[READ-ONLY] Mirror of https://github.com/bombshell-dev/automation. GitHub Actions for the Bombshell organization
ci
Migrate detect-agent to @unveil/identity (#29)
`voight-kampff-test` has been deprecated and moved to
[`@unveil/identity`](https://www.npmx.dev/package/@unveil/identity).
That's what powers the current
[agentscan.tools](https://agentscan.tools/).
It's a near drop-in: same input shape, same
`organic`/`mixed`/`automation` classification, same
`getClassificationDetails`. The detection logic and config thresholds
are upgraded.
The [official AgentScan
action](https://github.com/MatteoGabriele/agentscan-action) triggers on
`pull_request_target`/`issues` and handles labeling/commenting
internally. We support `workflow_call` with outputs
(`classification`/`score`/`is_agent`), allow open-PR backfilling, the
scan cache, and the bot/collaborator bypass. Using the library directly
keeps all of that and just upgrades detection.
Closes #24
Implemented by Claude
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
authored by
Nate Moore
Claude Opus 4.8 (1M context)
and committed by
GitHub
(Jun 22, 2026, 6:35 PM -0500)
e17e4c61
f5323ff1
+805
-250
+1
-1
.github/workflows/detect-agent.yml
+1
-1
.github/workflows/detect-agent.yml
···
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description: "The classification result: organic, mixed, or automation"
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value: ${{ jobs.detect.outputs.classification }}
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score:
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description: "The raw score from voight-kampff-test"
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+
description: "The raw score from @unveil/identity"
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value: ${{ jobs.detect.outputs.score }}
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is_agent:
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description: "Whether the PR author is classified as automated (true/false)"
+789
-234
dist/detect-agent.mjs
+789
-234
dist/detect-agent.mjs
···
1
1
import { t as setOutput } from "./utils-DQae65qb.mjs";
2
-
//#region node_modules/.pnpm/voight-kampff-test@2.2.1/node_modules/voight-kampff-test/dist/index.mjs
2
+
//#region node_modules/.pnpm/@unveil+identity@1.6.0/node_modules/@unveil/identity/dist/index.mjs
3
3
var e = Object.create, t = Object.defineProperty, n = Object.getOwnPropertyDescriptor, r = Object.getOwnPropertyNames, i = Object.getPrototypeOf, a = Object.prototype.hasOwnProperty, o = (e, t) => () => (t || e((t = { exports: {} }).exports, t), t.exports), s = (e, i, o, s) => {
4
4
if (i && typeof i == `object` || typeof i == `function`) for (var c = r(i), l = 0, u = c.length, d; l < u; l++) d = c[l], !a.call(e, d) && d !== o && t(e, d, {
5
5
get: ((e) => i[e]).bind(null, d),
···
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value: n,
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enumerable: !0
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}) : a, n));
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const l = {
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+
function l(e) {
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+
return e ? e === `organic` ? {
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+
label: `Organic activity`,
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+
description: `No automation signals detected in the analyzed events.`
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+
} : e === `mixed` ? {
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+
label: `Mixed activity`,
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+
description: `Activity patterns show a mix of organic and automated signals.`
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+
} : {
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+
label: `Automation signals`,
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+
description: `Activity patterns show signs of automation.`
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+
} : {
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+
label: `Analysis unavailable`,
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+
description: `Classification is not available for this account.`
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+
};
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+
}
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+
const u = {
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THRESHOLD_HUMAN: 70,
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THRESHOLD_SUSPICIOUS: 50,
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AGE_NEW_ACCOUNT: 30,
···
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MIN_EVENTS_FOR_ANALYSIS: 10,
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FORKS_EXTREME: 8,
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FORKS_HIGH: 5,
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-
POINTS_FORK_SURGE: 30,
29
-
POINTS_MULTIPLE_FORKS: 20,
43
+
FORKS_SURGE_SEVERE: 20,
44
+
FORKS_SURGE_EXTREME_HIGH: 35,
45
+
FORK_SURGE_WINDOW_HOURS: 24,
46
+
POINTS_FORK_SURGE: 51,
47
+
POINTS_FORK_SURGE_SEVERE: 70,
48
+
POINTS_FORK_SURGE_EXTREME_HIGH: 85,
49
+
POINTS_MULTIPLE_FORKS: 26,
50
+
FORKS_SURGE_48H: 18,
51
+
FORKS_SURGE_72H: 25,
52
+
POINTS_FORK_SURGE_48H: 65,
53
+
POINTS_FORK_SURGE_72H: 75,
54
+
FORKS_PER_DAY_HIGH: 8,
55
+
POINTS_FORKS_PER_DAY_HIGH: 55,
56
+
CONSECUTIVE_FORK_DAYS: 6,
57
+
POINTS_CONSECUTIVE_FORK_DAYS: 40,
58
+
FORK_COMBINED_ACTIVITY_MIN: 12,
59
+
FORK_COMBINED_BRANCHES: 6,
60
+
FORK_COMBINED_PRS: 8,
61
+
POINTS_FORK_COMBINED_ACTIVITY: 60,
62
+
FORK_REPO_DIVERSITY_HIGH: 15,
63
+
POINTS_FORK_DIVERSITY: 45,
30
64
HOURS_PER_DAY_INHUMAN: 16,
31
65
CONSECUTIVE_INHUMAN_DAYS_EXTREME: 3,
32
66
FREQUENT_MARATHON_DAYS: 5,
33
67
POINTS_NONSTOP_ACTIVITY: 40,
34
68
POINTS_FREQUENT_MARATHON: 25,
35
-
CONSECUTIVE_DAYS_STREAK: 21,
36
-
POINTS_CONTINUOUS_ACTIVITY: 25,
37
69
REPO_SPREAD_EXTREME: 30,
38
70
REPO_SPREAD_HIGH: 20,
39
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POINTS_EXTREME_REPO_SPREAD_YOUNG: 30,
···
42
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PRS_WEEK_HIGH: 20,
43
75
POINTS_PR_BURST: 20,
44
76
POINTS_HIGH_PR_FREQUENCY: 15,
77
+
PRS_DAY_EXTREME: 30,
78
+
POINTS_PRS_DAY_EXTREME: 45,
79
+
PRS_WEEK_EXTREME: 100,
80
+
POINTS_PRS_WEEK_EXTREME: 50,
81
+
PRS_WEEK_VERY_HIGH: 50,
82
+
POINTS_PRS_WEEK_VERY_HIGH: 40,
83
+
PRS_SPAM_VOLUME: 50,
84
+
REPOS_SPAM_SPREAD: 15,
85
+
POINTS_PR_SPAM_COMBINED: 45,
86
+
PRS_SPAM_DENSITY_PER_WEEK: 15,
87
+
PRS_SPAM_ROLLING_30DAYS: 60,
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+
POINTS_PR_SPAM_DISTRIBUTED: 45,
45
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EXTERNAL_PRS_MIN: 15,
46
90
PERSONAL_REPOS_LOW: 5,
47
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POINTS_PR_ONLY_CONTRIBUTOR: 20,
···
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111
POINTS_CREATE_BURST_EXTREME: 35,
68
112
POINTS_CREATE_BURST_HIGH: 25,
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HOURS_ACTIVE_EXTREME: 21,
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+
HOURS_ACTIVE_EXTREME_ESTABLISHED: 23,
70
115
EVENTS_PER_HOUR_MIN: 2,
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POINTS_24_7_ACTIVITY: 25,
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+
AGE_ESTABLISHED_ACCOUNT: 1e3,
72
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EVENT_TYPE_DIVERSITY_MIN: 2,
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POINTS_LOW_DIVERSITY: 20,
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ISSUE_COMMENT_SPAM_WINDOW_MINUTES: 2,
···
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ISSUE_COMMENT_SPRAY_HIGH: 10,
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ISSUE_COMMENT_MIN_FOR_SPRAY: 10,
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POINTS_ISSUE_COMMENT_SPRAY_EXTREME: 40,
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-
POINTS_ISSUE_COMMENT_SPRAY_HIGH: 30
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+
POINTS_ISSUE_COMMENT_SPRAY_HIGH: 30,
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+
PR_COMMENT_SPAM_WINDOW_MINUTES: 2,
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+
PR_COMMENT_SPRAY_EXTREME: 12,
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+
PR_COMMENT_SPRAY_HIGH: 8,
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+
PR_COMMENT_MIN_FOR_SPRAY: 8,
130
+
POINTS_PR_COMMENT_SPRAY_EXTREME: 38,
131
+
POINTS_PR_COMMENT_SPRAY_HIGH: 28,
132
+
BRANCH_PR_TIME_WINDOW_SECONDS: 90,
133
+
BRANCH_PR_PATTERN_MIN_PAIRS: 8,
134
+
BRANCH_PR_PATTERN_MIN_PAIRS_ESTABLISHED: 15,
135
+
BRANCH_PR_PATTERN_RATIO_MIN: .65,
136
+
BRANCH_PR_PATTERN_RATIO_MIN_ESTABLISHED: .8,
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+
BRANCH_PR_COUNT_RATIO_MIN: .65,
138
+
POINTS_BRANCH_PR_AUTOMATION: 35,
139
+
RAPID_PR_SPAM_MIN_PRS: 4,
140
+
RAPID_PR_SPAM_MIN_PRS_ESTABLISHED: 6,
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+
POINTS_RAPID_PR_SPAM: 40,
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+
CLOSED_PR_SPAM_MIN: 5,
143
+
CLOSED_PR_SPAM_MIN_ESTABLISHED: 8,
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+
CLOSED_PR_REPO_SPREAD: 3,
145
+
CLOSED_PR_TIME_WINDOW_MINUTES: 60,
146
+
POINTS_CLOSED_PR_SPAM: 35,
147
+
POINTS_CLOSED_PR_SPAM_HIGH: 55,
148
+
POINTS_CLOSED_PR_SPAM_EXTREME: 75,
149
+
POINTS_CLOSED_PR_SPAM_BURST_EXTREME: 80,
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+
AI_COMMIT_MIN_COMMITS: 5,
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+
AI_COMMIT_TIERS: [
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+
{
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+
ratio: .9,
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+
multiplier: 1.5
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+
},
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+
{
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+
ratio: .85,
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+
multiplier: 1.3
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+
},
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+
{
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+
ratio: .75,
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+
multiplier: 1.15
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+
}
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+
]
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};
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-
var u = o(((e, t) => {
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+
var d = o(((e, t) => {
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(function(n, r) {
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168
typeof e == `object` && t !== void 0 ? t.exports = r() : typeof define == `function` && define.amd ? define(r) : (n = typeof globalThis < `u` ? globalThis : n || self).dayjs = r();
84
169
})(e, (function() {
···
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457
return w(1e3 * e);
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458
}, w.en = b[y], w.Ls = b, w.p = {}, w;
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}));
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-
})), d = o(((e, t) => {
460
+
})), f = o(((e, t) => {
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461
(function(n, r) {
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typeof e == `object` && t !== void 0 ? t.exports = r() : typeof define == `function` && define.amd ? define(r) : (n = typeof globalThis < `u` ? globalThis : n || self).dayjs_plugin_minMax = r();
378
463
})(e, (function() {
···
393
478
};
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};
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}));
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-
})), f = c(u(), 1), p = c(d(), 1);
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-
f.default.extend(p.default);
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-
function m({ createdAt: e, reposCount: t, accountName: n, events: r }) {
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-
let i = [], a = (0, f.default)().diff(e, `days`);
400
-
a < l.AGE_NEW_ACCOUNT ? i.push({
481
+
})), p = c(o(((e, t) => {
