coder/coderd/x/chatd/subagent.go

package chatd

import (
	"context"
	"database/sql"
	"encoding/json"
	"errors"
	"fmt"
	"slices"
	"sort"
	"strings"
	"time"

	"charm.land/fantasy"
	"github.com/google/uuid"
	"github.com/sqlc-dev/pqtype"
	"golang.org/x/xerrors"

	"cdr.dev/slog/v3"
	"github.com/coder/coder/v2/coderd/aibridge"
	"github.com/coder/coder/v2/coderd/database"
	"github.com/coder/coder/v2/coderd/database/dbauthz"
	coderdpubsub "github.com/coder/coder/v2/coderd/pubsub"
	"github.com/coder/coder/v2/coderd/x/chatd/chatprompt"
	"github.com/coder/coder/v2/coderd/x/chatd/chatprovider"
	"github.com/coder/coder/v2/codersdk"
	"github.com/coder/coder/v2/codersdk/workspacesdk"
)

var ErrSubagentNotDescendant = xerrors.New("target chat is not a descendant of current chat")

var errInvalidModelOverrideMetadata = xerrors.New("invalid model override metadata")

type modelOverrideConfigResolver func(
	context.Context,
	uuid.UUID,
) (database.ChatModelConfig, string, error)

type modelOverrideProviderKeysResolver func(
	context.Context,
	uuid.UUID,
	uuid.UUID,
) (chatprovider.ProviderAPIKeys, error)

const (
	subagentAwaitPollInterval  = 200 * time.Millisecond
	subagentAwaitFallbackPoll  = 5 * time.Second
	defaultSubagentWaitTimeout = 5 * time.Minute
)

// computerUseSubagentSystemPrompt is the system prompt prepended to
// every computer use subagent chat. It instructs the model on how to
// interact with the desktop environment via the computer tool.
const computerUseSubagentSystemPrompt = `You are a computer use agent with access to a desktop environment. You can see the screen, move the mouse, click, type, scroll, and drag.

Your primary tool is the "computer" tool which lets you interact with the desktop. After every action you take, you will receive a screenshot showing the current state of the screen. Use these screenshots to verify your actions and plan next steps.

Guidelines:
- Always start by taking a screenshot to see the current state of the desktop.
- Use wait or ordinary actions when you only need a screenshot for your own reasoning.
- Use an explicit screenshot action when you want to share a durable screenshot with the user; those screenshots are attached to the chat automatically.
- Be precise with coordinates when clicking or typing.
- Wait for UI elements to load before interacting with them.
- If an action doesn't produce the expected result, try alternative approaches.
- Report what you accomplished when done.`

type waitAgentArgs struct {
	ChatID         string `json:"chat_id"`
	TimeoutSeconds *int   `json:"timeout_seconds,omitempty"`
}

type messageAgentArgs struct {
	ChatID    string `json:"chat_id"`
	Message   string `json:"message"`
	Interrupt bool   `json:"interrupt,omitempty"`
}

type closeAgentArgs struct {
	ChatID string `json:"chat_id"`
}

func (p *Server) isDesktopEnabled(ctx context.Context) bool {
	enabled, err := p.db.GetChatDesktopEnabled(ctx)
	if err != nil {
		return false
	}
	return enabled
}

func subagentModelOverrideLogLabel(
	overrideContext codersdk.ChatModelOverrideContext,
) string {
	switch overrideContext {
	case codersdk.ChatModelOverrideContextGeneral:
		return "general delegated child"
	case codersdk.ChatModelOverrideContextExplore:
		return "explore"
	default:
		return string(overrideContext)
	}
}

func readSubagentModelOverride(
	ctx context.Context,
	db database.Store,
	overrideContext codersdk.ChatModelOverrideContext,
) (string, error) {
	switch overrideContext {
	case codersdk.ChatModelOverrideContextGeneral:
		return db.GetChatGeneralModelOverride(ctx)
	case codersdk.ChatModelOverrideContextExplore:
		return db.GetChatExploreModelOverride(ctx)
	default:
		return "", xerrors.Errorf(
			"unsupported subagent model override context %q",
			overrideContext,
		)
	}
}

func personalModelOverrideContextForSubagent(
	overrideContext codersdk.ChatModelOverrideContext,
) (codersdk.ChatPersonalModelOverrideContext, error) {
	switch overrideContext {
	case codersdk.ChatModelOverrideContextGeneral:
		return codersdk.ChatPersonalModelOverrideContextGeneral, nil
	case codersdk.ChatModelOverrideContextExplore:
		return codersdk.ChatPersonalModelOverrideContextExplore, nil
	default:
		return "", xerrors.Errorf(
			"unknown subagent model override context %q",
			overrideContext,
		)
	}
}

func validateModelConfigAndResolveProvider(
	modelConfig database.ChatModelConfig,
) (database.ChatModelConfig, string, error) {
	if !modelConfig.Enabled {
		return database.ChatModelConfig{}, "", sql.ErrNoRows
	}
	providerName, _, err := chatprovider.ResolveModelWithProviderHint(
		modelConfig.Model,
		modelConfig.Provider,
	)
	if err != nil {
		return database.ChatModelConfig{}, "", xerrors.Errorf(
			"%w: %v",
			errInvalidModelOverrideMetadata,
			err,
		)
	}
	return modelConfig, providerName, nil
}

func enabledProviderContainsName(
	providers []database.AIProvider,
	providerName string,
) bool {
	normalizedProviderName := chatprovider.NormalizeProvider(providerName)
	for _, provider := range providers {
		if chatprovider.NormalizeProvider(string(provider.Type)) == normalizedProviderName {
			return true
		}
	}
	return false
}

func userCanUseProviderKeys(
	providerKeys chatprovider.ProviderAPIKeys,
	providerName string,
) bool {
	return providerKeys.APIKey(providerName) != "" ||
		(chatprovider.ProviderAllowsAmbientCredentials(providerName) &&
			providerKeys.HasProvider(providerName))
}

type modelOverrideFailureMode int

const (
	modelOverrideFailureModeSoft modelOverrideFailureMode = iota
	modelOverrideFailureModeHard
)

func modelOverrideErrorLabel(overrideContext string) string {
	return strings.ReplaceAll(overrideContext, "_", " ")
}

