rucora 0.1.5

High-performance, type-safe LLM agent framework with built-in tools and multi-provider support
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
//! 工具注册表模块
//!
//! # 概述
//!
//! `ToolRegistry` 是 Agent 中管理所有可用工具的核心组件。
//! 它支持从多种来源注册工具,并提供丰富的查询和过滤功能。
//!
//! # 主要特性
//!
//! - **多来源支持**: 支持内置工具、Skills、MCP、A2A 等多种工具来源
//! - **命名空间**: 避免工具名称冲突
//! - **元数据管理**: 记录工具来源、分类、启用状态等信息
//! - **动态过滤**: 按来源、分类、标签过滤工具
//! - **灵活注册**: 支持单个注册、批量注册、合并注册表
//!
//! # 使用示例
//!
//! ## 基本使用
//!
//! ```rust
//! use rucora::agent::ToolRegistry;
//! use rucora::tools::ShellTool;
//!
//! // 创建注册表
//! let registry = ToolRegistry::new()
//!     .register(ShellTool::new());
//!
//! // 获取工具
//! let tool = registry.get("shell");
//! assert!(tool.is_some());
//!
//! // 获取所有工具定义(用于注册到 LLM)
//! let definitions = registry.definitions();
//! ```
//!
//! ## 使用命名空间
//!
//! ```rust
//! use rucora_runtime::{ToolRegistry, ToolSource};
//! use rucora::tools::{ShellTool, FileReadTool};
//!
//! // 使用命名空间避免冲突
//! let registry1 = ToolRegistry::new()
//!     .with_namespace("system")
//!     .register(ShellTool::new());
//!
//! let registry2 = ToolRegistry::new()
//!     .with_namespace("file")
//!     .register(FileReadTool::new());
//!
//! // 合并注册表
//! let merged = registry1.merge(registry2);
//!
//! // 通过完整名称访问
//! assert!(merged.get("system::shell").is_some());
//! assert!(merged.get("file::file_read").is_some());
//! ```
//!
//! ## 按来源过滤
//!
//! ```rust
//! use rucora_runtime::{ToolRegistry, ToolSource};
//! use rucora::tools::{ShellTool, FileReadTool};
//!
//! let registry = ToolRegistry::new()
//!     .register_with_source(ShellTool::new(), ToolSource::BuiltIn)
//!     .register_with_source(FileReadTool::new(), ToolSource::BuiltIn);
//!
//! // 按来源过滤
//! let builtin_tools = registry.filter_by_source(ToolSource::BuiltIn);
//! assert_eq!(builtin_tools.len(), 2);
//! ```
//!
//! ## 动态启用/禁用工具
//!
//! ```rust
//! use rucora_runtime::ToolRegistry;
//! use rucora::tools::ShellTool;
//!
//! let mut registry = ToolRegistry::new()
//!     .register(ShellTool::new());
//!
//! // 禁用工具
//! registry.set_tool_enabled("shell", false);
//!
//! // 禁用的工具不会被获取
//! assert!(registry.get("shell").is_none());
//!
//! // 但仍在注册表中
//! assert_eq!(registry.len(), 1);
//! ```

use std::collections::HashMap;
use std::sync::Arc;

use rucora_core::tool::Tool;
use rucora_core::tool::ToolCategory;
use rucora_core::tool::types::ToolDefinition;

/// 工具来源类型枚举
///
/// 用于标识工具的来源,便于管理和过滤。
///
/// # 变体说明
///
/// - `BuiltIn`: 内置工具,如 shell、file、http 等基础工具
/// - `Skill`: 从 Skills 目录加载的技能转换的工具
/// - `Mcp`: 从 MCP(Model Context Protocol)服务器加载的工具
/// - `A2A`: 从 A2A(Agent-to-Agent)协议加载的工具
/// - `Custom`: 用户自定义工具
///
/// # 示例
///
/// ```rust
/// use rucora_runtime::ToolSource;
///
/// let source = ToolSource::BuiltIn;
/// assert_eq!(source.as_str(), "builtin");
///
/// let skill_source = ToolSource::Skill;
/// assert_eq!(skill_source.as_str(), "skill");
/// ```
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash)]
pub enum ToolSource {
    /// 内置工具(如 shell、file、http 等)
    BuiltIn,
    /// 从 Skill 转换的工具
    Skill,
    /// 从 MCP 服务器加载的工具
    Mcp,
    /// 从 A2A 协议加载的工具
    A2A,
    /// 用户自定义工具
    Custom,
}

