diff --git a/internal/deepseek/client_completion.go b/internal/deepseek/client_completion.go
index 051bffe..d9b65b8 100644
--- a/internal/deepseek/client_completion.go
+++ b/internal/deepseek/client_completion.go
@@ -31,6 +31,7 @@ func (c *Client) CallCompletion(ctx context.Context, a *auth.RequestAuth, payloa
 			if captureSession != nil {
 				resp.Body = captureSession.WrapBody(resp.Body, resp.StatusCode)
 			}
+			resp = c.wrapCompletionWithAutoContinue(ctx, a, payload, resp)
 			return resp, nil
 		}
 		if captureSession != nil {
diff --git a/internal/deepseek/client_continue.go b/internal/deepseek/client_continue.go
new file mode 100644
index 0000000..f5a33c6
--- /dev/null
+++ b/internal/deepseek/client_continue.go
@@ -0,0 +1,240 @@
+package deepseek
+
+import (
+	"bufio"
+	"bytes"
+	"context"
+	"encoding/json"
+	"errors"
+	"io"
+	"net/http"
+	"strings"
+
+	"ds2api/internal/auth"
+	"ds2api/internal/config"
+)
+
+const defaultAutoContinueLimit = 8
+
+type continueOpenFunc func(context.Context, string, int) (*http.Response, error)
+
+type continueState struct {
+	sessionID         string
+	responseMessageID int
+	lastStatus        string
+	finished          bool
+}
+
+// wrapCompletionWithAutoContinue wraps the completion response body so that
+// if the upstream indicates the response is incomplete (WIP / INCOMPLETE /
+// AUTO_CONTINUE), ds2api will automatically call the DeepSeek continue
+// endpoint and splice the continuation SSE stream onto the original.
+// The caller sees a single, seamless SSE stream.
+func (c *Client) wrapCompletionWithAutoContinue(ctx context.Context, a *auth.RequestAuth, payload map[string]any, resp *http.Response) *http.Response {
+	if resp == nil || resp.Body == nil {
+		return resp
+	}
+	sessionID, _ := payload["chat_session_id"].(string)
+	sessionID = strings.TrimSpace(sessionID)
+	if sessionID == "" {
+		return resp
+	}
+	config.Logger.Debug("[auto_continue] wrapping completion response", "session_id", sessionID)
+	resp.Body = newAutoContinueBody(ctx, resp.Body, sessionID, defaultAutoContinueLimit, func(ctx context.Context, sessionID string, responseMessageID int) (*http.Response, error) {
+		return c.callContinue(ctx, a, sessionID, responseMessageID)
+	})
+	return resp
+}
+
+// callContinue sends a continue request to DeepSeek to resume generation.
+func (c *Client) callContinue(ctx context.Context, a *auth.RequestAuth, sessionID string, responseMessageID int) (*http.Response, error) {
+	if strings.TrimSpace(sessionID) == "" || responseMessageID <= 0 {
+		return nil, errors.New("missing continue identifiers")
+	}
+	headers := c.authHeaders(a.DeepSeekToken)
+	payload := map[string]any{
+		"chat_session_id":    sessionID,
+		"message_id":         responseMessageID,
+		"fallback_to_resume": true,
+	}
+	config.Logger.Info("[auto_continue] calling continue", "session_id", sessionID, "message_id", responseMessageID)
+	captureSession := c.capture.Start("deepseek_continue", DeepSeekContinueURL, a.AccountID, payload)
+	resp, err := c.streamPost(ctx, DeepSeekContinueURL, headers, payload)
+	if err != nil {
+		return nil, err
+	}
+	if captureSession != nil {
+		resp.Body = captureSession.WrapBody(resp.Body, resp.StatusCode)
+	}
+	if resp.StatusCode != http.StatusOK {
+		_ = resp.Body.Close()
+		return nil, errors.New("continue failed")
+	}
+	return resp, nil
+}
+
+// newAutoContinueBody returns a new ReadCloser that transparently pumps
+// continuation rounds via an io.Pipe.
+func newAutoContinueBody(ctx context.Context, initial io.ReadCloser, sessionID string, maxRounds int, openContinue continueOpenFunc) io.ReadCloser {
+	if initial == nil || strings.TrimSpace(sessionID) == "" || openContinue == nil {
+		return initial
+	}
+	if maxRounds <= 0 {
+		maxRounds = defaultAutoContinueLimit
+	}
+	pr, pw := io.Pipe()
+	go pumpAutoContinue(ctx, pw, initial, continueState{sessionID: sessionID}, maxRounds, openContinue)
+	return pr
+}
+
+// pumpAutoContinue is the goroutine that drives the auto-continue loop.
+// It reads the initial SSE body, checks whether a continue is required,
+// and if so opens a new continue stream and splices it onto the pipe writer.
+func pumpAutoContinue(ctx context.Context, pw *io.PipeWriter, initial io.ReadCloser, state continueState, maxRounds int, openContinue continueOpenFunc) {
+	defer func() { _ = pw.Close() }()
+	current := initial
+	rounds := 0
+	for {
+		hadDone, err := streamBodyWithContinueState(ctx, pw, current, &state)
+		_ = current.Close()
+		if err != nil {
+			_ = pw.CloseWithError(err)
+			return
+		}
+		if state.shouldContinue() && rounds < maxRounds {
+			rounds++
+			config.Logger.Info("[auto_continue] continuing", "round", rounds, "session_id", state.sessionID, "message_id", state.responseMessageID, "status", state.lastStatus)
+			nextResp, err := openContinue(ctx, state.sessionID, state.responseMessageID)
+			if err != nil {
+				config.Logger.Warn("[auto_continue] continue request failed", "round", rounds, "error", err)
+				_ = pw.CloseWithError(err)
+				return
+			}
+			current = nextResp.Body
+			state.prepareForNextRound()
+			continue
+		}
+		// Emit the final [DONE] sentinel if the upstream had one.