// resolveConfiguredModelOverride returns ok when a usable override is
// resolved. In hard failure mode, ok is also true for configured but unusable
// overrides so callers can distinguish them from unset or malformed values.
func (p *Server) resolveConfiguredModelOverride(
	ctx context.Context,
	overrideContext string,
	raw string,
	ownerID uuid.UUID,
	resolveModelConfig modelOverrideConfigResolver,
	resolveProviderKeys modelOverrideProviderKeysResolver,
	failureMode modelOverrideFailureMode,
) (database.ChatModelConfig, bool, error) {
	trimmed := strings.TrimSpace(raw)
	if trimmed == "" {
		return database.ChatModelConfig{}, false, nil
	}
	configuredModelConfigID, err := uuid.Parse(trimmed)
	if err != nil {
		p.logger.Info(ctx,
			"invalid model override, ignoring",
			slog.F("override_context", overrideContext),
			slog.F("raw_model_config_id", trimmed),
			slog.Error(err),
		)
		return database.ChatModelConfig{}, false, nil
	}

	modelConfig, providerName, err := resolveModelConfig(
		ctx,
		configuredModelConfigID,
	)
	if err != nil {
		if failureMode == modelOverrideFailureModeHard {
			label := modelOverrideErrorLabel(overrideContext)
			switch {
			case errors.Is(err, sql.ErrNoRows):
				return database.ChatModelConfig{}, true, xerrors.Errorf(
					"%s model override is unavailable: %s",
					label,
					configuredModelConfigID,
				)
			case errors.Is(err, errInvalidModelOverrideMetadata):
				return database.ChatModelConfig{}, true, xerrors.Errorf(
					"%s model override metadata is invalid for %s: %w",
					label,
					configuredModelConfigID,
					err,
				)
			default:
				return database.ChatModelConfig{}, true, xerrors.Errorf(
					"resolve %s model override %s: %w",
					label,
					configuredModelConfigID,
					err,
				)
			}
		}

		switch {
		case errors.Is(err, sql.ErrNoRows):
			p.logger.Info(ctx,
				"model override is unavailable, ignoring",
				slog.F("override_context", overrideContext),
				slog.F("model_config_id", configuredModelConfigID),
			)
		case errors.Is(err, errInvalidModelOverrideMetadata):
			p.logger.Info(ctx,
				"model override metadata is invalid, ignoring",
				slog.F("override_context", overrideContext),
				slog.F("model_config_id", configuredModelConfigID),
				slog.Error(err),
			)
		default:
			p.logger.Warn(ctx,
				"failed to resolve model override, ignoring",
				slog.F("override_context", overrideContext),
				slog.F("model_config_id", configuredModelConfigID),
				slog.Error(err),
			)
		}
		return database.ChatModelConfig{}, false, nil
	}

	providerKeys, err := resolveProviderKeys(ctx, ownerID, modelConfigAIProviderID(modelConfig))
	if err != nil {
		return database.ChatModelConfig{}, false, xerrors.Errorf(
			"resolve provider API keys: %w",
			err,
		)
	}
	if !userCanUseProviderKeys(providerKeys, providerName) {
		if failureMode == modelOverrideFailureModeHard {
			return database.ChatModelConfig{}, true, xerrors.Errorf(
				"%s model override credentials are unavailable for provider %q",
				modelOverrideErrorLabel(overrideContext),
				providerName,
			)
		}

		p.logger.Info(ctx,
			"model override credentials are unavailable, ignoring",
			slog.F("override_context", overrideContext),
			slog.F("model_config_id", configuredModelConfigID),
			slog.F("provider", providerName),
		)
		return database.ChatModelConfig{}, false, nil
	}
	return modelConfig, true, nil
}

func (p *Server) resolvePersonalSubagentModelConfigID(
	ctx context.Context,
	ownerID uuid.UUID,
	overrideContext codersdk.ChatModelOverrideContext,
) (uuid.UUID, bool, error) {
	personalContext, err := personalModelOverrideContextForSubagent(overrideContext)
	if err != nil {
		return uuid.Nil, false, err
	}
	raw, err := p.db.GetUserChatPersonalModelOverride(
		ctx,
		database.GetUserChatPersonalModelOverrideParams{
			UserID: ownerID,
			Key:    ChatPersonalModelOverrideKey(personalContext),
		},
	)
	if err != nil {
		if !xerrors.Is(err, sql.ErrNoRows) {
			return uuid.Nil, false, xerrors.Errorf(
				"get %s personal model override: %w",
				subagentModelOverrideLogLabel(overrideContext),
				err,
			)
		}
		raw = ""
	}

	parsed := ParseChatPersonalModelOverride(
		raw,
		codersdk.ChatPersonalModelOverrideModeDeploymentDefault,
	)
	if parsed.Malformed {
		p.logger.Debug(ctx,
			"personal model override is malformed, using deployment default",
			slog.F("override_context", overrideContext),
			slog.F("owner_id", ownerID),
			slog.F("raw_model_config_id", strings.TrimSpace(raw)),
		)
	}
	switch parsed.Mode {
	case codersdk.ChatPersonalModelOverrideModeChatDefault:
		return uuid.Nil, true, nil
	case codersdk.ChatPersonalModelOverrideModeDeploymentDefault:
	case codersdk.ChatPersonalModelOverrideModeModel:
		modelConfig, ok, err := p.resolvePersonalModelOverride(
			ctx,
			overrideContext,
			ownerID,
			parsed.ModelConfigID,
		)
		if err != nil {
			return uuid.Nil, false, err
		}
		if ok {
			return modelConfig.ID, true, nil
		}
	default:
		p.logger.Warn(ctx,
			"unsupported personal model override mode, using deployment default",
			slog.F("override_context", overrideContext),
			slog.F("owner_id", ownerID),
			slog.F("mode", parsed.Mode),
		)
	}