impl ToolSource {
    /// 获取来源的字符串表示
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolSource;
    ///
    /// assert_eq!(ToolSource::BuiltIn.as_str(), "builtin");
    /// assert_eq!(ToolSource::Skill.as_str(), "skill");
    /// assert_eq!(ToolSource::Mcp.as_str(), "mcp");
    /// assert_eq!(ToolSource::A2A.as_str(), "a2a");
    /// assert_eq!(ToolSource::Custom.as_str(), "custom");
    /// ```
    pub fn as_str(&self) -> &'static str {
        match self {
            ToolSource::BuiltIn => "builtin",
            ToolSource::Skill => "skill",
            ToolSource::Mcp => "mcp",
            ToolSource::A2A => "a2a",
            ToolSource::Custom => "custom",
        }
    }
}

/// 工具元数据
///
/// 存储工具的附加信息,用于管理和过滤。
///
/// # 字段说明
///
/// - `source`: 工具来源
/// - `categories`: 工具分类列表(支持多标签)
/// - `enabled`: 是否启用(禁用的工具不会被执行)
/// - `tags`: 额外标签,用于自定义过滤
///
/// # 示例
///
/// ```rust
/// use rucora_runtime::{ToolMetadata, ToolSource};
/// use rucora_core::tool::ToolCategory;
///
/// let metadata = ToolMetadata {
///     source: ToolSource::BuiltIn,
///     categories: vec![ToolCategory::System],
///     enabled: true,
///     tags: vec!["critical".to_string()],
/// };
///
/// assert_eq!(metadata.source, ToolSource::BuiltIn);
/// assert!(metadata.enabled);
/// ```
#[derive(Debug, Clone)]
pub struct ToolMetadata {
    /// 工具来源
    pub source: ToolSource,
    /// 工具分类
    pub categories: Vec<ToolCategory>,
    /// 是否启用
    pub enabled: bool,
    /// 额外标签
    pub tags: Vec<String>,
}

impl Default for ToolMetadata {
    fn default() -> Self {
        Self {
            source: ToolSource::Custom,
            categories: vec![ToolCategory::Basic],
            enabled: true,
            tags: vec![],
        }
    }
}

/// 带元数据的工具包装
///
/// 将工具实例与其元数据一起包装,便于统一管理。
///
/// # 示例
///
/// ```rust
/// use rucora_runtime::{ToolWrapper, ToolSource};
/// use rucora::tools::ShellTool;
///
/// let wrapper = ToolWrapper::new(ShellTool::new())
///     .with_source(ToolSource::BuiltIn)
///     .with_tags(vec!["system".to_string(), "critical".to_string()]);
///
/// assert_eq!(wrapper.metadata.source, ToolSource::BuiltIn);
/// assert!(wrapper.metadata.tags.contains(&"system".to_string()));
/// ```
#[derive(Clone)]
pub struct ToolWrapper {
    /// 工具实例
    pub tool: Arc<dyn Tool>,
    /// 工具元数据
    pub metadata: ToolMetadata,
}

impl ToolWrapper {
    /// 从工具实例创建包装
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolWrapper;
    /// use rucora::tools::ShellTool;
    ///
    /// let wrapper = ToolWrapper::new(ShellTool::new());
    /// assert_eq!(wrapper.tool.name(), "shell");
    /// ```
    pub fn new<T: Tool + 'static>(tool: T) -> Self {
        let categories = tool.categories().to_vec();
        Self {
            tool: Arc::new(tool),
            metadata: ToolMetadata {
                source: ToolSource::Custom,
                categories,
                enabled: true,
                tags: vec![],
            },
        }
    }