482
+
(function(n, r) {
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+
typeof e == `object` && t !== void 0 ? t.exports = r() : typeof define == `function` && define.amd ? define(r) : (n = typeof globalThis < `u` ? globalThis : n || self).dayjs_plugin_utc = r();
484
+
})(e, (function() {
485
+
var e = `minute`, t = /[+-]\d\d(?::?\d\d)?/g, n = /([+-]|\d\d)/g;
486
+
return function(r, i, a) {
487
+
var o = i.prototype;
488
+
a.utc = function(e) {
489
+
return new i({
490
+
date: e,
491
+
utc: !0,
492
+
args: arguments
493
+
});
494
+
}, o.utc = function(t) {
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+
var n = a(this.toDate(), {
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+
locale: this.$L,
497
+
utc: !0
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+
});
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+
return t ? n.add(this.utcOffset(), e) : n;
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+
}, o.local = function() {
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+
return a(this.toDate(), {
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+
locale: this.$L,
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+
utc: !1
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+
});
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+
};
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+
var s = o.parse;
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+
o.parse = function(e) {
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+
e.utc && (this.$u = !0), this.$utils().u(e.$offset) || (this.$offset = e.$offset), s.call(this, e);
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+
};
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+
var c = o.init;
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+
o.init = function() {
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+
if (this.$u) {
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+
var e = this.$d;
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+
this.$y = e.getUTCFullYear(), this.$M = e.getUTCMonth(), this.$D = e.getUTCDate(), this.$W = e.getUTCDay(), this.$H = e.getUTCHours(), this.$m = e.getUTCMinutes(), this.$s = e.getUTCSeconds(), this.$ms = e.getUTCMilliseconds();
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+
} else c.call(this);
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+
};
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+
var l = o.utcOffset;
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+
o.utcOffset = function(r, i) {
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+
var a = this.$utils().u;
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+
if (a(r)) return this.$u ? 0 : a(this.$offset) ? l.call(this) : this.$offset;
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+
if (typeof r == `string` && (r = function(e) {
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+
e === void 0 && (e = ``);
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+
var r = e.match(t);
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+
if (!r) return null;
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+
var i = (`` + r[0]).match(n) || [
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+
`-`,
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+
0,
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+
0
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+
], a = i[0], o = 60 * i[1] + +i[2];
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+
return o === 0 ? 0 : a === `+` ? o : -o;
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+
}(r), r === null)) return this;
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+
var o = Math.abs(r) <= 16 ? 60 * r : r;
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+
if (o === 0) return this.utc(i);
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+
var s = this.clone();
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+
if (i) return s.$offset = o, s.$u = !1, s;
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+
var c = this.$u ? this.toDate().getTimezoneOffset() : -1 * this.utcOffset();
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+
return (s = this.local().add(o + c, e)).$offset = o, s.$x.$localOffset = c, s;
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+
};
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+
var u = o.format;
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+
o.format = function(e) {
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+
var t = e || (this.$u ? `YYYY-MM-DDTHH:mm:ss[Z]` : ``);
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+
return u.call(this, t);
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+
}, o.valueOf = function() {
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+
var e = this.$utils().u(this.$offset) ? 0 : this.$offset + (this.$x.$localOffset || this.$d.getTimezoneOffset());
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+
return this.$d.valueOf() - 6e4 * e;
546
+
}, o.isUTC = function() {
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+
return !!this.$u;
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+
}, o.toISOString = function() {
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+
return this.toDate().toISOString();
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+
}, o.toString = function() {
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+
return this.toDate().toUTCString();
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+
};
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+
var d = o.toDate;
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+
o.toDate = function(e) {
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+
return e === `s` && this.$offset ? a(this.format(`YYYY-MM-DD HH:mm:ss:SSS`)).toDate() : d.call(this);
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+
};
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+
var f = o.diff;
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+
o.diff = function(e, t, n) {
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+
if (e && this.$u === e.$u) return f.call(this, e, t, n);
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+
var r = this.local(), i = a(e).local();
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+
return f.call(r, i, t, n);
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+
};
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+
};
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+
}));
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+
}))(), 1), m = c(f(), 1), h = c(d(), 1);
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+
const g = [
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+
/co-authored-by:.*<[^>]*@anthropic\.com>/i,
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+
/co-authored-by:.*<[^>]*copilot@github\.com>/i,
569
+
/co-authored-by:.*<[^>]*\+copilot@users\.noreply\.github\.com>/i,
570
+
/co-authored-by:\s*github copilot\b/i,
571
+
/co-authored-by:.*<[^>]*@cursor\.com>/i,
572
+
/co-authored-by:.*devin-ai-integration/i,
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+
/co-authored-by:\s*devin ai\b/i,
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+
/co-authored-by:.*<[^>]*@openai\.com>/i,
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+
/co-authored-by:\s*openai[- ]codex\b/i,
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+
/co-authored-by:\s*aider\s*[(<]/i,
577
+
/co-authored-by:.*openhands-agent/i,
578
+
/co-authored-by:.*<[^>]*@sourcegraph\.com>/i,
579
+
/generated with \[?claude code/i,
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+
/🤖 generated with/i,
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+
/generated by cursor/i
582
+
];
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+
function _(e) {
584
+
return e ? g.some((t) => t.test(e)) : !1;
585
+
}
586
+
function v(e) {
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+
let t = /* @__PURE__ */ new Set(), n = 0, r = 0;
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+
for (let i of e) {
589
+
if (i.sha) {
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+
if (t.has(i.sha)) continue;
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+
t.add(i.sha);
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+
}
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+
n++, _(i.message) && r++;
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+
}
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+
let i = n > 0 ? r / n : 0;
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+
return {
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+
totalCommits: n,
598
+
aiCommits: r,
599
+
ratio: i
600
+
};
601
+
}
602
+
function y(e) {
603
+
let t = [];
604
+
return e < u.AGE_NEW_ACCOUNT ? t.push({
401
605
label: `Recently created`,
402
-
points: l.POINTS_NEW_ACCOUNT,
403
-
detail: `Account is ${a} days old`
404
-
}) : a < l.AGE_YOUNG_ACCOUNT && i.push({
606
+
points: u.POINTS_NEW_ACCOUNT,
607
+
detail: `Account is ${e} days old`
608
+
}) : e < u.AGE_YOUNG_ACCOUNT && t.push({
405
609
label: `Young account`,
406
-
points: l.POINTS_YOUNG_ACCOUNT,
407
-
detail: `Account is ${a} days old`
408
-
});
409
-
let o = r.filter((e) => {
410
-
let t = e.repo?.name?.split(`/`)[0]?.toLowerCase();
411
-
return t && t !== n.toLowerCase();
412
-
}), s = t === 0 && o.length === r.length;
413
-
s && r.length >= l.ZERO_REPOS_MIN_EVENTS && i.push({
414
-
label: `Only active on other people's repos`,
415
-
points: l.POINTS_ZERO_REPOS_ACTIVE + l.POINTS_NO_PERSONAL_ACTIVITY,
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-
detail: `No personal repos, all ${r.length} events are on repos they don't own`
610
+
points: u.POINTS_YOUNG_ACCOUNT,
611
+
detail: `Account is ${e} days old`
612
+
}), t;
613
+
}
614
+
h.default.extend(p.default);
615
+
function b(e) {
616
+
let t = [];
617
+
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618
+
let n = /* @__PURE__ */ new Map();
619
+
e.forEach((e) => {
620
+
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621
+
n.has(t) || n.set(t, /* @__PURE__ */ new Set()), n.get(t)?.add(r);
417
622
});
418
-
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419
-
if (r.length >= l.MIN_EVENTS_FOR_ANALYSIS) {
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-
let e = r.filter((e) => e.type === `CreateEvent` && e.payload?.ref_type === `repository`);
421
-
if (e.length >= l.CREATE_EVENTS_MIN) {
422
-
let t = e.map((e) => (0, f.default)(e.created_at)).sort((e, t) => e.valueOf() - t.valueOf()), n = 0, r = 0;
423
-
for (let e = 0; e < t.length; e++) {
424
-
let i = t[e];
425
-
for (; i && i.diff(t[r], `hour`, !0) > 24;) r++;
426
-
let a = e - r + 1;
427
-
n = Math.max(n, a);
623
+
let r = null, i = 24;
624
+
if (n.forEach((t, n) => {
625
+
let a = t.size, o = e.filter((e) => h.default.utc(e.created_at).format(`YYYY-MM-DD`) === n).length;
626
+
if (a >= u.HOURS_ACTIVE_EXTREME && o >= 10 && o / a >= u.EVENTS_PER_HOUR_MIN) {
627
+
let e = Array.from(t).sort((e, t) => e - t), s = e[0], c = 24 - e[e.length - 1] + s - 1;
628
+
for (let t = 0; t < e.length - 1; t++) {
629
+
let n = e[t + 1] - e[t] - 1;
630
+
c = Math.max(c, n);
428
631
}
429
-
n >= l.CREATE_BURST_EXTREME ? i.push({
430
-
label: `Concentrated repository creation`,
431
-
points: l.POINTS_CREATE_BURST_EXTREME,
432
-
detail: `${n} repositories created in a short timeframe (within 24 hours)`
433
-
}) : n >= l.CREATE_BURST_HIGH && i.push({
434
-
label: `Frequent repository creation`,
435
-
points: l.POINTS_CREATE_BURST_HIGH,
436
-
detail: `${n} repositories created in a short timeframe (within 24 hours)`
632
+
c < i && (i = c, r = {
633
+
day: n,
634
+
hoursActive: a,
635
+
restGap: c,
636
+
eventCount: o
437
637
});
438
638
}
439
-
let t = /* @__PURE__ */ new Map();
440
-
if (r.forEach((e) => {
441
-
let n = (0, f.default)(e.created_at).hour();
442
-
t.set(n, (t.get(n) || 0) + 1);
443
-
}), r.length > 0 && t.size > 0) {
444
-
let e = t.size, n = Array.from(t.values()), a = r.length / e, o = a, s = n.reduce((e, t) => e + (t - o) ** 2, 0) / n.length, c = Math.sqrt(s) / o, u = Array.from(t.keys()).sort((e, t) => e - t), d = u[0], f = u[u.length - 1], p = d !== void 0 && f !== void 0 ? 24 - f + d : 0;
445
-