	return uuid.Nil, false, nil
}

func (p *Server) resolvePersonalModelOverride(
	ctx context.Context,
	overrideContext codersdk.ChatModelOverrideContext,
	ownerID uuid.UUID,
	modelConfigID uuid.UUID,
) (database.ChatModelConfig, bool, error) {
	modelConfig, providerName, err := p.resolveModelConfigAndNormalizedProvider(
		ctx,
		modelConfigID,
	)
	if err != nil {
		switch {
		case xerrors.Is(err, sql.ErrNoRows):
			p.logger.Debug(ctx,
				"personal model override is unavailable, using deployment default",
				slog.F("override_context", overrideContext),
				slog.F("owner_id", ownerID),
				slog.F("model_config_id", modelConfigID),
			)
		case errors.Is(err, errInvalidModelOverrideMetadata):
			p.logger.Debug(ctx,
				"personal model override metadata is invalid, using deployment default",
				slog.F("override_context", overrideContext),
				slog.F("owner_id", ownerID),
				slog.F("model_config_id", modelConfigID),
				slog.Error(err),
			)
		default:
			p.logger.Warn(ctx,
				"failed to resolve personal model override, using deployment default",
				slog.F("override_context", overrideContext),
				slog.F("owner_id", ownerID),
				slog.F("model_config_id", modelConfigID),
				slog.Error(err),
			)
		}
		return database.ChatModelConfig{}, false, nil
	}
	providerKeys, err := p.resolveUserProviderAPIKeys(ctx, ownerID, modelConfigAIProviderID(modelConfig))
	if err != nil {
		return database.ChatModelConfig{}, false, xerrors.Errorf(
			"resolve provider API keys: %w",
			err,
		)
	}
	if !userCanUseProviderKeys(providerKeys, providerName) {
		p.logger.Debug(ctx,
			"personal model override credentials are unavailable, using deployment default",
			slog.F("override_context", overrideContext),
			slog.F("owner_id", ownerID),
			slog.F("model_config_id", modelConfigID),
			slog.F("provider", providerName),
		)
		return database.ChatModelConfig{}, false, nil
	}
	return modelConfig, true, nil
}

func (p *Server) resolveSubagentModelConfigID(
	ctx context.Context,
	ownerID uuid.UUID,
	overrideContext codersdk.ChatModelOverrideContext,
) (uuid.UUID, error) {
	//nolint:gocritic // Chatd needs its scoped config and user-data access here.
	chatdCtx := dbauthz.AsChatd(ctx)
	personalOverridesEnabled, err := p.db.GetChatPersonalModelOverridesEnabled(chatdCtx)
	if err != nil {
		return uuid.Nil, xerrors.Errorf(
			"get chat personal model overrides enabled: %w",
			err,
		)
	}
	if personalOverridesEnabled {
		modelConfigID, resolved, err := p.resolvePersonalSubagentModelConfigID(
			chatdCtx,
			ownerID,
			overrideContext,
		)
		if err != nil {
			return uuid.Nil, err
		}
		if resolved {
			return modelConfigID, nil
		}
	}

	raw, err := readSubagentModelOverride(chatdCtx, p.db, overrideContext)
	if err != nil {
		return uuid.Nil, xerrors.Errorf(
			"get %s model override: %w",
			subagentModelOverrideLogLabel(overrideContext),
			err,
		)
	}
	modelConfig, ok, err := p.resolveConfiguredModelOverride(
		chatdCtx,
		string(overrideContext),
		raw,
		ownerID,
		p.resolveModelConfigAndNormalizedProvider,
		p.resolveUserProviderAPIKeys,
		modelOverrideFailureModeSoft,
	)
	if err != nil {
		return uuid.Nil, err
	}
	if !ok {
		return uuid.Nil, nil
	}
	return modelConfig.ID, nil
}

func modelConfigAIProviderID(modelConfig database.ChatModelConfig) uuid.UUID {
	if !modelConfig.AIProviderID.Valid {
		return uuid.Nil
	}
	return modelConfig.AIProviderID.UUID
}

func (p *Server) resolveModelConfigAndNormalizedProvider(
	ctx context.Context,
	modelConfigID uuid.UUID,
) (database.ChatModelConfig, string, error) {
	if modelConfigID == uuid.Nil {
		return database.ChatModelConfig{}, "", sql.ErrNoRows
	}
	modelConfig, err := p.configCache.ModelConfigByID(ctx, modelConfigID)
	if err != nil {
		return database.ChatModelConfig{}, "", err
	}
	if !modelConfig.Enabled {
		return database.ChatModelConfig{}, "", sql.ErrNoRows
	}
	if modelConfig.AIProviderID.Valid {
		provider, err := p.db.GetAIProviderByID(ctx, modelConfig.AIProviderID.UUID)
		if err != nil {
			return database.ChatModelConfig{}, "", err
		}
		if !provider.Enabled {
			return database.ChatModelConfig{}, "", sql.ErrNoRows
		}
		providerName := chatprovider.NormalizeProvider(string(provider.Type))
		if providerName == "" {
			return database.ChatModelConfig{}, "", errInvalidModelOverrideMetadata
		}
		if _, _, err := chatprovider.ResolveModelWithProviderHint(modelConfig.Model, providerName); err != nil {
			return database.ChatModelConfig{}, "", errInvalidModelOverrideMetadata
		}
		return modelConfig, providerName, nil
	}
	modelConfig, providerName, err := validateModelConfigAndResolveProvider(modelConfig)
	if err != nil {
		return database.ChatModelConfig{}, "", err
	}
	enabledProviders, err := p.configCache.EnabledProviders(ctx)
	if err != nil {
		return database.ChatModelConfig{}, "", err
	}
	if !enabledProviderContainsName(enabledProviders, providerName) {
		return database.ChatModelConfig{}, "", sql.ErrNoRows
	}
	return modelConfig, providerName, nil
}

func (p *Server) subagentTools(
	ctx context.Context,
	currentChat func() database.Chat,
	currentModelConfigID uuid.UUID,
) []fantasy.AgentTool {
	currentChatSnapshot := database.Chat{}
	if currentChat != nil {
		currentChatSnapshot = currentChat()
	}

	spawnAgentDescription := buildSpawnAgentDescription(
		ctx,
		p,
		currentChatSnapshot,
	)

	return []fantasy.AgentTool{
		fantasy.NewAgentTool(
			spawnAgentToolName,
			spawnAgentDescription,
			func(ctx context.Context, args spawnAgentArgs, _ fantasy.ToolCall) (fantasy.ToolResponse, error) {
				if currentChat == nil {
					return fantasy.NewTextErrorResponse("subagent callbacks are not configured"), nil
				}

				parent, err := p.loadSubagentSpawnParentChat(ctx, currentChat)
				if err != nil {
					return fantasy.NewTextErrorResponse(err.Error()), nil
				}

				definition, err := resolveSubagentDefinition(
					ctx,
					p,
					parent,
					args.Type,
				)
				if err != nil {
					return fantasy.NewTextErrorResponse(err.Error()), nil
				}

				turnParent := currentChatSnapshot
				if turnParent.ID == uuid.Nil {
					turnParent = parent
				}

				options, err := definition.buildOptions(
					ctx,
					p,
					parent,
					turnParent,
					currentModelConfigID,
					args.Prompt,
				)
				if err != nil {
					return fantasy.NewTextErrorResponse(err.Error()), nil
				}

