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··· 13 13 # Run tests 14 14 bun test 15 15 16 16 - # Evaluate classifier 17 17 - bun run evaluate 16 16 + # Build Google Apps Script 17 17 + bun run gas build 18 18 19 19 - # Generate GScript for Gmail 20 20 - bun run generate-gscript 21 21 - # → Creates build/filter-hybrid.gs 19 19 + # Copy build/Code.gs and paste into Apps Script editor 20 20 + # https://script.google.com 22 21 ``` 23 22 24 23 ## What Gets Filtered vs Kept ··· 43 42 44 43 ## How It Works 45 44 46 46 - 1. **TypeScript Classifier** (`src/classifier.ts`) - Source of truth, rule-based patterns 47 47 - 2. **GScript Generator** (`src/generate-gscript.ts`) - Converts TS to Apps Script 48 48 - 3. **Gmail Automation** (`build/filter-hybrid.gs`) - Runs in Gmail every 10 minutes 49 49 - 50 50 - ### Architecture 45 45 + **TypeScript → Google Apps Script Pipeline** 51 46 52 47 ``` 53 53 - TypeScript Classifier (100% accurate patterns) 48 48 + src/apps-script/Code.ts (TypeScript with type safety) 54 49 ↓ 55 55 - GScript Generator 50 50 + ↓ bun run gas build (compile) 51 51 + ↓ 52 52 + build/Code.gs (Google Apps Script) 56 53 ↓ 57 57 - Google Apps Script (build/filter-hybrid.gs) 54 54 + ↓ Manual copy/paste 58 55 ↓ 59 59 - Gmail Auto-Filtering 56 56 + Google Apps Script → Gmail Auto-Filtering 60 57 ``` 61 58 62 62 - ## Workflow for Improving the Classifier 59 59 + ## Gmail Deployment 60 60 + 61 61 + ```bash 62 62 + # 1. Build 63 63 + bun run gas build 64 64 + 65 65 + # 2. Copy build/Code.gs contents 66 66 + 67 67 + # 3. Paste into Google Apps Script 68 68 + # https://script.google.com 69 69 + 70 70 + # 4. Also paste scripts/export-from-label.gs 71 71 + ``` 72 72 + 73 73 + Once deployed: 74 74 + 1. Set `DRY_RUN = false` in the Apps Script editor 75 75 + 2. Run `setupTriggers()` to enable auto-filtering every 10 minutes 76 76 + 3. Run `ensureLabels()` to create required labels 77 77 + 78 78 + ## Development Workflow 79 79 + 80 80 + ### Improving the Classifier 63 81 64 82 See [docs/WORKFLOW.md](docs/WORKFLOW.md) for detailed instructions. 65 83 66 84 ```bash 67 67 - # 1. Export emails from Gmail (run in Apps Script console) 68 68 - exportEmailsToDrive() 85 85 + # 1. Export emails from Gmail 86 86 + # Run exportEmailsToDrive() in Apps Script console 69 87 70 88 # 2. Label them interactively 71 89 bun run label new-emails.json ··· 73 91 # 3. Import and evaluate 74 92 bun run import new-emails-labeled.json 75 93 76 76 - # 4. If failures, update src/classifier.ts 94 94 + # 4. Update patterns in src/apps-script/Code.ts 77 95 78 78 - # 5. Test and deploy 96 96 + # 5. Test locally 79 97 bun test 80 80 - bun run generate-gscript 81 81 - # Copy build/filter-hybrid.gs to Apps Script 98 98 + 99 99 + # 6. Build and deploy 100 100 + bun run gas build 101 101 + # Copy build/Code.gs to Apps Script editor 82 102 ``` 103 103 + 104 104 + ### Adding New Patterns 105 105 + 106 106 + 1. Edit `src/apps-script/Code.ts` with type-safe TypeScript 107 107 + 2. Add tests in `src/classifier.test.ts` 108 108 + 3. Run `bun test` to verify 109 109 + 4. Build and deploy: `bun run gas build` then copy to Apps Script 110 110 + 111 111 + **Note**: Keep `src/classifier.ts` (local testing) and `src/apps-script/Code.ts` (deployed) in sync manually. 83 112 84 113 ## Project Structure 85 114 86 115 ``` 87 116 src/ 88 88 - classifier.ts - Main classifier logic (TypeScript) 117 117 + apps-script/ 118 118 + Code.ts - Apps Script source (TypeScript) 119 119 + appsscript.json - Apps Script manifest 120 120 + classifier.ts - Core classifier (for local testing) 89 121 classifier.test.ts - Unit tests 90 90 - types.ts - TypeScript types 91 91 - evaluate.ts - Evaluation tool 92 92 - generate-gscript.ts - TS → GScript generator 93 93 - label.ts - Interactive labeling CLI 94 94 - import-labeled.ts - Import labeled emails 122 122 + types.ts - TypeScript types 123 123 + evaluate.ts - Evaluation tool 124 124 + label.ts - Interactive labeling CLI 125 125 + import-labeled.ts - Import