for (let e = 0; e < u.length - 1; e++) {
446
-
let t = u[e], n = u[e + 1];
447
-
t !== void 0 && n !== void 0 && (p = Math.max(p, n - t - 1));
448
-
}
449
-
let m = c < .3, h = p < 3, g = a >= l.EVENTS_PER_HOUR_MIN;
450
-
if (e >= l.HOURS_ACTIVE_EXTREME && g && (m || h)) {
451
-
let t = l.POINTS_24_7_ACTIVITY;
452
-
m && h && (t = Math.round(t * 1.5)), i.push({
453
-
label: `24/7 activity pattern`,
454
-
points: t,
455
-
detail: `Active ${e}/24 hours, ${p}h max rest, ${a.toFixed(1)} events/hour`
456
-
});
639
+
}), r) {
640
+
let e = r;
641
+
if (i < 3) {
642
+
let n = u.POINTS_24_7_ACTIVITY;
643
+
i < 1 && (n = Math.round(n * 1.5)), t.push({
644
+
label: `24/7 activity pattern`,
645
+
points: n,
646
+
amplifiable: !0,
647
+
detail: `${e.day}: active across ${e.hoursActive} hours with only ${i} hour${i === 1 ? `` : `s`} rest`
648
+
});
649
+
}
650
+
}
651
+
return t;
652
+
}
653
+
function x(e, t) {
654
+
let n = [], r = t >= u.AGE_ESTABLISHED_ACCOUNT, i = r ? u.BRANCH_PR_PATTERN_MIN_PAIRS_ESTABLISHED : u.BRANCH_PR_PATTERN_MIN_PAIRS, a = r ? u.BRANCH_PR_PATTERN_RATIO_MIN_ESTABLISHED : u.BRANCH_PR_PATTERN_RATIO_MIN, o = e.filter((e) => e.type === `CreateEvent` && e.payload?.ref_type === `branch`), s = e.filter((e) => e.type === `PullRequestEvent` && e.payload?.action === `opened`);
655
+
if (o.length >= i && s.length >= i && o.length / s.length >= u.BRANCH_PR_COUNT_RATIO_MIN) {
656
+
let e = o.map((e) => ({
657
+
event: e,
658
+
time: (0, h.default)(e.created_at)
659
+
})).sort((e, t) => e.time.valueOf() - t.time.valueOf()), t = s.map((e) => ({
660
+
event: e,
661
+
time: (0, h.default)(e.created_at)
662
+
})).sort((e, t) => e.time.valueOf() - t.time.valueOf()), r = /* @__PURE__ */ new Map();
663
+
for (let e of t) {
664
+
let t = e.event.repo?.name;
665
+
t && (r.has(t) || r.set(t, []), r.get(t)?.push(e));
666
+
}
667
+
let c = 0, l = 0, d = /* @__PURE__ */ new Map();
668
+
for (let t of e) {
669
+
let e = t.event.repo?.name;
670
+
if (!e) continue;
671
+
let n = r.get(e);
672
+
if (!n || n.length === 0) continue;
673
+
d.has(e) || d.set(e, 0);
674
+
let i = d.get(e) ?? 0;
675
+
for (; i < n.length && n[i].time.valueOf() < t.time.valueOf();) i++;
676
+
if (i < n.length) {
677
+
let e = n[i].time.diff(t.time, `second`);
678
+
e >= 0 && e <= u.BRANCH_PR_TIME_WINDOW_SECONDS && (c++, l = Math.max(l, e), i++);
457
679
}
680
+
d.set(e, i);
458
681
}
459
-
let n = new Set(r.map((e) => e.type)), a = n.has(`IssueCommentEvent`) || n.has(`PullRequestReviewEvent`) || n.has(`PullRequestReviewCommentEvent`), o = n.has(`WatchEvent`);
460
-
n.size <= l.EVENT_TYPE_DIVERSITY_MIN && !a && !o && i.push({
461
-
label: `Narrow activity focus`,
462
-
points: l.POINTS_LOW_DIVERSITY,
463
-
detail: `Activity concentrated on ${n.size} specific event types without interpersonal interactions`
682
+
if (c >= i) c / o.length >= a && n.push({
683
+
label: `Automated branch/PR workflow`,
684
+
points: u.POINTS_BRANCH_PR_AUTOMATION,
685
+
amplifiable: !0,
686
+
detail: `${c}/${o.length} branch creations followed by PRs within ${l}s`
464
687
});
465
-
let s = r.filter((e) => e.type === `IssueCommentEvent`);
466
-
if (s.length >= l.ISSUE_COMMENT_MIN_FOR_SPRAY) {
467
-
let e = s.map((e) => ({
468
-
event: e,
469
-
time: (0, f.default)(e.created_at)
470
-
})).sort((e, t) => e.time.valueOf() - t.time.valueOf()), t = 0, n = 0, r = 0, a = 0, o = l.ISSUE_COMMENT_SPAM_WINDOW_MINUTES;
471
-
for (let i = 0; i < e.length; i++) {
472
-
let s = e[i]?.time;
473
-
for (; e[a] && s && s.diff(e[a].time, `minute`, !0) > o;) a++;
474
-
let c = new Set(e.slice(a, i + 1).map((e) => e.event.repo?.name).filter((e) => e !== void 0));
475
-
c.size > t && (t = c.size, n = a, r = i);
688
+
else {
689
+
let r = 0, s = 0, c = /* @__PURE__ */ new Set();
690
+
for (let t of e) {
691
+
let e = t.event.repo?.name;
692
+
if (e) {
693
+
let t = e.split(`/`)[1];
694
+
t && c.add(t);
695
+
}
476
696
}
477
-
if (t >= l.ISSUE_COMMENT_SPRAY_EXTREME) {
478
-
let a = e[n]?.time, o = e[r]?.time, s = r - n + 1, c = o && a ? Math.round(o.diff(a, `minute`, !0) * 10) / 10 : 0, u = c > 0 ? Math.round(s / c * 10) / 10 : s;
479
-
i.push({
480
-
label: `Issue comment spam`,
481
-
points: l.POINTS_ISSUE_COMMENT_SPRAY_EXTREME,
482
-
detail: `${s} comments to ${t} different repos in ${c} minutes (${u} comments/min)`
483
-
});
484
-
} else if (t >= l.ISSUE_COMMENT_SPRAY_HIGH) {
485
-
let a = e[n]?.time, o = e[r]?.time, s = r - n + 1, c = o && a ? Math.round(o.diff(a, `minute`, !0) * 10) / 10 : 0, u = c > 0 ? Math.round(s / c * 10) / 10 : s;
486
-
i.push({
487
-
label: `High comment frequency across repos`,
488
-
points: l.POINTS_ISSUE_COMMENT_SPRAY_HIGH,
489
-
detail: `${s} comments to ${t} different repos in ${c} minutes (${u} comments/min)`
697
+
for (let n of c) {
698
+
let i = e.filter((e) => {
699
+
let t = e.event.repo?.name;
700
+
return t && t.split(`/`)[1] === n;
701
+
}), a = t.filter((e) => {
702
+
let t = e.event.repo?.name;
703
+
return t && t.split(`/`)[1] === n;
490
704
});
705
+
if (i.length > 0 && a.length > 0) {
706
+
let e = 0;
707
+
for (let t of i) {
708
+
for (; e < a.length && a[e].time.valueOf() < t.time.valueOf();) e++;
709
+
if (e < a.length) {
710
+
let n = a[e].time.diff(t.time, `second`);
711
+
n >= 0 && n <= u.BRANCH_PR_TIME_WINDOW_SECONDS && (r++, s = Math.max(s, n), e++);
712
+
}
713
+
}
714
+
}
491
715
}
716
+
r >= i && r / o.length >= a && n.push({
717
+
label: `Automated fork/PR workflow`,
718
+
points: u.POINTS_BRANCH_PR_AUTOMATION,
719
+
amplifiable: !0,
720
+
detail: `${r}/${o.length} fork branches followed by upstream PRs within ${s}s`
721
+
});
492
722
}
493
723
}
494
-
if (c && r.length >= l.MIN_EVENTS_FOR_ANALYSIS) {
495
-
let e = n.toLowerCase(), a = r.filter((e) => e.type === `PushEvent`);
496
-
if (a.length >= l.MIN_EVENTS_FOR_ANALYSIS) {
497
-
let e = a.map((e) => (0, f.default)(e.created_at)).sort((e, t) => e.valueOf() - t.valueOf()), t = 0, n = 0;
498
-
for (let r = 0; r < e.length; r++) {
499
-
let i = e[r];
500
-
for (; i && i.diff(e[n], `hour`, !0) > 1;) n++;
501
-
let a = r - n + 1;
502
-
t = Math.max(t, a);
503
-
}
504
-
t >= l.HOURLY_ACTIVITY_EXTREME ? i.push({
505
-
label: `Extreme commit burst`,
506
-
points: l.POINTS_EXTREME_ACTIVITY_DENSITY,
507
-
detail: `${t} commits within 1 hour`
508
-
}) : t >= l.HOURLY_ACTIVITY_HIGH && i.push({
509
-
label: `High commit burst`,
510
-
points: l.POINTS_HIGH_ACTIVITY_DENSITY,
511
-
detail: `${t} commits within 1 hour`
724
+
return n;
725
+
}
726
+
function S(e, t) {
727
+
let n = [], r = t >= u.AGE_ESTABLISHED_ACCOUNT ? u.CLOSED_PR_SPAM_MIN_ESTABLISHED : u.CLOSED_PR_SPAM_MIN, i = e.filter((e) => e.type === `PullRequestEvent` && e.payload?.action === `closed`);
728
+
if (i.length < r) return n;
729
+
let a = new Set(i.map((e) => e.repo?.name).filter((e) => e !== void 0)), o = i.map((e) => (0, h.default)(e.created_at)), s = o.reduce((e, t) => t.isBefore(e) ? t : e), c = o.reduce((e, t) => t.isAfter(e) ? t : e), l = c.diff(s, `minute`), d = c.diff(s, `day`), f = c.diff(s, `day`, !0), p = d > 0 ? `${d}d` : `${Math.ceil(l / 60)}h`, m = /* @__PURE__ */ new Map();
730
+
i.forEach((e) => {
731
+
let t = h.default.utc(e.created_at).format(`YYYY-MM-DD`);
732
+
m.set(t, (m.get(t) || 0) + 1);
733
+
});
734
+
let g = Array.from(m.entries()).filter(([e, t]) => t >= 10).sort((e, t) => t[1] - e[1]).map(([e, t]) => t), _ = ``;
735
+
g.length > 0 && (_ = g.length === 1 ? `, with a spike of ${g[0]} rejections on one day` : `, with spike days of ${g.slice(0, -1).join(`, `) + ` and ${g[g.length - 1]}`} rejections each`);
736
+
let v = u.POINTS_CLOSED_PR_SPAM;
737
+
i.length >= 100 ? v = u.POINTS_CLOSED_PR_SPAM_EXTREME : i.length >= 25 && (v = u.POINTS_CLOSED_PR_SPAM_HIGH);
738
+
let y = f > 0 ? i.length / f : i.length, b = g.length > 0, x = i.length >= 25, S = y >= .5;
739
+
if (a.size >= u.CLOSED_PR_REPO_SPREAD && (b || x || S)) return n.push({
740
+
label: `Closed PR spam scatter`,
741
+
points: v,
742
+
amplifiable: !0,
743
+
detail: `${i.length} PRs were rejected across ${a.size} repositories in ${p}${_}.`
744
+
}), n;
745
+
if (a.size >= 2 && l <= u.CLOSED_PR_TIME_WINDOW_MINUTES) {
746
+
let e = i.length >= 100 ? u.POINTS_CLOSED_PR_SPAM_BURST_EXTREME : v;
747
+
n.push({
748
+
label: `Closed PR spam burst`,
749
+
points: e,
750
+
amplifiable: !0,
751
+
detail: `${i.length} PRs closed across ${a.size} repos in ${l}m (concentrated rejection/spam activity)`
752
+
});
753
+
}
754
+
return n;
755
+
}
756
+
function C(e) {
757
+
let t = [];
758
+
if (e.length < u.MIN_EVENTS_FOR_ANALYSIS) return t;
759
+
let n = e.filter((e) => e.type === `IssueCommentEvent`);
760
+
if (n.length >= u.ISSUE_COMMENT_MIN_FOR_SPRAY) {
761
+
let e = n.map((e) => ({
762
+
event: e,
763
+
time: (0, h.default)(e.created_at)
764
+
})).sort((e, t) => e.time.valueOf() - t.time.valueOf()), r = 0, i = 0, a = 0, o = 0, s = u.ISSUE_COMMENT_SPAM_WINDOW_MINUTES;
765
+
for (let t = 0; t < e.length; t++) {
766
+
let n = e[t]?.time;
767
+
for (; e[o] && n && n.diff(e[o].time, `minute`, !0) > s;) o++;
768
+
let c = new Set(e.slice(o, t + 1).map((e) => e.event.repo?.name).filter((e) => e !== void 0));
769
+
c.size > r && (r = c.size, i = o, a = t);
770
+
}
771
+
if (r >= u.ISSUE_COMMENT_SPRAY_EXTREME) {
772
+
let n = e[i]?.time, o = e[a]?.time, s = a - i + 1, c = o && n ? Math.round(o.diff(n, `minute`, !0)) : 0;
773
+
t.push({
774
+
label: `Issue comment spam`,
775
+
points: u.POINTS_ISSUE_COMMENT_SPRAY_EXTREME,
776
+
amplifiable: !0,
777
+
detail: `${s} comments to ${r} different repos in just ${c} minute${c === 1 ? `` : `s`}`
778
+
});
779
+
} else if (r >= u.ISSUE_COMMENT_SPRAY_HIGH) {
780
+
let n = e[i]?.time, o = e[a]?.time, s = a - i + 1, c = o && n ? Math.round(o.diff(n, `minute`, !0)) : 0;
781
+
t.push({
782
+
label: `High comment frequency across repos`,
783
+
points: u.POINTS_ISSUE_COMMENT_SPRAY_HIGH,
784
+
amplifiable: !0,
785
+
detail: `${s} comments to ${r} different repos in just ${c} minute${c === 1 ? `` : `s`}`
786
+
});
787
+
}
788
+
}
789
+
let r = e.filter((e) => e.type === `PullRequestReviewCommentEvent`);
790
+
if (r.length >= u.PR_COMMENT_MIN_FOR_SPRAY) {
791
+
let e = r.map((e) => ({
792
+
event: e,
793
+
time: (0, h.default)(e.created_at)
794
+
})).sort((e, t) => e.time.valueOf() - t.time.valueOf()), n = 0, i = 0, a = 0, o = 0, s = u.PR_COMMENT_SPAM_WINDOW_MINUTES;
795
+
for (let t = 0; t < e.length; t++) {
796
+
let r = e[t]?.time;
797
+
for (; e[o] && r && r.diff(e[o].time, `minute`, !0) > s;) o++;
798
+
let c = new Set(e.slice(o, t + 1).map((e) => {
799
+
let t = e.event.repo?.name, n = e.event.payload?.pull_request?.number;
800
+
return t && n ? `${t}#${n}` : t;
801
+
}).filter((e) => e !== void 0));
802
+
c.size > n && (n = c.size, i = o, a = t);
803
+
}
804
+
if (n >= u.PR_COMMENT_SPRAY_EXTREME) {
805
+
let r = e[i]?.time, o = e[a]?.time, s = a - i + 1, c = o && r ? Math.round(o.diff(r, `minute`, !0)) : 0;
806
+
t.push({
807
+
label: `PR comment spam`,
808
+
points: u.POINTS_PR_COMMENT_SPRAY_EXTREME,
809
+
amplifiable: !0,
810
+
detail: `${s} comments on ${n} different PRs in just ${c} minute${c === 1 ? `` : `s`}`
811
+
});
812
+
} else if (n >= u.PR_COMMENT_SPRAY_HIGH) {
813
+
let r = e[i]?.time, o = e[a]?.time, s = a - i + 1, c = o && r ? Math.round(o.diff(r, `minute`, !0)) : 0;
814
+
t.push({
815
+
label: `High PR comment frequency`,
816
+
points: u.POINTS_PR_COMMENT_SPRAY_HIGH,
817
+
amplifiable: !0,
818
+
detail: `${s} comments on ${n} different PRs in just ${c} minute${c === 1 ? `` : `s`}`
819
+
});
820
+
}
821
+
}
822
+
return t;
823
+
}
824
+
function w(e) {
825
+
if (e.length === 0) return 0;
826
+
let t = e.reduce((e, t) => e + t, 0);
827
+
if (t === 0) return 0;
828
+
let n = 0;
829
+
for (let r of e) if (r > 0) {
830
+
let e = r / t;
831
+
n -= e * Math.log2(e);
832
+
}
833
+
return n;
834
+
}
835
+
function T(e) {
836
+
return e.length <= 1 ? 0 : w(e) / Math.log2(e.length);
837
+
}
838
+
function E(e) {
839
+
let t = [];
840
+
if (e.length < u.MIN_EVENTS_FOR_ANALYSIS) return t;
841
+
let n = /* @__PURE__ */ new Map();
842
+
e.forEach((e) => {
843
+
e.type && n.set(e.type, (n.get(e.type) || 0) + 1);
844
+
});
845
+
let r = T(Array.from(n.values())), i = new Set(e.map((e) => e.type).filter((e) => e != null)), a = i.has(`IssueCommentEvent`) || i.has(`PullRequestReviewEvent`) || i.has(`PullRequestReviewCommentEvent`), o = i.has(`WatchEvent`), s = i.size <= 3 && r < .8, c = r > .85 && i.size >= 5;
846
+
return (s || c) && !a && !o && t.push({
847
+
label: `Narrow activity focus`,
848
+
points: u.POINTS_LOW_DIVERSITY,
849
+
amplifiable: !0,
850
+
detail: `${i.size} event types (entropy: ${r.toFixed(2)}) without interpersonal interactions`
851
+
}), t;
852
+
}
853
+
h.default.extend(p.default), h.default.extend(m.default);
854
+
function D(e) {
855
+
let t = [], n = e.filter((e) => e.type === `ForkEvent`);
856
+
if (n.length < u.FORKS_HIGH) return t;
857
+
let r = n.map((e) => (0, h.default)(e.created_at)).sort((e, t) => e.valueOf() - t.valueOf()), i = (e) => {
858
+
let t = 0, n = 0;
859
+
for (let i = 0; i < r.length; i++) {
860
+
let a = r[i];
861
+
for (; a && a.diff(r[n], `hour`, !0) > e;) n++;
862
+
let o = i - n + 1;
863
+
t = Math.max(t, o);
864
+
}
865
+
return t;
866
+
}, a = i(24), o = i(48), s = i(72), c = null;
867
+
if (a >= u.FORKS_SURGE_EXTREME_HIGH ? c = {
868
+
label: `Extreme fork automation`,
869
+
points: u.POINTS_FORK_SURGE_EXTREME_HIGH,
870
+
amplifiable: !0,
871
+
detail: `${a} repositories forked in rapid succession (within 24 hours)`
872
+
} : a >= u.FORKS_SURGE_SEVERE ? c = {
873
+
label: `Severe fork surge`,
874
+
points: u.POINTS_FORK_SURGE_SEVERE,
875
+
amplifiable: !0,
876
+
detail: `${a} repositories forked in rapid succession (within 24 hours)`
877
+
} : a >= u.FORKS_EXTREME ? c = {
878
+
label: `Fork spike detected`,
879
+
points: u.POINTS_FORK_SURGE,
880
+
amplifiable: !0,
881
+
detail: `Burst of ${a} fork events in a single 24-hour window`
882
+
} : a >= u.FORKS_HIGH ? c = {
883
+
label: `Multiple forks`,
884
+
points: u.POINTS_MULTIPLE_FORKS,
885
+
amplifiable: !0,
886
+
detail: `${a} repositories forked in a single 24-hour window`
887
+
} : o >= u.FORKS_SURGE_48H ? c = {
888
+
label: `Multi-day fork surge`,
889
+
points: u.POINTS_FORK_SURGE_48H,
890
+
amplifiable: !0,
891
+
detail: `Concentrated burst: ${o} repositories forked over 2 days`
892
+
} : s >= u.FORKS_SURGE_72H && (c = {
893
+
label: `Severe multi-day fork surge`,
894
+
points: u.POINTS_FORK_SURGE_72H,
895
+
amplifiable: !0,
896
+
detail: `Rapid burst: ${s} repositories forked over 72 hours`
897
+
}), c && t.push(c), r.length > 0 && !c) {
898
+
let e = r[0], i = r[r.length - 1];
899
+
if (e && i) {
900
+
let r = Math.max(1, i.diff(e, `day`)), a = n.length / r;
901
+
a >= u.FORKS_PER_DAY_HIGH && r >= 3 && t.push({
902
+
label: `Sustained fork rate`,
903
+
points: u.POINTS_FORKS_PER_DAY_HIGH,
904
+
amplifiable: !0,
905
+
detail: `Average of ${a.toFixed(1)} forks per day over ${r} days (${n.length} total)`
512
906
});
513
-
let r = 0;
514
-
for (let t = 1; t < e.length; t++) e[t] !== void 0 && e[t - 1] !== void 0 && e[t].diff(e[t - 1], `second`) <= l.TIGHT_COMMIT_SECONDS && r++;
515
-
r >= l.TIGHT_COMMIT_THRESHOLD && i.push({
516
-
label: `High commit frequency`,
517
-
points: l.POINTS_TIGHT_BURST,
518
-
detail: `${r + 1} commits within very short intervals`
907
+
}
908
+
}
909
+
let l = /* @__PURE__ */ new Set();
910
+
if (n.forEach((e) => {
911
+
l.add(h.default.utc(e.created_at).format(`YYYY-MM-DD`));
912
+
}), l.size >= u.CONSECUTIVE_FORK_DAYS && !c) {
913
+
let e = Array.from(l).map((e) => (0, h.default)(e, `YYYY-MM-DD`)).sort((e, t) => e.valueOf() - t.valueOf()), r = 1, i = 1;
914
+
for (let t = 1; t < e.length; t++) {
915
+
let n = e[t - 1], a = e[t];
916
+
a && n && a.diff(n, `day`) === 1 ? (i++, r = Math.max(r, i)) : i = 1;
917
+
}
918
+
if (r >= u.CONSECUTIVE_FORK_DAYS) {
919
+
let e = l.size;
920
+
t.push({
921
+
label: `Extended forking pattern`,
922
+
points: u.POINTS_CONSECUTIVE_FORK_DAYS,
923
+
amplifiable: !0,
924
+
detail: `Forking activity on ${e} days (${r} consecutive), ${n.length} repositories total`
519
925
});
520
926
}
521
-
let u = r.filter((e) => e.type === `PullRequestEvent`);
522
-
if (u.length >= l.MIN_EVENTS_FOR_ANALYSIS) {
523
-
let e = u.map((e) => (0, f.default)(e.created_at)), t = f.default.min(e), n = f.default.max(e);
524
-
if (n) {
525
-
let e = Math.max(1, n.diff(t, `day`)), r = u.length / e;
526
-
r >= l.ACTIVITY_DENSITY_EXTREME / 2 ? i.push({
527
-
label: `Very high PR volume`,
528
-
points: l.POINTS_EXTREME_ACTIVITY_DENSITY + 10,
529
-
detail: `${u.length} PRs in ${e} day${e === 1 ? `` : `s`}`
530
-
}) : r >= l.ACTIVITY_DENSITY_HIGH / 2 && i.push({
531
-
label: `High PR volume`,
532
-
points: l.POINTS_HIGH_ACTIVITY_DENSITY + 5,
533
-
detail: `${u.length} PRs in ${e} day${e === 1 ? `` : `s`}`
534
-
});
535
-
}
927
+
}
928
+
let d = new Set(n.map((e) => e.repo?.name).filter((e) => e !== void 0));
929
+
if (d.size >= u.FORK_REPO_DIVERSITY_HIGH && !c) {
930
+
let e = ``;
931
+
if (r.length > 1) {
932
+
let t = r[0], n = r[r.length - 1].diff(t, `day`);
933
+
e = n > 0 ? ` over ${n} days` : ` in a short timeframe`;
536
934
}
537
-
let d = r.filter((e) => e.type === `ForkEvent`);
538
-
d.length >= l.FORKS_EXTREME ? i.push({
539
-
label: `Many recent forks`,
540
-
points: l.POINTS_FORK_SURGE,
541
-
detail: `${d.length} repos forked recently`
542
-
}) : d.length >= l.FORKS_HIGH && i.push({
543
-
label: `Multiple forks`,
544
-
points: l.POINTS_MULTIPLE_FORKS,
545
-
detail: `${d.length} repos forked recently`
546
-
});
547
-
let p = new Set([`PushEvent`, `PullRequestEvent`]), m = r.filter((e) => e.type && p.has(e.type) || e.type === `PullRequestReviewEvent` || e.type === `PullRequestReviewCommentEvent`), h = /* @__PURE__ */ new Map();
548
-
m.forEach((e) => {
549
-
if (!e.created_at) return;
550
-
let t = new Date(e.created_at), n = t.toISOString().slice(0, 10);
551
-
h.has(n) || h.set(n, []), h.get(n).push(t);
935
+
t.push({
936
+
label: `Fork scatter pattern`,
937
+
points: u.POINTS_FORK_DIVERSITY,
938
+
amplifiable: !0,
939
+
detail: `Targeting ${d.size} different repositories${e}`
552
940
});
553
-
let g = [];
554
-
if (h.forEach((e, t) => {
555
-
new Set(e.map((e) => e.getUTCHours())).size >= l.HOURS_PER_DAY_INHUMAN && g.push(t);
556
-
}), g.length >= l.CONSECUTIVE_INHUMAN_DAYS_EXTREME) {
557
-
g.sort();
558
-
let e = 1, t = 1;
559
-
for (let n = 1; n < g.length; n++) {
560
-
let r = (0, f.default)(g[n - 1]);
561
-
(0, f.default)(g[n]).diff(r, `day`) === 1 ? (e++, t = Math.max(t, e)) : e = 1;
562
-
}
563
-
t >= l.CONSECUTIVE_INHUMAN_DAYS_EXTREME ? i.push({
564
-
label: `Extended daily coding`,
565
-
points: l.POINTS_NONSTOP_ACTIVITY,
566
-
detail: `${t} days in a row with ${l.HOURS_PER_DAY_INHUMAN}+ hours of coding`
567
-
}) : g.length >= l.FREQUENT_MARATHON_DAYS && i.push({
568
-
label: `Frequent long coding days`,
569
-
points: l.POINTS_FREQUENT_MARATHON,
570
-
detail: `${g.length} days with ${l.HOURS_PER_DAY_INHUMAN}+ hours of coding each`
941
+
}
942
+
return t;
943
+
}
944
+
function O(e) {
945
+
let t = [], n = e.filter((e) => e.type === `ForkEvent`);
946
+
if (n.length < u.FORK_COMBINED_ACTIVITY_MIN || e.length < u.MIN_EVENTS_FOR_ANALYSIS) return t;
947
+
let r = new Set(n.map((e) => e.repo?.name).filter((e) => e !== void 0)), i = e.filter((e) => e.type === `CreateEvent` && e.payload?.ref_type === `branch`).filter((e) => r.has(e.repo?.name || ``)), a = e.filter((e) => e.type === `PullRequestEvent` && e.payload?.action === `opened`).filter((e) => r.has(e.repo?.name || ``));
948
+
if (i.length >= u.FORK_COMBINED_BRANCHES && a.length >= u.FORK_COMBINED_PRS) {
949
+
let e = n.map((e) => (0, h.default)(e.created_at)), r = i.map((e) => (0, h.default)(e.created_at)), o = a.map((e) => (0, h.default)(e.created_at)), s = h.default.max(e), c = h.default.min(r), l = h.default.min(o);
950
+
if (s && c && l && s.isBefore(c) && c.isBefore(l) && a.length <= i.length * 2) {
951
+
let e = n.length + i.length + a.length;
952
+
t.push({
953
+
label: `Suspicious chained automations`,
954
+
points: u.POINTS_FORK_COMBINED_ACTIVITY,
955
+
amplifiable: !0,
956
+
detail: `${e} chained repository operations: ${n.length} forks followed by ${i.length} branches, then ${a.length} pull requests (based on available event history)`
571
957
});
572
958
}
573
-
let _ = /* @__PURE__ */ new Set();
574
-
r.forEach((e) => {
575
-
_.add((0, f.default)(e.created_at).format(`YYYY-MM-DD`));
959
+
}
960
+
return t;
961
+
}
962
+
h.default.extend(m.default);
963
+
function k(e) {
964
+
let t = [];
965
+
if (e.length < u.MIN_EVENTS_FOR_ANALYSIS) return t;
966
+
let n = e.filter((e) => e.type === `PullRequestEvent` && e.payload?.action === `opened`), r = n.map((e) => (0, h.default)(e.created_at)), i = h.default.max(r) || (0, h.default)(), a = i.subtract(1, `day`), o = i.subtract(1, `week`), s = n.filter((e) => (0, h.default)(e.created_at).isAfter(a)), c = n.filter((e) => (0, h.default)(e.created_at).isAfter(o));
967
+
if (s.length >= u.PRS_DAY_EXTREME && t.push({
968
+
label: `Extreme PR spam (daily)`,
969
+
points: u.POINTS_PRS_DAY_EXTREME,
970
+
amplifiable: !0,
971
+
detail: `${s.length} PRs in the last 24 hours`
972
+
}), c.length >= u.PRS_WEEK_EXTREME ? t.push({
973
+
label: `Extreme PR spam (weekly)`,
974
+
points: u.POINTS_PRS_WEEK_EXTREME,
975
+
amplifiable: !0,
976
+
detail: `${c.length} PRs in the last 7 days`
977
+
}) : c.length >= u.PRS_WEEK_VERY_HIGH && t.push({
978
+
label: `Very high PR spam frequency`,
979
+
points: u.POINTS_PRS_WEEK_VERY_HIGH,
980
+
amplifiable: !0,
981
+
detail: `${c.length} PRs in the last 7 days`
982
+
}), n.length >= u.PRS_SPAM_VOLUME && !t.some((e) => e.label === `Extreme PR spam (daily)` || e.label === `Extreme PR spam (weekly)` || e.label === `Very high PR spam frequency`)) {
983
+
let e = new Set(n.map((e) => e.repo?.name).filter((e) => e !== void 0));
984
+
if (e.size >= u.REPOS_SPAM_SPREAD) {
985
+
let r = n.map((e) => (0, h.default)(e.created_at)).sort((e, t) => e.valueOf() - t.valueOf()), a = r[0], o = r[r.length - 1], s = o ? o.diff(a, `days`, !0) : 0, c = s / 7, l = c > 0 ? n.length / c : Infinity, d = i.subtract(30, `days`), f = n.filter((e) => (0, h.default)(e.created_at).isAfter(d)).length, p = l >= u.PRS_SPAM_DENSITY_PER_WEEK, m = f >= u.PRS_SPAM_ROLLING_30DAYS;
986
+
(p || m) && t.push({
987
+
label: `Distributed PR spam pattern`,
988
+
points: u.POINTS_PR_SPAM_DISTRIBUTED,
989
+
amplifiable: !0,
990
+
detail: `${n.length} PRs spread across ${e.size} different repositories${s > 0 ? ` (${l.toFixed(1)} PRs/week)` : ``}`
991
+
});
992
+
}
993
+
}
994
+
return t;
995
+
}
996
+
function A(e, t) {
997
+
let n = [], r = t >= u.AGE_ESTABLISHED_ACCOUNT ? u.RAPID_PR_SPAM_MIN_PRS_ESTABLISHED : u.RAPID_PR_SPAM_MIN_PRS, i = e.filter((e) => e.type === `PullRequestEvent` && e.payload?.action === `opened`);
998
+
if (i.length < r) return n;
999
+
let a = i.map((e) => ({
1000
+
event: e,
1001
+
time: (0, h.default)(e.created_at)
1002
+
})).sort((e, t) => e.time.valueOf() - t.time.valueOf()), o = /* @__PURE__ */ new Map();
1003
+
for (let e of a) {
1004
+
let t = e.event.repo?.name;
1005
+
t && (o.has(t) || o.set(t, []), o.get(t)?.push(e));
1006
+
}
1007
+
let s = 0, c = 0, l = ``;
1008
+
for (let [e, t] of o.entries()) {
1009
+
if (t.length < r) continue;
1010
+
let n = 0, i = 0;
1011
+
for (let e = 0; e < t.length - 1; e++) {
1012
+
let r = t[e + 1].time.diff(t[e].time, `second`);
1013
+
r <= u.BRANCH_PR_TIME_WINDOW_SECONDS && (n++, i = Math.max(i, r));
1014
+
}
1015
+
n > s && (s = n, c = i, l = e);
1016
+
}
1017
+
return s >= r - 1 && n.push({
1018
+
label: `Rapid PR spam to repository`,
1019
+
points: u.POINTS_RAPID_PR_SPAM,
1020
+
amplifiable: !0,
1021
+
detail: `${s + 1} PRs opened to ${l} within ${c}s intervals`
1022
+
}), n;
1023
+
}
1024
+
function j(e) {
1025
+
let t = [];
1026
+
if (e.length < u.MIN_EVENTS_FOR_ANALYSIS) return t;
1027
+
let n = e.filter((e) => e.type === `CreateEvent` && e.payload?.ref_type === `repository`);
1028
+
if (n.length >= u.CREATE_EVENTS_MIN) {
1029
+
let e = n.map((e) => (0, h.default)(e.created_at)).sort((e, t) => e.valueOf() - t.valueOf()), r = 0, i = 0;
1030
+
for (let t = 0; t < e.length; t++) {
1031
+
let n = e[t];
1032
+
for (; n && n.diff(e[i], `hour`, !0) > 24;) i++;
1033
+
let a = t - i + 1;
1034
+
r = Math.max(r, a);
1035
+
}
1036
+
r >= u.CREATE_BURST_EXTREME ? t.push({
1037
+
label: `Concentrated repository creation`,
1038
+
points: u.POINTS_CREATE_BURST_EXTREME,
1039
