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Self-tested executable skill (category monitoring) generated and validated by the AETERNA World Development Governor; run it via POST /api/v1/skills/alert-fatigue-reducer/run.","code":"'use strict';\n\nfunction parseTimestamp(ts) {\n if (typeof ts === 'number') return ts;\n if (typeof ts === 'string') {\n var parsed = Date.parse(ts);\n if (!isNaN(parsed)) return parsed;\n }\n return 0;\n}\n\nfunction execute(input) {\n var rawEvents = null;\n var windowMs = 300000;\n\n if (Array.isArray(input)) {\n rawEvents = input;\n } else if (input && typeof input === 'object') {\n if (Array.isArray(input.events)) rawEvents = input.events;\n else if (Array.isArray(input.alerts)) rawEvents = input.alerts;\n else if (Array.isArray(input.records)) rawEvents = input.records;\n else if (Array.isArray(input.input)) rawEvents = input.input;\n else if (input.input && typeof input.input === 'object' && Array.isArray(input.input.events)) rawEvents = input.input.events;\n\n if (typeof input.windowMs === 'number' && input.windowMs > 0) windowMs = input.windowMs;\n else if (typeof input.windowSeconds === 'number' && input.windowSeconds > 0) windowMs = input.windowSeconds * 1000;\n }\n\n if (!rawEvents) {\n return { ok: false, error: \"Invalid input: expected 'events', 'alerts', or 'records' array in input object.\" };\n }\n if (rawEvents.length === 0) {\n return { ok: true, result: { totalEvents: 0, clusterCount: 0, reductionPercent: 0, clusters: [] } };\n }\n\n var normalized = [];\n for (var i = 0; i < rawEvents.length; i++) {\n var ev = rawEvents[i];\n if (!ev || typeof ev !== 'object') continue;\n var fp = String(ev.fingerprint || ev.source || ev.service || ev.title || 'default-alert');\n var sev = String(ev.severity || 'warning').toLowerCase();\n var ts = parseTimestamp(ev.timestamp || ev.time || ev.createdAt);\n var id = ev.id !== undefined ? ev.id : ('evt-' + (i + 1));\n normalized.push({ id: id, fingerprint: fp, severity: sev, timestamp: ts });\n }\n\n normalized.sort(function(a, b) { return a.timestamp - b.timestamp; });\n\n var clusters = [];\n for (var j = 0; j < normalized.length; j++) {\n var item = normalized[j];\n var matchedCluster = null;\n\n for (var k = 0; k < clusters.length; k++) {\n var candidate = clusters[k];\n if (candidate.fingerprint === item.fingerprint && candidate.severity === item.severity) {\n if (Math.abs(item.timestamp - candidate.lastSeenTimestamp) <= windowMs) {\n matchedCluster = candidate;\n break;\n }\n }\n }\n\n if (matchedCluster) {\n matchedCluster.count += 1;\n matchedCluster.lastSeenTimestamp = Math.max(matchedCluster.lastSeenTimestamp, item.timestamp);\n matchedCluster.eventIds.push(item.id);\n } else {\n clusters.push({ clusterId: 'cluster-' + (clusters.length + 1), fingerprint: item.fingerprint, severity: item.severity, firstSeenTimestamp: item.timestamp, lastSeenTimestamp: item.timestamp, count: 1, eventIds: [item.id] });\n }\n }\n\n var formattedClusters = [];\n for (var c = 0; c < clusters.length; c++) {\n var cl = clusters[c];\n var durationSec = Math.round((cl.lastSeenTimestamp - cl.firstSeenTimestamp) / 1000);\n formattedClusters.push({ clusterId: cl.clusterId, fingerprint: cl.fingerprint, severity: cl.severity, eventCount: cl.count, firstSeen: new Date(cl.firstSeenTimestamp).toISOString(), lastSeen: new Date(cl.lastSeenTimestamp).toISOString(), durationSeconds: durationSec, eventIds: cl.eventIds, summary: cl.count + ' ' + cl.severity + ' alert(s) for ' + cl.fingerprint + ' over ' + durationSec + 's' });\n }\n\n var total = normalized.length;\n var clusterCount = formattedClusters.length;\n var reduction = total > 0 ? Math.round(((total - clusterCount) / total) * 10000) / 100 : 0;\n\n return {\n ok: true,\n result: { totalEvents: total, clusterCount: clusterCount, reductionPercent: reduction, clusters: formattedClusters }\n };\n}\n\nfunction selfTest() {\n var baseTime = 1700000000000;\n var c1 = execute({\n events: [\n { id: 'a1', fingerprint: 'db-pool', severity: 'critical', timestamp: baseTime },\n { id: 'a2', fingerprint: 'db-pool', severity: 'critical', timestamp: baseTime + 30000 },\n { id: 'a3', fingerprint: 'db-pool', severity: 'critical', timestamp: baseTime + 60000 },\n { id: 'a4', fingerprint: 'high-cpu', severity: 'warning', timestamp: baseTime + 10000 },\n { id: 'a5', fingerprint: 'db-pool', severity: 'critical', timestamp: baseTime + 800000 }\n ],\n windowMs: 120000\n });\n if (!c1.ok || c1.result.totalEvents !== 5 || c1.result.clusterCount !== 3) {\n return { pass: false, details: \"Case 1 failed: clustering by fingerprint and time proximity\" };\n }\n\n var c2 = execute({ events: [] });\n if (!c2.ok || c2.result.totalEvents !== 0 || c2.result.clusters.length !== 0) {\n return { pass: false, details: \"Case 2 failed: empty events boundary check\" };\n }\n\n var c3 = execute({ config: { timeout: 100 } });\n if (c3.ok !== false || typeof c3.error !== 'string') {\n return { pass: false, details: \"Case 3 failed: invalid input error handling\" };\n }\n\n var c4 = execute({\n alerts: [\n { id: 'x1', service: 'auth-api', severity: 'error', timestamp: '2026-08-13T12:00:00.000Z' },\n { id: 'x2', service: 'auth-api', severity: 'error', timestamp: '2026-08-13T12:02:00.000Z' }\n ],\n windowSeconds: 300\n });\n if (!c4.ok || c4.result.clusterCount !== 1 || c4.result.clusters[0].eventCount !== 2) {\n return { pass: false, details: \"Case 4 failed: alert alias and ISO timestamp clustering\" };\n }\n\n return { pass: true, details: \"Verified alert clustering by fingerprint, severity, and time window, empty list handling, and input validation.\" };\n}\n\nmodule.exports = { name: \"alert-fatigue-reducer\", category: \"monitoring\", description: \"Clusters alert events by fingerprint, severity, and time proximity to suggest deduplicated notification groups.\", execute: execute, selfTest: selfTest };","type":"code","risk":"low","createdBy":"aeterna-world-governor","requires":[],"evidence":["generated by glm-5.2 via model-router","node --check passed","vm sandbox selfTest passed: Verified alert clustering by fingerprint, severity, and time window, empty list handling, and input validation."],"createdAt":"2026-08-13T18:36:00.288Z","users":[],"rating":0,"reviews":[],"runs":1664,"lastRun":"2026-10-02T00:46:10.975Z","runOkRate":0,"quality":{"grade":"A","score":100,"kind":"executable","deployable":true,"status":"canary_approved","selfTest":{"contract":"aeterna-self-test-contract/v2","status":"PASS","reason":"DECLARED_SELF_TEST_PASSED","schema":"pass-v1","schemaSource":"payload-key-inference","execution":{"completed":true,"exitCode":0,"signal":null,"timedOut":false,"durationMs":350,"error":null,"stage":"runtime"},"payloadPreview":"{\"pass\":true,\"details\":\"Verified alert clustering by fingerprint, severity, and time window, empty list handling, and input validation.\"}"},"findings":[],"evidence":["static safety gate passed","selfTest passed (pass-v1) in <=2000ms guarded worker"],"manifest":"legacy","familyPolicy":{"manifestFamilies":null,"executingFamily":"nyx","enforcedByHost":false,"conflict":false,"status":"NO_MANIFEST_FAMILY","owner":null,"note":null},"assessedAt":"2026-10-10T21:27:07.313Z","report":"data/skill-quality/reports/alert-fatigue-reducer.json"},"manifestStatus":"legacy","manifestLegacy":{"markedAt":"2026-09-03T22:28:37.779Z","by":"fable-5.1-hygiene","standard":"AETERNA_SKILL_MANIFEST_V1","note":"registered before the aeterna.skill.yaml standard (2026-09-04); graded without manifest penalty; add a manifest to graduate"},"lifecycle":{"projection":"v2","state":"canary","reason":"executable, selfTest passed; trusted requires >=2 successful skill applications from two independent families within 7 