labeled emails 126 126 + build-gas.ts - Build/deploy script 95 127 96 128 scripts/ 97 97 - export-from-label.gs - Export emails from Gmail 129 129 + export-from-label.gs - Export emails from Gmail 98 130 99 99 - build/ - Generated files (gitignored) 100 100 - filter-hybrid.gs - Generated Gmail automation script 131 131 + build/ - Generated (gitignored) 132 132 + Code.gs - Compiled Apps Script 133 133 + compiled/ - Intermediate JavaScript 101 134 102 135 data/ 103 103 - labeled-emails.json - Main labeled dataset (58 emails) 104 104 - example-export.json - Example unlabeled export 136 136 + labeled-emails.json - Main dataset (58 emails) 137 137 + example-export.json - Example export 105 138 106 106 - docs/ 107 107 - WORKFLOW.md - Detailed workflow guide 139 139 + tsconfig.apps-script.json - TypeScript config for Apps Script 108 140 ``` 109 141 110 110 - ## Development 111 111 - 112 112 - ### Running Tests 142 142 + ## Commands 113 143 114 144 ```bash 115 115 - # Unit tests 116 116 - bun test 145 145 + # Testing & Evaluation 146 146 + bun test - Run unit tests 147 147 + bun run evaluate - Evaluate on labeled dataset 117 148 118 118 - # Full evaluation on labeled dataset 119 119 - bun run evaluate 149 149 + # Apps Script Deployment 150 150 + bun run gas build - Compile TypeScript → .gs 151 151 + 152 152 + # Labeling Workflow 153 153 + bun run label <file> - Label emails interactively 154 154 + bun run import <file> - Import labeled emails to dataset 120 155 ``` 121 156 122 122 - ### Adding New Patterns 157 157 + ## TypeScript Compilation 123 158 124 124 - 1. Update `src/classifier.ts` 125 125 - 2. Add tests in `src/classifier.test.ts` 126 126 - 3. Run `bun test` to verify 127 127 - 4. Run `bun run generate-gscript` to update GScript 128 128 - 5. Deploy `build/filter-hybrid.gs` to Gmail Apps Script 159 159 + Following [Google's official TypeScript guide](https://developers.google.com/apps-script/guides/typescript): 129 160 130 130 - ### Metrics 161 161 + - **Type safety**: Full `@types/google-apps-script` support 162 162 + - **Modern syntax**: ES6+ features (arrow functions, classes, etc.) 163 163 + - **Local development**: Edit with VS Code autocomplete 164 164 + - **Manual deployment**: Build locally, copy/paste to Apps Script 165 165 + - **No bundler overhead**: Simple TypeScript → JavaScript compilation 131 166 132 132 - - **Accuracy**: 100% (58/58 emails) 133 133 - - **Precision**: 100% (no false positives) 134 134 - - **Recall**: 100% (no false negatives) 135 135 - - **F1 Score**: 100% 167 167 + Configuration: 168 168 + - `tsconfig.apps-script.json` - Targets ES2015, no modules 169 169 + - `src/build-gas.ts` - Build script 136 170 137 137 - ## Gmail Deployment 171 171 + ## Metrics 138 172 139 139 - 1. Run `bun run generate-gscript` 140 140 - 2. Open [Google Apps Script](https://script.google.com) 141 141 - 3. Create new project 142 142 - 4. Copy contents of `build/filter-hybrid.gs` 143 143 - 5. Copy contents of `scripts/export-from-label.gs` (for exporting emails) 144 144 - 6. Set `DRY_RUN = false` when ready 145 145 - 7. Run `setupTriggers()` to enable auto-filtering 146 146 - 8. Run `ensureLabels()` to create required labels 173 173 + - **Accuracy**: 100% (58/58 emails correctly classified) 174 174 + - **Precision**: 100% (no false positives - no spam in inbox) 175 175 + - **Recall**: 100% (no false negatives - all important emails reach inbox) 176 176 + - **F1 Score**: 100% 147 177 148 178 ## Requirements 149 179 150 150 - - [Bun](https://bun.sh) runtime 180 180 + - [Bun](https://bun.sh) - JavaScript runtime 151 181 - Gmail account 152 152 - - Google Apps Script (for Gmail automation) 182 182 + - Google account for Apps Script 153 183 154 184 ## License 155 185 156 186 MIT 187 187 + 188 188 + ## References 189 189 + 190 190 + - [Google Apps Script TypeScript Guide](https://developers.google.com/apps-script/guides/typescript) 191 191 + - [@types/google-apps-script](https://www.npmjs.com/package/@types/google-apps-script)