+
amplifiable: !0,
1040
+
detail: `${r} repositories created in a short timeframe (within 24 hours)`
1041
+
}) : r >= u.CREATE_BURST_HIGH && t.push({
1042
+
label: `Frequent repository creation`,
1043
+
points: u.POINTS_CREATE_BURST_HIGH,
1044
+
amplifiable: !0,
1045
+
detail: `${r} repositories created in a short timeframe (within 24 hours)`
576
1046
});
577
-
let v = Array.from(_).map((e) => (0, f.default)(e, `YYYY-MM-DD`)).sort((e, t) => e.valueOf() - t.valueOf()), y = 1, b = 1;
578
-
for (let e = 1; e < v.length; e++) {
579
-
let t = v[e - 1], n = v[e];
580
-
n && t && n.diff(t, `day`) === 1 ? (b++, y = Math.max(y, b)) : b = 1;
1047
+
}
1048
+
return t;
1049
+
}
1050
+
h.default.extend(m.default);
1051
+
function M(e, t, n, r) {
1052
+
let i = [];
1053
+
if (!n || e.length < u.MIN_EVENTS_FOR_ANALYSIS) return i;
1054
+
let a = r.toLowerCase(), o = e.filter((e) => e.type === `PushEvent`);
1055
+
if (o.length >= u.MIN_EVENTS_FOR_ANALYSIS) {
1056
+
let e = o.map((e) => (0, h.default)(e.created_at)).sort((e, t) => e.valueOf() - t.valueOf()), t = 0, n = 0;
1057
+
for (let r = 0; r < e.length; r++) {
1058
+
let i = e[r];
1059
+
for (; i && i.diff(e[n], `hour`, !0) > 1;) n++;
1060
+
let a = r - n + 1;
1061
+
t = Math.max(t, a);
581
1062
}
582
-
if (y >= l.CONSECUTIVE_DAYS_STREAK && i.push({
583
-
label: `Long activity streak`,
584
-
points: l.POINTS_CONTINUOUS_ACTIVITY,
585
-
detail: `${y} days in a row with activity`
586
-
}), c) {
587
-
let t = new Set(r.map((e) => e.repo?.name).filter((t) => t ? t.split(`/`)[0]?.toLowerCase() !== e : !1));
588
-
t.size >= l.REPO_SPREAD_EXTREME ? i.push({
589
-
label: `Highly distributed activity`,
590
-
points: l.POINTS_EXTREME_REPO_SPREAD_YOUNG,
591
-
detail: `Activity spread across ${t.size} external repositories`
592
-
}) : t.size >= l.REPO_SPREAD_HIGH && i.push({
593
-
label: `Distributed activity`,
594
-
points: l.POINTS_WIDE_REPO_SPREAD_YOUNG,
595
-
detail: `Activity spread across ${t.size} external repositories`
1063
+
t >= u.HOURLY_ACTIVITY_EXTREME ? i.push({
1064
+
label: `Extreme commit burst`,
1065
+
points: u.POINTS_EXTREME_ACTIVITY_DENSITY,
1066
+
detail: `${t} commits within 1 hour`
1067
+
}) : t >= u.HOURLY_ACTIVITY_HIGH && i.push({
1068
+
label: `High commit burst`,
1069
+
points: u.POINTS_HIGH_ACTIVITY_DENSITY,
1070
+
detail: `${t} commits within 1 hour`
1071
+
});
1072
+
let r = 0;
1073
+
for (let t = 1; t < e.length; t++) e[t] !== void 0 && e[t - 1] !== void 0 && e[t].diff(e[t - 1], `second`) <= u.TIGHT_COMMIT_SECONDS && r++;
1074
+
r >= u.TIGHT_COMMIT_THRESHOLD && i.push({
1075
+
label: `High commit frequency`,
1076
+
points: u.POINTS_TIGHT_BURST,
1077
+
detail: `${r + 1} commits within very short intervals`
1078
+
});
1079
+
}
1080
+
let s = e.filter((e) => e.type === `PullRequestEvent` && e.payload?.action === `opened`);
1081
+
if (s.length >= u.MIN_EVENTS_FOR_ANALYSIS) {
1082
+
let e = s.map((e) => (0, h.default)(e.created_at)), t = h.default.min(e), n = h.default.max(e);
1083
+
if (n) {
1084
+
let e = Math.max(1, n.diff(t, `day`)), r = s.length / e;
1085
+
r >= u.ACTIVITY_DENSITY_EXTREME / 2 ? i.push({
1086
+
label: `Very high PR volume`,
1087
+
points: u.POINTS_EXTREME_ACTIVITY_DENSITY + 10,
1088
+
detail: `${s.length} PRs in ${e} day${e === 1 ? `` : `s`}`
1089
+
}) : r >= u.ACTIVITY_DENSITY_HIGH / 2 && i.push({
1090
+
label: `High PR volume`,
1091
+
points: u.POINTS_HIGH_ACTIVITY_DENSITY + 5,
1092
+
detail: `${s.length} PRs in ${e} day${e === 1 ? `` : `s`}`
596
1093
});
597
1094
}
598
-
let x = u.filter((t) => {
599
-
let n = t.repo?.name?.split(`/`)[0]?.toLowerCase();
600
-
return n && n !== e;
601
-
}), S = (0, f.default)(), C = S.subtract(1, `week`), w = S.subtract(1, `day`), T = x.filter((e) => (0, f.default)(e.created_at).isAfter(C)), E = x.filter((e) => (0, f.default)(e.created_at).isAfter(w));
602
-
if (E.length >= l.PRS_TODAY_EXTREME ? i.push({
603
-
label: `High PR volume in the past 24 hours`,
604
-
points: l.POINTS_PR_BURST,
605
-
detail: `${E.length} PRs to other repos in the last 24 hours`
606
-
}) : T.length >= l.PRS_WEEK_HIGH && i.push({
607
-
label: `High PR volume during last week`,
608
-
points: l.POINTS_HIGH_PR_FREQUENCY,
609
-
detail: `${T.length} PRs to other repos this week`
610
-
}), x.length >= l.EXTERNAL_PRS_MIN && t < l.PERSONAL_REPOS_LOW) {
611
-
let e = `${x.length} PRs to other repos, but only ${t} of their own`;
612
-
t === 0 && (e = `${x.length} PRs to other repos, none of their own`), i.push({
613
-
label: `Primarily external contributions`,
614
-
points: l.POINTS_PR_ONLY_CONTRIBUTOR,
615
-
detail: e
616
-
});
1095
+
}
1096
+
let c = new Set([`PushEvent`, `PullRequestEvent`]), l = e.filter((e) => e.type && c.has(e.type) || e.type === `PullRequestReviewEvent` || e.type === `PullRequestReviewCommentEvent`), d = /* @__PURE__ */ new Map();
1097
+
l.forEach((e) => {
1098
+
if (!e.created_at) return;
1099
+
let t = new Date(e.created_at), n = t.toISOString().slice(0, 10);
1100
+
d.has(n) || d.set(n, []), d.get(n)?.push(t);
1101
+
});
1102
+
let f = [];
1103
+
if (d.forEach((e, t) => {
1104
+
let n = /* @__PURE__ */ new Map();
1105
+
e.forEach((e) => {
1106
+
let t = e.getUTCHours();
1107
+
n.set(t, (n.get(t) || 0) + 1);
1108
+
});
1109
+
let r = n.size, i = T(Array.from(n.values()));
1110
+
r >= u.HOURS_PER_DAY_INHUMAN && i > .8 && f.push(t);
1111
+
}), f.length >= u.CONSECUTIVE_INHUMAN_DAYS_EXTREME) {
1112
+
f.sort();
1113
+
let e = 1, t = 1;
1114
+
for (let n = 1; n < f.length; n++) {
1115
+
let r = (0, h.default)(f[n - 1]);
1116
+
(0, h.default)(f[n]).diff(r, `day`) === 1 ? (e++, t = Math.max(t, e)) : e = 1;
617
1117
}
618
-
let D = o.length / r.length;
619
-
!s && D >= l.FOREIGN_RATIO_HIGH && t < l.PERSONAL_REPOS_LOW && i.push({
620
-
label: `Mostly external activity`,
621
-
points: l.POINTS_EXTERNAL_FOCUS,
622
-
detail: `${Math.round(D * 100)}% of activity on other people's repos`
1118
+
t >= u.CONSECUTIVE_INHUMAN_DAYS_EXTREME ? i.push({
1119
+
label: `Extended daily coding`,
1120
+
points: u.POINTS_NONSTOP_ACTIVITY,
1121
+
detail: `${t} days in a row with ${u.HOURS_PER_DAY_INHUMAN}+ hours of coding`
1122
+
}) : f.length >= u.FREQUENT_MARATHON_DAYS && i.push({
1123
+
label: `Frequent long coding days`,
1124
+
points: u.POINTS_FREQUENT_MARATHON,
1125
+
detail: `${f.length} days with ${u.HOURS_PER_DAY_INHUMAN}+ hours of coding and uniform hourly distribution`
1126
+
});
1127
+
}
1128
+
let p = new Set(e.map((e) => e.repo?.name).filter((e) => e ? e.split(`/`)[0]?.toLowerCase() !== a : !1));
1129
+
p.size >= u.REPO_SPREAD_EXTREME ? i.push({
1130
+
label: `Highly distributed activity`,
1131
+
points: u.POINTS_EXTREME_REPO_SPREAD_YOUNG,
1132
+
detail: `Activity spread across ${p.size} external repositories`
1133
+
}) : p.size >= u.REPO_SPREAD_HIGH && i.push({
1134
+
label: `Distributed activity`,
1135
+
points: u.POINTS_WIDE_REPO_SPREAD_YOUNG,
1136
+
detail: `Activity spread across ${p.size} external repositories`
1137
+
});
1138
+
let m = s.filter((e) => {
1139
+
let t = e.repo?.name?.split(`/`)[0]?.toLowerCase();
1140
+
return t && t !== a;
1141
+
}), g = (0, h.default)(), _ = g.subtract(1, `week`), v = g.subtract(1, `day`), y = m.filter((e) => (0, h.default)(e.created_at).isAfter(_)), b = m.filter((e) => (0, h.default)(e.created_at).isAfter(v));
1142
+
if (b.length >= u.PRS_TODAY_EXTREME ? i.push({
1143
+
label: `High PR volume in the past 24 hours`,
1144
+
points: u.POINTS_PR_BURST,
1145
+
detail: `${b.length} PRs to other repos in the last 24 hours`
1146
+
}) : y.length >= u.PRS_WEEK_HIGH && i.push({
1147
+
label: `High PR volume during last week`,
1148
+
points: u.POINTS_HIGH_PR_FREQUENCY,
1149
+
detail: `${y.length} PRs to other repos this week`
1150
+
}), m.length >= u.EXTERNAL_PRS_MIN && t < u.PERSONAL_REPOS_LOW) {
1151
+
let e = `${m.length} PRs to other repos, but only ${t} of their own`;
1152
+
t === 0 && (e = `${m.length} PRs to other repos, none of their own`), i.push({
1153
+
label: `Primarily external contributions`,
1154
+
points: u.POINTS_PR_ONLY_CONTRIBUTOR,
1155
+
detail: e
1156
+
});
1157
+
}
1158
+
let x = e.filter((e) => {
1159
+
let t = e.repo?.name?.split(`/`)[0]?.toLowerCase();
1160
+
return t && t !== a;
1161
+
}), S = x.length / e.length;
1162
+
return x.length > 0 && S >= u.FOREIGN_RATIO_HIGH && t < u.PERSONAL_REPOS_LOW && i.push({
1163
+
label: `Mostly external activity`,
1164
+
points: u.POINTS_EXTERNAL_FOCUS,
1165
+
detail: `${Math.round(S * 100)}% of activity on other people's repos`
1166
+
}), i;
1167
+
}
1168
+
function N(e, t, n) {
1169
+
let r = [];
1170
+
return e === 0 && t.length === n.length && n.length >= u.ZERO_REPOS_MIN_EVENTS && r.push({
1171
+
label: `Only active on other people's repos`,
1172
+
points: u.POINTS_ZERO_REPOS_ACTIVE + u.POINTS_NO_PERSONAL_ACTIVITY,
1173
+
detail: `No personal repos, all ${n.length} events are on repos they don't own`
1174
+
}), r;
1175
+
}
1176
+
h.default.extend(m.default), h.default.extend(p.default);
1177
+
function P({ createdAt: e, reposCount: t, accountName: n, events: r, excludeRepos: i = [], commits: a = [] }) {
1178
+
let o = [], s = i.map((e) => e.toLowerCase()), c = r.filter((e) => {
1179
+
let t = e.repo?.name?.toLowerCase();
1180
+
return t && !s.includes(t);
1181
+
}), l = (0, h.default)().diff(e, `days`), d = c.filter((e) => {
1182
+
let t = e.repo?.name?.split(`/`)[0]?.toLowerCase();
1183
+
return t && t !== n.toLowerCase();
1184
+
}), f = l < u.AGE_YOUNG_ACCOUNT;
1185
+
o.push(...y(l)), o.push(...N(t, d, c)), o.push(...j(c)), o.push(...b(c)), o.push(...E(c)), o.push(...C(c)), o.push(...x(c, l)), o.push(...A(c, l)), o.push(...S(c, l)), o.push(...D(c)), o.push(...O(c)), o.push(...M(c, t, f, n)), o.push(...k(c));
1186
+
let p = v(a.filter((e) => !e.repo || !s.includes(e.repo.toLowerCase()))), m = p.totalCommits >= u.AI_COMMIT_MIN_COMMITS ? u.AI_COMMIT_TIERS.find((e) => p.ratio >= e.ratio) : void 0, g = o.some((e) => e.amplifiable && e.points > 0);
1187
+
if (m) {
1188
+
let { ratio: e, aiCommits: t, totalCommits: n } = p, r = Math.round(e * 100), i = g ? `${t}/${n} commits (${r}%) AI-attributed — ${m.multiplier}x multiplier applied to automation signals` : `${t}/${n} commits (${r}%) AI-attributed — no automation signals to amplify`;
1189
+
o.push({
1190
+
label: `Predominantly AI-attributed commits`,
1191
+
points: 0,
1192
+
detail: i
623
1193
});
624
1194
}
625
-
let u = i.reduce((e, t) => e += t.points, 0), d = Math.max(0, 100 - u), p = `automation`;
626
-
return d >= l.THRESHOLD_HUMAN ? p = `organic` : d >= l.THRESHOLD_SUSPICIOUS && (p = `mixed`), {
627
-
score: d,
628
-
classification: p,
629
-
flags: i,
1195
+
let _ = m?.multiplier ?? 1, w = o.reduce((e, t) => e + (t.amplifiable ? Math.round(t.points * _) : t.points), 0), T = Math.max(0, 100 - w), P = `automation`;
1196
+
return T >= u.THRESHOLD_HUMAN ? P = `organic` : T >= u.THRESHOLD_SUSPICIOUS && (P = `mixed`), {
1197
+
score: T,
1198
+
classification: P,
1199
+
flags: o,
630
1200
profile: {
631
-
age: a,
1201
+
age: l,
632
1202
repos: t
633
1203
}
634
1204
};
635
1205
}
636
-
function h(e) {
637
-
return e ? e === `organic` ? {
638
-
label: `Organic activity`,
639
-
description: `No automation signals detected in the analyzed events.`
640
-
} : e === `mixed` ? {
641
-
label: `Mixed activity`,
642
-
description: `Activity patterns show a mix of organic and automated signals.`
643
-
} : {
644
-
label: `Automation signals`,
645
-
description: `Activity patterns show signs of automation.`
646
-
} : {
647
-
label: `Analysis unavailable`,
648
-
description: `Classification is not available for this account.`
649
-
};
650
-
}
651
1206
//#endregion
652
1207
//#region src/detect-agent.ts
653
1208
const jsonMode = process.argv.includes("--json");
···
670
1225
events.push(...pageEvents);
671
1226
if (pageEvents.length < 100) break;
672
1227
}
673
-
const { classification, score, flags } = m({
1228
+
const { classification, score, flags } = P({
674
1229
accountName: PR_AUTHOR,
675
1230
reposCount: user.public_repos,
676
1231
createdAt: user.created_at,
···
691
1246
const details = !!verifiedAutomationList.find((account) => account.username === PR_AUTHOR) ? {
692
1247
label: "Flagged by community",
693
1248
description: "This account has been flagged as potentially automated by the community."