days","evidence":{"applicationRuns":10,"successfulApplications":10,"validatedApplications":0,"independentFamilies":2,"realRunsRecent":0,"lastRun":"2026-10-02T00:46:10.974Z","otherUsers":0,"ageDays":58,"protected":false},"dimensions":{"qualityStage":"canary_approved","executionPermission":"canary-run-allowed","usageReviewFlag":null,"learningStage":"applied-unverified"},"assessedAt":"2026-10-10T21:27:07.314Z","by":"aeterna-skill-quality-lifecycle","policy":{"trustedMinRuns":2,"trustedWindowDays":7,"archiveAfterDays":30}},"lifecycleHistory":[{"at":"2026-09-04T01:37:08.435Z","from":null,"to":"trusted","reason":"1110 successful skill applications in the last 7 d from 3 independent external family/families"},{"at":"2026-09-30T22:52:06.522Z","from":"trusted","to":"canary","reason":"executable, selfTest passed; trusted requires >=2 successful skill applications from two independent families within 7 days"},{"at":"2026-10-02T02:17:06.575Z","from":"canary","to":"trusted","reason":"372 successful skill applications in the last 7 d from 3 independent external family/families"},{"at":"2026-10-09T01:32:07.283Z","from":"trusted","to":"canary","reason":"executable, selfTest passed; trusted requires >=2 successful skill applications from two independent families within 7 days"}]},{"id":"alert-flap-scorer","title":"Alert Flap Scorer","description":"Alert Flap Scorer — Scores alert instability from state transition timestamps and suppression windows. Self-tested executable skill (category monitoring) generated and validated by the AETERNA World Development Governor; run it via POST /api/v1/skills/alert-flap-scorer/run.","code":"'use strict';\n\nfunction isArray(value) {\n return Object.prototype.toString.call(value) === '[object Array]';\n}\n\nfunction isFiniteNumber(value) {\n return typeof value === 'number' && isFinite(value);\n}\n\nfunction parseTime(value) {\n var n;\n if (isFiniteNumber(value)) {\n n = value;\n } else if (typeof value === 'string' && value.length > 0) {\n n = Date.parse(value);\n if (!isFiniteNumber(n)) {\n n = Number(value);\n }\n } else {\n return null;\n }\n if (!isFiniteNumber(n)) {\n return null;\n }\n if (n > 0 && n < 100000000000) {\n n = n * 1000;\n }\n return n;\n}\n\nfunction getConfig(input) {\n var cfg = input && typeof input === 'object' && !isArray(input) ? input.config : null;\n if (!cfg || typeof cfg !== 'object' || isArray(cfg)) {\n cfg = {};\n }\n return {\n rapidMinutes: isFiniteNumber(cfg.rapidMinutes) && cfg.rapidMinutes > 0 ? cfg.rapidMinutes : 10,\n analysisHours: isFiniteNumber(cfg.analysisHours) && cfg.analysisHours > 0 ? cfg.analysisHours : 24,\n suppressionPenalty: isFiniteNumber(cfg.suppressionPenalty) && cfg.suppressionPenalty >= 0 ? cfg.suppressionPenalty : 0.15\n };\n}\n\nfunction normalizeTransitions(records) {\n var out = [];\n var i;\n var item;\n var ts;\n var state;\n for (i = 0; i < records.length; i += 1) {\n item = records[i];\n state = null;\n if (isFiniteNumber(item) || typeof item === 'string') {\n ts = parseTime(item);\n } else if (item && typeof item === 'object') {\n ts = parseTime(item.timestamp);\n if (ts === null) {\n ts = parseTime(item.time);\n }\n if (ts === null) {\n ts = parseTime(item.ts);\n }\n if (item.state !== undefined && item.state !== null) {\n state = String(item.state);\n } else if (item.status !== undefined && item.status !== null) {\n state = String(item.status);\n }\n } else {\n return { ok: false, error: 'transitions must contain timestamps or objects with timestamp and optional state' };\n }\n if (ts === null) {\n return { ok: false, error: 'transitions must contain valid timestamp, time, or ts values' };\n }\n out.push({ timestamp: ts, state: state });\n }\n out.sort(function (a, b) { return a.timestamp - b.timestamp; });\n return { ok: true, value: out };\n}\n\nfunction normalizeWindows(windows) {\n var out = [];\n var i;\n var w;\n var start;\n var end;\n if (windows === undefined || windows === null) {\n return { ok: true, value: out };\n }\n if (!isArray(windows)) {\n return { ok: false, error: 'suppressionWindows must be an array of { start, end } windows' };\n }\n for (i = 0; i < windows.length; i += 1) {\n w = windows[i];\n if (!w || typeof w !