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+7 -1

package.json

reviewed

··· 6 6 "scripts": { 7 7 "test": "bun test src/classifier.test.ts", 8 8 "evaluate": "bun src/evaluate.ts data/labeled-emails.json", 9 9 - "generate-gscript": "bun src/generate-gscript.ts", 9 9 + "gas": "bun src/build-gas.ts", 10 10 "label": "bun src/label.ts", 11 11 "import": "bun src/import-labeled.ts" 12 12 }, 13 13 "dependencies": { 14 14 "@types/bun": "latest" 15 15 + }, 16 16 + "devDependencies": { 17 17 + "@google/clasp": "^3.1.3", 18 18 + "@types/google-apps-script": "^2.0.8", 19 19 + "ts2gas": "^4.2.0", 20 20 + "typescript": "^5.9.3" 15 21 } 16 22 }

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src/apps-script/Code.ts

reviewed

··· 1 1 + // Apps Script classifier - compiled from TypeScript 2 2 + // This file is the source of truth for Gmail filtering logic 3 3 + 4 4 + // Configuration 5 5 + const AUTO_LABEL_NAME = "College/Auto"; 6 6 + const FILTERED_LABEL_NAME = "College/Filtered"; 7 7 + const APPROVED_LABEL_NAME = "College"; 8 8 + const DRY_RUN = true; 9 9 + 10 10 + const AI_BASE_URL = "https://ai.hackclub.com/proxy/v1/chat/completions"; 11 11 + const AI_MODEL = "deepseek/deepseek-r1-distill-qwen-32b"; 12 12 + 13 13 + const MAX_THREADS_PER_RUN = 75; 14 14 + const MAX_EXECUTION_TIME_MS = 4.5 * 60 * 1000; 15 15 + const GMAIL_BATCH_SIZE = 20; 16 16 + const AI_CONFIDENCE_THRESHOLD = 0.5; 17 17 + 18 18 + // Main entry points 19 19 + function ensureLabels(): void { 20 20 + getOrCreateLabel(AUTO_LABEL_NAME); 21 21 + getOrCreateLabel(FILTERED_LABEL_NAME); 22 22 + getOrCreateLabel(APPROVED_LABEL_NAME); 23 23 + Logger.log(`Labels ensured: ${AUTO_LABEL_NAME}, ${FILTERED_LABEL_NAME}, ${APPROVED_LABEL_NAME}`); 24 24 + } 25 25 + 26 26 + function runTriage(): void { 27 27 + const startTime = Date.now(); 28 28 + const autoLabel = getOrCreateLabel(AUTO_LABEL_NAME); 29 29 + const filteredLabel = getOrCreateLabel(FILTERED_LABEL_NAME); 30 30 + const approvedLabel = getOrCreateLabel(APPROVED_LABEL_NAME); 31 31 + 32 32 + const threads = autoLabel.getThreads(0, MAX_THREADS_PER_RUN); 33 33 + if (!threads.length) { 34 34 + Logger.log("No threads under College/Auto."); 35 35 + return; 36 36 + } 37 37 + 38 38 + Logger.log(`Processing ${threads.length} threads`); 39 39 + 40 40 + let stats = { 41 41 + wouldInbox: 0, 42 42 + wouldFiltered: 0, 43 43 + didInbox: 0, 44 44 + didFiltered: 0, 45 45 + errors: 0, 46 46 + skipped: 0 47 47 + }; 48 48 + 49 49 + for (let i = 0; i < threads.length; i++) { 50 50 + const elapsed = Date.now() - startTime; 51 51 + if (elapsed > MAX_EXECUTION_TIME_MS) { 52 52 + Logger.log(`Time limit reached. Processed ${i}/${threads.length}`); 53 53 + stats.skipped = threads.length - i; 54 54 + break; 55 55 + } 56 56 + 57 57 + const thread = threads[i]; 58 58 + 59 59 + try { 60 60 + processThread(thread, autoLabel, approvedLabel, filteredLabel, stats); 61 61 + } catch (e) { 62 62 + Logger.log(`ERROR: ${e}. FAIL-SAFE: Moving to inbox.`); 63 63 + stats.errors += 1; 64 64 + 65 65 + if (!DRY_RUN) { 66 66 + thread.removeLabel(autoLabel); 67 67 + thread.removeLabel(filteredLabel); 68 68 + thread.moveToInbox(); 69 69 + stats.didInbox += 1; 70 70 + } else { 71 71 + stats.wouldInbox += 1; 72 72 + } 73 73 + } 74 74 + 75 75 + if ((i + 1) % GMAIL_BATCH_SIZE === 0) { 76 76 + Utilities.sleep(100); 77 77 + } 78 78 + } 79 79 + 80 80 + const totalTime = ((Date.now() - startTime) / 1000).toFixed(2); 81 81 + Logger.log(`Summary: Inbox=${stats.wouldInbox}/${stats.didInbox}, Filtered=${stats.wouldFiltered}/${stats.didFiltered}, Errors=${stats.errors}, Time=${totalTime}s`); 82 82 + } 83 83 + 84 84 + function processThread( 85 85 + thread: GoogleAppsScript.Gmail.GmailThread, 86 86 + autoLabel: GoogleAppsScript.Gmail.GmailLabel, 87 87 + approvedLabel: GoogleAppsScript.Gmail.GmailLabel, 88 88 + filteredLabel: GoogleAppsScript.Gmail.GmailLabel, 89 89 + stats: any 90 90 + ): void { 91 91 + const msg = thread.getMessages()[thread.getMessages().length - 1]; 92 92 + if (!msg) throw new Error("No messages in thread"); 93 93 + 94 94 + const meta = { 95 95 + subject: safeStr(msg.getSubject()), 96 96 + body: safeStr(msg.getPlainBody(), 10000), 97 97 + from: safeStr(msg.getFrom()), 98 98 + }; 99 99 + 100 100 + if (!meta.subject && !meta.body) { 101 101 + Logger.log(`WARNING: No content. FAIL-SAFE: Moving to inbox.