this repo has no description
feat: filter more emails
+59
-5
+36
-2
data/labeled-emails.json
+36
-2
data/labeled-emails.json
···
1
1
{
2
-
"exported_at": "2025-12-08T17:47:25.257Z",
3
-
"total_count": 63,
2
+
"exported_at": "2025-12-09T16:16:41.528Z",
3
+
"total_count": 65,
4
4
"label": "College/Auto",
5
5
"emails": [
6
6
{
···
1072
1072
"pertains": false,
1073
1073
"reason": "Drake scholarship spam",
1074
1074
"labeled_at": "2025-12-08T17:47:21.133Z",
1075
+
"confidence": "high"
1076
+
},
1077
+
{
1078
+
"thread_id": "19b03abf3138fb40",
1079
+
"subject": "You've earned this, Kieran!",
1080
+
"from": "Embry-Riddle Aeronautical University <embryriddle_at_info.erau.edu_3rmhb7wb@duck.com>",
1081
+
"to": "Kieran Klukas <3rmhb7wb@duck.com>",
1082
+
"cc": "",
1083
+
"date": "2025-12-09T15:12:35.000Z",
1084
+
"body": "You are a top candidate for admission.\r\n\r\nÍ â  â Â Í â  â Â Í â  â Â Í â  â  Í\r\nâ  â Â Í â  â Â Í â  â Â Í â  â ÂÍ â\r\n â Â Í â  â Â Í â  â Â Í â  â Â Í â  \r\nâ Â Í â  â Â Í â  â Â Í â  â ÂÍ â  â\r\nÂ Í â  â Â Í â  â Â Í â  â Â Í â  â Â\r\nÍ â  â Â Í â  â Â Í â  â ÂÍ â  â  Í\r\nâ  â Â Í â  â Â Í â  â Â Í â  â  Í\r\nâ  â Â Í â  â Â Í â  â ÂÍ â  â Â Í â\r\n â Â Í â  â Â Í â  â Â Í â  â Â Í â  \r\nâ Â Í â  â Â Í â  â ÂÍ â  â Â Í â  â\r\nÂ Í â  â Â Í â  â Â Í â  â Â Í â  â Â\r\nÍ â  â Â Í â  â ÂÍ â  â Â Í â  â  Í\r\nâ  â Â Í â  â Â Í â  â Â Í â  â  Í\r\nâ  â Â Í â  â ÂÍ â  â Â Í â  â Â Í â\r\n â Â Í â  â Â Í â  â Â Í â  â Â Í â  \r\nâ Â Í â  â ÂÍ â  â Â Í â  â Â Í â  â\r\nÂ Í â  â Â Í â  â Â Í â  â Â Í â  â Â\r\nÍ â  â ÂÍ â  â Â Í â  â Â Í â  â  Í\r\nâ  â Â Í â  â Â Í â  â Â Í â  â  Í\r\nâ  â ÂÍ â  â Â Í â  â Â Í â  â Â Í â\r\n â Â Í â  â Â Í â  â Â Í â  â Â Í â  \r\nâ ÂÍ â  â Â Í â  â Â Í â  â Â Í â  â\r\nÂ Í â  â Â Í â  â Â Í â  â Â Í â  â\r\nÂÍ â  â Â Í â  â Â Í â  â Â Í â  â Â\r\nÍ â  â Â Í â  â Â Í â  â Â Í â  â ÂÍ\r\nâ  â Â Í â  â Â Í â  â Â Í â  â  Í\r\nâ  â Â Í â  â Â Í â  â Â Í â  â ÂÍ â\r\n â Â Í â  â Â Í â  â Â Í â  â Â Í â  \r\nâ Â Í â  â Â Í â  â Â Í â  â ÂÍ â  â\r\nÂ Í â  â Â Í â  â Â Í â  â Â Í â  â Â\r\nÍ â  â Â Í â  â Â Í â  â ÂÍ â  â  Í\r\nâ  â Â Í â  â Â Í â  â Â Í â  â  Í\r\nâ  â Â Í â  â Â Í â  â ÂÍ â  â Â Í â\r\n â Â Í â  â Â Í â  â Â Í â  â Â Í â  \r\nâ Â Í â  â Â Í â  â Â\r\n\r\n[\r\nhttps://start.info.erau.edu/f/r/7298fdfc1a908fbfba040c0bb?ct=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%3D&\r\n]\r\n\r\nYOU'RE ON OUR RADAR, Kieran.\r\n\r\nâ\r\n\r\nDear Kieran,\r\n\r\n \r\n\r\nYou're on our radar at Embry-Riddle Aeronautical University and we\r\nwant to invite you to apply to join our incoming class [\r\nhttps://start.info.erau.edu/f/r/9cc7c0084d5a6158f91c5b3e2?ct=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%3D%3D&\r\n].