    /// 从 Arc<dyn Tool> 创建包装
    ///
    /// # 示例
    ///
    /// ```rust
    /// use std::sync::Arc;
    /// use rucora_runtime::ToolWrapper;
    /// use rucora::tools::ShellTool;
    ///
    /// let tool: Arc<dyn rucora_core::tool::Tool> = Arc::new(ShellTool::new());
    /// let wrapper = ToolWrapper::new_arc(tool);
    /// ```
    pub fn new_arc(tool: Arc<dyn Tool>) -> Self {
        let categories = tool.categories().to_vec();
        Self {
            tool,
            metadata: ToolMetadata {
                source: ToolSource::Custom,
                categories,
                enabled: true,
                tags: vec![],
            },
        }
    }

    /// 设置工具来源
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::{ToolWrapper, ToolSource};
    /// use rucora::tools::ShellTool;
    ///
    /// let wrapper = ToolWrapper::new(ShellTool::new())
    ///     .with_source(ToolSource::BuiltIn);
    ///
    /// assert_eq!(wrapper.metadata.source, ToolSource::BuiltIn);
    /// ```
    pub fn with_source(mut self, source: ToolSource) -> Self {
        self.metadata.source = source;
        self
    }

    /// 设置工具标签
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolWrapper;
    /// use rucora::tools::ShellTool;
    ///
    /// let wrapper = ToolWrapper::new(ShellTool::new())
    ///     .with_tags(vec!["system".to_string(), "critical".to_string()]);
    ///
    /// assert!(wrapper.metadata.tags.contains(&"system".to_string()));
    /// ```
    pub fn with_tags(mut self, tags: Vec<String>) -> Self {
        self.metadata.tags = tags;
        self
    }

    /// 设置启用状态
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolWrapper;
    /// use rucora::tools::ShellTool;
    ///
    /// let wrapper = ToolWrapper::new(ShellTool::new())
    ///     .with_enabled(false);
    ///
    /// assert!(!wrapper.metadata.enabled);
    /// ```
    pub fn with_enabled(mut self, enabled: bool) -> Self {
        self.metadata.enabled = enabled;
        self
    }
}

/// Tool 注册表:集中管理所有可用工具,支持多种来源和元数据管理。
///
/// # 特性
///
/// - 支持从不同来源注册工具(内置、Skill、MCP、A2A、自定义)
/// - 支持按分类、来源、标签过滤工具
/// - 支持动态启用/禁用工具
/// - 支持工具命名空间(避免名称冲突)
/// - 支持多个注册表合并
///
/// # 示例
///
/// ## 基本注册和查询
///
/// ```rust
/// use rucora_runtime::ToolRegistry;
/// use rucora::tools::ShellTool;
///
/// let registry = ToolRegistry::new()
///     .register(ShellTool::new());
///
/// // 获取工具
/// assert!(registry.get("shell").is_some());
///
/// // 获取工具定义
/// let definitions = registry.definitions();
/// assert!(!definitions.is_empty());
/// ```
///
/// ## 使用命名空间
///
/// ```rust
/// use rucora_runtime::ToolRegistry;
/// use rucora::tools::ShellTool;
///
/// let registry = ToolRegistry::new()
///     .with_namespace("system")
///     .register(ShellTool::new());
///
/// // 需要使用完整名称
/// assert!(registry.get("system::shell").is_some());
/// assert!(registry.get("shell").is_none());
/// ```
///
/// ## 合并注册表
///
/// ```rust
/// use rucora_runtime::ToolRegistry;
/// use rucora::tools::{ShellTool, FileReadTool};
///
/// let registry1 = ToolRegistry::new()
///     .with_namespace("sys")
///     .register(ShellTool::new());
///
/// let registry2 = ToolRegistry::new()
///     .with_namespace("file")
///     .register(FileReadTool::new());
///
/// let merged = registry1.merge(registry2);
/// assert!(merged.get("sys::shell").is_some());
/// assert!(merged.get("file::file_read").is_some());
/// ```
#[derive(Default, Clone)]
pub struct ToolRegistry {
    /// 工具映射表(名称 -> 包装)
    tools: HashMap<String, ToolWrapper>,
    /// 命名空间前缀(可选)
    namespace_prefix: Option<String>,
}

impl ToolRegistry {
    /// 创建新的空注册表
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    ///
    /// let registry = ToolRegistry::new();
    /// assert!(registry.is_empty());
    /// ```
    pub fn new() -> Self {
        Self {
            tools: HashMap::new(),
            namespace_prefix: None,
        }
    }