`); 102 102 + applyInboxAction(thread, autoLabel, approvedLabel, filteredLabel, stats, "no content"); 103 103 + return; 104 104 + } 105 105 + 106 106 + const result = classifyEmail(meta); 107 107 + 108 108 + Logger.log(`[${thread.getId()}] Relevant=${result.pertains} Confidence=${result.confidence} Reason="${result.reason}"`); 109 109 + 110 110 + if (result.pertains) { 111 111 + applyInboxAction(thread, autoLabel, approvedLabel, filteredLabel, stats, result.reason); 112 112 + } else { 113 113 + applyFilteredAction(thread, autoLabel, filteredLabel, stats, result.reason); 114 114 + } 115 115 + } 116 116 + 117 117 + function applyInboxAction( 118 118 + thread: GoogleAppsScript.Gmail.GmailThread, 119 119 + autoLabel: GoogleAppsScript.Gmail.GmailLabel, 120 120 + approvedLabel: GoogleAppsScript.Gmail.GmailLabel, 121 121 + filteredLabel: GoogleAppsScript.Gmail.GmailLabel, 122 122 + stats: any, 123 123 + reason: string 124 124 + ): void { 125 125 + if (DRY_RUN) { 126 126 + stats.wouldInbox += 1; 127 127 + Logger.log(` DRY_RUN: Would move to Inbox (${reason})`); 128 128 + } else { 129 129 + thread.removeLabel(autoLabel); 130 130 + thread.removeLabel(filteredLabel); 131 131 + thread.addLabel(approvedLabel); 132 132 + thread.moveToInbox(); 133 133 + stats.didInbox += 1; 134 134 + Logger.log(` Applied: Moved to Inbox (${reason})`); 135 135 + } 136 136 + } 137 137 + 138 138 + function applyFilteredAction( 139 139 + thread: GoogleAppsScript.Gmail.GmailThread, 140 140 + autoLabel: GoogleAppsScript.Gmail.GmailLabel, 141 141 + filteredLabel: GoogleAppsScript.Gmail.GmailLabel, 142 142 + stats: any, 143 143 + reason: string 144 144 + ): void { 145 145 + if (DRY_RUN) { 146 146 + stats.wouldFiltered += 1; 147 147 + Logger.log(` DRY_RUN: Would filter (${reason})`); 148 148 + } else { 149 149 + thread.removeLabel(autoLabel); 150 150 + thread.addLabel(filteredLabel); 151 151 + if (thread.isInInbox()) thread.moveToArchive(); 152 152 + stats.didFiltered += 1; 153 153 + Logger.log(` Applied: Filtered (${reason})`); 154 154 + } 155 155 + } 156 156 + 157 157 + // Classifier 158 158 + interface ClassificationResult { 159 159 + pertains: boolean; 160 160 + reason: string; 161 161 + confidence: number; 162 162 + } 163 163 + 164 164 + interface EmailMeta { 165 165 + subject: string; 166 166 + body: string; 167 167 + from: string; 168 168 + } 169 169 + 170 170 + function classifyEmail(meta: EmailMeta): ClassificationResult { 171 171 + const subject = meta.subject.toLowerCase(); 172 172 + const body = meta.body.toLowerCase(); 173 173 + const combined = subject + " " + body; 174 174 + 175 175 + // Security alerts - always relevant 176 176 + const securityResult = checkSecurity(combined); 177 177 + if (securityResult) return securityResult; 178 178 + 179 179 + // Student action confirmations 180 180 + const actionResult = checkStudentAction(combined); 181 181 + if (actionResult) return actionResult; 182 182 + 183 183 + // Accepted student info 184 184 + const acceptedResult = checkAccepted(combined); 185 185 + if (acceptedResult) return acceptedResult; 186 186 + 187 187 + // Dual enrollment 188 188 + const dualResult = checkDualEnrollment(combined); 189 189 + if (dualResult) return dualResult; 190 190 + 191 191 + // Scholarships 192 192 + const scholarshipResult = checkScholarship(subject, combined); 193 193 + if (scholarshipResult) return scholarshipResult; 194 194 + 195 195 + // Financial aid 196 196 + const aidResult = checkFinancialAid(combined); 197 197 + if (aidResult) return aidResult; 198 198 + 199 199 + // Marketing/spam 200 200 + const irrelevantResult = checkIrrelevant(combined); 201 201 + if (irrelevantResult) return irrelevantResult; 202 202 + 203 203 + // Default to not relevant 204 204 + return { pertains: false, reason: "No clear relevance indicators", confidence: 0.3 }; 205 205 + } 206 206 + 207 207 + function checkSecurity(combined: string): ClassificationResult | null { 208 208 + const patterns = [ 209 209 + /\bpassword\s+(reset|change|update|expired)\b/, 210 210 + /\breset\s+your\s+password\b/, 211 211 + /\baccount\s+security\b/, 212 212 + /\bsecurity\s+alert\b/, 213 213 + /\bunusual\s+(sign[- ]?in|activity)\b/, 214 214 + /\bverification\s+code\b/, 215 215 + /\b(2fa|mfa|two[- ]factor)\b/, 216 216 + /\bcompromised\s+account\b/, 217 217 + /\baccount\s+(locked|suspended)\b/, 218 218 + /\bsuspicious\s+activity\b/ 219 219 + ]; 220 220 + 221 221 + for (let i = 0; i < patterns.length; i++) { 222 222 + if (patterns[i].test(combined)) { 223 223 + if (/\bsaving.