commit 1a4b8da681134cabecf10d2c0e718a48142c83e5 · dunkirk.sh/filter-college-spam

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README.md

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       # Run tests

     

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       bun test

     

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       # Evaluate classifier

     

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       bun run evaluate

     

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       # Build Google Apps Script

     

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       bun run gas build

     

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       # Generate GScript for Gmail

     

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       bun run generate-gscript

     

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       # → Creates build/filter-hybrid.gs

     

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       # Copy build/Code.gs and paste into Apps Script editor

     

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       # https://script.google.com

     

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       ```

     

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       ## What Gets Filtered vs Kept

     
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       ## How It Works

     

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       1. **TypeScript Classifier** (`src/classifier.ts`) - Source of truth, rule-based patterns

     

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       2. **GScript Generator** (`src/generate-gscript.ts`) - Converts TS to Apps Script

     

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       3. **Gmail Automation** (`build/filter-hybrid.gs`) - Runs in Gmail every 10 minutes

     

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       ### Architecture

     

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       **TypeScript → Google Apps Script Pipeline**

     

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       ```

     

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       TypeScript Classifier (100% accurate patterns)

     

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       src/apps-script/Code.ts (TypeScript with type safety)

     

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         ↓

     

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       GScript Generator

     

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         ↓ bun run gas build (compile)

     

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         ↓

     

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       build/Code.gs (Google Apps Script)

     

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         ↓

     

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       Google Apps Script (build/filter-hybrid.gs)

     

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         ↓ Manual copy/paste

     

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         ↓

     

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       Gmail Auto-Filtering

     

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       Google Apps Script → Gmail Auto-Filtering

     

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       ```

     

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       ## Workflow for Improving the Classifier

     

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       ## Gmail Deployment

     

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       ```bash

     

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       # 1. Build

     

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       bun run gas build

     

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       # 2. Copy build/Code.gs contents

     

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       # 3. Paste into Google Apps Script

     

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       # https://script.google.com

     

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       # 4. Also paste scripts/export-from-label.gs

     

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       ```

     

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       Once deployed:

     

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       1. Set `DRY_RUN = false` in the Apps Script editor

     

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       2. Run `setupTriggers()` to enable auto-filtering every 10 minutes

     

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       3. Run `ensureLabels()` to create required labels

     

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       ## Development Workflow

     

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       ### Improving the Classifier

     

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       See [docs/WORKFLOW.md](docs/WORKFLOW.md) for detailed instructions.

     

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       ```bash

     

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       # 1. Export emails from Gmail (run in Apps Script console)

     

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       exportEmailsToDrive()

     

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       # 1. Export emails from Gmail

     

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       # Run exportEmailsToDrive() in Apps Script console

     

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       # 2. Label them interactively

     

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       bun run label new-emails.json

     
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       # 3. Import and evaluate

     

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       bun run import new-emails-labeled.json

     

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       # 4. If failures, update src/classifier.ts

     

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       # 4. Update patterns in src/apps-script/Code.ts

     

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       # 5. Test and deploy

     

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       # 5. Test locally

     

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       bun test

     

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       bun run generate-gscript

     

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       # Copy build/filter-hybrid.gs to Apps Script

     

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       # 6. Build and deploy

     

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       bun run gas build

     

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       # Copy build/Code.gs to Apps Script editor

     

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       ```

     

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       ### Adding New Patterns

     

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       1. Edit `src/apps-script/Code.ts` with type-safe TypeScript

     

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       2. Add tests in `src/classifier.test.ts`

     

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       3. Run `bun test` to verify

     

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       4. Build and deploy: `bun run gas build` then copy to Apps Script

     

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       **Note**: Keep `src/classifier.ts` (local testing) and `src/apps-script/Code.ts` (deployed) in sync manually.