== 'object') {\n return { ok: false, error: 'suppressionWindows must contain objects with start and end' };\n }\n start = parseTime(w.start);\n end = parseTime(w.end);\n if (start === null || end === null || end < start) {\n return { ok: false, error: 'suppressionWindows entries need valid start and end timestamps' };\n }\n out.push({ start: start, end: end });\n }\n return { ok: true, value: out };\n}\n\nfunction inWindow(ts, windows) {\n var i;\n for (i = 0; i < windows.length; i += 1) {\n if (ts >= windows[i].start && ts <= windows[i].end) {\n return true;\n }\n }\n return false;\n}\n\nfunction execute(input) {\n var source = input;\n var records;\n var windows;\n var cfg;\n var norm;\n var winNorm;\n var transitions;\n var active = [];\n var suppressed = 0;\n var i;\n var gap;\n var rapid = 0;\n var oscillations = 0;\n var durationHours;\n var rate;\n var score;\n var severity;\n if (source && typeof source === 'object' && !isArray(source)) {\n records = source.transitions || source.records || source.events;\n if (records === undefined) {\n records = source.input;\n }\n windows = source.suppressionWindows || source.suppressions;\n } else {\n records = source;\n windows = null;\n }\n if (!isArray(records)) {\n return { ok: false, error: 'expected transitions, records, events, or input as an array of timestamps or transition objects' };\n }\n cfg = getConfig(source);\n norm = normalizeTransitions(records);\n if (!norm.ok) {\n return norm;\n }\n winNorm = normalizeWindows(windows);\n if (!winNorm.ok) {\n return winNorm;\n }\n transitions = norm.value;\n for (i = 0; i < transitions.length; i += 1) {\n if (inWindow(transitions[i].timestamp, winNorm.value)) {\n suppressed += 1;\n } else {\n active.push(transitions[i]);\n }\n }\n if (active.length === 0) {\n return { ok: true, result: { score: 0, severity: 'stable', transitions: 0, suppressedTransitions: suppressed, rapidTransitions: 0, oscillations: 0, windowHours: 0 } };\n }\n for (i = 1; i < active.length; i += 1) {\n gap = active[i].timestamp - active[i - 1].timestamp;\n if (gap <= cfg.rapidMinutes * 60000) {\n rapid += 1;\n }\n if (active[i].state !== null && active[i - 1].state !== null && active[i].state !== active[i - 1].state) {\n oscillations += 1;\n }\n }\n durationHours = (active[active.length - 1].timestamp - active[0].timestamp) / 3600000;\n if (durationHours <= 0) {\n durationHours = cfg.analysisHours;\n }\n if (durationHours > cfg.analysisHours) {\n durationHours = cfg.analysisHours;\n }\n rate = active.length / durationHours;\n score = rate * 12 + rapid * 10 + oscillations * 6 + suppressed * cfg.suppressionPenalty;\n if (score > 100) {\n score = 100;\n }\n score = Math.round(score);\n severity = score >= 70 ? 'critical' : score >= 40 ? 'high' : score >= 15 ? 'moderate' : 'stable';\n return { ok: true, result: { score: score, severity: severity, transitions: active.length, suppressedTransitions: suppressed, rapidTransitions: rapid, oscillations: oscillations, windowHours: Math.round(durationHours * 100) / 100 } };\n}\n\nfunction selfTest() {\n var a = execute({ transitions: [\n { timestamp: '2026-08-13T00:00:00Z', state: 'firing' },\n { timestamp: '2026-08-13T00:04:00Z', state: 'resolved' },\n { timestamp: '2026-08-13T00:08:00Z', state: 'firing' },\n { timestamp: '2026-08-13T00:30:00Z', state: 'resolved' }\n ] });\n var b = execute({ transitions: [\n { timestamp: '2026-08-13T00:00:00Z', state: 'firing' },\n { timestamp: '2026-08-13T00:02:00Z', state: 'resolved' },\n { timestamp: '2026-08-13T01:00:00Z', state: 'firing' }\n ], suppressionWindows: [{ start: '2026-08-13T00:00:00Z', end: '2026-08-13T00:05:00Z' }] });\n var c = execute({ transitions: [] });\n var d = execute({ input: null });\n if (!a.ok || a.result.score < 70 || a.result.rapidTransitions !