    /// 设置命名空间前缀
    ///
    /// 命名空间用于避免工具名称冲突,特别是在合并多个注册表时。
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    /// use rucora::tools::ShellTool;
    ///
    /// let registry = ToolRegistry::new()
    ///     .with_namespace("system")
    ///     .register(ShellTool::new());
    ///
    /// // 工具名称会被添加前缀
    /// assert!(registry.get("system::shell").is_some());
    /// ```
    pub fn with_namespace(mut self, namespace: impl Into<String>) -> Self {
        self.namespace_prefix = Some(namespace.into());
        self
    }

    /// 获取带命名空间的工具名称
    fn namespaced_name(&self, name: &str) -> String {
        if let Some(prefix) = &self.namespace_prefix {
            format!("{prefix}::{name}")
        } else {
            name.to_string()
        }
    }

    /// 注册一个工具
    ///
    /// 工具会被自动包装并添加到注册表。
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    /// use rucora::tools::ShellTool;
    ///
    /// let registry = ToolRegistry::new()
    ///     .register(ShellTool::new());
    ///
    /// assert_eq!(registry.len(), 1);
    /// ```
    pub fn register<T: Tool + 'static>(mut self, tool: T) -> Self {
        let wrapper = ToolWrapper::new(tool);
        let name = self.namespaced_name(wrapper.tool.name());
        self.tools.insert(name, wrapper);
        self
    }

    /// 注册一个已包装的工具
    ///
    /// 用于注册已经设置了元数据的工具包装。
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::{ToolRegistry, ToolWrapper, ToolSource};
    /// use rucora::tools::ShellTool;
    ///
    /// let wrapper = ToolWrapper::new(ShellTool::new())
    ///     .with_source(ToolSource::BuiltIn);
    ///
    /// let registry = ToolRegistry::new()
    ///     .register_wrapper(wrapper);
    /// ```
    pub fn register_wrapper(mut self, wrapper: ToolWrapper) -> Self {
        let name = self.namespaced_name(wrapper.tool.name());
        self.tools.insert(name, wrapper);
        self
    }

    /// 注册一个 Arc<dyn Tool>
    ///
    /// 用于注册已经包装为 trait 对象的工具。
    ///
    /// # 示例
    ///
    /// ```rust
    /// use std::sync::Arc;
    /// use rucora_runtime::ToolRegistry;
    /// use rucora::tools::ShellTool;
    ///
    /// let tool: Arc<dyn rucora_core::tool::Tool> = Arc::new(ShellTool::new());
    /// let registry = ToolRegistry::new().register_arc(tool);
    /// ```
    pub fn register_arc(mut self, tool: Arc<dyn Tool>) -> Self {
        let name = self.namespaced_name(tool.name());
        self.tools.insert(
            name,
            ToolWrapper {
                tool,
                metadata: ToolMetadata::default(),
            },
        );
        self
    }

    /// 注册一个带来源的工具
    ///
    /// 便捷方法,用于注册工具并指定来源。
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::{ToolRegistry, ToolSource};
    /// use rucora::tools::ShellTool;
    ///
    /// let registry = ToolRegistry::new()
    ///     .register_with_source(ShellTool::new(), ToolSource::BuiltIn);
    /// ```
    pub fn register_with_source<T: Tool + 'static>(self, tool: T, source: ToolSource) -> Self {
        self.register_wrapper(ToolWrapper::new(tool).with_source(source))
    }

