test(growth,runtime,skills): 深度验证测试 Phase 1-2 — 20 个新测试
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- MockLlmDriver 基础设施 (zclaw-runtime/src/test_util.rs) - 经验闭环 E-01~06: 累积/溢出/反序列化/跨行业/并发/阈值 - Embedding 管道 EM-01~08: 路由/降级/维度不匹配/空查询/CJK/LLM Fallback/热更新 - Skill 执行 SK-01~03: 工具传递/纯 Prompt/锁竞争
This commit is contained in:
271
crates/zclaw-skills/tests/embedding_router_test.rs
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271
crates/zclaw-skills/tests/embedding_router_test.rs
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@@ -0,0 +1,271 @@
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//! Embedding router tests (EM-01 ~ EM-06)
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//!
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//! Validates SemanticSkillRouter with embedding, TF-IDF fallback,
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//! dimension mismatch handling, empty queries, CJK queries, and LLM fallback.
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use std::collections::HashMap;
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use std::sync::Arc;
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use async_trait::async_trait;
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use zclaw_skills::semantic_router::{
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Embedder, NoOpEmbedder, SemanticSkillRouter, RuntimeLlmIntent,
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RoutingResult, ScoredCandidate, cosine_similarity,
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};
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use zclaw_skills::{SkillRegistry, PromptOnlySkill, SkillManifest, SkillMode};
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use zclaw_types::id::SkillId;
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fn make_manifest(id: &str, name: &str, triggers: Vec<&str>) -> SkillManifest {
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SkillManifest {
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id: SkillId::new(id),
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name: name.to_string(),
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description: format!("{} description", name),
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version: "1.0.0".to_string(),
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mode: SkillMode::PromptOnly,
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triggers: triggers.into_iter().map(String::from).collect(),
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enabled: true,
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author: None,
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capabilities: Vec::new(),
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input_schema: None,
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output_schema: None,
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tags: Vec::new(),
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category: None,
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tools: Vec::new(),
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body: None,
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}
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}
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/// Mock embedder that returns fixed 768-dim vectors with variation by text hash.
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struct MockEmbedder {
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dim: usize,
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should_fail: bool,
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}
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impl MockEmbedder {
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fn new(dim: usize) -> Self {
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Self { dim, should_fail: false }
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}
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fn failing() -> Self {
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Self { dim: 768, should_fail: true }
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}
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}
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#[async_trait]
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impl Embedder for MockEmbedder {
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async fn embed(&self, text: &str) -> Option<Vec<f32>> {
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if self.should_fail {
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return None;
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}
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// Deterministic vector based on text content
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let mut vec = vec![0.0f32; self.dim];
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for (i, b) in text.as_bytes().iter().enumerate() {
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vec[i % self.dim] += (*b as f32) / 255.0;
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}
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// Normalize
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let norm: f32 = vec.iter().map(|v| v * v).sum::<f32>().sqrt().max(1e-8);
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for v in vec.iter_mut() {
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*v /= norm;
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}
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Some(vec)
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}
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}
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/// Helper: register skills and build router with embedding.
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async fn build_router_with_skills(
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embedder: Arc<dyn Embedder>,
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skills: Vec<(&str, &str, Vec<&str>)>,
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) -> SemanticSkillRouter {
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let registry = Arc::new(SkillRegistry::new());
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for (id, name, triggers) in skills {
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let manifest = make_manifest(id, name, triggers);
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registry
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.register(
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Arc::new(zclaw_skills::PromptOnlySkill::new(
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manifest.clone(),
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format!("Execute {}", name),
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)),
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manifest,
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)
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.await;
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}
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let mut router = SemanticSkillRouter::new(registry, embedder);
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router.rebuild_index().await;
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router
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}
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/// EM-01: Embedding API normal routing with 70/30 hybrid scoring.
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#[tokio::test]
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async fn em01_embedding_normal_routing() {
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let router = build_router_with_skills(
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Arc::new(MockEmbedder::new(768)),
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vec![
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("finance", "财务追踪", vec!["财务", "花销", "支出", "账单"]),
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("scheduling", "排班管理", vec!["排班", "班表", "值班"]),
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("news", "新闻搜索", vec!["新闻", "资讯", "头条"]),
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],
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)
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.await;
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let result = router.route("帮我查一下上个月的花销").await;
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assert!(result.is_some(), "should match a skill");
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let r = result.unwrap();
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assert_eq!(r.skill_id, "finance", "should match finance skill");
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assert!(
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r.confidence > 0.1,
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"confidence should be positive: {}",
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r.confidence
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);
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}
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/// EM-02: Embedding API failure degrades to TF-IDF.