				childChat, err := p.createChildSubagentChatWithOptions(
					ctx,
					parent,
					args.Prompt,
					args.Title,
					options,
				)
				if err != nil {
					return fantasy.NewTextErrorResponse(err.Error()), nil
				}

				return toolJSONResponse(withSubagentType(map[string]any{
					"chat_id": childChat.ID.String(),
					"title":   childChat.Title,
					"status":  string(childChat.Status),
				}, childChat)), nil
			},
		),
		fantasy.NewAgentTool(
			"wait_agent",
			"Wait until a spawned child agent finishes its task. "+
				"Returns the agent's final response and status. "+
				"Call this after "+spawnAgentToolName+" to collect the "+
				"result before continuing your own work.",
			func(ctx context.Context, args waitAgentArgs, _ fantasy.ToolCall) (fantasy.ToolResponse, error) {
				if currentChat == nil {
					return fantasy.NewTextErrorResponse("subagent callbacks are not configured"), nil
				}

				targetChatID, err := parseSubagentToolChatID(args.ChatID)
				if err != nil {
					return fantasy.NewTextErrorResponse(err.Error()), nil
				}

				timeout := defaultSubagentWaitTimeout
				if args.TimeoutSeconds != nil {
					timeout = time.Duration(*args.TimeoutSeconds) * time.Second
				}

				parent := currentChat()
				var targetChatInfo *database.Chat
				if chat, lookupErr := p.db.GetChatByID(ctx, targetChatID); lookupErr == nil {
					targetChatInfo = &chat
				} else if !xerrors.Is(lookupErr, sql.ErrNoRows) {
					p.logger.Warn(ctx, "unexpected error looking up chat for recording",
						slog.F("chat_id", targetChatID),
						slog.Error(lookupErr),
					)
				}

				// Authorize: the target chat must be a descendant
				// of the current (parent) chat.
				isDescendant, descErr := isSubagentDescendant(ctx, p.db, parent.ID, targetChatID)
				if descErr != nil {
					return subagentErrorResponse(
						xerrors.New(fmt.Sprintf("failed to verify subagent relationship: %v", descErr)),
						targetChatInfo,
					), nil
				}
				if !isDescendant {
					return subagentErrorResponse(
						ErrSubagentNotDescendant,
						targetChatInfo,
					), nil
				}

				// Check if the target is a computer_use subagent
				// and start a desktop recording. Failures are
				// best-effort warnings. Recording never blocks
				// the wait_agent flow.
				var recordingID string
				var agentConn workspacesdk.AgentConn

				isComputerUseChat := targetChatInfo != nil &&
					targetChatInfo.Mode.Valid &&
					targetChatInfo.Mode.ChatMode == database.ChatModeComputerUse &&
					targetChatInfo.AgentID.Valid
				canRecord := isComputerUseChat && p.agentConnFn != nil

				if canRecord {
					conn, closeFn, connErr := p.agentConnFn(ctx, targetChatInfo.AgentID.UUID)
					if connErr == nil {
						agentConn = conn
						defer closeFn()

						recordingID = targetChatID.String()
						startErr := conn.StartDesktopRecording(ctx,
							workspacesdk.StartDesktopRecordingRequest{RecordingID: recordingID})
						if startErr != nil {
							p.logger.Warn(ctx, "failed to start desktop recording",
								slog.Error(startErr))
							recordingID = ""
						}
					} else {
						p.logger.Warn(ctx, "failed to get agent conn for recording",
							slog.Error(connErr))
					}
				}

				targetChat, report, awaitErr := p.awaitSubagentCompletion(
					ctx, parent.ID, targetChatID, timeout,
				)

				// On timeout or error, leave the recording running on
				// the agent so the next wait_agent call continues it.
				if awaitErr != nil {
					return subagentErrorResponse(awaitErr, targetChatInfo), nil
				}

				// Only stop and store the recording on success.
				var recResult recordingResult
				if recordingID != "" && agentConn != nil {
					// Use a fresh context for cleanup so a canceled
					// parent context does not prevent recording storage.
					stopCtx, stopCancel := context.WithTimeout(context.WithoutCancel(ctx), 90*time.Second)
					defer stopCancel()
					recResult = p.stopAndStoreRecording(stopCtx, agentConn,
						recordingID, parent.ID, parent.OwnerID, parent.WorkspaceID)
				}
				resp := withSubagentType(map[string]any{
					"chat_id": targetChat.ID.String(),
					"title":   targetChat.Title,
					"report":  report,
					"status":  string(targetChat.Status),
				}, targetChat)
				if recResult.recordingFileID != "" {
					resp["recording_file_id"] = recResult.recordingFileID
				}
				if recResult.thumbnailFileID != "" {
					resp["thumbnail_file_id"] = recResult.thumbnailFileID
				}
				return toolJSONResponse(resp), nil
			},
		),
		fantasy.NewAgentTool(
			"message_agent",
			"Send a follow-up message to a previously spawned child "+
				"agent. Use this to provide additional instructions, "+
				"corrections, or context to a running or completed "+
				"agent. After sending, use wait_agent to collect the "+
				"updated response.",
			func(ctx context.Context, args messageAgentArgs, _ fantasy.ToolCall) (fantasy.ToolResponse, error) {
				if currentChat == nil {
					return fantasy.NewTextErrorResponse("subagent callbacks are not configured"), nil
				}

				targetChatID, err := parseSubagentToolChatID(args.ChatID)
				if err != nil {
					return fantasy.NewTextErrorResponse(err.Error()), nil
				}

				parent := currentChat()
				var targetChatInfo *database.Chat
				if chat, lookupErr := p.db.GetChatByID(ctx, targetChatID); lookupErr == nil {
					targetChatInfo = &chat
				} else if !xerrors.Is(lookupErr, sql.ErrNoRows) {
					p.logger.Warn(ctx, "unexpected error looking up chat for message",
						slog.F("chat_id", targetChatID),
						slog.Error(lookupErr),
					)
				}
				busyBehavior := SendMessageBusyBehaviorQueue
				if args.Interrupt {
					busyBehavior = SendMessageBusyBehaviorInterrupt
				}
				targetChat, err := p.sendSubagentMessage(
					ctx,
					parent.ID,
					targetChatID,
					args.Message,
					busyBehavior,
				)
				if err != nil {
					return subagentErrorResponse(err, targetChatInfo), nil
				}

