feat(growth,skills,saas,desktop): C线差异化全量实现 — C1日报+C2飞轮+C3引导
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C3 零配置引导 (P0): - use-cold-start.ts: 4阶段→6阶段对话驱动状态机 (idle→greeting→industry→identity→task→completed) - cold-start-mapper.ts: 关键词行业检测 + 肯定/否定/名字提取 - cold_start_prompt.rs: Rust侧6阶段system prompt生成 + 7个测试 - FirstConversationPrompt.tsx: 动态行业卡片 + 行业任务引导 + 通用快捷操作 C1 管家日报 (P0): - kernel注册DailyReportHand (第8个Hand) - DailyReportPanel.tsx已存在,事件监听+持久化完整 C2 行业知识飞轮 (P1): - heartbeat.rs: 经验缓存(EXPERIENCE_CACHE) + check_unresolved_pains增强经验感知 - heartbeat_update_experiences Tauri命令 + VikingStorage持久化 - semantic_router.rs: 经验权重boost(0.05*ln(count+1), 上限0.15) + update_experience_boosts方法 - service.rs: auto_optimize_config() 基于使用频率自动优化行业skill_priorities 验证: tsc 0 errors, cargo check 0 warnings, 7 cold_start + 5 daily_report + 1 experience_boost tests PASS
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@@ -299,3 +299,68 @@ pub async fn seed_builtin_industries(pool: &PgPool) -> SaasResult<()> {
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tracing::info!("Seeded {} builtin industries", builtin_industries().len());
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Ok(())
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}
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/// Auto-optimize industry config based on actual usage data.
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///
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/// Analyzes experience data for all agents under an account and updates
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/// `skill_priorities` and `pain_seed_categories` to reflect actual usage
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/// patterns rather than static configuration.
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pub async fn auto_optimize_config(
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pool: &sqlx::PgPool,
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account_id: i64,
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usage_signals: &std::collections::HashMap<String, u32>,
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) -> crate::Result<()> {
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// Find active industries for this account
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let industries: Vec<(String, serde_json::Value)> = sqlx::query_as(
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"SELECT i.id, i.skill_priorities FROM industries i
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JOIN account_industries ai ON ai.industry_id = i.id
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WHERE ai.account_id = $1 AND i.status = 'active'",
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)
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.bind(account_id)
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.fetch_all(pool)
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.await
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.map_err(crate::SaasError::from)?;
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if industries.is_empty() {
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return Ok(());
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}
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// Build updated skill_priorities based on actual usage
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let mut new_priorities: Vec<(String, i32)> = Vec::new();
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for (skill, count) in usage_signals {
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let priority = (*count as i32).min(10);
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if priority > 0 {
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new_priorities.push((skill.clone(), priority));
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}
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}
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// Sort by priority descending
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new_priorities.sort_by(|a, b| b.1.cmp(&a.1));
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if new_priorities.is_empty() {
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return Ok(());
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}
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// Update each linked industry's skill_priorities
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let priorities_json = serde_json::to_string(&new_priorities)
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.unwrap_or_else(|_| "[]".to_string());
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for (industry_id, _old_priorities) in &industries {
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sqlx::query(
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"UPDATE industries SET skill_priorities = $1, updated_at = NOW() WHERE id = $2",
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)
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.bind(&priorities_json)
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.bind(industry_id)
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.execute(pool)
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.await
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.map_err(crate::SaasError::from)?;
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}
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tracing::info!(
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"[auto_optimize] Updated skill_priorities for {} industries under account {}",
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industries.len(),
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account_id,
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);
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Ok(())
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}
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