*\bon\s+tuition\b|\btuition.*\bsaving\b/.test(combined)) { 224 224 + continue; 225 225 + } 226 226 + return { pertains: true, reason: "Security/password alert", confidence: 1.0 }; 227 227 + } 228 228 + } 229 229 + return null; 230 230 + } 231 231 + 232 232 + function checkStudentAction(combined: string): ClassificationResult | null { 233 233 + const patterns = [ 234 234 + /\bapplication\s+(received|complete|submitted|confirmation)\b/, 235 235 + /\breceived\s+your\s+application\b/, 236 236 + /\bthank\s+you\s+for\s+(applying|submitting)\b/, 237 237 + /\benrollment\s+confirmation\b/, 238 238 + /\bconfirmation\s+(of|for)\s+(your\s+)?(application|enrollment)\b/, 239 239 + /\byour\s+application\s+(has\s+been|is)\s+(received|complete)\b/ 240 240 + ]; 241 241 + 242 242 + for (let i = 0; i < patterns.length; i++) { 243 243 + if (patterns[i].test(combined)) { 244 244 + if (/\bhow\s+to\s+apply\b|\bapply\s+now\b|\bstart\s+(your\s+)?application\b/.test(combined)) { 245 245 + continue; 246 246 + } 247 247 + return { pertains: true, reason: "Application/enrollment confirmation", confidence: 0.95 }; 248 248 + } 249 249 + } 250 250 + return null; 251 251 + } 252 252 + 253 253 + function checkAccepted(combined: string): ClassificationResult | null { 254 254 + const patterns = [ 255 255 + /\baccepted\s+(student\s+)?portal\b/, 256 256 + /\byour\s+(personalized\s+)?accepted\s+portal\b/, 257 257 + /\bdeposit\s+(today|now|by|to\s+reserve)\b/, 258 258 + /\breserve\s+your\s+(place|spot)\b/, 259 259 + /\bcongratulations.*\baccepted\b/, 260 260 + /\byou\s+(have\s+been|are|were)\s+accepted\b/, 261 261 + /\badmission\s+(decision|offer)\b/, 262 262 + /\benroll(ment)?\s+deposit\b/ 263 263 + ]; 264 264 + 265 265 + for (let i = 0; i < patterns.length; i++) { 266 266 + if (patterns[i].test(combined)) { 267 267 + if (/\bacceptance\s+rate\b|\bhigh\s+acceptance\b|\bpre[- ]admit(ted)?\b|\bautomatic\s+admission\b/.test(combined)) { 268 268 + continue; 269 269 + } 270 270 + if (/\byou\s+will\s+(also\s+)?receive\s+(an?\s+)?(accelerated\s+)?admission\s+decision\b/.test(combined)) { 271 271 + continue; 272 272 + } 273 273 + if (/\breceive\s+an\s+admission\s+decision\s+within\b/.test(combined)) { 274 274 + continue; 275 275 + } 276 276 + return { pertains: true, reason: "Accepted student information", confidence: 0.95 }; 277 277 + } 278 278 + } 279 279 + return null; 280 280 + } 281 281 + 282 282 + function checkDualEnrollment(combined: string): ClassificationResult | null { 283 283 + const patterns = [ 284 284 + /\bdual\s+enrollment\b/, 285 285 + /\bcourse\s+(registration|deletion|added|dropped)\b/, 286 286 + /\bspring\s+\d{4}\s+(course|on[- ]campus)\b/, 287 287 + /\bhow\s+to\s+register\b.*\b(course|class)/ 288 288 + ]; 289 289 + 290 290 + for (let i = 0; i < patterns.length; i++) { 291 291 + if (patterns[i].test(combined)) { 292 292 + if (/\blearn\s+more\s+about\b|\binterested\s+in\b|\bconsider\s+joining\b/.test(combined)) { 293 293 + continue; 294 294 + } 295 295 + return { pertains: true, reason: "Dual enrollment course information", confidence: 0.9 }; 296 296 + } 297 297 + } 298 298 + return null; 299 299 + } 300 300 + 301 301 + function checkScholarship(subject: string, combined: string): ClassificationResult | null { 302 302 + // Specific scholarship applications 303 303 + if (/\bapply\s+for\s+(the\s+)?.*\bscholarship\b/.test(subject)) { 304 304 + if (/\bpresident'?s\b|\bministry\b|\bimpact\b/.test(combined)) { 305 305 + return { pertains: true, reason: "Scholarship application opportunity", confidence: 0.75 }; 306 306 + } 307 307 + } 308 308 + 309 309 + // Not awarded patterns (check first) 310 310 + const notAwardedPatterns = [ 311 311 + /\bscholarship\b.*\b(held|reserved)\s+for\s+you\b/, 312 312 + /\b(held|reserved)\s+for\s+you\b/, 313 313 + /\bconsider(ed|ation)\b.*\bscholarship\b/, 314 314 + /\bscholarship\b.*\bconsider(ed|ation)\b/, 315 315 + /\beligible\s+for\b.*\bscholarship\b/, 316 316 + /\bscholarship\b.*\beligible\b/, 317 317 + /\bmay\s+qualify\b.*\bscholarship\b/ 318 318 + ]; 319 319 + 320 320 + if (/\bscholarship\b/.test(combined)) { 321 321 + for (let i = 0; i < notAwardedPatterns.length; i++) { 322 322 + if (notAwardedPatterns[i].test(combined)) { 323 323 + return { pertains: false, reason: "Scholarship not actually awarded", confidence: 0.9 }; 324 324 + } 325 325 + } 326 326 + } 327 327 + 328 328 + // Awarded patterns 329 329 + const awardedPatterns = [ 330 330 + /\bcongratulations\b.