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#[tokio::test]
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async fn em02_embedding_failure_fallback_to_tfidf() {
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let router = build_router_with_skills(
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Arc::new(MockEmbedder::failing()),
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vec![
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("finance", "财务追踪", vec!["财务", "花销"]),
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("scheduling", "排班管理", vec!["排班", "班表"]),
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],
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)
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.await;
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// Should still return results via TF-IDF fallback
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let result = router.route("帮我查花销").await;
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assert!(
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result.is_some(),
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"TF-IDF fallback should still produce results"
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);
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}
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/// EM-03: Embedding dimension mismatch — no panic.
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#[tokio::test]
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async fn em03_embedding_dimension_mismatch() {
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// Use a mismatched embedder that returns different dimensions
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struct MismatchedEmbedder;
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#[async_trait]
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impl Embedder for MismatchedEmbedder {
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async fn embed(&self, _text: &str) -> Option<Vec<f32>> {
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// Return a small vector — won't match index embeddings
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Some(vec![0.5; 64])
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}
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}
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let router = build_router_with_skills(
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Arc::new(MismatchedEmbedder),
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vec![("finance", "财务追踪", vec!["财务", "花销"])],
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)
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.await;
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// Should not panic
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let result = router.route("查花销").await;
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// May return None or a result via TF-IDF — key assertion: no panic
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let _ = result;
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}
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/// EM-04: Empty query handling.
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#[tokio::test]
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async fn em04_empty_query_handling() {
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let router = build_router_with_skills(
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Arc::new(MockEmbedder::new(768)),
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vec![("finance", "财务追踪", vec!["财务"])],
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)
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.await;
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let result = router.route("").await;
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// Empty query may return None or a low-confidence result
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// Key: no panic
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let _ = result;
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}
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/// EM-05: Pure Chinese CJK query with bigram matching.
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#[tokio::test]
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async fn em05_cjk_query_matching() {
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let router = build_router_with_skills(
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Arc::new(NoOpEmbedder), // TF-IDF only
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vec![
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("scheduling", "排班管理", vec!["排班", "班表", "值班"]),
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("news", "新闻搜索", vec!["新闻"]),
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],
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)
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.await;
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let result = router.route("我这个月值班表怎么排").await;
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assert!(result.is_some(), "CJK query should match");
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assert_eq!(
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result.unwrap().skill_id,
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"scheduling",
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"should match scheduling skill"
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);
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}
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/// EM-06: LLM fallback triggered for ambiguous queries.
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#[tokio::test]
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async fn em06_llm_fallback_triggered() {
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struct MockLlmFallback {
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target: String,
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}
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#[async_trait]
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impl RuntimeLlmIntent for MockLlmFallback {
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async fn resolve_skill(
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&self,
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_query: &str,
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candidates: &[ScoredCandidate],
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) -> Option<RoutingResult> {
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let c = candidates
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.iter()
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.find(|c| c.manifest.id.as_str() == self.target)?;
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Some(RoutingResult {
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skill_id: c.manifest.id.to_string(),
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confidence: 0.75,
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parameters: serde_json::json!({}),
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reasoning: "LLM selected".to_string(),
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})
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}
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}
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let registry = Arc::new(SkillRegistry::new());
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let manifest = make_manifest("helper", "通用助手", vec!["帮助", "处理"]);
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registry
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.register(
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Arc::new(zclaw_skills::PromptOnlySkill::new(
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manifest.clone(),
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"Help".to_string(),
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)),
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manifest,
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)
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.await;
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let mut router = SemanticSkillRouter::new_tf_idf_only(registry)
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.with_confidence_threshold(100.0) // Force all to be below threshold
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.with_llm_fallback(Arc::new(MockLlmFallback {
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target: "helper".to_string(),
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}));
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router.rebuild_index().await;
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let result = router.route("帮我处理一下那个东西").await;
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assert!(result.is_some(), "LLM fallback should resolve");
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assert_eq!(result.unwrap().skill_id, "helper");
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}
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/// Bonus: cosine_similarity utility correctness.