				return toolJSONResponse(withSubagentType(map[string]any{
					"chat_id":     targetChat.ID.String(),
					"title":       targetChat.Title,
					"status":      string(targetChat.Status),
					"interrupted": args.Interrupt,
				}, targetChat)), nil
			},
		),
		fantasy.NewAgentTool(
			"close_agent",
			"Immediately stop a spawned child agent. Use this to "+
				"cancel a subagent that is stuck, no longer needed, "+
				"or working on the wrong approach.",
			func(ctx context.Context, args closeAgentArgs, _ fantasy.ToolCall) (fantasy.ToolResponse, error) {
				if currentChat == nil {
					return fantasy.NewTextErrorResponse("subagent callbacks are not configured"), nil
				}

				targetChatID, err := parseSubagentToolChatID(args.ChatID)
				if err != nil {
					return fantasy.NewTextErrorResponse(err.Error()), nil
				}

				parent := currentChat()
				var targetChatInfo *database.Chat
				if chat, lookupErr := p.db.GetChatByID(ctx, targetChatID); lookupErr == nil {
					targetChatInfo = &chat
				} else if !xerrors.Is(lookupErr, sql.ErrNoRows) {
					p.logger.Warn(ctx, "unexpected error looking up chat for close",
						slog.F("chat_id", targetChatID),
						slog.Error(lookupErr),
					)
				}
				targetChat, err := p.closeSubagent(
					ctx,
					parent.ID,
					targetChatID,
				)
				if err != nil {
					return subagentErrorResponse(err, targetChatInfo), nil
				}

				return toolJSONResponse(withSubagentType(map[string]any{
					"chat_id":    targetChat.ID.String(),
					"title":      targetChat.Title,
					"terminated": true,
					"status":     string(targetChat.Status),
				}, targetChat)), nil
			},
		),
	}
}

func (p *Server) loadSubagentSpawnParentChat(
	ctx context.Context,
	currentChat func() database.Chat,
) (database.Chat, error) {
	parent := currentChat()
	if err := validateSubagentSpawnParent(parent); err != nil {
		return database.Chat{}, err
	}
	reloadedParent, err := p.db.GetChatByID(ctx, parent.ID)
	if err != nil {
		p.logger.Warn(ctx, "failed to load parent chat for spawn_agent",
			slog.F("chat_id", parent.ID),
			slog.Error(err),
		)
		return database.Chat{}, xerrors.New("failed to load parent chat")
	}
	parent = reloadedParent
	if err := validateSubagentSpawnParent(parent); err != nil {
		return database.Chat{}, err
	}

	return parent, nil
}

func parseSubagentToolChatID(raw string) (uuid.UUID, error) {
	chatID, err := uuid.Parse(strings.TrimSpace(raw))
	if err != nil {
		return uuid.Nil, xerrors.New("chat_id must be a valid UUID")
	}
	return chatID, nil
}

// childSubagentChatOptions carries per-child overrides for subagent chat
// creation. modelConfigIDOverride and planModeOverride apply to any
// subagent. inheritedMCPServerIDs is an Explore-only snapshot of the
// spawning parent turn's effective external MCP entitlement.
// resolveExploreToolSnapshot computes and persists it on the child chat.
// Non-Explore children ignore this field.
type childSubagentChatOptions struct {
	chatMode              database.NullChatMode
	systemPrompt          string
	modelConfigIDOverride *uuid.UUID
	planModeOverride      *database.NullChatPlanMode
	inheritedMCPServerIDs []uuid.UUID
}

// resolveExploreToolSnapshot computes the child chat's inherited MCP
// server snapshot from the spawning parent turn.
//
// The MCP set is filtered in two stages. First,
// filterExternalMCPConfigsForTurn applies the parent turn's plan-mode
// policy to the parent's MCP configs, producing visibleConfigs. Second,
// if the parent is itself an Explore child, the visible set is narrowed to
// the parent's persisted MCPServerIDs so an Explore chain cannot
// re-escalate beyond the original grant. Non-Explore parents pass
// through the second stage unchanged.
func (p *Server) resolveExploreToolSnapshot(
	ctx context.Context,
	parent database.Chat,
) ([]uuid.UUID, error) {
	inheritedMCPServerIDs := []uuid.UUID{}
	if len(parent.MCPServerIDs) > 0 {
		configs, err := p.db.GetMCPServerConfigsByIDs(ctx, parent.MCPServerIDs)
		if err != nil {
			return nil, xerrors.Errorf("get parent MCP server configs for chat %s: %w", parent.ID, err)
		}

		visibleConfigs, _ := filterExternalMCPConfigsForTurn(
			configs,
			parent.PlanMode,
			parent.ParentChatID,
		)
		// Empty means the parent is not Explore, so all plan-filtered
		// configs remain eligible. Populated means the parent is
		// Explore, so only its persisted snapshot can pass.
		allowedParentIDs := map[uuid.UUID]struct{}{}
		if isExploreSubagentMode(parent.Mode) {
			for _, id := range parent.MCPServerIDs {
				allowedParentIDs[id] = struct{}{}
			}
		}
		for _, cfg := range visibleConfigs {
			if len(allowedParentIDs) > 0 {
				if _, ok := allowedParentIDs[cfg.ID]; !ok {
					continue
				}
			}
			inheritedMCPServerIDs = append(inheritedMCPServerIDs, cfg.ID)
		}
	}

	return inheritedMCPServerIDs, nil
}

func (p *Server) delegatedAPIKeyIDForSubagent(ctx context.Context) (string, error) {
	apiKeyID, ok := aibridge.DelegatedAPIKeyIDFromContext(ctx)
	if !ok && p.shouldUseAIGatewayRouting() {
		return "", xerrors.New("AI Gateway routing requires the active turn API key ID for subagent messages")
	}
	return apiKeyID, nil
}

func (p *Server) createChildSubagentChat(
	ctx context.Context,
	parent database.Chat,
	prompt string,
	title string,
) (database.Chat, error) {
	return p.createChildSubagentChatWithOptions(ctx, parent, prompt, title, childSubagentChatOptions{})
}

func (p *Server) createChildSubagentChatWithOptions(
	ctx context.Context,
	parent database.Chat,
	prompt string,
	title string,
	opts childSubagentChatOptions,
) (database.Chat, error) {
	if parent.ParentChatID.Valid {
		return database.Chat{}, xerrors.New("delegated chats cannot create child subagents")
	}

	prompt = strings.TrimSpace(prompt)
	if prompt == "" {
		return database.Chat{}, xerrors.New("prompt is required")
	}

	title = strings.TrimSpace(title)
	if title == "" {
		title = subagentFallbackChatTitle(prompt)
	}