*\bscholarship\b/, 331 331 + /\byou\s+(have|received|are\s+awarded|won)\b.*\bscholarship\b/, 332 332 + /\bwe\s+(are\s+)?(pleased\s+to\s+)?award(ing)?\b.*\bscholarship\b/, 333 333 + /\bscholarship\s+(offer|award)\b/ 334 334 + ]; 335 335 + 336 336 + for (let i = 0; i < awardedPatterns.length; i++) { 337 337 + if (awardedPatterns[i].test(combined)) { 338 338 + return { pertains: true, reason: "Scholarship awarded", confidence: 0.95 }; 339 339 + } 340 340 + } 341 341 + 342 342 + return null; 343 343 + } 344 344 + 345 345 + function checkFinancialAid(combined: string): ClassificationResult | null { 346 346 + const readyPatterns = [ 347 347 + /\bfinancial\s+aid\b.*\boffer\b.*\b(ready|available)\b/, 348 348 + /\baward\s+letter\b.*\b(ready|available|posted|view)\b/, 349 349 + /\b(view|review)\s+(your\s+)?award\s+letter\b/, 350 350 + /\byour\s+aid\s+is\s+ready\b/ 351 351 + ]; 352 352 + 353 353 + const notReadyPatterns = [ 354 354 + /\blearn\s+more\s+about\b.*\bfinancial\s+aid\b/, 355 355 + /\bapply\b.*\b(for\s+)?financial\s+aid\b/, 356 356 + /\bcomplete\s+(your\s+)?fafsa\b/, 357 357 + /\bpriority\s+(deadline|consideration)\b.*\bfinancial\s+aid\b/ 358 358 + ]; 359 359 + 360 360 + for (let i = 0; i < readyPatterns.length; i++) { 361 361 + if (readyPatterns[i].test(combined)) { 362 362 + for (let j = 0; j < notReadyPatterns.length; j++) { 363 363 + if (notReadyPatterns[j].test(combined)) { 364 364 + return null; 365 365 + } 366 366 + } 367 367 + return { pertains: true, reason: "Financial aid offer ready", confidence: 0.95 }; 368 368 + } 369 369 + } 370 370 + return null; 371 371 + } 372 372 + 373 373 + function checkIrrelevant(combined: string): ClassificationResult | null { 374 374 + const patterns = [ 375 375 + /\bstudent\s+life\s+blog\b/, 376 376 + /\bnewsletter\b/, 377 377 + /\bweekly\s+(digest|update)\b/, 378 378 + /\bupcoming\s+events\b/, 379 379 + /\bjoin\s+us\s+(for|at)\b/, 380 380 + /\bopen\s+house\b/, 381 381 + /\bvirtual\s+tour\b/, 382 382 + /\bhaven'?t\s+applied.*yet\b/, 383 383 + /\bstill\s+time\s+to\s+apply\b/, 384 384 + /\bhow\s+is\s+your\s+college\s+search\b/, 385 385 + /\bextended.*\bpriority\s+deadline\b/, 386 386 + /\bpriority\s+deadline.*\bextended\b/, 387 387 + /\bsummer\s+(academy|camp|program)\b/, 388 388 + /\bugly\s+sweater\b/, 389 389 + /\bi\s+hope\s+you\s+have\s+been\s+receiving\s+my\s+emails\b/, 390 390 + /\bam\s+i\s+reaching\b/, 391 391 + /\byou\s+are\s+on\s+.*\s+(radar|list)\b/, 392 392 + /\bi\s+want\s+to\s+make\s+sure\s+you\s+know\b/, 393 393 + /\byou'?re\s+invited\s+to\s+submit\b/, 394 394 + /\bi'?m\s+eager\s+to\s+consider\s+you\b/, 395 395 + /\bsubmit\s+your\s+.*\s+application\b/, 396 396 + /\bpriority\s+status\b.*\bsubmit.*application\b/ 397 397 + ]; 398 398 + 399 399 + for (let i = 0; i < patterns.length; i++) { 400 400 + if (patterns[i].test(combined)) { 401 401 + return { pertains: false, reason: "Marketing/newsletter/spam", confidence: 0.95 }; 402 402 + } 403 403 + } 404 404 + 405 405 + if (/\bhaven'?t\s+applied\b/.test(combined)) { 406 406 + return { pertains: false, reason: "Unsolicited outreach", confidence: 0.95 }; 407 407 + } 408 408 + 409 409 + return null; 410 410 + } 411 411 + 412 412 + // Utilities 413 413 + function getOrCreateLabel(name: string): GoogleAppsScript.Gmail.GmailLabel { 414 414 + return GmailApp.getUserLabelByName(name) || GmailApp.createLabel(name); 415 415 + } 416 416 + 417 417 + function safeStr(s: string | null, maxLen?: number): string { 418 418 + if (s === null || s === undefined) return ""; 419 419 + const str = s.toString().trim(); 420 420 + if (maxLen && str.length > maxLen) return str.slice(0, maxLen); 421 421 + return str; 422 422 + } 423 423 + 424 424 + function setupTriggers(): void { 425 425 + // Delete existing triggers 426 426 + const triggers = ScriptApp.getProjectTriggers(); 427 427 + for (let i = 0; i < triggers.length; i++) { 428 428 + if (triggers[i].getHandlerFunction() === "runTriage") { 429 429 + ScriptApp.deleteTrigger(triggers[i]); 430 430 + } 431 431 + } 432 432 + 433 433 + // Create new trigger 434 434 + ScriptApp.newTrigger("runTriage") 435 435 + .timeBased() 436 436 + .everyMinutes(10) 437 437 + .create(); 438 438 + 439 439 + Logger.log("Trigger created: runTriage every 10 minutes"); 440 440 + } 441 441 +