     

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       ## Project Structure

     

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       ```

     

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       src/

     

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         classifier.ts         - Main classifier logic (TypeScript)

     

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         apps-script/

     

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           Code.ts             - Apps Script source (TypeScript)

     

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           appsscript.json     - Apps Script manifest

     

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         classifier.ts         - Core classifier (for local testing)

     

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         classifier.test.ts    - Unit tests

     

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         types.ts             - TypeScript types

     

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         evaluate.ts          - Evaluation tool

     

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         generate-gscript.ts  - TS → GScript generator

     

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         label.ts             - Interactive labeling CLI

     

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         import-labeled.ts    - Import labeled emails

     

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         types.ts              - TypeScript types

     

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         evaluate.ts           - Evaluation tool

     

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         label.ts              - Interactive labeling CLI

     

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         import-labeled.ts     - Import labeled emails

     

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         build-gas.ts          - Build/deploy script

     

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       scripts/

     

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         export-from-label.gs - Export emails from Gmail

     

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         export-from-label.gs  - Export emails from Gmail

     

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       build/                 - Generated files (gitignored)

     

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         filter-hybrid.gs     - Generated Gmail automation script

     

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       build/                  - Generated (gitignored)

     

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         Code.gs               - Compiled Apps Script

     

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         compiled/             - Intermediate JavaScript

     

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       data/

     

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         labeled-emails.json  - Main labeled dataset (58 emails)

     

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         example-export.json  - Example unlabeled export

     

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         labeled-emails.json   - Main dataset (58 emails)

     

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         example-export.json   - Example export

     

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       docs/

     

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         WORKFLOW.md          - Detailed workflow guide

     

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       tsconfig.apps-script.json - TypeScript config for Apps Script

     

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       ```

     

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       ## Development

     

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       ### Running Tests

     

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       ## Commands

     

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       ```bash

     

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       # Unit tests

     

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       bun test

     

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       # Testing & Evaluation

     

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       bun test                - Run unit tests

     

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       bun run evaluate        - Evaluate on labeled dataset

     

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       # Full evaluation on labeled dataset

     

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       bun run evaluate

     

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       # Apps Script Deployment

     

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       bun run gas build       - Compile TypeScript → .gs

     

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       # Labeling Workflow

     

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       bun run label <file>    - Label emails interactively

     

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       bun run import <file>   - Import labeled emails to dataset

     

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       ```

     

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       ### Adding New Patterns

     

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       ## TypeScript Compilation

     

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       1. Update `src/classifier.ts`

     

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       2. Add tests in `src/classifier.test.ts`

     

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       3. Run `bun test` to verify

     

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       4. Run `bun run generate-gscript` to update GScript

     

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       5. Deploy `build/filter-hybrid.gs` to Gmail Apps Script

     

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       Following [Google's official TypeScript guide](https://developers.google.com/apps-script/guides/typescript):

     

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       ### Metrics

     

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       - **Type safety**: Full `@types/google-apps-script` support

     

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       - **Modern syntax**: ES6+ features (arrow functions, classes, etc.)

     

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       - **Local development**: Edit with VS Code autocomplete

     

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       - **Manual deployment**: Build locally, copy/paste to Apps Script

     

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       - **No bundler overhead**: Simple TypeScript → JavaScript compilation

     

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       - **Accuracy**: 100% (58/58 emails)

     

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       - **Precision**: 100% (no false positives)

     

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       - **Recall**: 100% (no false negatives)

     

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       - **F1 Score**: 100%

     

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       Configuration:

     

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       - `tsconfig.apps-script.json` - Targets ES2015, no modules

     

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       - `src/build-gas.ts` - Build script

     

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       ## Gmail Deployment

     

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       ## Metrics

     

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       1. Run `bun run generate-gscript`

     

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       2. Open [Google Apps Script](https://script.google.com)

     

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       3. Create new project

     

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       4. Copy contents of `build/filter-hybrid.gs`

     

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       5. Copy contents of `scripts/export-from-label.gs` (for exporting emails)

     

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       6. Set `DRY_RUN = false` when ready

     

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       7. Run `setupTriggers()` to enable auto-filtering

     

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       8. Run `ensureLabels()` to create required labels

     

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       - **Accuracy**: 100% (58/58 emails correctly classified)

     

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       - **Precision**: 100% (no false positives - no spam in inbox)

     

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       - **Recall**: 100% (no false negatives - all important emails reach inbox)

     

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       - **F1 Score**: 100%

     

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       ## Requirements

     

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       - [Bun](https://bun.sh) runtime

     

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       - [Bun](https://bun.sh) - JavaScript runtime

     

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       - Gmail account

     

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       - Google Apps Script (for Gmail automation)

     

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       - Google account for Apps Script

     

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       ## License

     

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       MIT

     

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       ## References

     

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       - [Google Apps Script TypeScript Guide](https://developers.google.com/apps-script/guides/typescript)

     

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       - [@types/google-apps-script](https://www.npmjs.com/package/@types/google-apps-script)

