feat: add user interaction in data science scenario (#1251)

* feat: add interactor classes and user interaction handling for experiments

* update code

* use fragment retry mechanism instead of rerun()

* fix a bug

* integrate user instructions into proposal and coder

* fix CI

* fix CI

* feat: add approval option for user instructions submission

* feat: enhance user instructions handling in Task and DSExperiment classes

* fix CI

* add user instructions into hypothesis rewrite

* add interface to command line

---------

Co-authored-by: Bowen Xian <xianbowen@outlook.com>

rdagent/components/interactor/__init__.py

@@ -0,0 +1,17 @@
+from rdagent.core.experiment import ASpecificExp
+from rdagent.core.interactor import Interactor
+from rdagent.core.proposal import Trace
+
+
+class SkipInteractor(Interactor[ASpecificExp]):
+
+    def interact(self, exp: ASpecificExp, trace: Trace) -> ASpecificExp:
+        """
+        Interact with the user to get feedback or confirmation.
+
+        Responsibilities:
+        - Present the current state of the experiment to the user.
+        - Collect user input to guide the next steps in the experiment.
+        - Rewrite the experiment based on user feedback.
+        """
+        return exp