+		if hadDone {
+			if _, err := io.Copy(pw, bytes.NewBufferString("data: [DONE]\n")); err != nil {
+				_ = pw.CloseWithError(err)
+			}
+		}
+		return
+	}
+}
+
+// streamBodyWithContinueState scans an SSE body line-by-line, writing each
+// line through to pw while observing state signals. Intermediate [DONE]
+// sentinels are consumed (not forwarded) so that the downstream only sees
+// one final [DONE] at the very end.
+func streamBodyWithContinueState(ctx context.Context, pw *io.PipeWriter, body io.Reader, state *continueState) (bool, error) {
+	scanner := bufio.NewScanner(body)
+	scanner.Buffer(make([]byte, 0, 64*1024), 2*1024*1024)
+	hadDone := false
+	for scanner.Scan() {
+		select {
+		case <-ctx.Done():
+			return hadDone, ctx.Err()
+		default:
+		}
+		line := append([]byte{}, scanner.Bytes()...)
+		trimmed := strings.TrimSpace(string(line))
+		if trimmed == "" {
+			continue
+		}
+		if strings.HasPrefix(trimmed, "data:") {
+			data := strings.TrimSpace(strings.TrimPrefix(trimmed, "data:"))
+			if data == "[DONE]" {
+				hadDone = true
+				continue
+			}
+			state.observe(data)
+		}
+		if _, err := io.Copy(pw, bytes.NewReader(append(line, '\n'))); err != nil {
+			return hadDone, err
+		}
+	}
+	return hadDone, scanner.Err()
+}
+
+// observe extracts continue-relevant signals from an SSE JSON chunk.
+func (s *continueState) observe(data string) {
+	if s == nil || strings.TrimSpace(data) == "" {
+		return
+	}
+	var chunk map[string]any
+	if err := json.Unmarshal([]byte(data), &chunk); err != nil {
+		return
+	}
+	// Top-level response_message_id
+	if id := intFrom(chunk["response_message_id"]); id > 0 {
+		s.responseMessageID = id
+	}
+	// Path-based status: {"p": "response/status", "v": "FINISHED"}
+	if p, _ := chunk["p"].(string); p == "response/status" {
+		if status, _ := chunk["v"].(string); status != "" {
+			s.lastStatus = strings.TrimSpace(status)
+			if strings.EqualFold(s.lastStatus, "FINISHED") {
+				s.finished = true
+			}
+		}
+	}
+	// Nested v.response
+	v, _ := chunk["v"].(map[string]any)
+	if response, _ := v["response"].(map[string]any); response != nil {
+		if id := intFrom(response["message_id"]); id > 0 {
+			s.responseMessageID = id
+		}
+		if status, _ := response["status"].(string); status != "" {
+			s.lastStatus = strings.TrimSpace(status)
+			if strings.EqualFold(s.lastStatus, "FINISHED") {
+				s.finished = true
+			}
+		}
+		if autoContinue, ok := response["auto_continue"].(bool); ok && autoContinue {
+			s.lastStatus = "AUTO_CONTINUE"
+		}
+	}
+	// Nested message.response
+	if message, _ := chunk["message"].(map[string]any); message != nil {
+		if response, _ := message["response"].(map[string]any); response != nil {
+			if id := intFrom(response["message_id"]); id > 0 {
+				s.responseMessageID = id
+			}
+			if status, _ := response["status"].(string); status != "" {
+				s.lastStatus = strings.TrimSpace(status)
+				if strings.EqualFold(s.lastStatus, "FINISHED") {
+					s.finished = true
+				}
+			}
+		}
+	}
+}
+
+// shouldContinue returns true when the upstream indicates the response is
+// not yet finished and we have enough information to issue a continue request.
+func (s *continueState) shouldContinue() bool {
+	if s == nil {
+		return false
+	}
+	if s.finished || s.responseMessageID <= 0 || strings.TrimSpace(s.sessionID) == "" {
+		return false
+	}
+	switch strings.ToUpper(strings.TrimSpace(s.lastStatus)) {
+	case "WIP", "INCOMPLETE", "AUTO_CONTINUE":
+		return true
+	default:
+		return false
+	}
+}
+
+// prepareForNextRound resets ephemeral state before processing the next
+// continuation stream.
+func (s *continueState) prepareForNextRound() {
+	if s == nil {
+		return
+	}
+	s.finished = false
+	s.lastStatus = ""
+}
diff --git a/internal/deepseek/constants.go b/internal/deepseek/constants.go
index f35332a..bd7c858 100644
--- a/internal/deepseek/constants.go
+++ b/internal/deepseek/constants.go
@@ -11,6 +11,7 @@ const (
 	DeepSeekCreateSessionURL = "https://chat.deepseek.com/api/v0/chat_session/create"
 	DeepSeekCreatePowURL     = "https://chat.deepseek.com/api/v0/chat/create_pow_challenge"
 	DeepSeekCompletionURL    = "https://chat.deepseek.com/api/v0/chat/completion"
+	DeepSeekContinueURL      = "https://chat.deepseek.com/api/v0/chat/continue"
 	DeepSeekFetchSessionURL  = "https://chat.deepseek.com/api/v0/chat_session/fetch_page"
 	DeepSeekDeleteSessionURL     = "https://chat.deepseek.com/api/v0/chat_session/delete"
 	DeepSeekDeleteAllSessionsURL = "https://chat.deepseek.com/api/v0/chat_session/delete_all"