diff --git a/backend/plugins/drivers/driver_inproc_worker/executor.go b/backend/plugins/drivers/driver_inproc_worker/executor.go
new file mode 100644
index 00000000..cff4fe12
--- /dev/null
+++ b/backend/plugins/drivers/driver_inproc_worker/executor.go
@@ -0,0 +1,188 @@
+// Copyright 2026 Arctel.net
+// SPDX-License-Identifier: Apache-2.0
+
+package driver_inproc_worker
+
+import (
+	"context"
+	"errors"
+	"fmt"
+	"sync"
+	"sync/atomic"
+	"time"
+
+	"Wavelet/core/extpoints"
+	"Wavelet/pkg/idgen"
+	"Wavelet/pkg/util"
+)
+
+// TaskMessage represents an in-process task item in the queue.
+type TaskMessage struct {
+	ID        string
+	TaskType  string
+	Payload   []byte
+	Source    string
+	CreatedAt time.Time
+	RetryLeft int
+}
+
+// InprocQueue manages in-memory task queuing and worker pool execution.
+type InprocQueue struct {
+	mu          sync.RWMutex
+	concurrency int
+	queue       chan TaskMessage
+	taskReg     extpoints.TaskExtension
+	running     atomic.Bool
+	stopCh      chan struct{}
+	wg          sync.WaitGroup
+}
+
+// NewInprocQueue creates a new InprocQueue with a given concurrency and queue capacity.
+func NewInprocQueue(concurrency int, queueCap int, taskReg extpoints.TaskExtension) *InprocQueue {
+	if concurrency <= 0 {
+		concurrency = 10
+	}
+	if queueCap <= 0 {
+		queueCap = 1000
+	}
+
+	return &InprocQueue{
+		concurrency: concurrency,
+		queue:       make(chan TaskMessage, queueCap),
+		taskReg:     taskReg,
+		stopCh:      make(chan struct{}),
+	}
+}
+
+// Enqueue puts a new task into the in-process queue.
+func (q *InprocQueue) Enqueue(taskType string, payload []byte, source string) (string, error) {
+	if !q.running.Load() {
+		return "", errors.New("driver_inproc_worker: queue is not running")
+	}
+
+	taskID := fmt.Sprintf("inproc_%d", idgen.NextUint64ID())
+	msg := TaskMessage{
+		ID:        taskID,
+		TaskType:  taskType,
+		Payload:   payload,
+		Source:    source,
+		CreatedAt: time.Now(),
+	}
+
+	if q.taskReg != nil {
+		if td, ok := q.taskReg.Get(taskType); ok {
+			msg.RetryLeft = td.Retry
+		}
+	}
+
+	select {
+	case q.queue <- msg:
+		return taskID, nil
+	default:
+		return "", errors.New("driver_inproc_worker: queue is full")
+	}
+}
+
+// Start begins processing tasks with the worker pool.
+func (q *InprocQueue) Start() {
+	if !q.running.CompareAndSwap(false, true) {
+		return
+	}
+
+	for i := 0; i < q.concurrency; i++ {
+		q.wg.Add(1)
+		util.Go(func() {
+			defer q.wg.Done()
+			q.workerLoop()
+		})
+	}
+}
+
+// Stop gracefully waits for in-flight tasks and shuts down workers.