	rootChatID := parent.ID
	if parent.RootChatID.Valid {
		rootChatID = parent.RootChatID.UUID
	}

	modelConfigID := parent.LastModelConfigID
	if opts.modelConfigIDOverride != nil {
		modelConfigID = *opts.modelConfigIDOverride
	}
	if modelConfigID == uuid.Nil {
		return database.Chat{}, xerrors.New("model config is required")
	}
	childAPIKeyID, err := p.delegatedAPIKeyIDForSubagent(ctx)
	if err != nil {
		return database.Chat{}, err
	}

	childPlanMode := parent.PlanMode
	if opts.planModeOverride != nil {
		childPlanMode = *opts.planModeOverride
	}

	mcpServerIDs := parent.MCPServerIDs
	if isExploreSubagentMode(opts.chatMode) {
		mcpServerIDs = slices.Clone(opts.inheritedMCPServerIDs)
	}
	if mcpServerIDs == nil {
		mcpServerIDs = []uuid.UUID{}
	}

	labelsJSON, err := json.Marshal(database.StringMap{})
	if err != nil {
		return database.Chat{}, xerrors.Errorf("marshal labels: %w", err)
	}
	childSystemPrompt := SanitizePromptText(opts.systemPrompt)
	// Resolve the deployment prompt before opening the transaction so
	// child chat creation does not hold one DB connection while waiting
	// for another pool checkout.
	deploymentPrompt := p.resolveDeploymentSystemPrompt(ctx)

	var child database.Chat
	txErr := p.db.InTx(func(tx database.Store) error {
		if limitErr := p.checkUsageLimit(ctx, tx, parent.OwnerID, uuid.NullUUID{UUID: parent.OrganizationID, Valid: true}); limitErr != nil {
			return limitErr
		}

		insertedChat, err := tx.InsertChat(ctx, database.InsertChatParams{
			OrganizationID:    parent.OrganizationID,
			OwnerID:           parent.OwnerID,
			WorkspaceID:       parent.WorkspaceID,
			BuildID:           parent.BuildID,
			AgentID:           parent.AgentID,
			ParentChatID:      uuid.NullUUID{UUID: parent.ID, Valid: true},
			RootChatID:        uuid.NullUUID{UUID: rootChatID, Valid: true},
			LastModelConfigID: modelConfigID,
			Title:             title,
			Mode:              opts.chatMode,
			PlanMode:          childPlanMode,
			ClientType:        parent.ClientType,
			Status:            database.ChatStatusPending,
			MCPServerIDs:      mcpServerIDs,
			Labels: pqtype.NullRawMessage{
				RawMessage: labelsJSON,
				Valid:      true,
			},
			DynamicTools: pqtype.NullRawMessage{},
		})
		if err != nil {
			return xerrors.Errorf("insert child chat: %w", err)
		}

		workspaceAwareness := workspaceDetachedNoCreateAwareness
		if insertedChat.WorkspaceID.Valid {
			workspaceAwareness = workspaceAttachedAwareness
		}
		workspaceAwarenessContent, err := chatprompt.MarshalParts([]codersdk.ChatMessagePart{
			codersdk.ChatMessageText(workspaceAwareness),
		})
		if err != nil {
			return xerrors.Errorf("marshal workspace awareness: %w", err)
		}
		userContent, err := chatprompt.MarshalParts([]codersdk.ChatMessagePart{codersdk.ChatMessageText(prompt)})
		if err != nil {
			return xerrors.Errorf("marshal initial user content: %w", err)
		}

		systemParams := database.InsertChatMessagesParams{ //nolint:exhaustruct // Fields populated by appendChatMessage.
			ChatID: insertedChat.ID,
		}
		if deploymentPrompt != "" {
			deploymentContent, err := chatprompt.MarshalParts([]codersdk.ChatMessagePart{
				codersdk.ChatMessageText(deploymentPrompt),
			})
			if err != nil {
				return xerrors.Errorf("marshal deployment system prompt: %w", err)
			}
			appendChatMessage(&systemParams, newChatMessage(
				database.ChatMessageRoleSystem,
				deploymentContent,
				database.ChatMessageVisibilityModel,
				modelConfigID,
				chatprompt.CurrentContentVersion,
			))
		}
		if childSystemPrompt != "" {
			childSystemPromptContent, err := chatprompt.MarshalParts([]codersdk.ChatMessagePart{
				codersdk.ChatMessageText(childSystemPrompt),
			})
			if err != nil {
				return xerrors.Errorf("marshal child system prompt: %w", err)
			}
			appendChatMessage(&systemParams, newChatMessage(
				database.ChatMessageRoleSystem,
				childSystemPromptContent,
				database.ChatMessageVisibilityModel,
				modelConfigID,
				chatprompt.CurrentContentVersion,
			))
		}
		appendChatMessage(&systemParams, newChatMessage(
			database.ChatMessageRoleSystem,
			workspaceAwarenessContent,
			database.ChatMessageVisibilityModel,
			modelConfigID,
			chatprompt.CurrentContentVersion,
		))
		if _, err := tx.InsertChatMessages(ctx, systemParams); err != nil {
			return xerrors.Errorf("insert initial child system messages: %w", err)
		}

		child = insertedChat

		// Copy persisted context before the initial child prompt so the
		// child cannot be acquired until its inherited context is in
		// place. signalWake runs only after commit.
		copiedContextParts, err := copyParentContextMessages(ctx, p.logger, tx, parent, child)
		if err != nil {
			return xerrors.Errorf("copy parent context messages: %w", err)
		}
		if err := updateChildLastInjectedContext(ctx, p.logger, tx, child.ID, copiedContextParts); err != nil {
			return xerrors.Errorf("update child injected context: %w", err)
		}

		userParams := database.InsertChatMessagesParams{ //nolint:exhaustruct // Fields populated by appendChatMessage.
			ChatID: insertedChat.ID,
		}
		appendChatMessage(&userParams, newChatMessage(
			database.ChatMessageRoleUser,
			userContent,
			database.ChatMessageVisibilityBoth,
			modelConfigID,
			chatprompt.CurrentContentVersion,
		).withCreatedBy(parent.OwnerID).withAPIKeyID(childAPIKeyID))
		if _, err := tx.InsertChatMessages(ctx, userParams); err != nil {
			return xerrors.Errorf("insert initial child user message: %w", err)
		}

		return nil
	}, nil)
	if txErr != nil {
		return database.Chat{}, xerrors.Errorf("create child chat: %w", txErr)
	}

	p.publishChatPubsubEvent(child, codersdk.ChatWatchEventKindCreated, nil)
	p.signalWake()
	return child, nil
}

