Files
smartmate/backend/newAgent/prompt/base.go
Losita b1eb6bedf9 Version: 0.9.1.dev.260406
后端:
  1.新建conv/schedule_persist.go:ScheduleState Diff 持久化,事务内逐变更写库,支持 place/move/unplace 三种操作(当前
  event source)
  2.新建conv/schedule_provider.go:ScheduleState 加载适配,从 DB 合并 existing events + pending task items
  3.新建dao/agent_state_store_adapter.go:Redis 状态快照存取适配,实现 AgentStateStore 接口
  4.新建service/agentsvc/agent_newagent.go:newAgent service 集成层,串联 LLM
  客户端、ScheduleProvider、SchedulePersistor 和 ChunkEmitter
  5.更新node/execute.go:接入 SchedulePersistor(写操作确认后持久化)、完善 confirm resume 路径(PendingConfirmTool
  恢复分支)、correction 机制增加连续失败计数上限
  6.更新api/agent.go + cmd/start.go:接入 newAgent service,完成 API 层路由注册
  7.新建node/execute_confirm_flow_test.go + llm_tool_orchestration_test.go:确认回路 7 个测试 + 端到端排课 5
  个测试全部通过
  8.新建newAgent/ARCHITECTURE.md + ROADMAP.md:全链路架构文档和缺口分析
  9.代码审查整理:提取 prompt/base.go(通用 buildStageMessages 等5个辅助)、tools/args.go(参数解析辅助);write_tools
  尾部辅助移入 write_helpers;修复 queryRangeSpecific sb.Reset() 逻辑缺陷和 Unplace guest Duration
  未恢复;ScheduleStateProvider/SchedulePersistor 归入 state_store.go;emitter 内部 Build*Text 函数降级为私有
前端:无
仓库:无
2026-04-06 15:33:34 +08:00

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package newagentprompt
import (
"fmt"
"strings"
newagentmodel "github.com/LoveLosita/smartflow/backend/newAgent/model"
"github.com/cloudwego/eino/schema"
)
// buildStageMessages 组装某个阶段通用的 messages。
//
// 步骤说明:
// 1. 先合并 context 自带 system prompt 与阶段 prompt保证通用约束和阶段约束都生效
// 2. 再把置顶上下文块和工具摘要补成 system message尽量顶在 history 前面;
// 3. 最后追加历史消息与本轮 user prompt保持"新约束在前、历史在后"的稳定顺序。
func buildStageMessages(stageSystemPrompt string, ctx *newagentmodel.ConversationContext, runtimeUserPrompt string) []*schema.Message {
messages := make([]*schema.Message, 0, 4)
mergedSystemPrompt := mergeSystemPrompts(ctx, stageSystemPrompt)
if mergedSystemPrompt != "" {
messages = append(messages, schema.SystemMessage(mergedSystemPrompt))
}
if pinnedText := renderPinnedBlocks(ctx); pinnedText != "" {
messages = append(messages, schema.SystemMessage(pinnedText))
}
if toolText := renderToolSchemas(ctx); toolText != "" {
messages = append(messages, schema.SystemMessage(toolText))
}
if ctx != nil {
history := ctx.HistorySnapshot()
if len(history) > 0 {
// 兼容旧快照:裸 Tool 消息(无 ToolCallID违反 OpenAI 兼容 API 格式约束,
// 会触发 API 拒绝请求导致连接断开。
// 这里将裸 Tool 消息降级为 User 消息,保证向后兼容。
for i, msg := range history {
if msg.Role == schema.Tool && msg.ToolCallID == "" {
history[i] = &schema.Message{
Role: schema.User,
Content: fmt.Sprintf("[工具执行结果]\n%s", msg.Content),
}
}
}
messages = append(messages, history...)