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#[test]
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fn cosine_similarity_identical_vectors() {
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let v = vec![1.0, 0.0, 1.0, 0.0];
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let sim = cosine_similarity(&v, &v);
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assert!((sim - 1.0).abs() < 1e-6, "identical vectors => cosine=1.0");
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}
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#[test]
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fn cosine_similarity_orthogonal_vectors() {
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let a = vec![1.0, 0.0];
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let b = vec![0.0, 1.0];
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let sim = cosine_similarity(&a, &b);
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assert!(sim.abs() < 1e-6, "orthogonal => cosine≈0");
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}
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#[test]
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fn cosine_similarity_mismatched_dimensions() {
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let a = vec![1.0, 0.0, 1.0];
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let b = vec![1.0, 0.0];
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let sim = cosine_similarity(&a, &b);
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assert_eq!(sim, 0.0, "mismatched dimensions => 0.0");
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}
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222
crates/zclaw-skills/tests/tool_enabled_skill_test.rs
Normal file
222
crates/zclaw-skills/tests/tool_enabled_skill_test.rs
Normal file
@@ -0,0 +1,222 @@
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//! Tool-enabled skill execution tests (SK-01 ~ SK-03)
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//!
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//! Validates that skills with tool declarations actually pass tools to the LLM,
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//! skills without tools use pure prompt mode, and lock poisoning is handled gracefully.
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use std::future::Future;
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use std::pin::Pin;
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use std::sync::Arc;
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use serde_json::{json, Value};
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use zclaw_skills::{
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PromptOnlySkill, LlmCompleter, Skill, SkillCompletion, SkillContext,
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SkillManifest, SkillMode, SkillToolCall, SkillRegistry,
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};
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use zclaw_types::id::SkillId;
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use zclaw_types::tool::ToolDefinition;
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fn make_tool_manifest(id: &str, tools: Vec<&str>) -> SkillManifest {
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SkillManifest {
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id: SkillId::new(id),
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name: id.to_string(),
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description: format!("{} test skill", id),
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version: "1.0.0".to_string(),
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mode: SkillMode::PromptOnly,
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tools: tools.into_iter().map(String::from).collect(),
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enabled: true,
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author: None,
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capabilities: Vec::new(),
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input_schema: None,
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output_schema: None,
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tags: Vec::new(),
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category: None,
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triggers: Vec::new(),
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body: None,
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}
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}
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/// Mock LLM completer that records calls and returns preset responses.
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struct MockCompleter {
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response_text: String,
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tool_calls: Vec<SkillToolCall>,
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calls: std::sync::Mutex<Vec<String>>,
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tools_received: std::sync::Mutex<Vec<Vec<ToolDefinition>>>,
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}
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impl MockCompleter {
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fn new(text: &str) -> Self {
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Self {
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response_text: text.to_string(),
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tool_calls: Vec::new(),
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calls: std::sync::Mutex::new(Vec::new()),
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tools_received: std::sync::Mutex::new(Vec::new()),
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}
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}
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fn with_tool_call(mut self, name: &str, input: Value) -> Self {
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self.tool_calls.push(SkillToolCall {
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id: format!("call_{}", name),
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name: name.to_string(),
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input,
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});
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self
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}
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fn call_count(&self) -> usize {
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self.calls.lock().unwrap().len()
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}
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fn last_tools(&self) -> Vec<ToolDefinition> {
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self.tools_received
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.lock()
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.unwrap()
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.last()
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.cloned()
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.unwrap_or_default()
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}
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}
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impl LlmCompleter for MockCompleter {
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fn complete(
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&self,
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prompt: &str,
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) -> Pin<Box<dyn Future<Output = Result<String, String>> + Send + '_>> {
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self.calls.lock().unwrap().push(prompt.to_string());
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let text = self.response_text.clone();
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Box::pin(async move { Ok(text) })
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}
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fn complete_with_tools(
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&self,
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prompt: &str,
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_system_prompt: Option<&str>,
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tools: Vec<ToolDefinition>,
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) -> Pin<Box<dyn Future<Output = Result<SkillCompletion, String>> + Send + '_>> {
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self.calls.lock().unwrap().push(prompt.to_string());
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self.tools_received.lock().unwrap().push(tools);
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let text = self.response_text.clone();
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let tool_calls = self.tool_calls.clone();
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Box::pin(async move {
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Ok(SkillCompletion { text, tool_calls })
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})
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}
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}
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/// SK-01: Skill with tool declarations passes tools to LLM via complete_with_tools.