+func (q *InprocQueue) Stop(ctx context.Context) error {
+	if !q.running.CompareAndSwap(true, false) {
+		return nil
+	}
+
+	close(q.stopCh)
+
+	done := make(chan struct{})
+	util.Go(func() {
+		q.wg.Wait()
+		close(done)
+	})
+
+	select {
+	case <-done:
+		return nil
+	case <-ctx.Done():
+		return ctx.Err()
+	}
+}
+
+func (q *InprocQueue) workerLoop() {
+	for {
+		select {
+		case <-q.stopCh:
+			return
+		case msg, ok := <-q.queue:
+			if !ok {
+				return
+			}
+			q.executeTask(msg)
+		}
+	}
+}
+
+func (q *InprocQueue) executeTask(msg TaskMessage) {
+	if q.taskReg == nil {
+		return
+	}
+
+	td, ok := q.taskReg.Get(msg.TaskType)
+	if !ok {
+		return
+	}
+
+	timeout := td.Timeout
+	if timeout <= 0 {
+		timeout = 5 * time.Minute
+	}
+
+	taskCtx, cancel := context.WithTimeout(context.Background(), timeout)
+	defer cancel()
+
+	err := invokeHandler(taskCtx, td.Handler, msg.Payload)
+	if err != nil && msg.RetryLeft > 0 {
+		msg.RetryLeft--
+		// Retry with backoff
+		util.Go(func() {
+			time.Sleep(500 * time.Millisecond)
+			if q.running.Load() {
+				select {
+				case q.queue <- msg:
+				default:
+				}
+			}
+		})
+	}
+}
+
+func invokeHandler(ctx context.Context, handler any, payload []byte) error {
+	if handler == nil {
+		return errors.New("nil task handler")
+	}
+
+	switch fn := handler.(type) {
+	case func(context.Context, []byte) error:
+		return fn(ctx, payload)
+	case func(context.Context) error:
+		return fn(ctx)
+	case func([]byte) error:
+		return fn(payload)
+	case func() error:
+		return fn()
+	default:
+		return fmt.Errorf("unsupported handler type: %T", handler)
+	}
+}
diff --git a/backend/plugins/drivers/driver_inproc_worker/plugin.go b/backend/plugins/drivers/driver_inproc_worker/plugin.go
new file mode 100644
index 00000000..7cefc09d
--- /dev/null
+++ b/backend/plugins/drivers/driver_inproc_worker/plugin.go
@@ -0,0 +1,145 @@
+// Copyright 2026 Arctel.net
+// SPDX-License-Identifier: Apache-2.0
+
+// Package driver_inproc_worker provides the zero-dependency in-process async worker driver plugin for Cordis.
+package driver_inproc_worker
+
+import (
+	"context"
+	"sync"
+	"time"
+
+	"Wavelet/core"
+)
+
+const (
+	defaultConcurrency     = 10
+	defaultQueueCapacity   = 2000
+	defaultShutdownTimeout = 5 * time.Second
+)
+
+var (
+	globalMu    sync.RWMutex
+	globalQueue *InprocQueue
+)
+
+// DispatchTask enqueues a background task to the active in-process worker queue.
+func DispatchTask(_ context.Context, taskType string, payload []byte, source string) (string, error) {
+	globalMu.RLock()
+	q := globalQueue
+	globalMu.RUnlock()
+
+	if q == nil {
+		return "", nil
+	}
+	return q.Enqueue(taskType, payload, source)
+}
+
+// Option configures the in-process worker driver plugin.
+type Option func(*Plugin)
+
+// WithConcurrency sets the number of concurrent worker goroutines.
+func WithConcurrency(concurrency int) Option {
+	return func(p *Plugin) {
+		p.concurrency = concurrency
+	}
+}
+
+// WithQueueCapacity sets the internal queue buffer capacity.
+func WithQueueCapacity(capacity int) Option {
+	return func(p *Plugin) {
+		p.queueCapacity = capacity
+	}
+}
+
+// WithShutdownTimeout sets the maximum duration to wait for in-flight tasks during graceful shutdown.
+func WithShutdownTimeout(d time.Duration) Option {
+	return func(p *Plugin) {
+		p.shutdownTimeout = d
+	}
+}
+
+// Plugin implements core.Plugin and core.Driver for in-process background worker execution.
+type Plugin struct {
+	concurrency     int
+	queueCapacity   int
+	shutdownTimeout time.Duration
+	coreCtx         *core.Context
+	queue           *InprocQueue
+}
+
+// New creates a new in-process worker driver plugin.
+func New(opts ...Option) *Plugin {
+	p := &Plugin{
+		concurrency:     defaultConcurrency,
+		queueCapacity:   defaultQueueCapacity,
+		shutdownTimeout: defaultShutdownTimeout,
+	}
+	for _, opt := range opts {
+		if opt != nil {
+			opt(p)
+		}
+	}
+	return p
+}
+
+// Name returns the unique identifier of the plugin.
