Miscs

Readme.org

@@ -197,6 +197,18 @@ racine du projet). Dans la console, les boutons de copie et le clic droit
 permettent de copier la sélection ou toute la sortie ; =Ctrl+C= et
 =Ctrl+A= sont également disponibles (=Cmd= sous macOS).
 
+Pendant =Découper la marge des labels=, =s= signale la copie en erreur
+et passe à la suivante. =Entrée= valide et enregistre la découpe affichée.
+Une copie ignorée conserve ses anciennes découpes. Les signalements sont
+conservés dans =.copienator/copy_errors.json=, même après fermeture.
+Dans =Séparer et réordonner les pages=, =Traiter les copies signalées=
+reprend ces copies à partir des originaux conservés. Le même bouton dans
+=Découper la marge des labels= reprend leurs marges ; chaque signalement
+est effacé seulement après validation et enregistrement avec =Entrée=.
+Fermer la fenêtre, appuyer à nouveau sur =s= ou rencontrer une erreur
+conserve le signalement. Les commandes =page-split= et =crop-labels=
+acceptent aussi =--marked= pour traiter les copies signalées de l’évaluation.
+
 Avec =SHOW_PERSONAL_STEPS = True=, =Analyser l’énoncé= propose le choix
 entre Gemini et =Énoncés et solutions personnels (SHEETINFO)=. Ce dernier
 lance =python -m copienator statement-personal Interro= : il lit

copienator/commands/cutleft.py

@@ -2,8 +2,8 @@ from __future__ import annotations
 
 import argparse
 import threading
-import time
 import tkinter as tk
+from tkinter import messagebox
 from collections.abc import Sequence
 from functools import lru_cache
 from pathlib import Path
@@ -23,6 +23,7 @@ from copienator import (
     workspace_from_target,
 )
 from copienator.filesystem import staged_files
+from copienator.copy_errors import clear_copy_error, mark_copy_error, marked_copy_paths
 
 DELIMITER_WIDTH = 5
 DELIMITER_COLOR = (0, 0, 0)
@@ -156,6 +157,11 @@ class ImageReviewer:
     ) -> None:
         self.files = files
         self.output_dir = output_dir
+        self.workspace = EvaluationWorkspace(output_dir.parent)
+        self.completed = False
+        self.had_errors = False
+        self.stop_prefetch = threading.Event()
+        self.current_result = None
         self.index = 0
         self.current_shift = 0
         self.default_max_per_file = default_max_per_file
@@ -174,6 +180,8 @@ class ImageReviewer:
         self.label_info = tk.Label(self.root, text="", font=("Arial", 12, "bold"))
         self.label_info.pack(pady=5)
         self.root.bind("<Return>", self.on_next)
+        self.root.bind("s", self.on_skip)
+        self.root.protocol("WM_DELETE_WINDOW", self.on_close)
         self.root.bind("n", lambda _event: self.on_shift(50))
         self.root.bind("N", lambda _event: self.on_shift(100))
         self.root.bind("t", lambda _event: self.on_shift(-50))
@@ -194,20 +202,25 @@ class ImageReviewer:
 
     def prefetch_worker(self) -> None:
         processed_index = -1
-        while True:
+        while not self.stop_prefetch.is_set():
             target = self.index + 1
             if target < len(self.files) and target != processed_index:
-                get_pdf_pages(self.files[target])
+                try:
+                    get_pdf_pages(self.files[target])
+                except Exception:
+                    pass  # The foreground review reports and flags conversion errors.
                 processed_index = target
-            time.sleep(0.05)
+            self.stop_prefetch.wait(0.05)
 
     def load_current_image(self) -> None:
         if self.index >= len(self.files):
             print("All files processed.")
-            self.root.destroy()
+            self.completed = True
+            self.on_close()
             return
         self.is_processing = False
         self.current_shift = 0
+        self.current_result = None
         self.trigger_processing(self.files[self.index], self.current_shift)
 
     def trigger_processing(self, pdf_path: Path, shift: int) -> None:
@@ -228,13 +241,13 @@ class ImageReviewer:
     def check_manual_queue(self, pdf_path: Path) -> None:
         try:
             result = self.manual_queue.get_nowait()
+            self.is_processing = False
             if result is None:
                 print(f"Failed to process {pdf_path.name}, skipping.")
-                self.index += 1
-                self.load_current_image()
+                self._mark_error(pdf_path, "Échec de la conversion pour la découpe des marges")
+                self._advance()
             else:
                 self.handle_processing_result(result, pdf_path)
-            self.is_processing = False
         except Empty:
             self.root.after(100, lambda: self.check_manual_queue(pdf_path))
 