\r\n\r\n \r\n\r\nAs a top candidate for admission, you won't have to pay an application\r\nfee when you enter ERAU26 as your fee\r\nwaiver code. Once all required documents are submitted, you'll receive\r\na timely admission decision and automatically be considered for\r\nscholarships. Plus, test scores are optional.\r\n\r\nStart Your Application [\r\nhttps://start.info.erau.edu/f/r/9cc7c0084d5a6158f91c5b3e2?ct=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%3D%3D&\r\n]\r\n\r\nWHATEVER YOUR PASSION, WE CAN HELP YOU CHART A COURSE FOR SUCCESS.\r\n\r\nâ\r\n\r\nWith more than 100 degree programs in fields such as aviation,\r\naerospace, engineering, business, computers and technology, space,\r\nsecurity, intelligence and safety, you can be sure to find a program\r\nthatâs the right fit for you. Whichever one of our two campuses you\r\nchoose, located in Daytona Beach, Florida and Prescott, Arizona, we\r\ninvite you to apply [\r\nhttps://start.info.erau.edu/f/r/9cc7c0084d5a6158f91c5b3e2?ct=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%3D%3D&\r\n] to be part of our unparalleled tradition. We'll be on the lookout to\r\nreceive your application [\r\nhttps://start.info.erau.edu/f/r/9cc7c0084d5a6158f91c5b3e2?ct=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%3D%3D&\r\n] soon.\r\n\r\n \r\n\r\nSincerely,\r\n\r\n[\r\nhttps://start.info.erau.edu/f/r/a397ea620d8a39150cdaf82ff?ct=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%3D&\r\n]\r\n\r\n\r\nJason M. Ruckert, Ph.D.\r\nSenior Vice President for Enrollment Management, Marketing and Student Affairs\r\nEmbry-Riddle Aeronautical University\r\n1 Aerospace Boulevard\r\nDaytona Beach, FL 32114-3900\r\n\r\n\r\nP.S. We are proud to be named among the nationâs top-ranked online\r\nundergraduate educators for the past ten years by _U.S. News & World\r\nReport._ Apply today! [\r\nhttps://start.info.erau.edu/f/r/9cc7c0084d5a6158f91c5b3e2?ct=YTo3OntzOjY6InNvdXJjZSI7YToyOntpOjA7czoxNDoiY2FtcGFpZ24uZXZlbnQiO2k6MTtpOjc1OTt9czo1OiJlbWFpbCI7aToyMzU7czo0OiJzdGF0IjtzOjIyOiI2OTM4M2M1MjU3ODFhNDcxODc0NDcyIjtzOjk6InNlbnRfdGltZSI7aToxNzY1MjkzMTM4O3M6NDoibGVhZCI7czo3OiI2NzY5MTg2IjtzOjc6ImNoYW5uZWwiO2E6MTp7czo1OiJlbWFpbCI7aToyMzU7fXM6MjQ6Im10Y19yZWRpcmVjdF9kZXN0aW5hdGlvbiI7czoyMDE6Imh0dHBzOi8vc3RhcnQuaW5mby5lcmF1LmVkdS9hcHBseT91dG1fY2FtcGFpZ249ZmFzdCZ1dG1fc291cmNlPWVucm9sbDM2MF9hcHBseSZ1dG1fbWVkaXVtPWVtYWlsJnV0bV9jb250ZW50PWFwcGx5JnRubnQ9OTBiZjJjZTQtZDU1MS00Y2ExLWIyNzMtZDUxMDg1NTQ1MmVjJlVUTV9yY3JkPTcwNGZjYjY5LTM5MGQtNDNiNi1hZGYyLWQxNTdkNzUxZDZkNiI7fQ%3D%3D&\r\n]\r\n\r\nâ\r\n\r\n{GLOBAL-TOKEN=PARTNER-NAME}\r\n\r\n3700 Willow Creek Road\r\nPrescott, AZ 86301-3720\r\n\r\n1 Aerospace Boulevard\r\nDaytona Beach, FL 