// copyParentContextMessages reads persisted context-file and skill
// messages from the parent chat and inserts copies into the child
// chat. This ensures sub-agents inherit the same instruction and
// skill context as their parent without independently re-fetching
// from the agent.
func copyParentContextMessages(
	ctx context.Context,
	logger slog.Logger,
	store database.Store,
	parent database.Chat,
	child database.Chat,
) ([]codersdk.ChatMessagePart, error) {
	parentMessages, err := store.GetChatMessagesByChatID(ctx, database.GetChatMessagesByChatIDParams{
		ChatID:  parent.ID,
		AfterID: 0,
	})
	if err != nil {
		return nil, xerrors.Errorf("get parent messages: %w", err)
	}

	var (
		copiedParts      []codersdk.ChatMessagePart
		copiedRole       database.ChatMessageRole
		copiedVisibility database.ChatMessageVisibility
		copiedVersion    int16
	)
	for _, msg := range parentMessages {
		if !msg.Content.Valid {
			continue
		}
		var parts []codersdk.ChatMessagePart
		if err := json.Unmarshal(msg.Content.RawMessage, &parts); err != nil {
			logger.Warn(ctx, "failed to unmarshal parent context message",
				slog.F("parent_chat_id", parent.ID),
				slog.F("message_id", msg.ID),
				slog.Error(err),
			)
			continue
		}

		messageContextParts := FilterContextParts(parts, true)
		if len(messageContextParts) == 0 {
			continue
		}
		if copiedParts == nil {
			copiedRole = msg.Role
			copiedVisibility = msg.Visibility
			copiedVersion = msg.ContentVersion
		}
		copiedParts = append(copiedParts, messageContextParts...)
	}
	if len(copiedParts) == 0 {
		return nil, nil
	}

	copiedParts = FilterContextPartsToLatestAgent(copiedParts)
	filteredContent, err := chatprompt.MarshalParts(copiedParts)
	if err != nil {
		return nil, xerrors.Errorf("marshal filtered context parts: %w", err)
	}

	msgParams := database.InsertChatMessagesParams{ //nolint:exhaustruct // Fields populated by appendChatMessage.
		ChatID: child.ID,
	}
	appendChatMessage(&msgParams, newChatMessage(
		copiedRole,
		filteredContent,
		copiedVisibility,
		child.LastModelConfigID,
		copiedVersion,
	))
	if _, err := store.InsertChatMessages(ctx, msgParams); err != nil {
		return nil, xerrors.Errorf("insert context message: %w", err)
	}

	return copiedParts, nil
}

func updateChildLastInjectedContext(
	ctx context.Context,
	logger slog.Logger,
	store database.Store,
	chatID uuid.UUID,
	parts []codersdk.ChatMessagePart,
) error {
	parts = FilterContextPartsToLatestAgent(parts)
	param, err := BuildLastInjectedContext(parts)
	if err != nil {
		logger.Warn(ctx, "failed to marshal inherited injected context",
			slog.F("chat_id", chatID),
			slog.Error(err),
		)
		return xerrors.Errorf("marshal inherited injected context: %w", err)
	}
	if _, err := store.UpdateChatLastInjectedContext(ctx, database.UpdateChatLastInjectedContextParams{
		ID:                  chatID,
		LastInjectedContext: param,
	}); err != nil {
		logger.Warn(ctx, "failed to update inherited injected context",
			slog.F("chat_id", chatID),
			slog.Error(err),
		)
		return xerrors.Errorf("update inherited injected context: %w", err)
	}

	return nil
}

func (p *Server) sendSubagentMessage(
	ctx context.Context,
	parentChatID uuid.UUID,
	targetChatID uuid.UUID,
	message string,
	busyBehavior SendMessageBusyBehavior,
) (database.Chat, error) {
	message = strings.TrimSpace(message)
	if message == "" {
		return database.Chat{}, xerrors.New("message is required")
	}

	isDescendant, err := isSubagentDescendant(ctx, p.db, parentChatID, targetChatID)
	if err != nil {
		return database.Chat{}, err
	}
	if !isDescendant {
		return database.Chat{}, ErrSubagentNotDescendant
	}

	// Look up the target chat to get the owner for CreatedBy.
	targetChat, err := p.db.GetChatByID(ctx, targetChatID)
	if err != nil {
		return database.Chat{}, xerrors.Errorf("get target chat: %w", err)
	}

	apiKeyID, err := p.delegatedAPIKeyIDForSubagent(ctx)
	if err != nil {
		return database.Chat{}, err
	}

	sendResult, err := p.SendMessage(ctx, SendMessageOptions{
		ChatID:       targetChatID,
		CreatedBy:    targetChat.OwnerID,
		Content:      []codersdk.ChatMessagePart{codersdk.ChatMessageText(message)},
		APIKeyID:     apiKeyID,
		BusyBehavior: busyBehavior,
	})
	if err != nil {
		return database.Chat{}, err
	}

	return sendResult.Chat, nil
}

func (p *Server) awaitSubagentCompletion(
	ctx context.Context,
	parentChatID uuid.UUID,
	targetChatID uuid.UUID,
	timeout time.Duration,
) (database.Chat, string, error) {
	isDescendant, err := isSubagentDescendant(ctx, p.db, parentChatID, targetChatID)
	if err != nil {
		return database.Chat{}, "", err
	}
	if !isDescendant {
		return database.Chat{}, "", ErrSubagentNotDescendant
	}

	// Check immediately before entering the poll loop.
	targetChat, report, done, checkErr := p.checkSubagentCompletion(ctx, targetChatID)
	if checkErr != nil {
		return database.Chat{}, "", checkErr
	}
	if done {
		return handleSubagentDone(targetChat, report)
	}

	if timeout <= 0 {
		timeout = defaultSubagentWaitTimeout
	}
	timer := p.clock.NewTimer(timeout, "chatd", "subagent_await")
	defer timer.Stop()

