized: "anjing", note: "slang for 'anjing' (profanity)" },
-  aj: { normalized: "anjing", note: "ultra-short slang for 'anjing' (profanity)" },
+  aj: {
+    normalized: "anjing",
+    note: "ultra-short slang for 'anjing' (profanity)",
+  },
   anj: { normalized: "anjing", note: "short slang for 'anjing' (profanity)" },
   anjingg: { normalized: "anjing", note: "elongated 'anjing' (profanity)" },
-  ajgg: { normalized: "anjing", note: "vowelless + elongated 'anjing' (profanity)" },
+  ajgg: {
+    normalized: "anjing",
+    note: "vowelless + elongated 'anjing' (profanity)",
+  },
   // anjir variants
   anjir: { normalized: "anjing", note: "slang for 'anjing' (profanity)" },
   njir: { normalized: "anjing", note: "slang for 'anjing' (profanity)" },
   njr: { normalized: "anjing", note: "vowelless 'anjir' (profanity)" },
   anjay: { normalized: "anjing", note: "slang 'anjay' (profanity-adjacent)" },
-  bjir: { normalized: "anjing", note: "slang interjection 'bjir' (profanity-adjacent)" },
+  bjir: {
-  bjirr: { normalized: "anjing", note: "elongated 'bjir' (profanity-adjacent)" },
+    normalized: "anjing",
+    note: "slang interjection 'bjir' (profanity-adjacent)",
+  },
+  bjirr: {
+    normalized: "anjing",
+    note: "elongated 'bjir' (profanity-adjacent)",
+  },
   // bangsat variants
   bgsd: { normalized: "bangsat", note: "slang for 'bangsat' (profanity)" },
   bgst: { normalized: "bangsat", note: "slang for 'bangsat' (profanity)" },
@@ -91,8 +143,14 @@ export const INDONESIAN_SLANG_LEXICON: Record<string, SlangLexiconEntry> = {
   sln: { normalized: "sialan", note: "slang for 'sialan' (profanity)" },
   sialann: { normalized: "sialan", note: "elongated 'sialan' (profanity)" },
   // jancuk (Javanese)
-  jncuk: { normalized: "jancuk", note: "Javanese slang for 'jancuk' (profanity)" },
+  jncuk: {
-  jcuk: { normalized: "jancuk", note: "Javanese slang for 'jancuk' (profanity)" },
+    normalized: "jancuk",
+    note: "Javanese slang for 'jancuk' (profanity)",
+  },
+  jcuk: {
+    normalized: "jancuk",
+    note: "Javanese slang for 'jancuk' (profanity)",
+  },
   jncukk: { normalized: "jancuk", note: "elongated 'jancuk' (profanity)" },
   // kampret
   kmprt: { normalized: "kampret", note: "slang for 'kampret' (profanity)" },
@@ -118,7 +176,10 @@ export const INDONESIAN_SLANG_LEXICON: Record<string, SlangLexiconEntry> = {
   // entod
   ntd: { normalized: "entod", note: "slang for 'entod' (profanity)" },
   // Javanese insults
-  ndasmu: { normalized: "ndasmu", note: "Javanese insult 'ndasmu' (profanity)" },
+  ndasmu: {
+    normalized: "ndasmu",
+    note: "Javanese insult 'ndasmu' (profanity)",
+  },
   ndas: { normalized: "ndas", note: "Javanese insult 'ndas' (profanity)" },
   // piyo (Javanese profanity)
   piyoo: { normalized: "piyo", note: "Javanese slang 'piyo' (profanity)" },
@@ -135,31 +196,67 @@ export const INDONESIAN_SLANG_LEXICON: Record<string, SlangLexiconEntry> = {
   // furry subculture
   furry: { normalized: "furry", note: "furry / prohibited topic" },
   furries: { normalized: "furry", note: "furry / prohibited topic" },
-  transfurry: { normalized: "transfurry", note: "transfurry / prohibited topic" },
+  transfurry: {
-  transfur: { normalized: "transfurry", note: "slang for 'transfurry' / prohibited topic" },
+    normalized: "transfurry",
-  protogen: { normalized: "protogen", note: "furry subculture / prohibited topic" },
+    note: "transfurry / prohibited topic",
+  },
+  transfur: {
+    normalized: "transfurry",
+    note: "slang for 'transfurry' / prohibited topic",
+  },
+  protogen: {
+    normalized: "protogen",
+    note: "furry subculture / prohibited topic",
+  },
   therian: { normalized: "therian", note: "therianthropy / prohibited topic" },
-  therianthropy: { normalized: "therianthropy", note: "therianthropy / prohibited topic" },
+  therianthropy: {
-  otherkin: { normalized: "otherkin", note: "otherkin identity / prohibited topic" },
+    normalized: "therianthropy",
+    note: "therianthropy / prohibited topic",
+  },
+  otherkin: {
+    normalized: "otherkin",
+    note: "otherkin identity / prohibited topic",
+  },
   // furry-adjacent terms
   yiff: { normalized: "yiff", note: "furry sexual content / prohibited topic" },
   fursona: { normalized: "fursona", note: "furry persona / prohibited topic" },
-  fursonas: { normalized: "fursona", note: "furry personas / prohibited topic" },
+  fursonas: {
+    normalized: "fursona",
+    note: "furry personas / prohibited topic",
+  },
   fursuit: { normalized: "fursuit", note: "furry costume / prohibited topic" },
-  fursuits: { normalized: "fursuit", note: "furry costumes / prohibited topic" },
+  fursuits: {
+    normalized: "fursuit",
+    note: "furry costumes / prohibited topic",
+  },
   // sexual orientation terms
   gayy: { normalized: "gay", note: "elongated 'gay' / prohibited topic" },
   lesbi: { normalized: "lesbian", note: "lesbian / prohibited topic" },
-  lesbii: { normalized: "lesbian", note: "slang for 'lesbian' / prohibited topic" },
+  lesbii: {
+    normalized: "lesbian",
+    note: "slang for 'lesbian' / prohibited topic",
+  },
   homo: { normalized: "homo", note: "homosexual slur / prohibited topic" },
   waria: { normalized: "waria", note: "waria / prohibited topic" },
   trans: { normalized: "transgender", note: "transgender / prohibited topic" },
-  nonbinary: { normalized: "nonbinary", note: "nonbinary identity / prohibited topic" },
+  nonbinary: {
-  nb: { normalized: "nonbinary", note: "nonbinary abbreviation / prohibited topic" },
+    normalized: "nonbinary",
-  genderfluid: { normalized: "genderfluid", note: "genderfluid / prohibited topic" },
+    note: "nonbinary identity / prohibited topic",
+  },
+  nb: {
+    normalized: "nonbinary",
+    note: "nonbinary abbreviation / prohibited topic",
+  },
+  genderfluid: {
+    normalized: "genderfluid",
+    note: "genderfluid / prohibited topic",
+  },
   pansexual: { normalized: "pansexual", note: "pansexual / prohibited topic" },
   asexual: { normalized: "asexual", note: "asexual / prohibited topic" },
-  ace: { normalized: "asexual", note: "asexual abbreviation / prohibited topic" },
+  ace: {
+    normalized: "asexual",
+    note: "asexual abbreviation / prohibited topic",
+  },
   enby: { normalized: "enby", note: "NB/nonbinary slang / prohibited topic" },
 