@@ -244,7 +257,7 @@ class ImageReviewer:
         pdf_path: Path,
     ) -> None:
         self.current_preview = result[0]
-        save_results(result, pdf_path, self.output_dir)
+        self.current_result = result
         self.update_display(pdf_path.name, result[2])
 
     def update_display(self, filename: str, schema: dict[str, object]) -> None:
@@ -258,7 +271,7 @@ class ImageReviewer:
                 f"[{self.index + 1}/{len(self.files)}] {filename} | "
                 f"Shift: {self.current_shift}px\nFiles: {schema['number_of_files']} | "
                 f"Cols: {schema['columns_per_file']}\n"
-                "Enter: Next | n: +50 | N: +100 | t: -50 | "
+                "Enter: Save and next | s: flag error and skip | n: +50 | N: +100 | t: -50 | "
                 "1: use single column"
             ),
             fg="black",
@@ -272,8 +285,34 @@ class ImageReviewer:
         self.trigger_processing(self.files[self.index], self.current_shift)
 
     def on_next(self, _event: object) -> None:
-        if self.is_processing:
+        if self.is_processing or self.current_result is None:
             return
+        pdf_path = self.files[self.index]
+        try:
+            save_results(self.current_result, pdf_path, self.output_dir)
+            clear_copy_error(self.workspace, pdf_path)
+        except Exception as exc:
+            self._mark_error(pdf_path, f"Échec de l’enregistrement : {exc}")
+            messagebox.showerror("Enregistrement impossible", str(exc), parent=self.root)
+            return
+        self._advance()
+
+    def _mark_error(self, pdf_path: Path, reason: str) -> None:
+        mark_copy_error(self.workspace, pdf_path, reason)
+        self.had_errors = True
+        print(f"[Copie signalée] {pdf_path.name}: {reason}")
+
+    def on_skip(self, _event=None) -> None:
+        if self.is_processing or self.index >= len(self.files):
+            return
+        self._mark_error(self.files[self.index], "Problème repéré pendant la découpe des marges")
+        self._advance()
+
+    def on_close(self) -> None:
+        self.stop_prefetch.set()
+        self.root.destroy()
+
+    def _advance(self) -> None:
         self.index += 1
         self.current_shift = 0
         self.current_max_per_file = self.default_max_per_file
@@ -304,23 +343,27 @@ def run(
     target: Path,
     *,
     fullpage: bool = False,
+    marked: bool = False,
 ) -> ExitCode:
-    files = _selected_files(workspace, target)
+    files = marked_copy_paths(workspace) if marked else _selected_files(workspace, target)
     if not files:
         print("No PDF files found.")
         return ExitCode.SUCCESS
     workspace.cutleft_dir.mkdir(parents=True, exist_ok=True)
     _get_pdf_pages_cached.cache_clear()
-    ImageReviewer(
+    reviewer = ImageReviewer(
         files,
         workspace.cutleft_dir,
         default_max_per_file=1 if fullpage else 5,
     )
-    return ExitCode.SUCCESS
+    if not reviewer.completed:
+        return ExitCode.INTERRUPTED
+    return ExitCode.PARTIAL if reviewer.had_errors else ExitCode.SUCCESS
 
 
 def build_parser() -> argparse.ArgumentParser:
     parser = target_parser("Interactively crop the label margin from PDF copies")
+    parser.add_argument("--marked", action="store_true", help="Review flagged copies and clear each flag after saving with Enter")
     parser.add_argument(
         "--fullpage",
         action="store_true",
@@ -334,11 +377,10 @@ def main(argv: Sequence[str] | None = None) -> int:
 
     def handle(args: argparse.Namespace) -> ExitCode:
         workspace, target = workspace_from_target(args)
-        return run(workspace, target, fullpage=args.fullpage)
+        return run(workspace, target, fullpage=args.fullpage, marked=args.marked)
 
     return execute(parser, argv, handle)
 