    /// 注册多个工具
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::{ToolRegistry, ToolWrapper};
    /// use rucora::tools::{ShellTool, FileReadTool};
    ///
    /// let registry = ToolRegistry::new()
    ///     .register_all(vec![
    ///         ToolWrapper::new(ShellTool::new()),
    ///         ToolWrapper::new(FileReadTool::new()),
    ///     ]);
    ///
    /// assert_eq!(registry.len(), 2);
    /// ```
    pub fn register_all<I>(mut self, tools: I) -> Self
    where
        I: IntoIterator<Item = ToolWrapper>,
    {
        for wrapper in tools {
            let name = self.namespaced_name(wrapper.tool.name());
            self.tools.insert(name, wrapper);
        }
        self
    }

    /// 从另一个 ToolRegistry 合并工具
    ///
    /// 如果名称冲突,会自动添加对方的命名空间或前缀。
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    /// use rucora::tools::{ShellTool, FileReadTool};
    ///
    /// let registry1 = ToolRegistry::new()
    ///     .with_namespace("sys")
    ///     .register(ShellTool::new());
    ///
    /// let registry2 = ToolRegistry::new()
    ///     .with_namespace("file")
    ///     .register(FileReadTool::new());
    ///
    /// let merged = registry1.merge(registry2);
    /// assert!(merged.get("sys::shell").is_some());
    /// assert!(merged.get("file::file_read").is_some());
    /// ```
    pub fn merge(mut self, other: ToolRegistry) -> Self {
        for (name, wrapper) in other.tools {
            // 如果名称冲突,使用对方的命名空间或添加前缀
            if self.tools.contains_key(&name) {
                let new_name = if let Some(prefix) = &other.namespace_prefix {
                    format!("{prefix}::{name}")
                } else {
                    format!("merged::{name}")
                };
                self.tools.insert(new_name, wrapper);
            } else {
                self.tools.insert(name, wrapper);
            }
        }
        self
    }

    /// 按分类过滤工具
    ///
    /// 返回所有属于指定分类且启用的工具。
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::{ToolRegistry, ToolSource};
    /// use rucora::tools::ShellTool;
    /// use rucora_core::tool::ToolCategory;
    ///
    /// let registry = ToolRegistry::new()
    ///     .register_with_source(ShellTool::new(), ToolSource::BuiltIn);
    ///
    /// let system_tools = registry.filter_by_category(ToolCategory::System);
    /// assert!(!system_tools.is_empty());
    /// ```
    pub fn filter_by_category(&self, category: ToolCategory) -> Vec<&ToolWrapper> {
        self.tools
            .values()
            .filter(|w| w.metadata.categories.contains(&category))
            .filter(|w| w.metadata.enabled)
            .collect()
    }

    /// 按来源过滤工具
    ///
    /// 返回所有属于指定来源且启用的工具。
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::{ToolRegistry, ToolSource};
    /// use rucora::tools::ShellTool;
    ///
    /// let registry = ToolRegistry::new()
    ///     .register_with_source(ShellTool::new(), ToolSource::BuiltIn);
    ///
    /// let builtin_tools = registry.filter_by_source(ToolSource::BuiltIn);
    /// assert_eq!(builtin_tools.len(), 1);
    /// ```
    pub fn filter_by_source(&self, source: ToolSource) -> Vec<&ToolWrapper> {
        self.tools
            .values()
            .filter(|w| w.metadata.source == source)
            .filter(|w| w.metadata.enabled)
            .collect()
    }

    /// 按标签过滤工具
    ///
    /// 返回所有包含任一指定标签且启用的工具。
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    /// use rucora::tools::ShellTool;
    ///
    /// let registry = ToolRegistry::new()
    ///     .register_wrapper(
    ///         rucora_runtime::ToolWrapper::new(ShellTool::new())
    ///             .with_tags(vec!["system".to_string(), "critical".to_string()])
    ///     );
    ///
    /// let critical_tools = registry.filter_by_tags(&["critical".to_string()]);
    /// assert!(!critical_tools.is_empty());
    /// ```
    pub fn filter_by_tags(&self, tags: &[String]) -> Vec<&ToolWrapper> {
        self.tools
            .values()
            .filter(|w| tags.iter().any(|tag| w.metadata.tags.contains(tag)) && w.metadata.enabled)
            .collect()
    }