+func (p *Plugin) Name() string {
+	return "driver_inproc_worker"
+}
+
+// Manifest returns the plugin metadata.
+func (p *Plugin) Manifest() core.Manifest {
+	return core.Manifest{
+		Name:        "driver_inproc_worker",
+		Version:     "1.0.0",
+		Description: "Zero-dependency in-process async worker driver plugin",
+		Author:      "Wavelet Team",
+	}
+}
+
+// Apply registers the worker driver into the Context.
+func (p *Plugin) Apply(ctx *core.Context) error {
+	p.coreCtx = ctx
+
+	ctx.OnDispose(func() error {
+		shutdownCtx, cancel := context.WithTimeout(context.Background(), p.shutdownTimeout)
+		defer cancel()
+		return p.Stop(shutdownCtx)
+	})
+
+	return ctx.RegisterDriver(p)
+}
+
+// Type returns DriverTypeWorker.
+func (p *Plugin) Type() core.DriverType {
+	return core.DriverTypeWorker
+}
+
+// Start initiates task consumption.
+func (p *Plugin) Start(_ context.Context) error {
+	if p.queue == nil {
+		p.queue = NewInprocQueue(p.concurrency, p.queueCapacity, p.coreCtx.Tasks())
+	}
+
+	globalMu.Lock()
+	globalQueue = p.queue
+	globalMu.Unlock()
+
+	p.queue.Start()
+	return nil
+}
+
+// Stop gracefully terminates worker processing.
+func (p *Plugin) Stop(ctx context.Context) error {
+	if p.queue != nil {
+		err := p.queue.Stop(ctx)
+		globalMu.Lock()
+		if globalQueue == p.queue {
+			globalQueue = nil
+		}
+		globalMu.Unlock()
+		return err
+	}
+	return nil
+}
diff --git a/backend/plugins/drivers/driver_inproc_worker/plugin_test.go b/backend/plugins/drivers/driver_inproc_worker/plugin_test.go
new file mode 100644
index 00000000..9e1450d5
--- /dev/null
+++ b/backend/plugins/drivers/driver_inproc_worker/plugin_test.go
@@ -0,0 +1,52 @@
+// Copyright 2026 Arctel.net
+// SPDX-License-Identifier: Apache-2.0
+
+package driver_inproc_worker_test
+
+import (
+	"context"
+	"sync/atomic"
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+
+	"Wavelet/core"
+	"Wavelet/core/extpoints"
+	"Wavelet/plugins/drivers/driver_inproc_worker"
+)
+
+func TestInprocWorkerPlugin(t *testing.T) {
+	ctx := core.NewContext(context.Background())
+	p := driver_inproc_worker.New(
+		driver_inproc_worker.WithConcurrency(2),
+		driver_inproc_worker.WithShutdownTimeout(time.Second),
+	)
+
+	assert.Equal(t, "driver_inproc_worker", p.Name())
+	assert.Equal(t, core.DriverTypeWorker, p.Type())
+	require.NoError(t, p.Apply(ctx))
+
+	var executedCount atomic.Int32
+	ctx.Tasks().Register("test:task", func(ctx context.Context, payload []byte) error {
+		executedCount.Add(1)
+		return nil
+	}, extpoints.WithTaskTimeout(2*time.Second))
+
+	// Start worker driver
+	require.NoError(t, p.Start(context.Background()))
+
+	// Enqueue tasks
+	taskID, err := driver_inproc_worker.DispatchTask(context.Background(), "test:task", []byte("hello"), "test")
+	require.NoError(t, err)
+	assert.NotEmpty(t, taskID)
+
+	// Wait for execution
+	require.Eventually(t, func() bool {
+		return executedCount.Load() == 1
+	}, 2*time.Second, 20*time.Millisecond)
+
+	// Stop driver
+	require.NoError(t, p.Stop(context.Background()))
+}