694
-
} : h(classification);
1249
+
} : l(classification);
695
1250
const flagsTable = flags.map((f) => `| ${f.label} | ${f.points > 0 ? "+" : ""}${f.points} | ${f.detail} |`).join("\n");
696
1251
const comment = `### ${details.label}
697
1252
···
703
1258
|--------|--------|--------|
704
1259
${flagsTable}
705
1260
706
-
<sub>Analyzed ${events.length} public events via <a href="https://www.npmx.dev/package/voight-kampff-test">voight-kampff-test</a></sub>`;
1261
+
<sub>Analyzed ${events.length} public events via <a href="https://www.npmx.dev/package/@unveil/identity">@unveil/identity</a></sub>`;
707
1262
log(`Classification: ${classification} (score: ${score})`);
708
1263
for (const flag of flags) log(` [${flag.points > 0 ? "+" : ""}${flag.points}] ${flag.label}: ${flag.detail}`);
709
1264
const isAgent = classification === "automation";
+1
-1
dist/detect-agent.mjs.map
+1
-1
dist/detect-agent.mjs.map
···
1
-
{"version":3,"file":"detect-agent.mjs","names":["identifyReplicant","getClassificationDetails"],"sources":["../node_modules/.pnpm/voight-kampff-test@2.2.1/node_modules/voight-kampff-test/dist/index.mjs","../src/detect-agent.ts"],"sourcesContent":["var e=Object.create,t=Object.defineProperty,n=Object.getOwnPropertyDescriptor,r=Object.getOwnPropertyNames,i=Object.getPrototypeOf,a=Object.prototype.hasOwnProperty,o=(e,t)=>()=>(t||e((t={exports:{}}).exports,t),t.exports),s=(e,i,o,s)=>{if(i&&typeof i==`object`||typeof i==`function`)for(var c=r(i),l=0,u=c.length,d;l<u;l++)d=c[l],!a.call(e,d)&&d!==o&&t(e,d,{get:(e=>i[e]).bind(null,d),enumerable:!(s=n(i,d))||s.enumerable});return e},c=(n,r,a)=>(a=n==null?{}:e(i(n)),s(r||!n||!n.__esModule?t(a,`default`,{value:n,enumerable:!0}):a,n));const l={THRESHOLD_HUMAN:70,THRESHOLD_SUSPICIOUS:50,AGE_NEW_ACCOUNT:30,AGE_YOUNG_ACCOUNT:90,POINTS_NEW_ACCOUNT:20,POINTS_YOUNG_ACCOUNT:10,POINTS_NO_IDENTITY:15,FOLLOW_RATIO_FOLLOWING_MIN:50,FOLLOW_RATIO_FOLLOWERS_MAX:5,POINTS_FOLLOW_RATIO:15,POINTS_ZERO_FOLLOWERS:10,MIN_EVENTS_FOR_ANALYSIS:10,FORKS_EXTREME:8,FORKS_HIGH:5,POINTS_FORK_SURGE:30,POINTS_MULTIPLE_FORKS:20,HOURS_PER_DAY_INHUMAN:16,CONSECUTIVE_INHUMAN_DAYS_EXTREME:3,FREQUENT_MARATHON_DAYS:5,POINTS_NONSTOP_ACTIVITY:40,POINTS_FREQUENT_MARATHON:25,CONSECUTIVE_DAYS_STREAK:21,POINTS_CONTINUOUS_ACTIVITY:25,REPO_SPREAD_EXTREME:30,REPO_SPREAD_HIGH:20,POINTS_EXTREME_REPO_SPREAD_YOUNG:30,POINTS_WIDE_REPO_SPREAD_YOUNG:15,PRS_TODAY_EXTREME:15,PRS_WEEK_HIGH:20,POINTS_PR_BURST:20,POINTS_HIGH_PR_FREQUENCY:15,EXTERNAL_PRS_MIN:15,PERSONAL_REPOS_LOW:5,POINTS_PR_ONLY_CONTRIBUTOR:20,FOREIGN_RATIO_FULL:1,FOREIGN_RATIO_HIGH:.95,PERSONAL_REPOS_NONE:3,POINTS_NO_PERSONAL_ACTIVITY:30,POINTS_EXTERNAL_FOCUS:20,ZERO_REPOS_MIN_EVENTS:20,POINTS_ZERO_REPOS_ACTIVE:20,ACTIVITY_DENSITY_HIGH:8,ACTIVITY_DENSITY_EXTREME:15,POINTS_HIGH_ACTIVITY_DENSITY:15,POINTS_EXTREME_ACTIVITY_DENSITY:25,HOURLY_ACTIVITY_HIGH:50,HOURLY_ACTIVITY_EXTREME:100,TIGHT_COMMIT_SECONDS:600,TIGHT_COMMIT_THRESHOLD:3,POINTS_TIGHT_BURST:25,CREATE_EVENTS_MIN:5,CREATE_BURST_EXTREME:16,CREATE_BURST_HIGH:8,POINTS_CREATE_BURST_EXTREME:35,POINTS_CREATE_BURST_HIGH:25,HOURS_ACTIVE_EXTREME:21,EVENTS_PER_HOUR_MIN:2,POINTS_24_7_ACTIVITY:25,EVENT_TYPE_DIVERSITY_MIN:2,POINTS_LOW_DIVERSITY:20,ISSUE_COMMENT_SPAM_WINDOW_MINUTES:2,ISSUE_COMMENT_SPRAY_EXTREME:15,ISSUE_COMMENT_SPRAY_HIGH:10,ISSUE_COMMENT_MIN_FOR_SPRAY:10,POINTS_ISSUE_COMMENT_SPRAY_EXTREME:40,POINTS_ISSUE_COMMENT_SPRAY_HIGH:30};var u=o(((e,t)=>{(function(n,r){typeof e==`object`&&t!==void 0?t.exports=r():typeof define==`function`&&define.amd?define(r):(n=typeof globalThis<`u`?globalThis:n||self).dayjs=r()})(e,(function(){var e=1e3,t=6e4,n=36e5,r=`millisecond`,i=`second`,a=`minute`,o=`hour`,s=`day`,c=`week`,l=`month`,u=`quarter`,d=`year`,f=`date`,p=`Invalid Date`,m=/^(\\d{4})[-/]?(\\d{1,2})?[-/]?(\\d{0,2})[Tt\\s]*(\\d{1,2})?:?(\\d{1,2})?:?(\\d{1,2})?[.:]?(\\d+)?$/,h=/\\[([^\\]]+)]|Y{1,4}|M{1,4}|D{1,2}|d{1,4}|H{1,2}|h{1,2}|a|A|m{1,2}|s{1,2}|Z{1,2}|SSS/g,g={name:`en`,weekdays:`Sunday_Monday_Tuesday_Wednesday_Thursday_Friday_Saturday`.split(`_`),months:`January_February_March_April_May_June_July_August_September_October_November_December`.split(`_`),ordinal:function(e){var t=[`th`,`st`,`nd`,`rd`],n=e%100;return`[`+e+(t[(n-20)%10]||t[n]||t[0])+`]`}},_=function(e,t,n){var r=String(e);return!r||r.length>=t?e:``+Array(t+1-r.length).join(n)+e},v={s:_,z:function(e){var t=-e.utcOffset(),n=Math.abs(t),r=Math.floor(n/60),i=n%60;return(t<=0?`+`:`-`)+_(r,2,`0`)+`:`+_(i,2,`0`)},m:function e(t,n){if(t.date()<n.date())return-e(n,t);var r=12*(n.year()-t.year())+(n.month()-t.month()),i=t.clone().add(r,l),a=n-i<0,o=t.clone().add(r+(a?-1:1),l);return+(-(r+(n-i)/(a?i-o:o-i))||0)},a:function(e){return e<0?Math.ceil(e)||0:Math.floor(e)},p:function(e){return{M:l,y:d,w:c,d:s,D:f,h:o,m:a,s:i,ms:r,Q:u}[e]||String(e||``).toLowerCase().replace(/s$/,``)},u:function(e){return e===void 0}},y=`en`,b={};b[y]=g;var x=`$isDayjsObject`,S=function(e){return e instanceof E||!(!e||!e[x])},C=function e(t,n,r){var i;if(!t)return y;if(typeof t==`string`){var a=t.toLowerCase();b[a]&&(i=a),n&&(b[a]=n,i=a);var o=t.split(`-`);if(!i&&o.length>1)return e(o[0])}else{var s=t.name;b[s]=t,i=s}return!r&&i&&(y=i),i||!r&&y},w=function(e,t){if(S(e))return e.clone();var n=typeof t==`object`?t:{};return n.date=e,n.args=arguments,new E(n)},T=v;T.l=C,T.i=S,T.w=function(e,t){return w(e,{locale:t.$L,utc:t.$u,x:t.$x,$offset:t.$offset})};var E=function(){function g(e){this.$L=C(e.locale,null,!0),this.parse(e),this.$x=this.$x||e.x||{},this[x]=!0}var _=g.prototype;return _.parse=function(e){this.$d=function(e){var t=e.date,n=e.utc;if(t===null)return new Date(NaN);if(T.u(t))return new Date;if(t instanceof Date)return new Date(t);if(typeof t==`string`&&!/Z$/i.test(t)){var r=t.match(m);if(r){var i=r[2]-1||0,a=(r[7]||`0`).substring(0,3);return n?new Date(Date.UTC(r[1],i,r[3]||1,r[4]||0,r[5]||0,r[6]||0,a)):new Date(r[1],i,r[3]||1,r[4]||0,r[5]||0,r[6]||0,a)}}return new Date(t)}(e),this.init()},_.init=function(){var e=this.$d;this.$y=e.getFullYear(),this.$M=e.getMonth(),this.$D=e.getDate(),this.$W=e.getDay(),this.$H=e.getHours(),this.$m=e.getMinutes(),this.$s=e.getSeconds(),this.$ms=e.getMilliseconds()},_.$utils=function(){return T},_.isValid=function(){return this.$d.toString()!==p},_.isSame=function(e,t){var n=w(e);return this.startOf(t)<=n&&n<=this.endOf(t)},_.isAfter=function(e,t){return w(e)<this.startOf(t)},_.isBefore=function(e,t){return this.endOf(t)<w(e)},_.$g=function(e,t,n){return T.u(e)?this[t]:this.set(n,e)},_.unix=function(){return Math.floor(this.valueOf()/1e3)},_.valueOf=function(){return this.$d.getTime()},_.startOf=function(e,t){var n=this,r=!!T.u(t)||t,u=T.p(e),p=function(e,t){var i=T.w(n.$u?Date.UTC(n.$y,t,e):new Date(n.$y,t,e),n);return r?i:i.endOf(s)},m=function(e,t){return T.w(n.toDate()[e].apply(n.toDate(`s`),(r?[0,0,0,0]:[23,59,59,999]).slice(t)),n)},h=this.$W,g=this.$M,_=this.$D,v=`set`+(this.$u?`UTC`:``);switch(u){case d:return r?p(1,0):p(31,11);case l:return r?p(1,g):p(0,g+1);case c:var y=this.$locale().weekStart||0,b=(h<y?h+7:h)-y;return p(r?_-b:_+(6-b),g);case s:case f:return m(v+`Hours`,0);case o:return m(v+`Minutes`,1);case a:return m(v+`Seconds`,2);case i:return m(v+`Milliseconds`,3);default:return this.clone()}},_.endOf=function(e){return this.startOf(e,!1)},_.$set=function(e,t){var n,c=T.p(e),u=`set`+(this.$u?`UTC`:``),p=(n={},n[s]=u+`Date`,n[f]=u+`Date`,n[l]=u+`Month`,n[d]=u+`FullYear`,n[o]=u+`Hours`,n[a]=u+`Minutes`,n[i]=u+`Seconds`,n[r]=u+`Milliseconds`,n)[c],m=c===s?this.$D+(t-this.$W):t;if(c===l||c===d){var h=this.clone().set(f,1);h.$d[p](m),h.init(),this.$d=h.set(f,Math.min(this.$D,h.daysInMonth())).$d}else p&&this.$d[p](m);return this.init(),this},_.set=function(e,t){return this.clone().$set(e,t)},_.get=function(e){return this[T.p(e)]()},_.add=function(r,u){var f,p=this;r=Number(r);var m=T.p(u),h=function(e){var t=w(p);return T.w(t.date(t.date()+Math.round(e*r)),p)};if(m===l)return this.set(l,this.$M+r);if(m===d)return this.set(d,this.$y+r);if(m===s)return h(1);if(m===c)return h(7);var g=(f={},f[a]=t,f[o]=n,f[i]=e,f)[m]||1,_=this.$d.getTime()+r*g;return T.w(_,this)},_.subtract=function(e,t){return this.add(-1*e,t)},_.format=function(e){var t=this,n=this.$locale();if(!this.isValid())return n.invalidDate||p;var r=e||`YYYY-MM-DDTHH:mm:ssZ`,i=T.z(this),a=this.$H,o=this.$m,s=this.$M,c=n.weekdays,l=n.months,u=n.meridiem,d=function(e,n,i,a){return e&&(e[n]||e(t,r))||i[n].slice(0,a)},f=function(e){return T.s(a%12||12,e,`0`)},m=u||function(e,t,n){var r=e<12?`AM`:`PM`;return n?r.toLowerCase():r};return r.replace(h,(function(e,r){return r||function(e){switch(e){case`YY`:return String(t.$y).slice(-2);case`YYYY`:return T.s(t.$y,4,`0`);case`M`:return s+1;case`MM`:return T.s(s+1,2,`0`);case`MMM`:return d(n.monthsShort,s,l,3);case`MMMM`:return d(l,s);case`D`:return t.$D;case`DD`:return T.s(t.$D,2,`0`);case`d`:return String(t.$W);case`dd`:return d(n.weekdaysMin,t.$W,c,2);case`ddd`:return d(n.weekdaysShort,t.$W,c,3);case`dddd`:return c[t.$W];case`H`:return String(a);case`HH`:return T.s(a,2,`0`);case`h`:return f(1);case`hh`:return f(2);case`a`:return m(a,o,!0);case`A`:return m(a,o,!1);case`m`:return String(o);case`mm`:return T.s(o,2,`0`);case`s`:return String(t.$s);case`ss`:return T.s(t.$s,2,`0`);case`SSS`:return T.s(t.$ms,3,`0`);case`Z`:return i}return null}(e)||i.replace(`:`,``)}))},_.utcOffset=function(){return 15*-Math.round(this.$d.getTimezoneOffset()/15)},_.diff=function(r,f,p){var m,h=this,g=T.p(f),_=w(r),v=(_.utcOffset()-this.utcOffset())*t,y=this-_,b=function(){return T.m(h,_)};switch(g){case d:m=b()/12;break;case l:m=b();break;case u:m=b()/3;break;case c:m=(y-v)/6048e5;break;case s:m=(y-v)/864e5;break;case o:m=y/n;break;case a:m=y/t;break;case i:m=y/e;break;default:m=y}return p?m:T.a(m)},_.daysInMonth=function(){return this.endOf(l).