   // =========================================================================
@@ -448,8 +545,14 @@ export const INDONESIAN_SLANG_LEXICON: Record<string, SlangLexiconEntry> = {
   s4s: { normalized: "sub4sub", note: "spam engagement abbreviation" },
   like4like: { normalized: "like4like", note: "spam engagement" },
   l4l: { normalized: "like4like", note: "spam engagement abbreviation" },
-  dm: { normalized: "DM", note: "direct message — check for spam/scam context" },
+  dm: {
-  pm: { normalized: "PM", note: "private message — check for spam/scam context" },
+    normalized: "DM",
+    note: "direct message — check for spam/scam context",
+  },
+  pm: {
+    normalized: "PM",
+    note: "private message — check for spam/scam context",
+  },
   click: { normalized: "click", note: "potential clickbait/scam" },
   link: { normalized: "link", note: "potential spam link — check context" },
   free: { normalized: "free", note: "potential spam bait — check context" },
@@ -468,15 +571,24 @@ export const INDONESIAN_SLANG_LEXICON: Record<string, SlangLexiconEntry> = {
   narkoba: { normalized: "narkoba", note: "narcotics / prohibited topic" },
   kokain: { normalized: "kokain", note: "cocaine / prohibited topic" },
   ekstasi: { normalized: "ekstasi", note: "ecstasy / prohibited topic" },
-  shabu: { normalized: "sabu", note: "variant spelling 'sabu' / prohibited topic" },
+  shabu: {
+    normalized: "sabu",
+    note: "variant spelling 'sabu' / prohibited topic",
+  },
 