    /// 获取所有启用的工具定义(用于注册到 LLM)
    ///
    /// 返回所有启用工具的 `ToolDefinition` 列表,可用于注册到 LLM 的 function calling。
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    /// use rucora::tools::ShellTool;
    ///
    /// let registry = ToolRegistry::new()
    ///     .register(ShellTool::new());
    ///
    /// let definitions = registry.definitions();
    /// assert_eq!(definitions.len(), 1);
    /// assert_eq!(definitions[0].name, "shell");
    /// ```
    pub fn definitions(&self) -> Vec<ToolDefinition> {
        self.tools
            .values()
            .filter(|w| w.metadata.enabled)
            .map(|wrapper| ToolDefinition {
                name: wrapper.tool.name().to_string(),
                description: wrapper.tool.description().map(|s| s.to_string()),
                input_schema: wrapper.tool.input_schema(),
            })
            .collect()
    }

    /// 获取所有启用的工具
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    /// use rucora::tools::ShellTool;
    ///
    /// let registry = ToolRegistry::new()
    ///     .register(ShellTool::new());
    ///
    /// let tools = registry.enabled_tools();
    /// assert_eq!(tools.len(), 1);
    /// ```
    pub fn enabled_tools(&self) -> Vec<Arc<dyn Tool>> {
        self.tools
            .values()
            .filter(|w| w.metadata.enabled)
            .map(|w| w.tool.clone())
            .collect()
    }

    /// 根据名称获取工具
    ///
    /// 先尝试直接查找,如果找不到则尝试添加命名空间前缀。
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    /// use rucora::tools::ShellTool;
    ///
    /// let registry = ToolRegistry::new()
    ///     .with_namespace("sys")
    ///     .register(ShellTool::new());
    ///
    /// // 可以通过完整名称获取
    /// assert!(registry.get("sys::shell").is_some());
    /// ```
    pub fn get(&self, name: &str) -> Option<Arc<dyn Tool>> {
        // 先尝试直接查找
        if let Some(wrapper) = self.tools.get(name) {
            if wrapper.metadata.enabled {
                return Some(wrapper.tool.clone());
            }
            return None;
        }

        // 尝试带命名空间查找
        if let Some(prefix) = &self.namespace_prefix {
            let namespaced = format!("{prefix}::{name}");
            if let Some(wrapper) = self.tools.get(&namespaced)
                && wrapper.metadata.enabled
            {
                return Some(wrapper.tool.clone());
            }
        }

        None
    }

    /// 启用/禁用工具
    ///
    /// # 返回值
    ///
    /// 如果找到工具则返回 `true`,否则返回 `false`。
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    /// use rucora::tools::ShellTool;
    ///
    /// let mut registry = ToolRegistry::new()
    ///     .register(ShellTool::new());
    ///
    /// // 禁用工具
    /// assert!(registry.set_tool_enabled("shell", false));
    ///
    /// // 禁用的工具无法获取
    /// assert!(registry.get("shell").is_none());
    /// ```
    pub fn set_tool_enabled(&mut self, name: &str, enabled: bool) -> bool {
        if let Some(wrapper) = self.tools.get_mut(name) {
            wrapper.metadata.enabled = enabled;
            true
        } else {
            false
        }
    }

    /// 获取工具总数
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    /// use rucora::tools::ShellTool;
    ///
    /// let registry = ToolRegistry::new()
    ///     .register(ShellTool::new());
    ///
    /// assert_eq!(registry.len(), 1);
    /// ```
    pub fn len(&self) -> usize {
        self.tools.len()
    }

    /// 获取启用的工具数量
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    /// use rucora::tools::ShellTool;
    ///
    /// let registry = ToolRegistry::new()
    ///     .register(ShellTool::new());
    ///
    /// assert_eq!(registry.enabled_len(), 1);
    /// ```
    pub fn enabled_len(&self) -> usize {
        self.tools.values().filter(|w| w.metadata.enabled).count()
    }