+559

bun.lock

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         "lockfileVersion": 1,

     

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           "": {

     

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             "name": "filter-college-spam",

     

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           "which": ["which@2.0.2", "", { "dependencies": { "isexe": "^2.0.0" }, "bin": { "node-which": "./bin/node-which" } }, "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA=="],

     

       486
       486
       +
       

     

       487
       487
       +
           "wrap-ansi": ["wrap-ansi@6.2.0", "", { "dependencies": { "ansi-styles": "^4.0.0", "string-width": "^4.1.0", "strip-ansi": "^6.0.0" } }, "sha512-r6lPcBGxZXlIcymEu7InxDMhdW0KDxpLgoFLcguasxCaJ/SOIZwINatK9KY/tf+ZrlywOKU0UDj3ATXUBfxJXA=="],

     

       488
       488
       +
       

     

       489
       489
       +
           "wrappy": ["wrappy@1.0.2", "", {}, "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="],

     

       490
       490
       +
       

     

       491
       491
       +
           "wsl-utils": ["wsl-utils@0.1.0", "", { "dependencies": { "is-wsl": "^3.1.0" } }, "sha512-h3Fbisa2nKGPxCpm89Hk33lBLsnaGBvctQopaBSOW/uIs6FTe1ATyAnKFJrzVs9vpGdsTe73WF3V4lIsk4Gacw=="],

     

       492
       492
       +
       

     

       493
       493
       +
           "yocto-queue": ["yocto-queue@1.2.2", "", {}, "sha512-4LCcse/U2MHZ63HAJVE+v71o7yOdIe4cZ70Wpf8D/IyjDKYQLV5GD46B+hSTjJsvV5PztjvHoU580EftxjDZFQ=="],

     

       494
       494
       +
       

     

       495
       495
       +
           "yoctocolors-cjs": ["yoctocolors-cjs@2.1.3", "", {}, "sha512-U/PBtDf35ff0D8X8D0jfdzHYEPFxAI7jJlxZXwCSez5M3190m+QobIfh+sWDWSHMCWWJN2AWamkegn6vr6YBTw=="],

     

       496
       496
       +
       

     

       497
       497
       +
           "zod": ["zod@3.25.76", "", {}, "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ=="],

     

       498
       498
       +
       

     

       499
       499
       +
           "zod-to-json-schema": ["zod-to-json-schema@3.25.0", "", { "peerDependencies": { "zod": "^3.25 || ^4" } }, "sha512-HvWtU2UG41LALjajJrML6uQejQhNJx+JBO9IflpSja4R03iNWfKXrj6W2h7ljuLyc1nKS+9yDyL/9tD1U/yBnQ=="],

     

       500
       500
       +
       

     

       501
       501
       +
           "@inquirer/core/signal-exit": ["signal-exit@4.1.0", "", {}, "sha512-bzyZ1e88w9O1iNJbKnOlvYTrWPDl46O1bG0D3XInv+9tkPrxrN8jUUTiFlDkkmKWgn1M6CfIA13SuGqOa9Korw=="],

     

       502
       502
       +
       

     

       503
       503
       +
           "ansi-escapes/type-fest": ["type-fest@0.21.3", "", {}, "sha512-t0rzBq87m3fVcduHDUFhKmyyX+9eo6WQjZvf51Ea/M0Q7+T374Jp1aUiyUl0GKxp8M/OETVHSDvmkyPgvX+X2w=="],

     

       504
       504
       +
       

     

       505
       505
       +
           "figures/is-unicode-supported": ["is-unicode-supported@1.3.0", "", {}, "sha512-43r2mRvz+8JRIKnWJ+3j8JtjRKZ6GmjzfaE/qiBJnikNnYv/6bagRJ1kUhNk8R5EX/GkobD+r+sfxCPJsiKBLQ=="],

     

       506
       506
       +
       

     

       507
       507
       +
           "inquirer-autocomplete-standalone/@inquirer/core": ["@inquirer/core@3.1.2", "", { "dependencies": { "@inquirer/type": "^1.1.2", "@types/mute-stream": "^0.0.1", "@types/node": "^20.4.8", "@types/wrap-ansi": "^3.0.0", "ansi-escapes": "^4.3.2", "chalk": "^4.1.2", "cli-spinners": "^2.9.0", "cli-width": "^4.1.0", "figures": "^3.2.0", "mute-stream": "^1.0.0", "run-async": "^3.0.0", "strip-ansi": "^6.0.1", "wrap-ansi": "^6.2.0" } }, "sha512-lR2GaqBkp42Ew9BOAOqf2pSp+ymVES1qN8OC90WWh45yeoYLl0Ty1GyCxmkKqBJtq/+Ea1MF12AdFcZcpRNFsw=="],