32114-3900\r\n\r\n[\r\nhttps://start.info.erau.edu/f/r/8e7f24cbfa89f86a00617b031?ct=YTo3OntzOjY6InNvdXJjZSI7YToyOntpOjA7czoxNDoiY2FtcGFpZ24uZXZlbnQiO2k6MTtpOjc1OTt9czo1OiJlbWFpbCI7aToyMzU7czo0OiJzdGF0IjtzOjIyOiI2OTM4M2M1MjU3ODFhNDcxODc0NDcyIjtzOjk6InNlbnRfdGltZSI7aToxNzY1MjkzMTM4O3M6NDoibGVhZCI7czo3OiI2NzY5MTg2IjtzOjc6ImNoYW5uZWwiO2E6MTp7czo1OiJlbWFpbCI7aToyMzU7fXM6MjQ6Im10Y19yZWRpcmVjdF9kZXN0aW5hdGlvbiI7czoyMjU6Imh0dHBzOi8vd3d3LmZhY2Vib29rLmNvbS9FbWJyeVJpZGRsZVVuaXZlcnNpdHk%2FdXRtX2NhbXBhaWduPWNyb3NzJnV0bV9zb3VyY2U9ZW5yb2xsMzYwJnV0bV9tZWRpdW09ZW1haWwmdXRtX2NvbnRlbnQ9bGVhcm4mdXRtX3Rlcm09c2lnbmVyJnRubnQ9OTBiZjJjZTQtZDU1MS00Y2ExLWIyNzMtZDUxMDg1NTQ1MmVjJlVUTV9yY3JkPTcwNGZjYjY5LTM5MGQtNDNiNi1hZGYyLWQxNTdkNzUxZDZkNiI7fQ%3D%3D&\r\n]\r\n[\r\nhttps://start.info.erau.edu/f/r/611b91dcd2ec5d8b50e7392f5?ct=YTo3OntzOjY6InNvdXJjZSI7YToyOntpOjA7czoxNDoiY2FtcGFpZ24uZXZlbnQiO2k6MTtpOjc1OTt9czo1OiJlbWFpbCI7aToyMzU7czo0OiJzdGF0IjtzOjIyOiI2OTM4M2M1MjU3ODFhNDcxODc0NDcyIjtzOjk6InNlbnRfdGltZSI7aToxNzY1MjkzMTM4O3M6NDoibGVhZCI7czo3OiI2NzY5MTg2IjtzOjc6ImNoYW5uZWwiO2E6MTp7czo1OiJlbWFpbCI7aToyMzU7fXM6MjQ6Im10Y19yZWRpcmVjdF9kZXN0aW5hdGlvbiI7czoyMTA6Imh0dHBzOi8vdHdpdHRlci5jb20vRW1icnlSaWRkbGU%2FdXRtX2NhbXBhaWduPWNyb3NzJnV0bV9zb3VyY2U9ZW5yb2xsMzYwJnV0bV9tZWRpdW09ZW1haWwmdXRtX2NvbnRlbnQ9bGVhcm4mdXRtX3Rlcm09c2lnbmVyJnRubnQ9OTBiZjJjZTQtZDU1MS00Y2ExLWIyNzMtZDUxMDg1NTQ1MmVjJlVUTV9yY3JkPTcwNGZjYjY5LTM5MGQtNDNiNi1hZGYyLWQxNTdkNzUxZDZkNiI7fQ%3D%3D&\r\n]\r\n[\r\nhttps://start.info.erau.edu/f/r/880aeb030f79019d71cc688ec?ct=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%3D&\r\n]\r\n\r\nWe received your information from\r\nthe College Board's Student Search Service.\r\n\r\nBrowse to https://start.info.erau.edu/email/unsubscribe/69383c525781a471874472/3rmhb7wb@duck.com/9233571ce5723c0294a597fcec583f2cf964afe1824cefb825c29ee1180ac1a8 to no longer receive emails from this company.\r\n",
1085
+
"labels": [
1086
+
"College"
1087
+
],
1088
+
"is_in_inbox": true,
1089
+
"pertains": false,
1090
+
"reason": "spam email",
1091
+
"labeled_at": "2025-12-09T16:14:27.186Z",
1092
+
"confidence": "high"
1093
+
},
1094
+
{
1095
+
"thread_id": "19b03aa3fef2a268",
1096
+
"subject": "Find Your Passion Across Our Five Academic Pathways",
1097
+
"from": "Antioch College <admission_at_antiochcollege.edu_jkgwnjk4@duck.com>",
1098
+
"to": "jkgwnjk4@duck.com",
1099
+
"cc": "",
1100
+
"date": "2025-12-09T15:10:44.000Z",
1101
+
"body": "Discover flexible, interdisciplinary programs designed to help you thrive.\r\n\r\n â \r\n\r\n\r\n â \r\n\r\n\r\nKieran, this education is built for you!\r\n\r\n\r\n\r\n\r\nEducation should reflect your passions and purpose. We've designed five distinct academic pathways to give you the freedom to explore, create, and thrive. Whether you're drawn to the arts, environmental studies, or social change, Antioch has a place for you.\r\n\r\n Every Antioch student works closely with faculty to design a personalized education path. With the flexibility to explore multiple areas of study, you'll graduate with the skills and experience to thrive in today's complex world.