    /// 检查是否为空
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    ///
    /// let registry = ToolRegistry::new();
    /// assert!(registry.is_empty());
    /// ```
    pub fn is_empty(&self) -> bool {
        self.tools.is_empty()
    }

    /// 获取所有工具名称
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    /// use rucora::tools::ShellTool;
    ///
    /// let registry = ToolRegistry::new()
    ///     .register(ShellTool::new());
    ///
    /// let names = registry.tool_names();
    /// assert_eq!(names.len(), 1);
    /// assert_eq!(names[0], "shell");
    /// ```
    pub fn tool_names(&self) -> Vec<&String> {
        self.tools.keys().collect()
    }

    /// 清除所有工具
    ///
    /// # 示例
    ///
    /// ```rust
    /// use rucora_runtime::ToolRegistry;
    /// use rucora::tools::ShellTool;
    ///
    /// let mut registry = ToolRegistry::new()
    ///     .register(ShellTool::new());
    ///
    /// registry.clear();
    /// assert!(registry.is_empty());
    /// ```
    pub fn clear(&mut self) {
        self.tools.clear();
    }

    /// 调用指定工具。
    ///
    /// # 参数
    ///
    /// * `name` - 工具名称
    /// * `input` - 工具输入参数
    ///
    /// # 返回
    ///
    /// 返回工具执行结果
    pub async fn call_tool(
        &self,
        name: &str,
        input: serde_json::Value,
    ) -> Result<serde_json::Value, rucora_core::error::ToolError> {
        let tool = self
            .get(name)
            .ok_or_else(|| rucora_core::error::ToolError::NotFound {
                name: name.to_string(),
            })?;
        tool.call(input).await
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use rucora_core::error::ToolError;
    use serde_json::Value;
    use serde_json::json;

    struct TestTool {
        name: String,
    }

    #[async_trait::async_trait]
    impl Tool for TestTool {
        fn name(&self) -> &str {
            &self.name
        }

        fn categories(&self) -> &'static [ToolCategory] {
            &[ToolCategory::Basic]
        }

        fn input_schema(&self) -> Value {
            json!({"type": "object"})
        }

        async fn call(&self, _input: Value) -> Result<Value, ToolError> {
            Ok(json!({"ok": true}))
        }
    }

    #[test]
    fn test_tool_registry_namespace() {
        let registry = ToolRegistry::new()
            .with_namespace("test")
            .register(TestTool {
                name: "my_tool".to_string(),
            });

        // 带命名空间查找应该成功
        assert!(registry.get("test::my_tool").is_some());
        // 不带命名空间查找也应该成功(因为会尝试两种查找)
        assert!(registry.get("my_tool").is_some());
    }

    #[test]
    fn test_tool_registry_filter_by_source() {
        let registry = ToolRegistry::new()
            .register_with_source(
                TestTool {
                    name: "builtin_tool".to_string(),
                },
                ToolSource::BuiltIn,
            )
            .register_with_source(
                TestTool {
                    name: "skill_tool".to_string(),
                },
                ToolSource::Skill,
            );

        let builtin_tools = registry.filter_by_source(ToolSource::BuiltIn);
        assert_eq!(builtin_tools.len(), 1);
        assert_eq!(builtin_tools[0].tool.name(), "builtin_tool");

        let skill_tools = registry.filter_by_source(ToolSource::Skill);
        assert_eq!(skill_tools.len(), 1);
        assert_eq!(skill_tools[0].tool.name(), "skill_tool");
    }

    #[test]
    fn test_tool_registry_merge() {
        let registry1 = ToolRegistry::new()
            .with_namespace("ns1")
            .register(TestTool {
                name: "tool".to_string(),
            });

        let registry2 = ToolRegistry::new()
            .with_namespace("ns2")
            .register(TestTool {
                name: "tool".to_string(),
            });

        let merged = registry1.merge(registry2);
        // ns1 的工具
        assert!(merged.get("ns1::tool").is_some());
        // ns2 的工具(合并时会添加额外前缀)
        assert!(merged.get("ns2::tool").is_some());
    }
}