   // =========================================================================
   // Violence / threat indicators
   // =========================================================================
   bunuh: { normalized: "bunuh", note: "kill / violence indicator" },
-  bunuhdiri: { normalized: "bunuh diri", note: "suicide / self-harm indicator" },
+  bunuhdiri: {
+    normalized: "bunuh diri",
+    note: "suicide / self-harm indicator",
+  },
   mati: { normalized: "mati", note: "die / death — context-dependent" },
-  matiin: { normalized: "matikan", note: "turn off / kill — context-dependent" },
+  matiin: {
+    normalized: "matikan",
+    note: "turn off / kill — context-dependent",
+  },
   ancam: { normalized: "ancam", note: "threat indicator" },
   ancamn: { normalized: "ancaman", note: "threat indicator" },
   bakar: { normalized: "bakar", note: "burn / violence indicator" },
@@ -586,7 +698,11 @@ export const INDONESIAN_SLANG_LEXICON: Record<string, SlangLexiconEntry> = {
   porn: { normalized: "porno", note: "pornography / NSFW content" },
   porno: { normalized: "porno", note: "pornography / NSFW content" },
   bokep: { normalized: "bokep", note: "pornography / NSFW content" },
-  bokap: { normalized: "bokap", note: "'father' slang — NOT bokep", safeByDefault: true },
+  bokap: {
+    normalized: "bokap",
+    note: "'father' slang — NOT bokep",
+    safeByDefault: true,
+  },
   ngeseks: { normalized: "ngeseks", note: "having sex / NSFW content" },
   masturbasi: { normalized: "masturbasi", note: "masturbation / NSFW content" },
   onani: { normalized: "onani", note: "masturbation / NSFW content" },
@@ -634,8 +750,14 @@ export const INDONESIAN_SLANG_LEXICON: Record<string, SlangLexiconEntry> = {
   // =========================================================================
   // Money / financial scam indicators
   // =========================================================================
-  investment: { normalized: "investment", note: "potential investment scam — check context" },
+  investment: {
-  investasi: { normalized: "investasi", note: "potential investment scam — check context" },
+    normalized: "investment",
+    note: "potential investment scam — check context",
+  },
+  investasi: {
+    normalized: "investasi",
+    note: "potential investment scam — check context",
+  },
   crypto: { normalized: "crypto", note: "crypto scam — check context" },
   bitcoin: { normalized: "bitcoin", note: "crypto — check context" },
   btc: { normalized: "bitcoin", note: "crypto — check context" },
@@ -650,8 +772,17 @@ export const INDONESIAN_SLANG_LEXICON: Record<string, SlangLexiconEntry> = {
   claim: { normalized: "claim", note: "scam bait — check context" },
   klaim: { normalized: "klaim", note: "scam bait — check context" },
   verify: { normalized: "verify", note: "potential phishing — check context" },
-  verifikasi: { normalized: "verifikasi", note: "potential phishing — check context" },
+  verifikasi: {
+    normalized: "verifikasi",
+    note: "potential phishing — check context",
+  },
   wallet: { normalized: "wallet", note: "crypto wallet — check context" },
-  seed: { normalized: "seed phrase", note: "crypto seed phrase — check context" },
+  seed: {
-  recovery: { normalized: "recovery phrase", note: "crypto recovery — check context" },
+    normalized: "seed phrase",
+    note: "crypto seed phrase — check context",
+  },
+  recovery: {
+    normalized: "recovery phrase",
+    note: "crypto recovery — check context",
+  },
 };

src/moderation/retentionManager.ts

@@ -6,10 +6,7 @@ import {
   voiceRecordingsTable,
 } from "../database/schema.js";
 import { createChildLogger } from "../logger.js";
-import {
+import { getExpiredMessages, getRetentionPolicy } from "./messageStore.js";
-  getExpiredMessages,
-  getRetentionPolicy,
-} from "./messageStore.js";
 import type { RetentionPolicy } from "./types.js";
 import { and, eq, isNull, lt, sql } from "drizzle-orm";
 