\r\n \r\n\r\n Corretta King\r\n Associate Dean of Admission \r\n\r\n Antioch College\r\n \r\n\r\n\r\n\r\n\r\n\r\n\r\nApply Today! <https://www.commonapp.org/explore/antioch-college>\r\n\r\n\r\n\r\n One Morgan Place\r\n Yellow Springs, OH 45387\r\n 937-319-6082\r\nadmission@antiochcollege.edu <mailto:%20info@antiochcollege.edu>\r\n\r\n\r\nThis email was sent to jkgwnjk4@duck.com by Antioch College.\r\nUnsubscribe from Antioch College. <https://choose.antiochcollege.edu/go?r=optout&mid=2f9c4aa0-a3da-47e0-9507-d9deb59097e2>\r\n",
1102
+
"labels": [
1103
+
"College"
1104
+
],
1105
+
"is_in_inbox": false,
1106
+
"pertains": false,
1107
+
"reason": "spam email",
1108
+
"labeled_at": "2025-12-09T16:14:27.186Z",
1075
1109
"confidence": "high"
1076
1110
}
1077
1111
]
+23
-3
src/classifier.ts
+23
-3
src/classifier.ts
···
4
4
5
5
export class EmailClassifier {
6
6
classify(email: EmailInput): ClassificationResult {
7
-
const subject = email.subject.toLowerCase();
8
-
const body = email.body.toLowerCase();
9
-
const from = email.from.toLowerCase();
7
+
// Defensive checks for Apps Script environment
8
+
if (!email || typeof email !== 'object') {
9
+
return {
10
+
pertains: false,
11
+
reason: "Invalid email object",
12
+
confidence: 0.0,
13
+
matched_rules: ["invalid_input"]
14
+
};
15
+
}
16
+
17
+
const subject = (email.subject || '').toLowerCase();
18
+
const body = (email.body || '').toLowerCase();
19
+
const from = (email.from || '').toLowerCase();
10
20
const combined = `${subject} ${body}`;
11
21
12
22
// CRITICAL RULES: Always relevant (security, passwords, account issues)
···
142
152
}
143
153
// Exclude "reserve your spot" for events/webinars (not enrollment)
144
154
if (/\breserve\s+your\s+spot\b/.test(combined) && /\b(virtual|webinar|event|program|zoom|session)\b/.test(combined)) {
155
+
return null;
156
+
}
157
+
// Exclude "top candidate" spam asking to apply/start application
158
+
if (/\btop\s+candidate\b.*\b(apply|start.*application|submit.*application)\b/.test(combined)) {
159
+
return null;
160
+
}
161
+
if (/\binvite\s+you\s+to\s+apply\b/.test(combined)) {
145
162
return null;
146
163
}
147
164
return {
···
320
337
/\bi\s+hope\s+you\s+have\s+been\s+receiving\s+my\s+emails\b/,
321
338
/\bam\s+i\s+reaching\b/,
322
339
/\byou\s+are\s+on\s+.*\s+(radar|list)\b/,
340
+
/\byou'?re\s+on\s+(our|my)\s+radar\b/,
323
341
/\bi\s+want\s+to\s+make\s+sure\s+you\s+know\b/,
324
342
/\byou'?re\s+invited\s+to\s+submit\b/,
325
343
/\bi'?m\s+eager\s+to\s+consider\s+you\b/,
326
344
/\bsubmit\s+your\s+.*\s+application\b/,
327
345
/\bpriority\s+status\b.*\bsubmit.*application\b/,
346
+
/\btop\s+candidate\b.*\binvite\s+you\s+to\s+apply\b/,
347
+
/\binvite\s+you\s+to\s+apply\b/,
328
348
329
349
// Priority deadline extensions (spam)
330
350
/\bextended.*\bpriority\s+deadline\b/,