     

       508
       508
       +
       

     

       509
       509
       +
           "inquirer-autocomplete-standalone/@inquirer/type": ["@inquirer/type@1.5.5", "", { "dependencies": { "mute-stream": "^1.0.0" } }, "sha512-MzICLu4yS7V8AA61sANROZ9vT1H3ooca5dSmI1FjZkzq7o/koMsRfQSzRtFo+F3Ao4Sf1C0bpLKejpKB/+j6MA=="],

     

       510
       510
       +
       

     

       511
       511
       +
           "log-symbols/is-unicode-supported": ["is-unicode-supported@1.3.0", "", {}, "sha512-43r2mRvz+8JRIKnWJ+3j8JtjRKZ6GmjzfaE/qiBJnikNnYv/6bagRJ1kUhNk8R5EX/GkobD+r+sfxCPJsiKBLQ=="],

     

       512
       512
       +
       

     

       513
       513
       +
           "micromatch/picomatch": ["picomatch@2.3.1", "", {}, "sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA=="],

     

       514
       514
       +
       

     

       515
       515
       +
           "parse-json/type-fest": ["type-fest@4.41.0", "", {}, "sha512-TeTSQ6H5YHvpqVwBRcnLDCBnDOHWYu7IvGbHT6N8AOymcr9PJGjc1GTtiWZTYg0NCgYwvnYWEkVChQAr9bjfwA=="],

     

       516
       516
       +
       

     

       517
       517
       +
           "read-package-up/type-fest": ["type-fest@4.41.0", "", {}, "sha512-TeTSQ6H5YHvpqVwBRcnLDCBnDOHWYu7IvGbHT6N8AOymcr9PJGjc1GTtiWZTYg0NCgYwvnYWEkVChQAr9bjfwA=="],

     

       518
       518
       +
       

     

       519
       519
       +
           "read-pkg/type-fest": ["type-fest@4.41.0", "", {}, "sha512-TeTSQ6H5YHvpqVwBRcnLDCBnDOHWYu7IvGbHT6N8AOymcr9PJGjc1GTtiWZTYg0NCgYwvnYWEkVChQAr9bjfwA=="],

     

       520
       520
       +
       

     

       521
       521
       +
           "restore-cursor/signal-exit": ["signal-exit@4.1.0", "", {}, "sha512-bzyZ1e88w9O1iNJbKnOlvYTrWPDl46O1bG0D3XInv+9tkPrxrN8jUUTiFlDkkmKWgn1M6CfIA13SuGqOa9Korw=="],

     

       522
       522
       +
       

     

       523
       523
       +
           "ts2gas/typescript": ["typescript@4.9.5", "", { "bin": { "tsc": "bin/tsc", "tsserver": "bin/tsserver" } }, "sha512-1FXk9E2Hm+QzZQ7z+McJiHL4NW1F2EzMu9Nq9i3zAaGqibafqYwCVU6WyWAuyQRRzOlxou8xZSyXLEN8oKj24g=="],

     

       524
       524
       +
       

     

       525
       525
       +
           "wrap-ansi/ansi-styles": ["ansi-styles@4.3.0", "", { "dependencies": { "color-convert": "^2.0.1" } }, "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg=="],

     

       526
       526
       +
       

     

       527
       527
       +
           "wrap-ansi/string-width": ["string-width@4.2.3", "", { "dependencies": { "emoji-regex": "^8.0.0", "is-fullwidth-code-point": "^3.0.0", "strip-ansi": "^6.0.1" } }, "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g=="],

     

       528
       528
       +
       

     

       529
       529
       +
           "wrap-ansi/strip-ansi": ["strip-ansi@6.0.1", "", { "dependencies": { "ansi-regex": "^5.0.1" } }, "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A=="],

     

       530
       530
       +
       

     

       531
       531
       +
           "inquirer-autocomplete-standalone/@inquirer/core/@types/node": ["@types/node@20.19.25", "", { "dependencies": { "undici-types": "~6.21.0" } }, "sha512-ZsJzA5thDQMSQO788d7IocwwQbI8B5OPzmqNvpf3NY/+MHDAS759Wo0gd2WQeXYt5AAAQjzcrTVC6SKCuYgoCQ=="],

