feat/per agent skill filter (#1650)

* feat(agent): 为AgentConfig添加skills字段并更新lead_agent系统提示

在AgentConfig中添加skills字段以支持配置agent可用技能
更新lead_agent的系统提示模板以包含可用技能信息

* fix: resolve agent skill configuration edge cases and add tests

* Update backend/packages/harness/deerflow/agents/lead_agent/prompt.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* refactor(agent): address PR review comments for skills configuration

- Add detailed docstring to `skills` field in `AgentConfig` to clarify the semantics of `None` vs `[]`.
- Add unit tests in `test_custom_agent.py` to verify `load_agent_config()` correctly parses omitted skills and explicit empty lists.
- Fix `test_make_lead_agent_empty_skills_passed_correctly` to include `agent_name` in the runtime config, ensuring it exercises the real code path.

* docs: 添加关于按代理过滤技能的配置说明

在配置示例文件和文档中添加说明，解释如何通过代理的config.yaml文件限制加载的技能

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

backend/packages/harness/deerflow/agents/lead_agent/agent.py

@@ -343,6 +343,8 @@ def make_lead_agent(config: RunnableConfig):
         model=create_chat_model(name=model_name, thinking_enabled=thinking_enabled, reasoning_effort=reasoning_effort),
         tools=get_available_tools(model_name=model_name, groups=agent_config.tool_groups if agent_config else None, subagent_enabled=subagent_enabled),
         middleware=_build_middlewares(config, model_name=model_name, agent_name=agent_name),
-        system_prompt=apply_prompt_template(subagent_enabled=subagent_enabled, max_concurrent_subagents=max_concurrent_subagents, agent_name=agent_name),
+        system_prompt=apply_prompt_template(
+            subagent_enabled=subagent_enabled, max_concurrent_subagents=max_concurrent_subagents, agent_name=agent_name, available_skills=set(agent_config.skills) if agent_config and agent_config.skills is not None else None
+        ),
         state_schema=ThreadState,
     )

backend/packages/harness/deerflow/agents/lead_agent/prompt.py

@@ -402,6 +402,10 @@ def get_skills_prompt_section(available_skills: set[str] | None = None) -> str:
     if available_skills is not None:
         skills = [skill for skill in skills if skill.name in available_skills]
 
+    # Check again after filtering
+    if not skills:
+        return ""
+
     skill_items = "\n".join(
         f"    <skill>\n        <name>{skill.name}</name>\n        <description>{skill.description}</description>\n        <location>{skill.get_container_file_path(container_base_path)}</location>\n    </skill>" for skill in skills
     )

backend/packages/harness/deerflow/config/agents_config.py

@@ -22,6 +22,11 @@ class AgentConfig(BaseModel):
     description: str = ""
     model: str | None = None
     tool_groups: list[str] | None = None
+    # skills controls which skills are loaded into the agent's prompt:
+    # - None (or omitted): load all enabled skills (default fallback behavior)
+    # - [] (explicit empty list): disable all skills
+    # - ["skill1", "skill2"]: load only the specified skills
+    skills: list[str] | None = None
 
 
 def load_agent_config(name: str | None) -> AgentConfig | None: