diff --git a/internal/plugin/cabi/loader.go b/internal/plugin/cabi/loader.go
new file mode 100644
index 0000000..68c5d19
--- /dev/null
+++ b/internal/plugin/cabi/loader.go
@@ -0,0 +1,262 @@
+package cabi
+
+/*
+#cgo LDFLAGS: -ldl
+#include <dlfcn.h>
+#include <stdlib.h>
+#include <string.h>
+
+// PluginAPI struct (mirrors plugin ABI)
+typedef struct {
+    int version;
+    int version_min;
+    int (*init_plugin)(char*, char*, char**);
+    int (*start_plugin)(void*, int, char**);
+    int (*stop_plugin)(char**);
+    int (*invoke_tool)(char*, char*, char**, char**);
+    int (*invoke_stage)(char*, char*, char**);
+    int (*invoke_output)(char*, char*, char*, char**);
+    void (*free_string)(char*);
+    int (*get_tool_defs)(char**);
+    int (*get_stages)(char**);
+    int (*get_channels)(char**);
+} plugin_api_t;
+
+// CoreAPI struct (implemented by core, passed to plugin)
+typedef struct {
+    int version;
+    int version_min;
+    int (*register_tool)(char*, char*, char**);
+    int (*register_stage)(char*, int, char**);
+    int (*register_output_channel)(char*, int, char*, int, char**);
+    int (*register_plugin_api)(char*, char**);
+    int (*inject_text)(char*, char*, char*, char**);
+    int (*inject_interrupt_text)(char*, char*, char*, char**);
+    int (*inject_text_no_memory)(char*, char*, char*, char**);
+    int (*set_auto_restart)(int, char**);
+    int (*memory_recall)(char*, int, char**, char**);
+    int (*memory_commit)(char*, char**);
+    int (*memory_introspect)(char**, char**);
+    int (*memory_merge)(char*, char*, char**);
+    int (*memory_purge)(char*, int, char**);
+    int (*doc_query)(char*, int, char**, char**);
+    int (*knowledge_search)(char*, int, char**, char**);
+    int (*settings_get)(char*, char**, char**);
+    int (*settings_set)(char*, char*, char**);
+    int (*settings_register_def)(char*, char**);
+    int (*llm_list_sources)(char**, char**);
+    int (*llm_set_source)(char*, char**);
+    int (*social_get_person)(char*, char**, char**);
+    int (*social_get_network)(char*, int, char**, char**);
+    int (*subscribe)(char*, int, char**);
+    int (*unsubscribe)(char*, int, char**);
+    void (*free_string)(char*);
+} core_api_t;
+
+// libHandle wraps a dlopen handle
+typedef void* libHandle;
+
+libHandle lib_open(const char* path) {
+    return dlopen(path, RTLD_NOW | RTLD_LOCAL);
+}
+
+plugin_api_t* lib_get_api(libHandle h) {
+    plugin_api_t* (*fn)(void);
+    *(void**)(&fn) = dlsym(h, "plugin_init");
+    if (!fn) return NULL;
+    return fn();
+}
+
+void lib_close(libHandle h) {
+    dlclose(h);
+}
+
+char* lib_get_error(void) {
+    return dlerror();
+}
+
+void api_free_string(plugin_api_t* api, char* ptr) {
+    if (api && api->free_string) api->free_string(ptr);
+}
+
+int call_init_plugin(plugin_api_t* api, char* name, char* config, char** err) { return api->init_plugin(name, config, err); }
+int call_start_plugin(plugin_api_t* api, void* core, int ver, char** err) { return api->start_plugin(core, ver, err); }
+int call_stop_plugin(plugin_api_t* api, char** err) { return api->stop_plugin(err); }
+int call_get_tool_defs(plugin_api_t* api, char** r) { return api->get_tool_defs(r); }
+int call_get_stages(plugin_api_t* api, char** r) { return api->get_stages(r); }
+int call_get_channels(plugin_api_t* api, char** r) { return api->get_channels(r); }
+int call_invoke_tool(plugin_api_t* api, char* n, char* a, char** r, char** e) { return api->invoke_tool(n, a, r, e); }
+int call_invoke_stage(plugin_api_t* api, char* s, char* c, char** e) { return api->invoke_stage(s, c, e); }
+int call_invoke_output(plugin_api_t* api, char* c, char* m, char* p, char** e) { return api->invoke_output(c, m, p, e); }
+*/
+import "C"
+import (
+	"encoding/json"
+	"fmt"
+	"unsafe"
+)
+
+// Handle represents a loaded C ABI plugin.
+type Handle struct {
+	soPath string
+	lib    C.libHandle
+	api    *C.plugin_api_t
+}
+
+// Load opens a .so plugin and initializes it via the C ABI.
+func Load(soPath, name string, config map[string]interface{}) (*Handle, error) {
+	cPath := C.CString(soPath)
+	defer C.free(unsafe.Pointer(cPath))
+
+	lib := C.lib_open(cPath)
+	if lib == nil {
+		errStr := C.GoString(C.lib_get_error())
+		return nil, fmt.Errorf("dlopen %s: %s", soPath, errStr)
+	}
+
+	api := C.lib_get_api(lib)
+	if api == nil {
+		C.lib_close(lib)
+		errStr := C.GoString(C.lib_get_error())
+		return nil, fmt.Errorf("dlsym plugin_init in %s: %s", soPath, errStr)
+	}
+
+	if int(api.version) < ABIVersionMin {
+		C.lib_close(lib)
+		return nil, fmt.Errorf("plugin %s ABI version %d < minimum %d", name, int(api.version), ABIVersionMin)
+	}
+
+	handle := &Handle{soPath: soPath, lib: lib, api: api}
+
+	// Initialize plugin
+	configJSON, _ := json.Marshal(config)
+	cName := C.CString(name)
+	cConfig := C.CString(string(configJSON))
+	var initErr *C.char
+	defer C.free(unsafe.Pointer(cName))
+	defer C.free(unsafe.Pointer(cConfig))
+
+	if ret := C.int(C.call_init_plugin(api, cName, cConfig, &initErr)); ret != 0 {
+		errMsg := ""
+		if initErr != nil {
+			errMsg = C.GoString(initErr)
+			C.api_free_string(api, initErr)
+		}
+		handle.Close()
+		return nil, fmt.Errorf("init_plugin %s: %s", name, errMsg)
+	}
+
+	return handle, nil
+}
+
+// Start calls the plugin's Start with a CoreAPI pointer.
+func (h *Handle) Start(corePtr unsafe.Pointer) error {
+	if ret := C.int(C.call_start_plugin(h.api, corePtr, C.int(ABIVersion), nil)); ret != 0 {
+		return fmt.Errorf("start_plugin failed")
+	}
+	return nil
+}
+
+// Stop calls the plugin's Stop.
+func (h *Handle) Stop() error {
+	if ret := C.int(C.call_stop_plugin(h.api, nil)); ret != 0 {
+		return fmt.Errorf("stop_plugin failed")
+	}
+	return nil
+}
+
+// GetToolDefs returns the tool definitions registered by the plugin during Start.
+func (h *Handle) GetToolDefs() ([]json.RawMessage, error) {
+	var result *C.char
+	if ret := C.int(C.call_get_tool_defs(h.api, &result)); ret != 0 || result == nil {
+		return nil, nil
+	}
+	defer C.api_free_string(h.api, result)
+	var defs []json.RawMessage
+	if err := json.Unmarshal([]byte(C.GoString(result)), &defs); err != nil {
+		return nil, err
+	}
+	return defs, nil
+}
+
+// GetStages returns stage names registered by the plugin.
+func (h *Handle) GetStages() ([]string, error) {
+	var result *C.char
+	if ret := C.int(C.call_get_stages(h.api, &result)); ret != 0 || result == nil {
+		return nil, nil
+	}
+	defer C.api_free_string(h.api, result)
+	var stages []string
+	if err := json.Unmarshal([]byte(C.GoString(result)), &stages); err != nil {
+		return nil, err
+	}
+	return stages, nil
+}
+
+// GetChannels returns output channel registrations.
+func (h *Handle) GetChannels() ([]channelInfo, error) {
+	var result *C.char
+	if ret := C.int(C.call_get_channels(h.api, &result)); ret != 0 || result == nil {
+		return nil, nil
+	}
+	defer C.api_free_string(h.api, result)
+	var channels []channelInfo
+	if err := json.Unmarshal([]byte(C.GoString(result)), &channels); err != nil {
+		return nil, err
+	}
+	return channels, nil
+}
+
+type channelInfo struct {
+	Name string `json:"name"`
+	Caps int    `json:"caps"`
+	Desc string `json:"desc"`
+}
+
+// InvokeTool calls a tool handler in the plugin.
+func (h *Handle) InvokeTool(name string, args map[string]interface{}) (map[string]interface{}, error) {
+	argsJSON, _ := json.Marshal(args)
+	cName := C.CString(name)
+	cArgs := C.CString(string(argsJSON))
+	var result, cErr *C.char
+	defer C.free(unsafe.Pointer(cName))
+	defer C.free(unsafe.Pointer(cArgs))
+
+	if ret := C.int(C.call_invoke_tool(h.api, cName, cArgs, &result, &cErr)); ret != 0 {
+		errMsg := ""
+		if cErr != nil {
+			errMsg = C.GoString(cErr)
+			C.api_free_string(h.api, cErr)
+		}
+		return nil, fmt.Errorf("invoke_tool %s: %s", name, errMsg)
+	}
+	if result == nil {
+		return nil, nil
+	}
+	defer C.api_free_string(h.api, result)
+	var r map[string]interface{}
+	if err := json.Unmarshal([]byte(C.GoString(result)), &r); err != nil {
+		return nil, err
+	}
+	return r, nil
+}
+
+// InvokeStage calls a stage handler in the plugin.
+func (h *Handle) InvokeStage(stage, ctxJSON string) error {
+	cStage := C.CString(stage)
+	cCtx := C.CString(ctxJSON)
+	defer C.free(unsafe.Pointer(cStage))
+	defer C.free(unsafe.Pointer(cCtx))
+	if ret := C.int(C.call_invoke_stage(h.api, cStage, cCtx, nil)); ret != 0 {
+		return fmt.Errorf("invoke_stage %s failed", stage)
+	}
+	return nil
+}
+
+// Close unloads the plugin library.
+func (h *Handle) Close() {
+	if h.lib != nil {
+		C.lib_close(h.lib)
+		h.lib = nil
+	}
+}
diff --git a/internal/plugin/cabi/types.go b/internal/plugin/cabi/types.go
new file mode 100644
index 0000000..70cd229
--- /dev/null
+++ b/internal/plugin/cabi/types.go
@@ -0,0 +1,36 @@
+package cabi
+
+// ABI version constants
+const (
+	ABIVersion    = 1
+	ABIVersionMin = 1
+)
+
+// Dispatch method IDs (mirrors the plugin side constants)
+const (
+	CoreRegisterTool        = 1
+	CoreRegisterStage       = 2
+	CoreRegisterOutputCh    = 3
+	CoreRegisterPluginAPI   = 4
+	CoreInjectText          = 5
+	CoreInjectInterruptText = 6
+	CoreInjectTextNoMemory  = 7
+	CoreSetAutoRestart      = 8
+	CoreMemoryRecall        = 9
+	CoreMemoryCommit        = 10
+	CoreMemoryIntrospect    = 11
+	CoreMemoryMerge         = 12
+	CoreMemoryPurge         = 13
+	CoreDocQuery            = 14
+	CoreKnowledgeSearch     = 15
+	CoreSettingsGet         = 16
+	CoreSettingsSet         = 17
+	CoreSettingsRegisterDef = 18
+	CoreLLMListSources      = 19
+	CoreLLMSetSource        = 20
+	CoreSocialGetPerson     = 21
+	CoreSocialGetNetwork    = 22
+	CoreSubscribe           = 23
+	CoreUnsubscribe         = 24
+	CoreFreeString          = 25
+)
diff --git a/internal/plugin/dynamic.go b/internal/plugin/dynamic.go
index f80bae5..2ca7225 100644
--- a/internal/plugin/dynamic.go
+++ b/internal/plugin/dynamic.go
@@ -9,9 +9,12 @@ import (
 	"path/filepath"
 	"plugin"
 	"reflect"
+	"unsafe"
 
 	sdk "gitcode.com/JianFeeeee/HomeAgent/internal/sdk"
 	pubsdk "gitcode.com/JianFeeeee/homeagent-sdk/sdk"
+
+	"gitcode.com/JianFeeeee/HomeAgent/internal/plugin/cabi"
 )
 
 // .so 插件必须导出函数 NewPlugin，签名与 NativeFactory 一致：
@@ -50,15 +53,86 @@ func readManifest(dir string) *PluginManifest {
 	return &m
 }
 
-// tryLoadSO 尝试从插件目录加载 plugin.so（Go plugin -buildmode=plugin）。
-// 返回 nil,nil 表示目录中没有 plugin.so。
+// cabiPlugin wraps a C ABI loaded plugin (.so via -buildmode=c-shared).
+type cabiPlugin struct {
+	name   string
+	handle *cabi.Handle
+}
+
+func (p *cabiPlugin) Name() string { return p.name }
+func (p *cabiPlugin) Start(s *sdk.PluginSDK) error {
+	// Build CoreAPI from the provided PluginSDK and pass to plugin
+	corePtr := buildCoreAPI(s, p.name)
+	if err := p.handle.Start(corePtr); err != nil {
+		return err
+	}
+
+	// Discover tools/stages/channels registered by the plugin during Start
+	defs, _ := p.handle.GetToolDefs()
+	for _, d := range defs {
+		var td pubsdk.ToolDef
+		if err := json.Unmarshal(d, &td); err != nil {
+			continue
+		}
+		toolName := td.Name
+		td.Plugin = p.name
+		s.RegisterTool(toolName, sdk.ToolDef{
+			Name:        toolName,
+			Description: td.Description,
+			Parameters:  td.Parameters,
+			Plugin:      p.name,
+		}, makeCABIHandler(p.handle, toolName))
+	}
+
+	stages, _ := p.handle.GetStages()
+	for _, stage := range stages {
+		st := sdk.Stage(stage)
+		s.RegisterStage(st, func(sc *sdk.StageContext) error {
+			ctxJSON, _ := json.Marshal(map[string]interface{}{
+				"raw_message": sc.RawMessage,
+				"user_id":     sc.UserID,
+				"phase":       string(sc.Phase),
+			})
+			return p.handle.InvokeStage(stage, string(ctxJSON))
+		})
+	}
+
+	return nil
+}
+
+func (p *cabiPlugin) Stop() error {
+	p.handle.Close()
+	return nil
+}
+
+func makeCABIHandler(handle *cabi.Handle, toolName string) sdk.ToolHandler {
+	return func(args map[string]interface{}) (interface{}, error) {
+		return handle.InvokeTool(toolName, args)
+	}
+}
+
+// buildCoreAPI creates a C-compatible CoreAPI function table from a PluginSDK.
+// Returns an unsafe.Pointer to a C-allocated struct.
+// TODO: implement CoreAPI dispatch that calls back into the Go PluginSDK
+func buildCoreAPI(s *sdk.PluginSDK, pluginName string) unsafe.Pointer {
+	return unsafe.Pointer(nil) // placeholder - will be implemented in core dispatch
+}
+
+// tryLoadSO 尝试从插件目录加载 plugin.so。
+// 优先尝试 C ABI 加载（-buildmode=c-shared），失败时回退到 Go plugin.Open。
 func tryLoadSO(dir, name string, config map[string]interface{}) (sdk.Plugin, error) {
 	soPath := filepath.Join(dir, soEntry)
 	if _, err := os.Stat(soPath); os.IsNotExist(err) {
 		return nil, nil
 	}
 
-	// 复制到临时路径以绕过 Go plugin.Open 的路径缓存
+	// Try C ABI first
+	handle, err := cabi.Load(soPath, name, config)
+	if err == nil {
+		return &cabiPlugin{name: name, handle: handle}, nil
+	}
+
+	// Fall back to Go plugin.Open
 	data, err := os.ReadFile(soPath)
 	if err != nil {
 		return nil, fmt.Errorf("read %s: %w", soPath, err)
@@ -87,14 +161,7 @@ func tryLoadSO(dir, name string, config map[string]interface{}) (sdk.Plugin, err
 		return nil, fmt.Errorf("NewPlugin in %s is not a function (type=%T)", soPath, sym)
 	}
 	if rv.Type().NumIn() != 2 || rv.Type().NumOut() != 2 {
-		return nil, fmt.Errorf("NewPlugin in %s has wrong arity: type=%s in=%d out=%d", soPath, rv.Type().String(), rv.Type().NumIn(), rv.Type().NumOut())
-	}
-	arg0 := rv.Type().In(0)
-	arg1 := rv.Type().In(1)
-	out0 := rv.Type().Out(0)
-	out1 := rv.Type().Out(1)
-	if arg0.Kind() != reflect.String || arg1.Kind() != reflect.Map || out1.String() != "error" {
-		return nil, fmt.Errorf("NewPlugin in %s signature mismatch: type=%s arg0=%s arg1=%s out0=%s out1=%s", soPath, rv.Type().String(), arg0.String(), arg1.String(), out0.String(), out1.String())
+		return nil, fmt.Errorf("NewPlugin in %s has wrong arity", soPath)
 	}
 	outs := rv.Call([]reflect.Value{reflect.ValueOf(name), reflect.ValueOf(config)})
 	if len(outs) != 2 {
@@ -108,7 +175,7 @@ func tryLoadSO(dir, name string, config map[string]interface{}) (sdk.Plugin, err
 	}
 	plg, ok := outs[0].Interface().(pubsdk.Plugin)
 	if !ok {
-		return nil, fmt.Errorf("NewPlugin in %s returned value that does not implement pubsdk.Plugin", soPath)
+		return nil, fmt.Errorf("NewPlugin in %s does not implement pubsdk.Plugin", soPath)
 	}
 
 	return &dynamicPlugin{name: name, impl: plg}, nil
diff --git a/plan.md b/plan.md
new file mode 100644
index 0000000..4ef814e
--- /dev/null
+++ b/plan.md
@@ -0,0 +1,217 @@
+# C ABI 插件桥接计划
+
+## 问题
+
+Go `-buildmode=plugin` 要求插件的所有 Go 依赖（包括标准库）与核心编译版本完全一致，导致：
+- 核心升级 Go 版本 → 所有插件必须重新编译
+- 不同环境下编译的插件无法加载
+- 插件开发者必须与核心使用完全相同的构建环境
+
+## 方案
+
+完全采用 C ABI 作为插件和核心的通信层，彻底摒弃 Go `-buildmode=plugin`。
+
+```
+┌──────────────────────┐
+│  核心 (编译时)        │
+│  ├── 内部插件         │ ← init() 自注册，纯 Go，伴随核心编译
+│  └── 核心逻辑         │
+├──────────────────────┤
+│  外部插件 (运行时)     │
+│  ┌──────────────────┐│
+│  │  插件 Go 代码     ││ ← 插件开发者写 Go，接口不变
+│  ├──────────────────┤│
+│  │  SDK Go Wrapper  ││ ← 序列化/反序列化，隐藏 C ABI
+│  ├──────────────────┤│
+│  │  C ABI 函数表     ││ ← 唯一的共享 ABI，版本隔离层
+│  ├──────────────────┤│
+│  │  核心 C 接收层    ││ ← dlopen + dispatch → 内部 API
+│  └──────────────────┘│
+└──────────────────────┘
+```
+
+外部插件统一走 `-buildmode=c-shared`，编译为 C ABI `.so`，核心通过 `dlopen` 加载。
+
+---
+
+## 阶段一：C ABI 函数表定义（SDK 仓库）
+
+**位置**：`homeagent-sdk/tools/plugindev/templates.go`（新建 C ABI 模板，独立于现有 Windows `tmplBridge`）
+
+- [ ] 1.1 定义 C ABI 函数表结构体 `HomeAgentCABI`（C 代码）
+- [ ] 1.2 核心→插件方向（核心调插件）：
+  - `init_plugin(name, config_json) → error_json`
+  - `start_plugin(sdk_table, version) → error_json`
+  - `stop_plugin() → error_json`
+  - `invoke_tool(name, args_json) → result_json`
+  - `invoke_stage(stage, ctx_json) → error_json`
+  - `free_string(ptr)` — 释放插件返回的 C 字符串
+- [ ] 1.3 插件→核心方向（插件调核心，通过 `sdk_table` 传入）：
+  - `register_tool(name, def_json, handler_id) → error_json`
+  - `register_stage(stage, handler_id) → error_json`
+  - `register_output_channel(name, caps, desc, handler_id) → error_json`
+  - `inject_text(source, channel, text) → error_json`
+  - `inject_interrupt_text(source, channel, text) → error_json`
+  - `memory_recall(query, depth) → result_json`
+  - `memory_commit(triples_json) → error_json`
+  - `memory_introspect() → result_json`
+  - `doc_query(text, topK) → result_json`
+  - `knowledge_search(query, topK) → result_json`
+  - `settings_get(key) → value_json`
+  - `settings_set(key, value_json) → error_json`
+  - `llm_list_sources() → result_json`
+  - `social_get_person(name) → result_json`
+  - `subscribe(event_type, handler_id) → error_json`
+  - `free_string(ptr)` — 释放核心返回的 C 字符串
+- [ ] 1.4 定义回调 dispatch 机制（插件侧注册，核心侧触发）：
+  - `tool_handler(handler_id, args_json) → result_json`
+  - `stage_handler(handler_id, ctx_json) → error_json`
+  - `output_handler(handler_id, msg_type, payload_json) → error_json`
+  - `event_handler(handler_id, event_json) → error_json`
+- [ ] 1.5 入口导出：
+  ```c
+  extern HomeAgentCABI* plugin_init(void);
+  ```
+- [ ] 1.6 生成的 C 桥代码放入 `tmplCABIBridge`，与现有 Windows `tmplBridge` 独立
+
+---
+
+## 阶段二：核心侧 C ABI 加载器
+
+**位置**：`HomeAgent/internal/plugin/cabi/`
+
+- [ ] 2.1 创建 `internal/plugin/cabi/types.go`
+  - ABI 版本号常量
+  - `PluginHandle` 结构（封装 `dlopen` handle + C 函数表指针）
+  - 返回/错误结构体定义
+- [ ] 2.2 创建 `internal/plugin/cabi/bridge.go`
+  - 核心侧暴露给插件的 C 函数表
+  - 每个函数：接收 JSON → 反序列化 → 调内部 API → 序列化返回
+  - 回调注册表：handler_id → Go 回调函数的映射
+- [ ] 2.3 创建 `internal/plugin/cabi/loader.go`
+  - `Load(path string) (*PluginHandle, error)`：
+    1. `dlopen(path, RTLD_NOW|RTLD_LOCAL)`
+    2. `dlsym("plugin_init")` → 获取 C 函数表指针
+    3. 检查 version 兼容性
+    4. 初始化：`init_plugin(name, config)` → `start_plugin(sdk_table)`
+  - `Unload(handle *PluginHandle) error`：
+    1. `stop_plugin()`
+    2. `dlclose`
+- [ ] 2.4 创建 `internal/plugin/cabi/sdk_stub.go`
+  - 核心侧接收插件 SDK 调用的 dispatch 层
+  - 每个 dispatch 对应一个 PluginSDK 方法
+- [ ] 2.5 序列化辅助函数
+  - `MarshalJSON / UnmarshalJSON / FreeCString`
+
+---
+
+## 阶段三：核心注册器集成
+
+**位置**：`HomeAgent/internal/plugin/registry.go`
+
+- [ ] 3.1 内部插件路径不变（`RegisterFactory` → `init()` 自注册，编译进内核）
+- [ ] 3.2 外部插件加载改为 C ABI：
+  ```
+  func loadExternalPlugin(path string) (sdk.Plugin, error) {
+      return cabi.Load(path)
+  }
+  ```
+- [ ] 3.3 实现 `cabiPlugin` 适配器（实现 `sdk.Plugin` 接口）：
+  - `Name()` → 从 manifest 读取
+  - `Start(sdk)` → 核心创建 PluginSDK 实例传入 C ABI
+  - `Stop()` → 调用 `stop_plugin`
+- [ ] 3.4 移除 Go `plugin.Open` / `Lookup` 代码路径（仅影响外部插件加载）
+- [ ] 3.5 动态插件结果验证：加载 / 调用工具 / 卸载全流程测试
+
+---
+
+## 阶段四：SDK 侧 C ABI dispatch
+
+**位置**：`homeagent-sdk/sdk/plugin.go` + 新增 `sdk/cabi.go`
+
+- [ ] 4.1 创建 `sdk/cabi.go`
+  - 定义 C ABI dispatch 结构体和客户端
+  - 序列化/反序列化辅助函数
+  - 回调注册表（handler_id → handler 映射）
+- [ ] 4.2 修改 `PluginSDK` 结构，移除所有 Go 接口引用，改为 C ABI dispatch：
+  ```go
+  type PluginSDK struct {
+      abi  *CABI
+  }
+
+  func (s *PluginSDK) RegisterTool(name string, def ToolDef, handler ToolHandler) error {
+      // register handler in callback table → get handler_id
+      // marshal(def) → call("register_tool", name, def_json, handler_id) → unmarshal result
+  }
+  ```
+- [ ] 4.3 入口函数导出：
+  ```go
+  //export plugin_init
+  func plugin_init() *C.HomeAgentCABI {
+      return &C.HomeAgentCABI{...}
+  }
+  ```
+- [ ] 4.4 构建约束：
+  - `//go:build cgo` — 所有调用 cgo 的代码
+  - plugin 入口文件 `main.go` 去掉 `!windows` 约束
+
+---
+
+## 阶段五：plugindev 工具链适配
+
+**位置**：`homeagent-sdk/tools/plugindev/`
+
+- [ ] 5.1 `cmd_build.go` — Linux/macOS 默认 `-buildmode=c-shared`：
+  ```go
+  // 不再有 -buildmode=plugin 选项
+  // 默认 target=linux/amd64 → -buildmode=c-shared → plugin.so + C ABI bridge
+  // Windows → -buildmode=c-shared → plugin.dll + C ABI bridge
+  ```
+- [ ] 5.2 `cmd_init.go` — 生成的 `plg.json` 不再包含 `abi` 字段（统一 C ABI）
+- [ ] 5.3 `templates.go` — 移除 `tmplBridge`（Windows 专用）与 `tmplCABIBridge` 合并为统一桥
+- [ ] 5.4 移除现有的 `//go:build !windows || !cgo` / `//go:build windows && cgo` 分支
+
+---
+
+## 阶段六：示例插件迁移
+
+- [ ] 6.1 逐个验证所有 example 插件在 C ABI 模式下编译通过
+- [ ] 6.2 部署测试：编译 → 安装 → 加载 → 功能验证
+- [ ] 6.3 压力测试：反复加载/卸载 / 并发工具调用
+
+---
+
+## 阶段七：文档
+
+- [ ] 7.1 更新 `homeagent-sdk/README.md` — 构建说明
+- [ ] 7.2 更新核心 `docs/zh/PLUGIN_DEV.md` 和 `docs/en/PLUGIN_DEV.md`
+- [ ] 7.3 更新核心 `docs/zh/ARCHITECTURE.md` 和 `docs/en/ARCHITECTURE.md`
+- [ ] 7.4 移除所有关于 Go plugin 的文档描述
+
+---
+
+## 向后兼容策略
+
+因零存量，无需兼容旧格式。C ABI 版本号仅用于核心和插件间的接口协商。
+
+```c
+typedef struct {
+    int version;              // ABI 版本号
+    int version_min;          // 兼容的最低版本号
+    // ... 函数指针表
+} HomeAgentCABI;
+```
+
+加载时：
+- 核心 `version >= plugin.version_min` → 加载
+- 核心 `version < plugin.version_min` → 拒绝加载，报明确错误信息
+
+---
+
+## 风险与权衡
+
+| 风险 | 缓解 |
+|------|------|
+| C ABI 序列化开销（JSON 编解码） | 非性能关键路径，可接受；后期可切 MessagePack |
+| cgo 调用开销（~1-2µs/次） | 相对于 LLM 调用（秒级）可忽略 |
+| 回调桥接（ToolDef.Handler 从插件侧回调核心） | handler ID 表 + goroutine 桥接 |