$D},_.$locale=function(){return b[this.$L]},_.locale=function(e,t){if(!e)return this.$L;var n=this.clone(),r=C(e,t,!0);return r&&(n.$L=r),n},_.clone=function(){return T.w(this.$d,this)},_.toDate=function(){return new Date(this.valueOf())},_.toJSON=function(){return this.isValid()?this.toISOString():null},_.toISOString=function(){return this.$d.toISOString()},_.toString=function(){return this.$d.toUTCString()},g}(),D=E.prototype;return w.prototype=D,[[`$ms`,r],[`$s`,i],[`$m`,a],[`$H`,o],[`$W`,s],[`$M`,l],[`$y`,d],[`$D`,f]].forEach((function(e){D[e[1]]=function(t){return this.$g(t,e[0],e[1])}})),w.extend=function(e,t){return e.$i||=(e(t,E,w),!0),w},w.locale=C,w.isDayjs=S,w.unix=function(e){return w(1e3*e)},w.en=b[y],w.Ls=b,w.p={},w}))})),d=o(((e,t)=>{(function(n,r){typeof e==`object`&&t!==void 0?t.exports=r():typeof define==`function`&&define.amd?define(r):(n=typeof globalThis<`u`?globalThis:n||self).dayjs_plugin_minMax=r()})(e,(function(){return function(e,t,n){var r=function(e,t){if(!t||!t.length||t.length===1&&!t[0]||t.length===1&&Array.isArray(t[0])&&!t[0].length)return null;var n;t.length===1&&t[0].length>0&&(t=t[0]),n=(t=t.filter((function(e){return e})))[0];for(var r=1;r<t.length;r+=1)t[r].isValid()&&!t[r][e](n)||(n=t[r]);return n};n.max=function(){return r(`isAfter`,[].slice.call(arguments,0))},n.min=function(){return r(`isBefore`,[].slice.call(arguments,0))}}}))})),f=c(u(),1),p=c(d(),1);f.default.extend(p.default);function m({createdAt:e,reposCount:t,accountName:n,events:r}){let i=[],a=(0,f.default)().diff(e,`days`);a<l.AGE_NEW_ACCOUNT?i.push({label:`Recently created`,points:l.POINTS_NEW_ACCOUNT,detail:`Account is ${a} days old`}):a<l.AGE_YOUNG_ACCOUNT&&i.push({label:`Young account`,points:l.POINTS_YOUNG_ACCOUNT,detail:`Account is ${a} days old`});let o=r.filter(e=>{let t=e.repo?.name?.split(`/`)[0]?.toLowerCase();return t&&t!==n.toLowerCase()}),s=t===0&&o.length===r.length;s&&r.length>=l.ZERO_REPOS_MIN_EVENTS&&i.push({label:`Only active on other people's repos`,points:l.POINTS_ZERO_REPOS_ACTIVE+l.POINTS_NO_PERSONAL_ACTIVITY,detail:`No personal repos, all ${r.length} events are on repos they don't own`});let c=a<l.AGE_YOUNG_ACCOUNT;if(r.length>=l.MIN_EVENTS_FOR_ANALYSIS){let e=r.filter(e=>e.type===`CreateEvent`&&e.payload?.ref_type===`repository`);if(e.length>=l.CREATE_EVENTS_MIN){let t=e.map(e=>(0,f.default)(e.created_at)).sort((e,t)=>e.valueOf()-t.valueOf()),n=0,r=0;for(let e=0;e<t.length;e++){let i=t[e];for(;i&&i.diff(t[r],`hour`,!0)>24;)r++;let a=e-r+1;n=Math.max(n,a)}n>=l.CREATE_BURST_EXTREME?i.push({label:`Concentrated repository creation`,points:l.POINTS_CREATE_BURST_EXTREME,detail:`${n} repositories created in a short timeframe (within 24 hours)`}):n>=l.CREATE_BURST_HIGH&&i.push({label:`Frequent repository creation`,points:l.POINTS_CREATE_BURST_HIGH,detail:`${n} repositories created in a short timeframe (within 24 hours)`})}let t=new Map;if(r.forEach(e=>{let n=(0,f.default)(e.created_at).hour();t.set(n,(t.get(n)||0)+1)}),r.length>0&&t.size>0){let e=t.size,n=Array.from(t.values()),a=r.length/e,o=a,s=n.reduce((e,t)=>e+(t-o)**2,0)/n.length,c=Math.sqrt(s)/o,u=Array.from(t.keys()).sort((e,t)=>e-t),d=u[0],f=u[u.length-1],p=d!==void 0&&f!==void 0?24-f+d:0;for(let e=0;e<u.length-1;e++){let t=u[e],n=u[e+1];t!==void 0&&n!==void 0&&(p=Math.max(p,n-t-1))}let m=c<.3,h=p<3,g=a>=l.EVENTS_PER_HOUR_MIN;if(e>=l.HOURS_ACTIVE_EXTREME&&g&&(m||h)){let t=l.POINTS_24_7_ACTIVITY;m&&h&&(t=Math.round(t*1.5)),i.push({label:`24/7 activity pattern`,points:t,detail:`Active ${e}/24 hours, ${p}h max rest, ${a.toFixed(1)} events/hour`})}}let n=new Set(r.map(e=>e.type)),a=n.has(`IssueCommentEvent`)||n.has(`PullRequestReviewEvent`)||n.has(`PullRequestReviewCommentEvent`),o=n.has(`WatchEvent`);n.size<=l.EVENT_TYPE_DIVERSITY_MIN&&!a&&!o&&i.push({label:`Narrow activity focus`,points:l.POINTS_LOW_DIVERSITY,detail:`Activity concentrated on ${n.size} specific event types without interpersonal interactions`});let s=r.filter(e=>e.type===`IssueCommentEvent`);if(s.length>=l.ISSUE_COMMENT_MIN_FOR_SPRAY){let e=s.map(e=>({event:e,time:(0,f.default)(e.created_at)})).sort((e,t)=>e.time.valueOf()-t.time.valueOf()),t=0,n=0,r=0,a=0,o=l.ISSUE_COMMENT_SPAM_WINDOW_MINUTES;for(let i=0;i<e.length;i++){let s=e[i]?.time;for(;e[a]&&s&&s.diff(e[a].time,`minute`,!0)>o;)a++;let c=new Set(e.slice(a,i+1).map(e=>e.event.repo?.name).filter(e=>e!==void 0));c.size>t&&(t=c.size,n=a,r=i)}if(t>=l.ISSUE_COMMENT_SPRAY_EXTREME){let a=e[n]?.time,o=e[r]?.time,s=r-n+1,c=o&&a?Math.round(o.diff(a,`minute`,!0)*10)/10:0,u=c>0?Math.round(s/c*10)/10:s;i.push({label:`Issue comment spam`,points:l.POINTS_ISSUE_COMMENT_SPRAY_EXTREME,detail:`${s} comments to ${t} different repos in ${c} minutes (${u} comments/min)`})}else if(t>=l.ISSUE_COMMENT_SPRAY_HIGH){let a=e[n]?.time,o=e[r]?.time,s=r-n+1,c=o&&a?Math.round(o.diff(a,`minute`,!0)*10)/10:0,u=c>0?Math.round(s/c*10)/10:s;i.push({label:`High comment frequency across repos`,points:l.POINTS_ISSUE_COMMENT_SPRAY_HIGH,detail:`${s} comments to ${t} different repos in ${c} minutes (${u} comments/min)`})}}}if(c&&r.length>=l.MIN_EVENTS_FOR_ANALYSIS){let e=n.toLowerCase(),a=r.filter(e=>e.type===`PushEvent`);if(a.length>=l.MIN_EVENTS_FOR_ANALYSIS){let e=a.map(e=>(0,f.default)(e.created_at)).sort((e,t)=>e.valueOf()-t.valueOf()),t=0,n=0;for(let r=0;r<e.length;r++){let i=e[r];for(;i&&i.diff(e[n],`hour`,!0)>1;)n++;let a=r-n+1;t=Math.max(t,a)}t>=l.HOURLY_ACTIVITY_EXTREME?i.push({label:`Extreme commit burst`,points:l.POINTS_EXTREME_ACTIVITY_DENSITY,detail:`${t} commits within 1 hour`}):t>=l.HOURLY_ACTIVITY_HIGH&&i.push({label:`High commit burst`,points:l.POINTS_HIGH_ACTIVITY_DENSITY,detail:`${t} commits within 1 hour`});let r=0;for(let t=1;t<e.length;t++)e[t]!==void 0&&e[t-1]!==void 0&&e[t].diff(e[t-1],`second`)<=l.TIGHT_COMMIT_SECONDS&&r++;r>=l.TIGHT_COMMIT_THRESHOLD&&i.push({label:`High commit frequency`,points:l.POINTS_TIGHT_BURST,detail:`${r+1} commits within very short intervals`})}let u=r.filter(e=>e.type===`PullRequestEvent`);if(u.length>=l.MIN_EVENTS_FOR_ANALYSIS){let e=u.map(e=>(0,f.default)(e.created_at)),t=f.default.min(e),n=f.default.max(e);if(n){let e=Math.max(1,n.diff(t,`day`)),r=u.length/e;r>=l.ACTIVITY_DENSITY_EXTREME/2?i.push({label:`Very high PR volume`,points:l.POINTS_EXTREME_ACTIVITY_DENSITY+10,detail:`${u.length} PRs in ${e} day${e===1?``:`s`}`}):r>=l.ACTIVITY_DENSITY_HIGH/2&&i.push({label:`High PR volume`,points:l.POINTS_HIGH_ACTIVITY_DENSITY+5,detail:`${u.length} PRs in ${e} day${e===1?``:`s`}`})}}let d=r.filter(e=>e.type===`ForkEvent`);d.length>=l.FORKS_EXTREME?i.push({label:`Many recent forks`,points:l.POINTS_FORK_SURGE,detail:`${d.length} repos forked recently`}):d.length>=l.FORKS_HIGH&&i.push({label:`Multiple forks`,points:l.POINTS_MULTIPLE_FORKS,detail:`${d.length} repos forked recently`});let p=new Set([`PushEvent`,`PullRequestEvent`]),m=r.filter(e=>e.type&&p.has(e.type)||e.type===`PullRequestReviewEvent`||e.type===`PullRequestReviewCommentEvent`),h=new Map;m.forEach(e=>{if(!e.created_at)return;let t=new Date(e.created_at),n=t.toISOString().slice(0,10);h.has(n)||h.set(n,[]),h.get(n).push(t)});let g=[];if(h.forEach((e,t)=>{new Set(e.map(e=>e.getUTCHours())).size>=l.HOURS_PER_DAY_INHUMAN&&g.push(t)}),g.length>=l.CONSECUTIVE_INHUMAN_DAYS_EXTREME){g.sort();let e=1,t=1;for(let n=1;n<g.length;n++){let r=(0,f.default)(g[n-1]);(0,f.default)(g[n]).diff(r,`day`)===1?(e++,t=Math.max(t,e)):e=1}t>=l.CONSECUTIVE_INHUMAN_DAYS_EXTREME?i.push({label:`Extended daily coding`,points:l.POINTS_NONSTOP_ACTIVITY,detail:`${t} days in a row with ${l.HOURS_PER_DAY_INHUMAN}+ hours of coding`}):g.length>=l.FREQUENT_MARATHON_DAYS&&i.push({label:`Frequent long coding days`,points:l.POINTS_FREQUENT_MARATHON,detail:`${g.length} days with ${l.HOURS_PER_DAY_INHUMAN}+ hours of coding each`})}let _=new Set;r.forEach(e=>{_.add((0,f.default)(e.created_at).format(`YYYY-MM-DD`))});let v=Array.from(_).map(e=>(0,f.default)(e,`YYYY-MM-DD`)).sort((e,t)=>e.valueOf()-t.valueOf()),y=1,b=1;for(let e=1;e<v.length;e++){let t=v[e-1],n=v[e];n&&t&&n.diff(t,`day`)===1?(b++,y=Math.max(y,b)):b=1}if(y>=l.CONSECUTIVE_DAYS_STREAK&&i.push({label:`Long activity streak`,points:l.POINTS_CONTINUOUS_ACTIVITY,detail:`${y} days in a row with activity`}),c){let t=new Set(r.map(e=>e.repo?.name).filter(t=>t?t.split(`/`)[0]?.toLowerCase()!==e:!1));t.size>=l.REPO_SPREAD_EXTREME?i.push({label:`Highly distributed activity`,points:l.POINTS_EXTREME_REPO_SPREAD_YOUNG,detail:`Activity spread across ${t.size} external repositories`}):t.size>=l.REPO_SPREAD_HIGH&&i.push({label:`Distributed activity`,points:l.POINTS_WIDE_REPO_SPREAD_YOUNG,detail:`Activity spread across ${t.size} external repositories`})}let x=u.filter(t=>{let n=t.repo?.name?.split(`/`)[0]?.toLowerCase();return n&&n!==e}),S=(0,f.default)(),C=S.subtract(1,`week`),w=S.subtract(1,`day`),T=x.filter(e=>(0,f.default)(e.created_at).isAfter(C)),E=x.filter(e=>(0,f.default)(e.created_at).isAfter(w));if(E.length>=l.PRS_TODAY_EXTREME?i.push({label:`High PR volume in the past 24 hours`,points:l.POINTS_PR_BURST,detail:`${E.length} PRs to other repos in the last 24 hours`}):T.length>=l.PRS_WEEK_HIGH&&i.push({label:`High PR volume during last week`,points:l.POINTS_HIGH_PR_FREQUENCY,detail:`${T.length} PRs to other repos this week`}),x.length>=l.EXTERNAL_PRS_MIN&&t<l.PERSONAL_REPOS_LOW){let e=`${x.length} PRs to other repos, but only ${t} of their own`;t===0&&(e=`${x.length} PRs to other repos, none of their own`),i.push({label:`Primarily external contributions`,points:l.POINTS_PR_ONLY_CONTRIBUTOR,detail:e})}let D=o.length/r.length;!s&&D>=l.FOREIGN_RATIO_HIGH&&t<l.PERSONAL_REPOS_LOW&&i.push({label:`Mostly external activity`,points:l.POINTS_EXTERNAL_FOCUS,detail:`${Math.round(D*100)}% of activity on other people's repos`})}let u=i.reduce((e,t)=>e+=t.points,0),d=Math.max(0,100-u),p=`automation`;return d>=l.THRESHOLD_HUMAN?p=`organic`:d>=l.THRESHOLD_SUSPICIOUS&&(p=`mixed`),{score:d,classification:p,flags:i,profile:{age:a,repos:t}}}function h(e){return e?e===`organic`?