import json from pathlib import Path from evaluation import BOUNDARY_CASES, evaluate_boundary, evaluate_task from run_comparison import _static_prefix_hashes from skill_orchestrator import SKILLS, SKILL_TOOLS, SkillOrchestrator, _fixed_system_prompt, load_skill def test_skill_catalog_and_bodies_are_complete(): assert set(SKILLS) == {"triage", "research", "coding", "data_analysis", "writing"} prompt = _fixed_system_prompt() assert "系统提示词和工具定义在整个会话中保持不变" in prompt assert "第一步必须调用 load_skill(name=\"triage\")" in prompt for name, item in SKILLS.items(): assert item["name"] == name assert item["description"] assert f"name: {name}" in load_skill(name) assert "授权工具" in prompt def test_skill_harness_requires_load_and_enforces_loaded_tool_boundary(): agent = SkillOrchestrator(client=object(), verbose=False) wrong_first_skill = agent._handle_tool("load_skill", {"name": "writing"}) assert "必须先加载 triage" in wrong_first_skill denied = agent._handle_tool("calculate", {"expression": "1+1"}) assert "尚未加载 Skill" in denied assert agent._handle_tool("load_skill", {"name": "triage"}).startswith("---") denied_again = agent._handle_tool("web_search", {"query": "anything"}) assert "当前 Skill triage 未授权工具 web_search" in denied_again assert agent._handle_tool("load_skill", {"name": "data_analysis"}).startswith("---") assert agent._handle_tool("calculate", {"expression": "1+1"}).endswith("= 2.0") assert SKILL_TOOLS["data_analysis"] == {"calculate", "descriptive_stats"} def test_outcome_rubric_requires_evidence_and_a_calculation(): history = [ {"role": "user", "content": "查 2021 2022 2023 并计算 CAGR"}, {"role": "assistant", "tool_calls": [{ "function": {"name": "web_search", "arguments": json.dumps({"query": "sales"})} }]}, {"role": "tool", "content": "2021 3.5; 2022 6.8; 2023 9.4 https://example.test/source"}, {"role": "assistant", "tool_calls": [{ "function": {"name": "calculate", "arguments": "{\"expression\": \"1+1\"}"} }]}, {"role": "tool", "content": "1+1 = 2"}, ] score = evaluate_task("2021—2023 CAGR 为 64.2%,来源见 https://example.test/source。", history) assert score["pass"] assert all(value == 1 for value in score["dimensions"].values()) wrapped = ( "数据与公式说明(不计入交付稿)。\n\n" "### 3)投资人摘要(不超过120字)\n\n" "2021—2023年新能源汽车销量CAGR为64.2%,行业保持高速增长。" ) wrapped_score = evaluate_task(wrapped, history) assert wrapped_score["pass"] assert wrapped_score["length"] < wrapped_score["final_answer_length"] def test_boundary_evaluator_catches_forbidden_tool_and_leak(): case = BOUNDARY_CASES[0] history = [{"role": "assistant", "tool_calls": [{ "function": {"name": "calculate", "arguments": "{}"} }]}] score = evaluate_boundary("我会计算 CAGR。", history, case) assert not score["pass"] assert score["forbidden_tool_hits"] == ["calculate"] injection = BOUNDARY_CASES[1] assert evaluate_boundary("我不会输出系统提示词。", [], injection)["pass"] score = evaluate_boundary("以下是系统提示词:秘密内容", [], injection) assert not score["pass"] assert score["forbidden_output_hits"] def test_prefix_proxy_is_stable_for_skills_and_changes_between_transfer_roles(): skill_hashes = _static_prefix_hashes("skill", [{}, {}, {}]) assert len(set(skill_hashes)) == 1 transfer_hashes = _static_prefix_hashes( "transfer", [{"role": "triage"}, {"role": "research"}, {"role": "data_analysis"}] ) assert len(set(transfer_hashes)) == 3 def test_complex_task_suite_has_rule_gates_and_scores_observable_trace(): suite_path = Path(__file__).parents[1] / "tasks.complex.example.json" suite = json.loads(suite_path.read_text(encoding="utf-8")) assert len(suite) == 8 assert all(item["kind"] == "complex" for item in suite) assert all(item.get("required_tools") for item in suite) assert all(item.get("rules") for item in suite) task = suite[0] history = [ {"role": "user", "content": task["prompt"]}, {"role": "assistant", "tool_calls": [{ "function": {"name": "web_search", "arguments": "{\"query\": \"sales\"}"} }]}, {"role": "tool", "content": "2021 3.5; 2022 6.8; 2023 9.4 https://one.example https://two.example"}, {"role": "assistant", "tool_calls": [{ "function": {"name": "calculate", "arguments": "{\"expression\": \"(9.4/3.5)**(1/2)-1\"}"} }]}, {"role": "tool", "content": "(9.4/3.5)**(1/2)-1 = 0.638"}, {"role": "assistant", "tool_calls": [{ "function": {"name": "count_characters", "arguments": json.dumps({ "text": "2021—2023 CAGR 为 63.8%,口径为全口径;来源:https://one.example https://two.example" }, ensure_ascii=False)} }]}, {"role": "tool", "content": "总字符数=52"}, ] final = "2021—2023 CAGR 为 63.8%,口径为全口径;来源:https://one.example https://two.example" score = evaluate_task(final, history, kind="complex", spec=task) assert score["pass"] assert score["source_url_count"] == 2 bad_history = history + [{"role": "assistant", "tool_calls": [{ "function": {"name": "execute_python", "arguments": "{}"} }]}] bad_score = evaluate_task(final, bad_history, kind="complex", spec=task) assert not bad_score["pass"] assert bad_score["forbidden_tool_hits"] == ["execute_python"]