	// When pubsub is available, subscribe for fast status
	// notifications and use a less aggressive fallback poll.
	// Without pubsub (single-instance / in-memory) fall back
	// to the original 200ms polling.
	pollInterval := subagentAwaitPollInterval
	var notifyCh <-chan struct{}
	if p.pubsub != nil {
		pollInterval = subagentAwaitFallbackPoll
		ch := make(chan struct{}, 1)
		notifyCh = ch
		cancel, subErr := p.pubsub.SubscribeWithErr(
			coderdpubsub.ChatStreamNotifyChannel(targetChatID),
			func(_ context.Context, _ []byte, _ error) {
				// Non-blocking send so we never stall the
				// pubsub dispatch goroutine.
				select {
				case ch <- struct{}{}:
				default:
				}
			},
		)
		if subErr == nil {
			defer cancel()
		} else {
			// Subscription failed; fall back to fast polling.
			pollInterval = subagentAwaitPollInterval
			notifyCh = nil
		}
	}

	ticker := p.clock.NewTicker(pollInterval, "chatd", "subagent_poll")
	defer ticker.Stop()

	for {
		select {
		case <-notifyCh:
		case <-ticker.C:
		case <-timer.C:
			return database.Chat{}, "", xerrors.New("timed out waiting for delegated subagent completion")
		case <-ctx.Done():
			return database.Chat{}, "", ctx.Err()
		}

		targetChat, report, done, checkErr = p.checkSubagentCompletion(ctx, targetChatID)
		if checkErr != nil {
			return database.Chat{}, "", checkErr
		}
		if done {
			return handleSubagentDone(targetChat, report)
		}
	}
}

// handleSubagentDone translates a completed subagent check into the
// appropriate return value, surfacing error-status chats as errors.
func handleSubagentDone(
	chat database.Chat,
	report string,
) (database.Chat, string, error) {
	if chat.Status == database.ChatStatusError {
		reason := strings.TrimSpace(report)
		if reason == "" {
			reason = "agent reached error status"
		}
		return database.Chat{}, "", xerrors.New(reason)
	}
	return chat, report, nil
}

func (p *Server) closeSubagent(
	ctx context.Context,
	parentChatID uuid.UUID,
	targetChatID uuid.UUID,
) (database.Chat, error) {
	isDescendant, err := isSubagentDescendant(ctx, p.db, parentChatID, targetChatID)
	if err != nil {
		return database.Chat{}, err
	}
	if !isDescendant {
		return database.Chat{}, ErrSubagentNotDescendant
	}

	targetChat, err := p.db.GetChatByID(ctx, targetChatID)
	if err != nil {
		return database.Chat{}, xerrors.Errorf("get target chat: %w", err)
	}

	if targetChat.Status == database.ChatStatusWaiting {
		return targetChat, nil
	}

	updatedChat := p.InterruptChat(ctx, targetChat)
	if updatedChat.Status != database.ChatStatusWaiting {
		return database.Chat{}, xerrors.New("set target chat waiting")
	}
	return updatedChat, nil
}

func (p *Server) checkSubagentCompletion(
	ctx context.Context,
	chatID uuid.UUID,
) (database.Chat, string, bool, error) {
	chat, err := p.db.GetChatByID(ctx, chatID)
	if err != nil {
		return database.Chat{}, "", false, xerrors.Errorf("get chat: %w", err)
	}

	if chat.Status == database.ChatStatusPending || chat.Status == database.ChatStatusRunning {
		return database.Chat{}, "", false, nil
	}

	report, err := latestSubagentAssistantMessage(ctx, p.db, chatID)
	if err != nil {
		return database.Chat{}, "", false, err
	}

	return chat, report, true, nil
}

func latestSubagentAssistantMessage(
	ctx context.Context,
	store database.Store,
	chatID uuid.UUID,
) (string, error) {
	messages, err := store.GetChatMessagesByChatID(ctx, database.GetChatMessagesByChatIDParams{
		ChatID:  chatID,
		AfterID: 0,
	})
	if err != nil {
		return "", xerrors.Errorf("get chat messages: %w", err)
	}

	sort.Slice(messages, func(i, j int) bool {
		if messages[i].CreatedAt.Equal(messages[j].CreatedAt) {
			return messages[i].ID < messages[j].ID
		}
		return messages[i].CreatedAt.Before(messages[j].CreatedAt)
	})

	for i := len(messages) - 1; i >= 0; i-- {
		message := messages[i]
		if message.Role != database.ChatMessageRoleAssistant ||
			message.Visibility == database.ChatMessageVisibilityModel {
			continue
		}

		content, parseErr := chatprompt.ParseContent(message)
		if parseErr != nil {
			continue
		}
		text := strings.TrimSpace(contentBlocksToText(content))
		if text == "" {
			continue
		}
		return text, nil
	}

	return "", nil
}

// isSubagentDescendant reports whether targetChatID is a descendant
// of ancestorChatID by walking up the parent chain from the target.
// This is O(depth) DB queries instead of O(nodes) BFS.
func isSubagentDescendant(
	ctx context.Context,
	store database.Store,
	ancestorChatID uuid.UUID,
	targetChatID uuid.UUID,
) (bool, error) {
	if ancestorChatID == targetChatID {
		return false, nil
	}

	currentID := targetChatID
	visited := map[uuid.UUID]struct{}{} // cycle protection
	for {
		if _, seen := visited[currentID]; seen {
			return false, nil
		}
		visited[currentID] = struct{}{}

		chat, err := store.GetChatByID(ctx, currentID)
		if err != nil {
			if xerrors.Is(err, sql.ErrNoRows) {
				return false, nil // chain broken; not a confirmed descendant
			}
			return false, xerrors.Errorf("get chat %s: %w", currentID, err)
		}
		if !chat.ParentChatID.Valid {
			return false, nil // reached root without finding ancestor
		}
		if chat.ParentChatID.UUID == ancestorChatID {
			return true, nil
		}
		currentID = chat.ParentChatID.UUID
	}
}

func subagentFallbackChatTitle(message string) string {
	const maxWords = 6
	const maxRunes = 80

	words := strings.Fields(message)
	if len(words) == 0 {
		return "New Chat"
	}

	truncated := false
	if len(words) > maxWords {
		words = words[:maxWords]
		truncated = true
	}

	title := strings.Join(words, " ")
	if truncated {
		title += "..."
	}

	return subagentTruncateRunes(title, maxRunes)
}

func subagentTruncateRunes(value string, maxRunes int) string {
	if maxRunes <= 0 {
		return ""
	}

	runes := []rune(value)
	if len(runes) <= maxRunes {
		return value
	}

	return string(runes[:maxRunes])
}

func toolJSONResponse(result map[string]any) fantasy.ToolResponse {
	data, err := json.Marshal(result)
	if err != nil {
		return fantasy.NewTextResponse("{}")
	}
	return fantasy.NewTextResponse(string(data))
}

func toolJSONErrorResponse(result map[string]any) fantasy.ToolResponse {
	resp := toolJSONResponse(result)
	resp.IsError = true
	return resp
}