{label:`Organic activity`,description:`No automation signals detected in the analyzed events.`}:e===`mixed`?{label:`Mixed activity`,description:`Activity patterns show a mix of organic and automated signals.`}:{label:`Automation signals`,description:`Activity patterns show signs of automation.`}:{label:`Analysis unavailable`,description:`Classification is not available for this account.`}}export{h as getClassificationDetails,m as identifyReplicant};","import { identifyReplicant, getClassificationDetails } from \"voight-kampff-test\";\nimport { setOutput } from \"./utils\";\n\nconst jsonMode = process.argv.includes(\"--json\");\nconst log = jsonMode ? console.error : console.log;\n\nconst { GITHUB_TOKEN, PR_AUTHOR } = process.env;\nif (!GITHUB_TOKEN || !PR_AUTHOR) {\n\tthrow new Error(\n\t\t`Missing input.\\nRequired environment variables: GITHUB_TOKEN, PR_AUTHOR\\n`,\n\t);\n}\n\nconst headers = {\n\tAccept: \"application/vnd.github+json\",\n\tAuthorization: `Bearer ${GITHUB_TOKEN}`,\n\t\"X-GitHub-Api-Version\": \"2022-11-28\",\n};\n\nconst userRes = await fetch(`https://api.github.com/users/${PR_AUTHOR}`, {\n\theaders,\n});\nif (!userRes.ok) {\n\tthrow new Error(`Failed to fetch user ${PR_AUTHOR}: ${userRes.status}`);\n}\nconst user = await userRes.json();\n\n// Fetch up to 2 pages of public events (200 max)\nconst events = [];\nfor (let page = 1; page <= 2; page++) {\n\tconst eventsRes = await fetch(\n\t\t`https://api.github.com/users/${PR_AUTHOR}/events/public?per_page=100&page=${page}`,\n\t\t{ headers },\n\t);\n\tif (!eventsRes.ok) break;\n\tconst pageEvents = await eventsRes.json();\n\tevents.push(...pageEvents);\n\tif (pageEvents.length < 100) break;\n}\n\nconst { classification, score, flags } = identifyReplicant({\n\taccountName: PR_AUTHOR,\n\treposCount: user.public_repos,\n\tcreatedAt: user.created_at,\n\tevents,\n});\n\ntype AutomationListItem = {\n username: string;\n reason: string;\n createdAt: string;\n issueUrl: string;\n};\n\nlet verifiedAutomationList: AutomationListItem[] = [] \n\ntry {\n\tconst automationJSONPath = 'data/verified-automations-list.json'\n\tconst response = await fetch(\n\t\t`https://api.github.com/repos/matteogabriele/agentscan/contents/${automationJSONPath}`,\n\t\t{ headers },\n\t);\n\n\tif (!response.ok) {\n\t\tthrow new Error(`Failed to fetch verified automations list: ${response.status}`);\n\t}\n\n\tconst data = await response.json();\n\n\tif (\"content\" in data) {\n\t\tconst content = Buffer.from(data.content, \"base64\").toString(\"utf-8\");\n\t\tverifiedAutomationList = JSON.parse(content)\n\t}\n} catch (error) {\n\tlog(\"Could not fetch verified automations list\");\n}\n\nconst verifiedAutomation: AutomationListItem | undefined = verifiedAutomationList.find(\n\t(account) => account.username === PR_AUTHOR,\n);\n\nconst communityFlagDetails = {\n\tlabel: \"Flagged by community\",\n\tdescription:\n\t\t\"This account has been flagged as potentially automated by the community.\",\n}\n\nconst hasCommunityFlag: boolean = !!verifiedAutomation;\nconst details = hasCommunityFlag ? communityFlagDetails : getClassificationDetails(classification);\n\nconst flagsTable = flags\n\t.map((f) => `| ${f.label} | ${f.points > 0 ? \"+\" : \"\"}${f.points} | ${f.detail} |`)\n\t.join(\"\\n\");\nconst comment = `### ${details.label}\n\n[@${PR_AUTHOR}](https://github.com/${PR_AUTHOR}) ${details.description}\n\n**Classification:** \\`${classification}\\` (score: ${score})\n\n| Signal | Points | Detail |\n|--------|--------|--------|\n${flagsTable}\n\n<sub>Analyzed ${events.length} public events via <a href=\"https://www.npmx.dev/package/voight-kampff-test\">voight-kampff-test</a></sub>`;\n\n\nlog(`Classification: ${classification} (score: ${score})`);\nfor (const flag of flags) {\n\tlog(` [${flag.points > 0 ? \"+\" : \"\"}${flag.points}] ${flag.label}: ${flag.detail}`);\n}\n\nconst isAgent = classification === \"automation\";\n\nif (jsonMode) {\n\tconsole.log(JSON.stringify({ classification, score, isAgent, comment }));\n} else {\n\tsetOutput(\"CLASSIFICATION\", classification);\n\tsetOutput(\"SCORE\", String(score));\n\tsetOutput(\"IS_AGENT\", isAgent ? \"true\" : \"false\");\n\tsetOutput(\"COMMENT\", 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account.username === PR_AUTHOR,\n);\n\nconst communityFlagDetails = {\n\tlabel: \"Flagged by community\",\n\tdescription:\n\t\t\"This account has been flagged as potentially automated by the community.\",\n}\n\nconst hasCommunityFlag: boolean = !!verifiedAutomation;\nconst details = hasCommunityFlag ? communityFlagDetails : getClassificationDetails(classification);\n\nconst flagsTable = flags\n\t.map((f) => `| ${f.label} | ${f.points > 0 ? \"+\" : \"\"}${f.points} | ${f.detail} |`)\n\t.join(\"\\n\");\nconst comment = `### ${details.label}\n\n[@${PR_AUTHOR}](https://github.com/${PR_AUTHOR}) ${details.description}\n\n**Classification:** \\`${classification}\\` (score: ${score})\n\n| Signal | Points | Detail |\n|--------|--------|--------|\n${flagsTable}\n\n<sub>Analyzed ${events.length} public events via <a href=\"https://www.npmx.dev/package/@unveil/identity\">@unveil/identity</a></sub>`;\n\n\nlog(`Classification: ${classification} (score: ${score})`);\nfor (const flag of flags) 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+2
-2
docs/detect-agent.md
+2
-2
docs/detect-agent.md
···
1
1
# detect-agent
2
2
3
-
Detects automated (bot/agent) PR authors using [`voight-kampff-test`](https://www.npmx.dev/package/voight-kampff-test) which powers [AgentScan](https://agentscan.netlify.app/). Analyzes public GitHub activity to classify accounts as `organic`, `mixed`, or `automation`.
3
+
Detects automated (bot/agent) PR authors using [`@unveil/identity`](https://www.npmx.dev/package/@unveil/identity) which powers [AgentScan](https://agentscan.tools/). Analyzes public GitHub activity to classify accounts as `organic`, `mixed`, or `automation`.
4
4
5
5
- `[bot]` accounts are labeled immediately without analysis
6
6
- Organization members and collaborators are bypassed by default
···
19
19
| Name | Description |
20
20
| ---------------- | ----------------------------------------------------------------- |
21
21
| `classification` | The classification result: `organic`, `mixed`, or `automation` |
22
-
| `score` | The raw score from voight-kampff-test |
22
+
| `score` | The raw score from @unveil/identity |
23
23
| `is_agent` | Whether the PR author is classified as automated (`true`/`false`) |
24
24
25
25
## Secrets
+1
-1
package.json
+1
-1
package.json
+8
-8
pnpm-lock.yaml
+8
-8
pnpm-lock.yaml
···
14
14
'@types/node':
15
15
specifier: ^22.19.15
16
16
version: 22.19.15
17
-
voight-kampff-test:
18
-
specifier: ^2.2.1
19
-
version: 2.2.1
17
+
'@unveil/identity':
18
+
specifier: ^1.6.0
19
+
version: 1.6.0
20
20
21
21
packages:
22
22
···
579
579
resolution: {integrity: sha512-NcKdPiGjxxxdh7fLgRKTrn5hLntbt89NOodNaSrMChTfJwvLaDkgrRlnO7v5x+m7nQc87Qf1y7UoT1ZEZUBB4Q==}
580
580
hasBin: true
581
581
582
+
'@unveil/identity@1.6.0':
583
+
resolution: {integrity: sha512-7myIgvmu82+a7f3C1rx7iBqOIhXNvKKUrA9+RrNg7U2pFKgnx6d/f/IMK83iKLGiBTR6/IaNZAUhh3L9cuQuvA==}
584
+
582
585
'@vitest/expect@4.1.0':
583
586
resolution: {integrity: sha512-EIxG7k4wlWweuCLG9Y5InKFwpMEOyrMb6ZJ1ihYu02LVj/bzUwn2VMU+13PinsjRW75XnITeFrQBMH5+dLvCDA==}
584
587
···
1114
1117
optional: true
1115
1118
jsdom:
1116
1119
optional: true
1117
-
1118
-
voight-kampff-test@2.2.1:
1119
-
resolution: {integrity: sha512-3UZeXWdurDttmk31fR+W+w292z0H3qbwCz1ZQSxNIfaDzyNfFjt8jAhzIOF7WsVG86PJMcsujVJutacewguqzw==}
1120
1120
1121
1121
walk-up-path@4.0.0:
1122
1122
resolution: {integrity: sha512-3hu+tD8YzSLGuFYtPRb48vdhKMi0KQV5sn+uWr8+7dMEq/2G/dtLrdDinkLjqq5TIbIBjYJ4Ax/n3YiaW7QM8A==}
···
1533
1533
'@typescript/native-preview-win32-arm64': 7.0.0-dev.20260307.1
1534
1534
'@typescript/native-preview-win32-x64': 7.0.0-dev.20260307.1
1535
1535
1536
+
'@unveil/identity@1.6.0': {}
1537
+
1536
1538
'@vitest/expect@4.1.0':
1537
1539
dependencies:
1538
1540
'@standard-schema/spec': 1.1.0
···
2021
2023
'@types/node': 22.19.15
2022
2024
transitivePeerDependencies:
2023
2025
- msw
2024
-
2025
-
voight-kampff-test@2.2.1: {}
2026
2026
2027
2027
walk-up-path@4.0.0: {}
2028
2028
+3
-3
src/detect-agent.ts
+3
-3
src/detect-agent.ts
···
1
-
import { identifyReplicant, getClassificationDetails } from "voight-kampff-test";
1
+
import { identify, getClassificationDetails } from "@unveil/identity";
2
2
import { setOutput } from "./utils";
3
3
4
4
const jsonMode = process.argv.includes("--json");
···
38
38
if (pageEvents.length < 100) break;
39
39
}
40
40
41
-
const { classification, score, flags } = identifyReplicant({
41
+
const { classification, score, flags } = identify({
42
42
accountName: PR_AUTHOR,
43
43
reposCount: user.public_repos,
44
44
createdAt: user.created_at,
···
101
101
|--------|--------|--------|
102
102
${flagsTable}
103
103
104
-
<sub>Analyzed ${events.length} public events via <a href="https://www.npmx.dev/package/voight-kampff-test">voight-kampff-test</a></sub>`;
104
+
<sub>Analyzed ${events.length} public events via <a href="https://www.npmx.dev/package/@unveil/identity">@unveil/identity</a></sub>`;
105
105
106
106
107
107
log(`Classification: ${classification} (score: ${score})`);