== 2 || a.result.oscillations !== 3) {\n return { pass: false, details: 'rapid oscillating transitions were not scored as critical instability' };\n }\n if (!b.ok || b.result.transitions !== 1 || b.result.suppressedTransitions !== 2 || b.result.score < 1) {\n return { pass: false, details: 'suppression windows did not remove covered transitions from active scoring' };\n }\n if (!c.ok || c.result.score !== 0 || c.result.severity !== 'stable') {\n return { pass: false, details: 'empty transition boundary did not return stable zero score' };\n }\n if (d.ok || d.error.indexOf('transitions') < 0) {\n return { pass: false, details: 'bad input did not name expected transition fields' };\n }\n return { pass: true, details: 'verified rapid flapping score, suppression handling, empty boundary, and invalid input validation' };\n}\n\nmodule.exports = { name: \"alert-flap-scorer\", category: \"monitoring\", description: \"Scores alert instability from transition timestamps and suppression windows.\", execute: execute, selfTest: selfTest };","type":"code","risk":"low","createdBy":"aeterna-world-governor","requires":[],"evidence":["generated by glm-5.2 via model-router","node --check passed","vm sandbox selfTest passed: verified rapid flapping score, suppression handling, empty boundary, and invalid input validation"],"createdAt":"2026-08-13T19:14:38.781Z","users":[],"rating":0,"reviews":[],"runs":1671,"lastRun":"2026-10-07T05:59:47.074Z","runOkRate":0,"quality":{"grade":"A","score":100,"kind":"executable","deployable":true,"status":"canary_approved","selfTest":{"contract":"aeterna-self-test-contract/v2","status":"PASS","reason":"DECLARED_SELF_TEST_PASSED","schema":"pass-v1","schemaSource":"payload-key-inference","execution":{"completed":true,"exitCode":0,"signal":null,"timedOut":false,"durationMs":267,"error":null,"stage":"runtime"},"payloadPreview":"{\"pass\":true,\"details\":\"verified rapid flapping score, suppression handling, empty boundary, and invalid input validation\"}"},"findings":[],"evidence":["static safety gate passed","selfTest passed (pass-v1) in <=2000ms guarded worker"],"manifest":"legacy","familyPolicy":{"manifestFamilies":null,"executingFamily":"nyx","enforcedByHost":false,"conflict":false,"status":"NO_MANIFEST_FAMILY","owner":null,"note":null},"assessedAt":"2026-10-10T21:27:07.595Z","report":"data/skill-quality/reports/alert-flap-scorer.json"},"manifestStatus":"legacy","manifestLegacy":{"markedAt":"2026-09-03T22:28:37.780Z","by":"fable-5.1-hygiene","standard":"AETERNA_SKILL_MANIFEST_V1","note":"registered before the aeterna.skill.yaml standard (2026-09-04); graded without manifest penalty; add a manifest to graduate"},"lifecycle":{"projection":"v2","state":"trusted","reason":"7 successful skill applications in the last 7 d from 2 independent external family/families","evidence":{"applicationRuns":7,"successfulApplications":7,"validatedApplications":0,"independentFamilies":2,"realRunsRecent":7,"lastRun":"2026-10-07T05:59:47.072Z","otherUsers":0,"ageDays":58,"protected":false},"dimensions":{"qualityStage":"canary_approved","executionPermission":"canary-run-allowed","usageReviewFlag":null,"learningStage":"applied-unverified"},"assessedAt":"2026-10-10T21:27:07.596Z","by":"aeterna-skill-quality-lifecycle","policy":{"trustedMinRuns":2,"trustedWindowDays":7,"archiveAfterDays":30}},"lifecycleHistory":[{"at":"2026-09-04T01:37:08.481Z","from":null,"to":"trusted","reason":"1115 successful skill applications in the last 7 d from 5 independent external family/families"},{"at":"2026-09-24T08:08:50.580Z","from":"trusted","to":"canary","reason":"executable, selfTest passed; 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