     

       532
       532
       +
       

     

       533
       533
       +
           "inquirer-autocomplete-standalone/@inquirer/core/chalk": ["chalk@4.1.2", "", { "dependencies": { "ansi-styles": "^4.1.0", "supports-color": "^7.1.0" } }, "sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA=="],

     

       534
       534
       +
       

     

       535
       535
       +
           "inquirer-autocomplete-standalone/@inquirer/core/figures": ["figures@3.2.0", "", { "dependencies": { "escape-string-regexp": "^1.0.5" } }, "sha512-yaduQFRKLXYOGgEn6AZau90j3ggSOyiqXU0F9JZfeXYhNa+Jk4X+s45A2zg5jns87GAFa34BBm2kXw4XpNcbdg=="],

     

       536
       536
       +
       

     

       537
       537
       +
           "inquirer-autocomplete-standalone/@inquirer/core/mute-stream": ["mute-stream@1.0.0", "", {}, "sha512-avsJQhyd+680gKXyG/sQc0nXaC6rBkPOfyHYcFb9+hdkqQkR9bdnkJ0AMZhke0oesPqIO+mFFJ+IdBc7mst4IA=="],

     

       538
       538
       +
       

     

       539
       539
       +
           "inquirer-autocomplete-standalone/@inquirer/core/run-async": ["run-async@3.0.0", "", {}, "sha512-540WwVDOMxA6dN6We19EcT9sc3hkXPw5mzRNGM3FkdN/vtE9NFvj5lFAPNwUDmJjXidm3v7TC1cTE7t17Ulm1Q=="],

     

       540
       540
       +
       

     

       541
       541
       +
           "inquirer-autocomplete-standalone/@inquirer/core/strip-ansi": ["strip-ansi@6.0.1", "", { "dependencies": { "ansi-regex": "^5.0.1" } }, "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A=="],

     

       542
       542
       +
       

     

       543
       543
       +
           "inquirer-autocomplete-standalone/@inquirer/type/mute-stream": ["mute-stream@1.0.0", "", {}, "sha512-avsJQhyd+680gKXyG/sQc0nXaC6rBkPOfyHYcFb9+hdkqQkR9bdnkJ0AMZhke0oesPqIO+mFFJ+IdBc7mst4IA=="],

     

       544
       544
       +
       

     

       545
       545
       +
           "wrap-ansi/string-width/emoji-regex": ["emoji-regex@8.0.0", "", {}, "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A=="],

     

       546
       546
       +
       

     

       547
       547
       +
           "wrap-ansi/string-width/is-fullwidth-code-point": ["is-fullwidth-code-point@3.0.0", "", {}, "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg=="],

     

       548
       548
       +
       

     

       549
       549
       +
           "wrap-ansi/strip-ansi/ansi-regex": ["ansi-regex@5.0.1", "", {}, "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ=="],

     

       550
       550
       +
       

     

       551
       551
       +
           "inquirer-autocomplete-standalone/@inquirer/core/@types/node/undici-types": ["undici-types@6.21.0", "", {}, "sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ=="],

     

       552
       552
       +
       

     

       553
       553
       +
           "inquirer-autocomplete-standalone/@inquirer/core/chalk/ansi-styles": ["ansi-styles@4.3.0", "", { "dependencies": { "color-convert": "^2.0.1" } }, "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg=="],

     

       554
       554
       +
       

     

       555
       555
       +
           "inquirer-autocomplete-standalone/@inquirer/core/figures/escape-string-regexp": ["escape-string-regexp@1.0.5", "", {}, "sha512-vbRorB5FUQWvla16U8R/qgaFIya2qGzwDrNmCZuYKrbdSUMG6I1ZCGQRefkRVhuOkIGVne7BQ35DSfo1qvJqFg=="],

     

       556
       556
       +
       

     

       557
       557
       +
           "inquirer-autocomplete-standalone/@inquirer/core/strip-ansi/ansi-regex": ["ansi-regex@5.0.1", "", {}, "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ=="],

     

       558
       558
       +
         }

     

       559
       559
       +
       }

+7 -1

package.json

···

       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
        
       }

+441

src/apps-script/Code.ts

···

       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

···

       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

···

       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

···

       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

···

       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
       +
       }