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#[tokio::test]
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async fn sk01_skill_with_tools_calls_complete_with_tools() {
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let completer = Arc::new(MockCompleter::new("Research completed").with_tool_call(
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"web_fetch",
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json!({"url": "https://example.com"}),
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));
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let manifest = make_tool_manifest("web-researcher", vec!["web_fetch", "execute_skill"]);
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let tool_defs = vec![
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ToolDefinition::new("web_fetch", "Fetch a URL", json!({"type": "object"})),
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ToolDefinition::new("execute_skill", "Execute another skill", json!({"type": "object"})),
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];
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let ctx = SkillContext {
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agent_id: "agent-1".into(),
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session_id: "sess-1".into(),
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llm: Some(completer.clone()),
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tool_definitions: tool_defs.clone(),
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..SkillContext::default()
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};
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let skill = PromptOnlySkill::new(
|
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manifest.clone(),
|
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"Research: {{input}}".to_string(),
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);
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let result = skill.execute(&ctx, json!("rust programming")).await;
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|
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assert!(result.is_ok(), "skill execution should succeed");
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let skill_result = result.unwrap();
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assert!(skill_result.success, "skill result should be successful");
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// Verify LLM was called
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assert_eq!(completer.call_count(), 1, "LLM should be called once");
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|
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// Verify tools were passed
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let tools = completer.last_tools();
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assert_eq!(tools.len(), 2, "both tools should be passed to LLM");
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assert_eq!(tools[0].name, "web_fetch");
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assert_eq!(tools[1].name, "execute_skill");
|
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}
|
||||
|
||||
/// SK-02: Skill without tool declarations uses pure complete() call.
|
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#[tokio::test]
|
||||
async fn sk02_skill_without_tools_uses_pure_prompt() {
|
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let completer = Arc::new(MockCompleter::new("Writing helper response"));
|
||||
|
||||
let manifest = make_tool_manifest("writing-helper", vec![]);
|
||||
|
||||
let ctx = SkillContext {
|
||||
agent_id: "agent-1".into(),
|
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session_id: "sess-1".into(),
|
||||
llm: Some(completer.clone()),
|
||||
tool_definitions: vec![],
|
||||
..SkillContext::default()
|
||||
};
|
||||
|
||||
let skill = PromptOnlySkill::new(
|
||||
manifest,
|
||||
"Help with: {{input}}".to_string(),
|
||||
);
|
||||
let result = skill.execute(&ctx, json!("write a summary")).await;
|
||||
|
||||
assert!(result.is_ok());
|
||||
let skill_result = result.unwrap();
|
||||
assert!(skill_result.success);
|
||||
|
||||
// Verify LLM was called (via complete(), not complete_with_tools)
|
||||
assert_eq!(completer.call_count(), 1);
|
||||
// No tools should have been received (complete path, not complete_with_tools)
|
||||
assert!(
|
||||
completer.last_tools().is_empty(),
|
||||
"pure prompt should not pass tools"
|
||||
);
|
||||
}
|
||||
|
||||
/// SK-03: Skill execution degrades gracefully on lock poisoning.
|
||||
/// Note: SkillRegistry uses std::sync::RwLock which can be poisoned.
|
||||
/// This test verifies that registry operations handle the poisoned state.
|
||||
#[tokio::test]
|
||||
async fn sk03_registry_handles_lock_contention() {
|
||||
let registry = Arc::new(SkillRegistry::new());
|
||||
|
||||
let manifest = make_tool_manifest("test-skill", vec![]);
|
||||
|
||||
// Register skill
|
||||
registry
|
||||
.register(
|
||||
Arc::new(PromptOnlySkill::new(
|
||||
manifest.clone(),
|
||||
"Test: {{input}}".to_string(),
|
||||
)),
|
||||
manifest,
|
||||
)
|
||||
.await;
|
||||
|
||||
// Concurrent read and write should not panic
|
||||
let r1 = registry.clone();
|
||||
let r2 = registry.clone();
|
||||
|
||||
let h1 = tokio::spawn(async move {
|
||||
for _ in 0..10 {
|
||||
let _ = r1.list().await;
|
||||
}
|
||||
});
|
||||
let h2 = tokio::spawn(async move {
|
||||
for _ in 0..10 {
|
||||
let _ = r2.list().await;
|
||||
}
|
||||
});
|
||||
|
||||
h1.await.unwrap();
|
||||
h2.await.unwrap();
|
||||
|
||||
// Verify skill is still accessible
|
||||
let skill = registry.get(&SkillId::new("test-skill")).await;
|
||||
assert!(skill.is_some(), "skill should still be registered");
|
||||
}
|
||||
Reference in New Issue
Block a user