+11

src/apps-script/appsscript.json

reviewed

··· 1 1 + { 2 2 + "timeZone": "America/New_York", 3 3 + "dependencies": {}, 4 4 + "exceptionLogging": "STACKDRIVER", 5 5 + "runtimeVersion": "V8", 6 6 + "oauthScopes": [ 7 7 + "https://www.googleapis.com/auth/gmail.modify", 8 8 + "https://www.googleapis.com/auth/gmail.labels", 9 9 + "https://www.googleapis.com/auth/script.external_request" 10 10 + ] 11 11 + }

+47

src/build-gas.ts

reviewed

··· 1 1 + #!/usr/bin/env bun 2 2 + // Build script for Google Apps Script 3 3 + 4 4 + import { execSync } from "child_process"; 5 5 + 6 6 + const command = process.argv[2] || "build"; 7 7 + 8 8 + if (command === "build") { 9 9 + console.log("🔨 Building for Apps Script (local .gs file)...\n"); 10 10 + 11 11 + // Compile TypeScript 12 12 + console.log("1️⃣ Compiling TypeScript..."); 13 13 + try { 14 14 + execSync("tsc -p tsconfig.apps-script.json", { stdio: "inherit" }); 15 15 + console.log("✅ TypeScript compiled\n"); 16 16 + } catch (e) { 17 17 + console.error("❌ TypeScript compilation failed"); 18 18 + process.exit(1); 19 19 + } 20 20 + 21 21 + // Create .gs file 22 22 + console.log("2️⃣ Creating .gs file..."); 23 23 + const { mkdirSync, readFileSync, writeFileSync } = await import("fs"); 24 24 + mkdirSync("build", { recursive: true }); 25 25 + const js = readFileSync("build/compiled/Code.js", "utf-8"); 26 26 + 27 27 + const header = `// Auto-generated from TypeScript at: ${new Date().toISOString()} 28 28 + // Source: src/apps-script/Code.ts 29 29 + // DO NOT EDIT THIS FILE DIRECTLY - Edit the TypeScript source instead 30 30 + 31 31 + `; 32 32 + 33 33 + writeFileSync("build/Code.gs", header + js); 34 34 + console.log("✅ Created build/Code.gs\n"); 35 35 + 36 36 + console.log("🎉 Build complete!"); 37 37 + console.log("\n📋 Next steps:"); 38 38 + console.log(" 1. Open https://script.google.com"); 39 39 + console.log(" 2. Create a new project (or open existing)"); 40 40 + console.log(" 3. Copy build/Code.gs"); 41 41 + console.log(" 4. Paste into the Code.gs file in Apps Script editor"); 42 42 + console.log(" 5. Save and run setupTriggers()"); 43 43 + } else { 44 44 + console.log("Usage: bun run gas [build]"); 45 45 + console.log("\nCommands:"); 46 46 + console.log(" build - Compile TypeScript to .gs file (default)"); 47 47 + }

