picoclaw/pkg/agent/prompt_turn.go

package agent

import (
	"fmt"
	"strings"

	"github.com/sipeed/picoclaw/pkg/providers"
)

func promptBuildRequestForTurn(
	ts *turnState,
	history []providers.Message,
	summary string,
	currentMessage string,
	media []string,
) PromptBuildRequest {
	return PromptBuildRequest{
		History:           history,
		Summary:           summary,
		CurrentMessage:    currentMessage,
		Media:             append([]string(nil), media...),
		Channel:           ts.channel,
		ChatID:            ts.chatID,
		SenderID:          ts.opts.Dispatch.SenderID(),
		SenderDisplayName: ts.opts.SenderDisplayName,
		ActiveSkills:      activeSkillNames(ts.agent, ts.opts),
		Overlays:          promptOverlaysForOptions(ts.opts),
	}
}

func promptOverlaysForOptions(opts processOptions) []PromptPart {
	systemPrompt := strings.TrimSpace(opts.SystemPromptOverride)
	if systemPrompt == "" {
		return nil
	}

	return []PromptPart{
		{
			ID:      "instruction.subturn_profile",
			Layer:   PromptLayerInstruction,
			Slot:    PromptSlotWorkspace,
			Source:  PromptSource{ID: PromptSourceSubTurnProfile, Name: "subturn.profile"},
			Title:   "SubTurn System Instructions",
			Content: systemPrompt,
			Stable:  false,
			Cache:   PromptCacheNone,
		},
	}
}

func promptContentBlock(part PromptPart, cache *providers.CacheControl) providers.ContentBlock {
	if cache == nil {
		cache = cacheControlForPromptPart(part)
	}
	return providers.ContentBlock{
		Type:         "text",
		Text:         part.Content,
		CacheControl: cache,
		PromptLayer:  string(part.Layer),
		PromptSlot:   string(part.Slot),
		PromptSource: string(part.Source.ID),
	}
}

func cacheControlForPromptPart(part PromptPart) *providers.CacheControl {
	switch part.Cache {
	case PromptCacheEphemeral:
		return &providers.CacheControl{Type: "ephemeral"}
	default:
		return nil
	}
}

func promptMessageWithMetadata(
	msg providers.Message,
	layer PromptLayer,
	slot PromptSlot,
	source PromptSourceID,
) providers.Message {
	msg.PromptLayer = string(layer)
	msg.PromptSlot = string(slot)
	msg.PromptSource = string(source)
	return msg
}

func promptMessageWithDefaultMetadata(
	msg providers.Message,
	layer PromptLayer,
	slot PromptSlot,
	source PromptSourceID,
) providers.Message {
	if strings.TrimSpace(msg.PromptSource) != "" {
		return msg
	}
	return promptMessageWithMetadata(msg, layer, slot, source)
}

func userPromptMessage(content string, media []string) providers.Message {
	msg := providers.Message{
		Role:    "user",
		Content: content,
	}
	if len(media) > 0 {
		msg.Media = append([]string(nil), media...)
	}
	return promptMessageWithMetadata(msg, PromptLayerTurn, PromptSlotMessage, PromptSourceUserMessage)
}

func steeringPromptMessage(msg providers.Message) providers.Message {
	return promptMessageWithDefaultMetadata(msg, PromptLayerTurn, PromptSlotSteering, PromptSourceSteering)
}

func subTurnResultPromptMessage(content string) providers.Message {
	return promptMessageWithMetadata(
		providers.Message{Role: "user", Content: fmt.Sprintf("[SubTurn Result] %s", content)},
		PromptLayerTurn,
		PromptSlotSubTurn,
		PromptSourceSubTurnResult,
	)
}

func interruptPromptMessage(content string) providers.Message {
	return promptMessageWithMetadata(
		providers.Message{Role: "user", Content: content},
		PromptLayerTurn,
		PromptSlotInterrupt,
		PromptSourceInterrupt,
	)
}