144 lines
5.6 KiB
Go
144 lines
5.6 KiB
Go
package viral
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import (
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"encoding/json"
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"fmt"
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"strings"
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)
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// MissionResearchMap is the structured copy-mission research map (single LLM call).
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type MissionResearchMap struct {
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AudienceSummary string `json:"audienceSummary"`
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ContentGoal string `json:"contentGoal"`
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Questions []string `json:"questions"`
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Pillars []string `json:"pillars"`
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Exclusions []string `json:"exclusions"`
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SuggestedTags []SuggestedTag `json:"suggestedTags"`
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BenchmarkNotes string `json:"benchmarkNotes"`
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}
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func BuildMissionResearchMapSystemPrompt() string {
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return strings.TrimSpace(`你是 Threads 爆款／對標研究顧問。目標：幫創作者找到「近期熱門、高互動、值得仿寫」的話題與搜尋方向。
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規則：
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1. audienceSummary：必填，2～4 句描述「受眾是誰」（年齡／情境／痛點／會在 Threads 搜什麼），不要只寫人設本人
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2. 聚焦「最近會在 Threads 被搜、被討論」的話題，不要寫成學術報告
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3. contentGoal：找到近期互動佳、結構可模仿的爆款貼文
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4. pillars：可模仿方向（語錄型、故事型、清單型等），至少 4 個；**必須是字串陣列**，不要用 {title:...} 物件
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5. questions：受眾會搜的短問題，5+ 個；字串陣列
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6. exclusions：不要模仿的內容，至少 4 個；字串陣列
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7. suggestedTags：6～8 個「像真人會在 Threads 搜尋框打的字」
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- 每個含 tag, reason, searchIntent（痛點|知識|經驗|對比|工具|語錄）, searchType（短詞|情境|語錄）
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- tag 2～10 字，不要標點、不要完整句子、不要像文章標題
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8. benchmarkNotes：怎樣算值得仿的爆款（互動、hook 清楚）
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9. 繁體中文；只回傳 JSON（含 audienceSummary）`)
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}
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func BuildMissionResearchMapUserPrompt(in CopyResearchMapInput) string {
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var b strings.Builder
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b.WriteString("【任務名稱】")
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b.WriteString(strings.TrimSpace(in.Label))
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b.WriteString("\n【種子關鍵字／近期熱詞】")
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b.WriteString(strings.TrimSpace(in.SeedQuery))
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b.WriteString("\n【這次想找什麼】\n")
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b.WriteString(strings.TrimSpace(in.Brief))
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if p := strings.TrimSpace(in.Persona); p != "" {
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b.WriteString("\n【我的人設（仿寫時會套用，地圖請對準受眾與話題，不要只寫我自己）】\n")
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b.WriteString(p)
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}
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if bench := strings.TrimSpace(in.StyleBenchmark); bench != "" {
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b.WriteString("\n【長期對標帳號參考】@")
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b.WriteString(strings.TrimPrefix(bench, "@"))
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b.WriteString("\n")
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}
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if aud := strings.TrimSpace(in.PersonaAudienceSummary); aud != "" {
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b.WriteString("\n【人設層級受眾研究（請延伸為本次任務受眾，勿只複製）】\n")
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b.WriteString(aud)
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if goal := strings.TrimSpace(in.PersonaContentGoal); goal != "" {
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b.WriteString("\n內容目標參考：")
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b.WriteString(goal)
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}
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if len(in.PersonaQuestions) > 0 {
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b.WriteString("\n受眾提問參考：")
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b.WriteString(strings.Join(in.PersonaQuestions, "、"))
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}
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if len(in.PersonaPillars) > 0 {
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b.WriteString("\n內容支柱參考：")
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b.WriteString(strings.Join(in.PersonaPillars, "、"))
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}
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b.WriteString("\n")
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}
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b.WriteString("\n請產出拷貝任務研究地圖 JSON（必填 audienceSummary 與 suggestedTags 陣列）。")
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return b.String()
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}
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func ParseMissionResearchMapOutput(raw string) (MissionResearchMap, error) {
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payload, err := extractCopyMapJSON(raw)
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if err != nil {
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return MissionResearchMap{}, err
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}
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var root map[string]json.RawMessage
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if err := json.Unmarshal(payload, &root); err != nil {
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return MissionResearchMap{}, fmt.Errorf("parse mission research map: %w", err)
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}
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out := MissionResearchMap{
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AudienceSummary: firstJSONString(root, "audienceSummary", "audience_summary"),
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ContentGoal: firstJSONString(root, "contentGoal", "content_goal"),
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BenchmarkNotes: firstJSONString(root, "benchmarkNotes", "benchmark_notes"),
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Questions: parseFlexibleStringList(pickRawMessage(root, "questions")),
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Pillars: parseFlexibleStringList(pickRawMessage(root, "pillars")),
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Exclusions: parseFlexibleStringList(pickRawMessage(root, "exclusions")),
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SuggestedTags: parseFlexibleSuggestedTags(pickRawMessage(root, "suggestedTags", "suggested_tags")),
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}
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if strings.TrimSpace(out.AudienceSummary) == "" {
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return MissionResearchMap{}, fmt.Errorf("mission research map missing audienceSummary")
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}
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if len(out.SuggestedTags) < 4 {
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return MissionResearchMap{}, fmt.Errorf("mission research map needs at least 4 suggested tags")
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}
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return out, nil
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}
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func cleanSuggestedTags(tags []SuggestedTag) []SuggestedTag {
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out := []SuggestedTag{}
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seen := map[string]struct{}{}
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for _, item := range tags {
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tag := strings.TrimSpace(item.Tag)
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if tag == "" {
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continue
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}
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if _, ok := seen[tag]; ok {
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continue
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}
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seen[tag] = struct{}{}
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out = append(out, SuggestedTag{
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Tag: tag,
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Reason: strings.TrimSpace(item.Reason),
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SearchIntent: strings.TrimSpace(item.SearchIntent),
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SearchType: strings.TrimSpace(item.SearchType),
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})
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}
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return out
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}
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func ToEntityMissionResearchMap(m MissionResearchMap) map[string]any {
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tags := make([]map[string]any, 0, len(m.SuggestedTags))
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for _, item := range m.SuggestedTags {
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tags = append(tags, map[string]any{
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"tag": item.Tag,
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"reason": item.Reason,
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"search_intent": item.SearchIntent,
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"search_type": item.SearchType,
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})
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}
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return map[string]any{
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"audience_summary": m.AudienceSummary,
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"content_goal": m.ContentGoal,
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"questions": m.Questions,
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"pillars": m.Pillars,
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"exclusions": m.Exclusions,
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"suggested_tags": tags,
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"benchmark_notes": m.BenchmarkNotes,
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}
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}
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