@@ -152,7 +149,10 @@ export async function executeAllRetentionPolicies(): Promise<{
     return summary;
   } catch (error) {
     const message = error instanceof Error ? error.message : String(error);
-    logger.error({ error: message }, "Failed to execute all retention policies");
+    logger.error(
+      { error: message },
+      "Failed to execute all retention policies",
+    );
     throw error;
   }
 }
@@ -161,7 +161,9 @@ export async function executeAllRetentionPolicies(): Promise<{
  * Starts a periodic retention policy executor
  * Runs every 24 hours by default
  */
-export function startRetentionPolicyWorker(intervalMs: number = 24 * 60 * 60 * 1000): NodeJS.Timeout {
+export function startRetentionPolicyWorker(
+  intervalMs: number = 24 * 60 * 60 * 1000,
+): NodeJS.Timeout {
   logger.info({ intervalMs }, "Starting retention policy worker");
 
   const interval = setInterval(async () => {

src/moderation/urlFetcher.ts

@@ -66,7 +66,8 @@ async function isSafeUrl(urlStr: string): Promise<boolean> {
 
 function extractOgImage(html: string): string | null {
   // Look for <meta ... property="og:image" ... content="..."> or <meta ... name="twitter:image" ... content="...">
-  const ogRegex = /<meta[^>]*(?:property|name)=["'](?:og:image|twitter:image)["'][^>]*content=["']([^"']+)["']/i;
+  const ogRegex =
+    /<meta[^>]*(?:property|name)=["'](?:og:image|twitter:image)["'][^>]*content=["']([^"']+)["']/i;
   const match = html.match(ogRegex);
   if (match && match[1]) {
     // Unescape basic HTML entities
@@ -74,7 +75,8 @@ function extractOgImage(html: string): string | null {
   }
 
   // Try reversed attribute order: <meta ... content="..." ... property="og:image">
-  const ogRegexRev = /<meta[^>]*content=["']([^"']+)["'][^>]*(?:property|name)=["'](?:og:image|twitter:image)["']/i;
+  const ogRegexRev =
+    /<meta[^>]*content=["']([^"']+)["'][^>]*(?:property|name)=["'](?:og:image|twitter:image)["']/i;
   const matchRev = html.match(ogRegexRev);
   if (matchRev && matchRev[1]) {
     return matchRev[1].replace(/&amp;/g, "&").replace(/&quot;/g, '"');

src/routes/analyticsRoutes.ts

@@ -17,11 +17,7 @@ export function createAnalyticsRoutes(): Router {
   // Query params: guildId (required), channelId, hours (default 24)
   router.get("/analytics/overview", async (req, res, next) => {
     try {
-      const {
+      const { guildId, channelId, hours } = req.query as {
-        guildId,
-        channelId,
-        hours,
-      } = req.query as {
         guildId?: string;
         channelId?: string;
         hours?: string;
@@ -53,11 +49,7 @@ export function createAnalyticsRoutes(): Router {
   // Query params: guildId (required), channelId, hours (default 24)
   router.get("/analytics/hourly", async (req, res, next) => {
     try {
-      const {
+      const { guildId, channelId, hours } = req.query as {
-        guildId,
-        channelId,
-        hours,
-      } = req.query as {
         guildId?: string;
         channelId?: string;
         hours?: string;
@@ -89,11 +81,7 @@ export function createAnalyticsRoutes(): Router {
   // Query params: guildId (required), channelId, hours (default 24)
   router.get("/analytics/topics", async (req, res, next) => {
     try {
-      const {
+      const { guildId, channelId, hours } = req.query as {
-        guildId,
-        channelId,
-        hours,
-      } = req.query as {
         guildId?: string;
         channelId?: string;
         hours?: string;
@@ -125,12 +113,7 @@ export function createAnalyticsRoutes(): Router {
   // Query params: guildId (required), channelId, hours (default 24), limit (default 20)
   router.get("/analytics/leaderboard", async (req, res, next) => {
     try {
-      const {
+      const { guildId, channelId, hours, limit } = req.query as {
-        guildId,
-        channelId,
-        hours,
-        limit,
-      } = req.query as {
         guildId?: string;
         channelId?: string;
         hours?: string;
@@ -165,11 +148,7 @@ export function createAnalyticsRoutes(): Router {
   // Query params: guildId (required), channelId, hours (default 24)
   router.get("/analytics/stats", async (req, res, next) => {
     try {
-      const {
+      const { guildId, channelId, hours } = req.query as {
-        guildId,
-        channelId,
-        hours,
-      } = req.query as {
         guildId?: string;
         channelId?: string;
         hours?: string;
@@ -201,12 +180,7 @@ export function createAnalyticsRoutes(): Router {
   // Query params: guildId (required), channelId, hours (default 24), limit (default 20)
   router.get("/analytics/violators", async (req, res, next) => {
     try {
-      const {
+      const { guildId, channelId, hours, limit } = req.query as {
-        guildId,
-        channelId,
-        hours,
-        limit,
-      } = req.query as {
         guildId?: string;
         channelId?: string;
         hours?: string;

