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feat(keyboard): expand contextual skills and managed flows

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Add local clipboard intent recommendations, webpage and phone actions, and safer host handoffs. Refine managed gateway, catalog refresh, onboarding, and adaptive polish behavior.
This commit is contained in:
Rocky
2026-08-23 14:02:33 +08:00
parent 7df5bbdaa0
commit 2cc81c4628
68 changed files with 10368 additions and 7765 deletions
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OSGKeyboardShared/Services/ClipboardSkillSemanticRanker.swift
+66 -27
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@@ -11,12 +11,14 @@ import Foundation
public enum ClipboardSkillSemanticRanker {
private static let longTextCharacterThreshold = 360
private static let languageConfidenceThreshold = 0.75
private static let maximumReplyRecommendations = 2
public static func ranked(
skills: [AIClipboardSkill],
sourceText: String,
analysis: ClipboardSemanticAnalysis,
uiLanguage: AppUILanguage
uiLanguage _: AppUILanguage,
preferredLanguages: [String] = Locale.preferredLanguages
) -> [AIClipboardSkill] {
guard skills.count > 1 else { return skills }
return sorted(
@@ -24,7 +26,7 @@ public enum ClipboardSkillSemanticRanker {
scores: relevanceScores(
sourceText: sourceText,
analysis: analysis,
uiLanguage: uiLanguage
preferredLanguages: preferredLanguages
)
)
}
@@ -35,32 +37,59 @@ public enum ClipboardSkillSemanticRanker {
skills: [AIClipboardSkill],
sourceText: String,
analysis: ClipboardSemanticAnalysis,
uiLanguage: AppUILanguage,
limit: Int
uiLanguage _: AppUILanguage,
limit: Int,
preferredLanguages: [String] = Locale.preferredLanguages
) -> [AIClipboardSkill] {
guard limit > 0 else { return [] }
let scores = relevanceScores(
sourceText: sourceText,
analysis: analysis,
uiLanguage: uiLanguage
preferredLanguages: preferredLanguages
)
let relevant = skills.filter { scores[$0.id, default: 0] > 0 }
return Array(sorted(relevant, scores: scores).prefix(limit))
var selected: [AIClipboardSkill] = []
var replyCount = 0
for skill in sorted(relevant, scores: scores) {
guard selected.count < limit else { break }
if skill.supportsReplyStyle {
guard replyCount < maximumReplyRecommendations else { continue }
replyCount += 1
}
selected.append(skill)
}
return selected
}
private static func relevanceScores(
sourceText: String,
analysis: ClipboardSemanticAnalysis,
uiLanguage: AppUILanguage
preferredLanguages: [String]
) -> [String: Int] {
var scores: [String: Int] = [:]
func boost(_ id: String, _ value: Int) {
scores[id, default: 0] += value
}
if isLanguageMismatch(analysis.language, uiLanguage: uiLanguage) {
if let webURL = analysis.singleWebURL {
boost(AIClipboardSkillCatalog.openLinkID, 320)
if webURL.scheme?.lowercased() == "https" {
boost(AIClipboardSkillCatalog.summarizeWebPageID, 310)
}
return scores
}
if analysis.singlePhoneNumber != nil {
boost(AIClipboardSkillCatalog.callPhoneID, 320)
boost(AIClipboardSkillCatalog.createContactID, 310)
return scores
}
if isLanguageMismatch(
analysis.language,
preferredLanguages: preferredLanguages
) {
boost(AIClipboardSkillCatalog.translateID, 230)
boost(AIClipboardSkillCatalog.replyInSourceLanguageID, 220)
}
if analysis.hasAddress {
@@ -89,16 +118,16 @@ public enum ClipboardSkillSemanticRanker {
boost(AIClipboardSkillCatalog.clarifyRequestID, 110)
}
// Complaint remains advisory because its model has not passed the
// automatic-routing release gate. Ranking a chip is reversible and
// user-initiated, but it still receives less weight than approved labels.
// A threshold-crossing complaint can still be used as advisory evidence
// if a future model loses automatic-routing approval. Ranking a chip is
// reversible and remains user-initiated.
if isAdvisoryComplaint(analysis.complaint) {
boost(AIClipboardSkillCatalog.empathyReplyID, 105)
boost(AIClipboardSkillCatalog.askForDetailsID, 90)
boost(AIClipboardSkillCatalog.clarifyRequestID, 90)
boost(AIClipboardSkillCatalog.replyID, 55)
} else if analysis.sentiment == .negative, analysis.question.isDetected {
boost(AIClipboardSkillCatalog.empathyReplyID, 85)
boost(AIClipboardSkillCatalog.askForDetailsID, 65)
boost(AIClipboardSkillCatalog.clarifyRequestID, 65)
}
if analysis.hasOrganizationName,
@@ -115,10 +144,24 @@ public enum ClipboardSkillSemanticRanker {
}
if sourceText.count >= longTextCharacterThreshold {
boost(AIClipboardSkillCatalog.summarizeID, 135)
boost(AIClipboardSkillCatalog.extractConclusionsID, 125)
boost(AIClipboardSkillCatalog.summarizeID, 145)
boost(AIClipboardSkillCatalog.saveToNotesID, 85)
}
let hasSpecializedReplyIntent = analysis.task.isDetected
|| analysis.question.isDetected
|| analysis.invitation.isDetected
|| isAdvisoryComplaint(analysis.complaint)
if analysis.replyableMessage.isDetected,
!hasSpecializedReplyIntent,
sourceText.count < longTextCharacterThreshold,
!isListLike(sourceText) {
boost(AIClipboardSkillCatalog.replyID, 160)
if analysis.sentiment != .negative,
!isAdvisoryComplaint(analysis.complaint) {
boost(AIClipboardSkillCatalog.playfulReplyID, 145)
}
}
if analysis.sentiment == .positive {
boost(AIClipboardSkillCatalog.replyID, 45)
}
@@ -144,21 +187,17 @@ public enum ClipboardSkillSemanticRanker {
private static func isLanguageMismatch(
_ language: ClipboardLanguageLabel?,
uiLanguage: AppUILanguage
preferredLanguages: [String]
) -> Bool {
guard let language, language.confidence >= languageConfidenceThreshold else {
return false
}
return languageFamily(language.identifier)
!= languageFamily(uiLanguage.resolvedLanguageCode())
}
private static func languageFamily(_ identifier: String) -> String {
let normalized = identifier.lowercased()
if normalized.hasPrefix("zh") || normalized.hasPrefix("yue") {
return "zh"
}
return normalized.split(separator: "-").first.map(String.init) ?? normalized
return !SystemLanguageResolver.isSameLanguage(
sourceIdentifier: language.identifier,
targetIdentifier: SystemLanguageResolver.primaryIdentifier(
preferredLanguages: preferredLanguages
)
)
}
private static func isAdvisoryComplaint(_ label: ClipboardIntentLabel) -> Bool {