-195

src/generate-gscript.ts

reviewed

··· 1 1 - #!/usr/bin/env bun 2 2 - // Generate GScript-compatible classifier code from TypeScript rules 3 3 - 4 4 - import { readFile, writeFile } from "fs/promises"; 5 5 - 6 6 - // Read the classifier 7 7 - const classifierSrc = await readFile("src/classifier.ts", "utf-8"); 8 8 - 9 9 - // Extract patterns from each rule function 10 10 - const extractPatterns = (functionName: string): string[] => { 11 11 - const match = classifierSrc.match(new RegExp(`private ${functionName}[^}]+\\[([^\\]]+)\\]`, "s")); 12 12 - if (!match) return []; 13 13 - 14 14 - return match[1] 15 15 - .split(/,\s*/) 16 16 - .map(p => p.trim()) 17 17 - .filter(p => p.startsWith("/")); 18 18 - }; 19 19 - 20 20 - const securityPatterns = extractPatterns("checkSecurity"); 21 21 - const studentActionPatterns = extractPatterns("checkStudentAction"); 22 22 - const acceptedPatterns = extractPatterns("checkAccepted"); 23 23 - const scholarshipAwardedPatterns = classifierSrc.match(/awardedPatterns = \[([^\]]+)\]/s)?.[1] 24 24 - .split(/,\s*/).map(p => p.trim()).filter(p => p.startsWith("/")) || []; 25 25 - const scholarshipNotAwardedPatterns = classifierSrc.match(/notAwardedPatterns = \[([^\]]+)\]/s)?.[1] 26 26 - .split(/,\s*/).map(p => p.trim()).filter(p => p.startsWith("/")) || []; 27 27 - const irrelevantPatterns = extractPatterns("checkIrrelevant"); 28 28 - 29 29 - // Generate GScript code 30 30 - const gscript = ` 31 31 - // Auto-generated from classifier.ts - DO NOT EDIT MANUALLY 32 32 - // Generated at: ${new Date().toISOString()} 33 33 - 34 34 - function classifyEmailTS(meta) { 35 35 - const subject = (meta.subject || "").toLowerCase(); 36 36 - const body = (meta.body || "").toLowerCase(); 37 37 - const from = (meta.from || "").toLowerCase(); 38 38 - const combined = subject + " " + body; 39 39 - 40 40 - // Security alerts - always relevant 41 41 - const securityPatterns = [ 42 42 - ${securityPatterns.join(",\n ")} 43 43 - ]; 44 44 - 45 45 - for (const pattern of securityPatterns) { 46 46 - if (pattern.test(combined)) { 47 47 - // Exclude tuition savings marketing 48 48 - if (/\\bsaving.*\\bon\\s+tuition\\b|\\btuition.*\\bsaving\\b/.test(combined)) { 49 49 - continue; 50 50 - } 51 51 - return { 52 52 - pertains: true, 53 53 - reason: "Security/password alert - always important", 54 54 - confidence: 1.0 55 55 - }; 56 56 - } 57 57 - } 58 58 - 59 59 - // Student action confirmations 60 60 - const actionPatterns = [ 61 61 - ${studentActionPatterns.join(",\n ")} 62 62 - ]; 63 63 - 64 64 - for (const pattern of actionPatterns) { 65 65 - if (pattern.test(combined)) { 66 66 - if (/\\bhow\\s+to\\s+apply\\b|\\bapply\\s+now\\b|\\bstart\\s+(your\\s+)?application\\b/.test(combined)) { 67 67 - continue; 68 68 - } 69 69 - return { 70 70 - pertains: true, 71 71 - reason: "Confirmation of student action", 72 72 - confidence: 0.95 73 73 - }; 74 74 - } 75 75 - } 76 76 - 77 77 - // Accepted student info 78 78 - const acceptedPatterns = [ 79 79 - ${acceptedPatterns.join(",\n ")} 80 80 - ]; 81 81 - 82 82 - for (const pattern of acceptedPatterns) { 83 83 - if (pattern.test(combined)) { 84 84 - if (/\\bacceptance\\s+rate\\b|\\bhigh\\s+acceptance\\b|\\bpre[- ]admit(ted)?\\b|\\bautomatic\\s+admission\\b/.test(combined)) { 85 85 - continue; 86 86 - } 87 87 - return { 88 88 - pertains: true, 89 89 - reason: "Accepted student portal/deposit information", 90 90 - confidence: 0.95 91 91 - }; 92 92 - } 93 93 - } 94 94 - 95 95 - // Dual enrollment 96 96 - if (/\\bdual\\s+enrollment\\b|\\bcourse\\s+(registration|deletion|added|dropped)\\b/.test(combined)) { 97 97 - if (!/\\blearn\\s+more\\s+about\\b|\\binterested\\s+in\\b|\\bconsider\\s+joining\\b/.test(combined)) { 98 98 - return { 99 99 - pertains: true, 100 100 - reason: "Dual enrollment course information", 101 101 - confidence: 0.9 102 102 - }; 103 103 - } 104 104 - } 105 105 - 106 106 - // Scholarships - check specific applications first 107 107 - if (/\\bapply\\s+for\\s+(the\\s+)?.*\\bscholarship\\b/.test(subject)) { 108 108 - if (/\\bpresident'?s\\b|\\bministry\\b|\\bimpact\\b/.test(combined)) { 109 109 - return { 110 110 - pertains: true, 111 111 - reason: "Scholarship application opportunity", 112 112 - confidence: 0.75 113 113 - }; 114 114 - } 115 115 - } 116 116 - 117 117 - // Scholarship not awarded (check before awarded) 118 118 - const scholarshipNotAwardedPatterns = [ 119 119 - ${scholarshipNotAwardedPatterns.join(",\n ")} 120 120 - ]; 121 121 - 122 122 - if (/\\bscholarship\\b/.test(combined)) { 123 123 - for (const pattern of scholarshipNotAwardedPatterns) { 124 124 - if (pattern.test(combined)) { 125 125 - return { 126 126 - pertains: false, 127 127 - reason: "Scholarship not actually awarded", 128 128 - confidence: 0.9 129 129 - }; 130 130 - } 131 131 - } 132 132 - } 133 133 - 134 134 - // Scholarship awarded 135 135 - const scholarshipAwardedPatterns = [ 136 136 - ${scholarshipAwardedPatterns.join(",\n ")} 137 137 - ]; 138 138 - 139 139 - for (const pattern of scholarshipAwardedPatterns) { 140 140 - if (pattern.test(combined)) { 141 141 - return { 142 142 - pertains: true, 143 143 - reason: "Scholarship actually awarded", 144 144 - confidence: 0.95 145 145 - }; 146 146 - } 147 147 - } 148 148 - 149 149 - // Financial aid ready 150 150 - if (/\\bfinancial\\s+aid\\b.*\\boffer\\b.*\\b(ready|available)\\b|\\baward\\s+letter\\b.*\\b(ready|available)\\b/.test(combined)) { 151 151 - if (!/\\blearn\\s+more\\s+about\\b|\\bapply\\b|\\bcomplete\\s+(your\\s+)?fafsa\\b/.test(combined)) { 152 152 - return { 153 153 - pertains: true, 154 154 - reason: "Financial aid offer ready", 155 155 - confidence: 0.95 156 156 - }; 157 157 - } 158 158 - } 159 159 - 160 160 - // Marketing/spam - definitely not relevant 161 161 - const irrelevantPatterns = [ 162 162 - ${irrelevantPatterns.join(",\n ")} 163 163 - ]; 164 164 - 165 165 - for (const pattern of irrelevantPatterns) { 166 166 - if (pattern.test(combined)) { 167 167 - return { 168 168 - pertains: false, 169 169 - reason: "Marketing/newsletter/unsolicited outreach", 170 170 - confidence: 0.95 171 171 - }; 172 172 - } 173 173 - } 174 174 - 175 175 - // Haven't applied yet 176 176 - if (/\\bhaven'?t\\s+applied\\b/.test(combined)) { 177 177 - return { 178 178 - pertains: false, 179 179 - reason: "Unsolicited email where student has not applied", 180 180 - confidence: 0.95 181 181 - }; 182 182 - } 183 183 - 184 184 - // Default to not relevant 185 185 - return { 186 186 - pertains: false, 187 187 - reason: "No clear relevance indicators found", 188 188 - confidence: 0.3 189 189 - }; 190 190 - } 191 191 - `.trim(); 192 192 - 193 193 - await writeFile("build/filter-hybrid.gs", gscript); 194 194 - console.log("✅ Generated build/filter-hybrid.gs"); 195 195 - console.log(" Deploy this file to Google Apps Script");

+17

tsconfig.apps-script.json

reviewed

··· 1 1 + { 2 2 + "compilerOptions": { 3 3 + "target": "ES2015", 4 4 + "module": "none", 5 5 + "lib": ["ES2015"], 6 6 + "noImplicitAny": true, 7 7 + "strict": false, 8 8 + "outDir": "build/compiled", 9 9 + "removeComments": false, 10 10 + "sourceMap": false, 11 11 + "esModuleInterop": true, 12 12 + "skipLibCheck": true, 13 13 + "types": ["google-apps-script"] 14 14 + }, 15 15 + "include": ["src/apps-script/**/*.ts"], 16 16 + "exclude": ["node_modules"] 17 17 + }