tests/moderation/autoDeleteManager.test.ts

@@ -46,11 +46,13 @@ function createMessage(overrides: Partial<MessageRecord> = {}): MessageRecord {
   };
 }
 
-function createClient(options: {
+function createClient(
-  canManageMessages?: boolean;
+  options: {
-  fetchError?: unknown;
+    canManageMessages?: boolean;
-  deleteError?: unknown;
+    fetchError?: unknown;
-} = {}) {
+    deleteError?: unknown;
+  } = {},
+) {
   const deleteMock = vi.fn(async () => {
     if (options.deleteError) throw options.deleteError;
   });
@@ -113,7 +115,11 @@ describe("attemptAutoDeleteFlaggedMessage", () => {
       createMessage(), // defaults to flagged
     );
 
-    expect(result).toEqual({ deleted: true, skipped: false, reason: "deleted" });
+    expect(result).toEqual({
+      deleted: true,
+      skipped: false,
+      reason: "deleted",
+    });
     expect(fetchMessageMock).toHaveBeenCalledWith("m1");
     expect(deleteMock).toHaveBeenCalledTimes(1);
   });
@@ -127,7 +133,11 @@ describe("attemptAutoDeleteFlaggedMessage", () => {
       createMessage({ ai_status: "warn" }),
     );
 
-    expect(result).toEqual({ deleted: true, skipped: false, reason: "deleted" });
+    expect(result).toEqual({
+      deleted: true,
+      skipped: false,
+      reason: "deleted",
+    });
     expect(fetchMessageMock).toHaveBeenCalledWith("m1");
     expect(deleteMock).toHaveBeenCalledTimes(1);
   });

tests/moderation/indonesianTextNormalizer.test.ts

@@ -9,7 +9,9 @@ import {
 
 describe("normalizeDiscordCustomEmoji", () => {
   it("replaces static custom emoji", () => {
-    const result = normalizeDiscordCustomEmoji("Bersiaplah woy <:hadeh:1217434294281048185>");
+    const result = normalizeDiscordCustomEmoji(
+      "Bersiaplah woy <:hadeh:1217434294281048185>",
+    );
     expect(result.text).toBe("Bersiaplah woy [emoji:hadeh]");
     expect(result.emojiNames).toContain("hadeh");
   });
@@ -61,7 +63,9 @@ describe("buildModerationTextEvidence", () => {
     expect(evidence.normalized).toContain("[emoji:hadeh]");
     expect(evidence.badwords).toHaveLength(0);
     expect(evidence.hasBadwords).toBe(false);
-    expect(evidence.notes.some((n) => n.includes("no Indonesian badword"))).toBe(true);
+    expect(
+      evidence.notes.some((n) => n.includes("no Indonesian badword")),
+    ).toBe(true);
     expect(evidence.notes.some((n) => n.includes("emoji:hadeh"))).toBe(true);
     expect(evidence.notes.some((n) => n.includes("casual"))).toBe(true);
   });
@@ -69,7 +73,9 @@ describe("buildModerationTextEvidence", () => {
   it("detects badword when present", async () => {
     const evidence = await buildModerationTextEvidence("anjing loe kontol");
     expect(evidence.hasBadwords).toBe(true);
-    expect(evidence.notes.some((n) => n.includes("badword detected"))).toBe(true);
+    expect(evidence.notes.some((n) => n.includes("badword detected"))).toBe(
+      true,
+    );
   });
 });