}
}
runtimeUserPrompt = strings.TrimSpace(runtimeUserPrompt)
if runtimeUserPrompt != "" {
messages = append(messages, schema.UserMessage(runtimeUserPrompt))
}
return messages
}
// renderStateSummary 把当前流程状态渲染成简洁文本。
func renderStateSummary(state *newagentmodel.CommonState) string {
if state == nil {
return "当前状态state 缺失,请先做兜底处理。"
}
var sb strings.Builder
current, total := state.PlanProgress()
sb.WriteString(fmt.Sprintf("当前阶段:%s\n", state.Phase))
sb.WriteString(fmt.Sprintf("当前轮次:%d/%d\n", state.RoundUsed, state.MaxRounds))
if !state.HasPlan() {
sb.WriteString("当前完整 plan暂无。\n")
return sb.String()
}
sb.WriteString("当前完整 plan\n")
for i, step := range state.PlanSteps {
sb.WriteString(fmt.Sprintf("%d. %s\n", i+1, strings.TrimSpace(step.Content)))
if strings.TrimSpace(step.DoneWhen) != "" {
sb.WriteString(fmt.Sprintf(" 完成判定:%s\n", strings.TrimSpace(step.DoneWhen)))
}
}
if step, ok := state.CurrentPlanStep(); ok {
sb.WriteString(fmt.Sprintf("当前步骤进度:%d/%d\n", current, total))
sb.WriteString("当前步骤内容:\n")
sb.WriteString(strings.TrimSpace(step.Content))
sb.WriteString("\n")
if strings.TrimSpace(step.DoneWhen) != "" {
sb.WriteString("当前步骤完成判定:\n")
sb.WriteString(strings.TrimSpace(step.DoneWhen))
sb.WriteString("\n")
}
} else {
sb.WriteString("当前步骤进度:暂时无有效当前步骤。\n")
}
return sb.String()
}
// renderPinnedBlocks 把 ConversationContext 中的置顶块渲染成独立的 system 文本。
func renderPinnedBlocks(ctx *newagentmodel.ConversationContext) string {
if ctx == nil {
return ""
}
blocks := ctx.PinnedBlocksSnapshot()
if len(blocks) == 0 {
return ""
}
var sb strings.Builder
sb.WriteString("以下是后端置顶注入的上下文,请优先遵守:\n")
for _, block := range blocks {
title := strings.TrimSpace(block.Title)
if title == "" {
title = strings.TrimSpace(block.Key)
}
if title != "" {
sb.WriteString("【")
sb.WriteString(title)
sb.WriteString("】\n")
}
sb.WriteString(strings.TrimSpace(block.Content))
sb.WriteString("\n")
}
return strings.TrimSpace(sb.String())
}
// renderToolSchemas 把工具摘要渲染成独立文本块。
func renderToolSchemas(ctx *newagentmodel.ConversationContext) string {
if ctx == nil {
return ""
}
schemas := ctx.ToolSchemasSnapshot()
if len(schemas) == 0 {
return ""
}
var sb strings.Builder
sb.WriteString("以下是当前可用工具摘要,仅供你在规划时参考能力边界:\n")
for _, item := range schemas {
name := strings.TrimSpace(item.Name)
desc := strings.TrimSpace(item.Desc)
schemaText := strings.TrimSpace(item.SchemaText)
if name != "" {
sb.WriteString("- 工具名:")
sb.WriteString(name)
sb.WriteString("\n")
}
if desc != "" {
sb.WriteString(" 说明:")
sb.WriteString(desc)
sb.WriteString("\n")
}
if schemaText != "" {
sb.WriteString(" 参数摘要:")
sb.WriteString(schemaText)
sb.WriteString("\n")
}
}
return strings.TrimSpace(sb.String())
}
func mergeSystemPrompts(ctx *newagentmodel.ConversationContext, stageSystemPrompt string) string {
base := ""
if ctx != nil {
base = strings.TrimSpace(ctx.SystemPrompt)
}
stageSystemPrompt = strings.TrimSpace(stageSystemPrompt)
switch {
case base == "" && stageSystemPrompt == "":
return ""
case base == "":
return stageSystemPrompt
case stageSystemPrompt == "":
return base
default:
return base + "\n\n" + stageSystemPrompt
}
}