66c06eed0a
后端： 1. execute 主链路重构为“上下文工具域 + 主动优化候选闭环”——移除 order_guard，粗排后默认进入主动微调，先诊断再从后端候选中选择 move/swap，避免 LLM 自由全局乱搜 2. 工具体系升级为动态注入协议——新增 context_tools_add / remove、工具域与二级包映射、主动优化白名单；schedule / taskclass / web 工具按域按包暴露，msg0 规则包与 execute 上下文同步重写 3. analyze_health 升级为主动优化唯一裁判入口——补齐 rhythm / tightness / profile / feasibility 指标、候选扫描与复诊打分、停滞信号、forced imperfection 判定，并把连续优化状态写回运行态 4. 任务类能力并入新 Agent 执行链——新增 upsert_task_class 写工具与启动注入事务写入；任务类模型补充学科画像与整天屏蔽配置，粗排支持 excluded_days_of_week，steady 策略改为基于目标位置/单日负载/分散度/缓冲的候选打分 5. 运行态与路由补齐优化模式语义——新增 active tool domain/packs、pending context hook、active optimize only、taskclass 写入回盘快照；区分 first_full / global_reopt / local_adjust，并完善首次粗排后默认 refine 的判定 前端： 6. 助手时间线渲染细化——推理内容改为独立 reasoning block，支持与工具/状态/正文按时序交错展示，自动收口折叠，修正 confirm reject 恢复动作 仓库： 7. newAgent 文档整体迁入 docs/backend，补充主动优化执行规划与顺序约束拆解文档，删除旧调试日志文件 PS:这次科研了2天，总算是有些进展了——LLM永远只适合做选择题、判断题，不适合做开放创新题。
107 lines
3.7 KiB
Go
107 lines
3.7 KiB
Go
package newagentprompt
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import (
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"fmt"
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"strings"
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)
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// summarizeExecuteAnalyzeHealthObservationV2 把 analyze_health 结果压成更短的单行摘要。
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//
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// 职责边界：
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// 1. 只保留 execute 下一步真正需要消费的裁决字段，不重复展开整份 metrics。
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// 2. 若存在候选，会优先展示“候选数量 + 前两个候选工具”，帮助模型迅速进入选择题。
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// 3. 这里只做摘要，不负责改变决策含义；真实判定仍以 analyze_health 原始 JSON 为准。
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func summarizeExecuteAnalyzeHealthObservationV2(payload map[string]any) string {
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decision, _ := payload["decision"].(map[string]any)
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metrics, _ := payload["metrics"].(map[string]any)
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rhythmMetrics, _ := metrics["rhythm"].(map[string]any)
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tightnessMetrics, _ := metrics["tightness"].(map[string]any)
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candidates, _ := decision["candidates"].([]any)
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parts := make([]string, 0, 7)
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if text := compactHealthAny(decision["should_continue_optimize"]); text != "" {
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parts = append(parts, "continue="+text)
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}
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if text := strings.TrimSpace(asExecuteString(decision["recommended_operation"])); text != "" {
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parts = append(parts, "recommended="+text)
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}
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if text := strings.TrimSpace(asExecuteString(tightnessMetrics["tightness_level"])); text != "" {
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parts = append(parts, "tightness="+text)
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}
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if text := buildBlockBalanceSummary(rhythmMetrics); text != "" {
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parts = append(parts, text)
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}
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if text := compactHealthAny(decision["is_forced_imperfection"]); text != "" {
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parts = append(parts, "forced="+text)
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}
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if len(candidates) > 0 {
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parts = append(parts, fmt.Sprintf("candidates=%d", len(candidates)))
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if preview := compactHealthCandidatePreview(candidates); preview != "" {
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parts = append(parts, "options="+preview)
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}
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}
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if text := strings.TrimSpace(asExecuteString(decision["primary_problem"])); text != "" {
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parts = append(parts, "problem="+compactExecuteText(text, 36))
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}
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if len(parts) == 0 {
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return "返回了健康裁决结果。"
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}
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return strings.Join(parts, " | ")
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}
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// buildBlockBalanceSummary 把 block_balance 连同正负来源一起压成单段摘要。
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//
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// 职责边界：
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// 1. 这里只做 execute 摘要层的可读性补充，避免 LLM 只看到 balance=0 却看不到来源。
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// 2. 不改变 analyze_health 原始 JSON 结构；原始结构仍由 metrics.rhythm 提供完整字段。
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// 3. 若三个字段都缺失，则直接留空，避免构造误导性的默认值。
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func buildBlockBalanceSummary(rhythmMetrics map[string]any) string {
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if len(rhythmMetrics) == 0 {
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return ""
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}
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blockBalance := compactHealthAny(rhythmMetrics["block_balance"])
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fragmentedCount := compactHealthAny(rhythmMetrics["fragmented_count"])
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compressedCount := compactHealthAny(rhythmMetrics["compressed_run_count"])
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if blockBalance == "" && fragmentedCount == "" && compressedCount == "" {
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return ""
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}
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return fmt.Sprintf(
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"block_balance=%s(fragmented=%s,compressed=%s)",
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fallbackExecuteText(blockBalance, "?"),
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fallbackExecuteText(fragmentedCount, "?"),
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fallbackExecuteText(compressedCount, "?"),
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)
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}
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func compactHealthCandidatePreview(candidates []any) string {
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if len(candidates) == 0 {
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return ""
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}
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preview := make([]string, 0, 2)
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for _, raw := range candidates {
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item, _ := raw.(map[string]any)
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if len(item) == 0 {
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continue
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}
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id := strings.TrimSpace(asExecuteString(item["candidate_id"]))
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tool := strings.TrimSpace(asExecuteString(item["tool"]))
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if id == "" && tool == "" {
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continue
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}
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switch {
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case id != "" && tool != "":
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preview = append(preview, id+":"+tool)
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case id != "":
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preview = append(preview, id)
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default:
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preview = append(preview, tool)
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}
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if len(preview) >= 2 {
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break
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}
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}
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return strings.Join(preview, ",")
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}
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