 
 if __name__ == "__main__":
     raise SystemExit(main())
-

copienator/commands/gemini_for_enonce.py

@@ -190,6 +190,7 @@ def generate_rubrics(client, group_context_text: str) -> dict[str, str]:
             types.Part.from_text(text=f"--- CONTENU DU GROUPE ---\n{group_context_text}"),
         ])],
         config=types.GenerateContentConfig(
+            automatic_function_calling=types.AutomaticFunctionCallingConfig(disable=True),
             system_instruction="Rédige tous les barèmes et consignes de notation en français. Conserve les clés JSON, les labels et les formules mathématiques.",
             temperature=0.2,
             response_mime_type="application/json",
@@ -243,6 +244,7 @@ def refine_existing(workspace: EvaluationWorkspace, mode: str, *, api_client=Non
                 + context + "\n\n" + "\n\n".join(questions.values())
             ))])],
             config=types.GenerateContentConfig(
+                automatic_function_calling=types.AutomaticFunctionCallingConfig(disable=True),
                 temperature=0.1, response_mime_type="application/json",
                 response_json_schema=LabelGroups.model_json_schema(),
             ),
@@ -337,6 +339,7 @@ def process_exam(
     ]
 
     config_1 = types.GenerateContentConfig(
+        automatic_function_calling=types.AutomaticFunctionCallingConfig(disable=True),
         temperature=0.1,
         response_mime_type="application/json",
         response_json_schema=ExamQuestions.model_json_schema(),
@@ -375,6 +378,7 @@ def process_exam(
     ]
 
     config_2 = types.GenerateContentConfig(
+        automatic_function_calling=types.AutomaticFunctionCallingConfig(disable=True),
         temperature=0.1,
         response_mime_type="application/json",
         response_json_schema=ExamSolutions.model_json_schema(),
@@ -411,6 +415,7 @@ def process_exam(
     ]
 
     config_3 = types.GenerateContentConfig(
+        automatic_function_calling=types.AutomaticFunctionCallingConfig(disable=True),
         temperature=0.1,
         response_mime_type="application/json",
         response_json_schema=ExamContext.model_json_schema(),

copienator/commands/gemini_for_labels.py

@@ -76,6 +76,8 @@ be missing.
 
 ##wrong_labels##
 
+##wrong_label_text_context##
+
 Here's a list of the names of the students, pick the one that matches
 the best or `\"Unknown\"` if you cannot read the name
 
@@ -133,6 +135,8 @@ be missing.
 
 ##wrong_labels##
 
+##wrong_label_text_context##
+
 Since this copy isn't the first part of a sequence, simply set the
 name to `\"Continued\"`."""
 
@@ -147,7 +151,66 @@ class AnnotationData(BaseModel):
     )
 
 
-def generate_request(file, labels, names, context_labels, wrong_labels):
+TEXT_CONTEXT_MAX_CHARS = 4000
+
+
+def _label_filename(path: Path) -> str:
+    return path.stem if path.suffix.casefold() in {".tex", ".txt"} else path.name
+
+
+def _common_prefix_length(left: str, right: str) -> int:
+    left_folded = left.casefold()
+    right_folded = right.casefold()
+    limit = min(len(left_folded), len(right_folded))
+    for index in range(limit):
+        if left_folded[index] != right_folded[index]:
+            return index
+    return limit
+
+
+def closest_text_context(
+    workspace: EvaluationWorkspace, wrong_labels: list[str]
+) -> tuple[Path | None, str]:
+    """Return a bounded excerpt from the Text file closest to an invalid label."""
+    text_dir = workspace.root / "Text"
+    if not wrong_labels or not text_dir.is_dir():
+        return None, ""
+
+    ranked: list[tuple[int, str, Path]] = []
+    for path in text_dir.iterdir():
+        if not path.is_file() or path.suffix.casefold() == ".pdf":
+            continue
+        filename = _label_filename(path)
+        prefix_length = max(
+            _common_prefix_length(filename, wrong_label)
+            for wrong_label in wrong_labels
+        )
+        if prefix_length:
+            ranked.append((prefix_length, filename.casefold(), path))
+
+    for _prefix_length, _filename, path in sorted(
+        ranked, key=lambda item: (-item[0], item[1])
+    ):
+        try:
+            content = path.read_text(encoding="utf-8")
+        except (OSError, UnicodeError):
+            continue
+        if len(content) > TEXT_CONTEXT_MAX_CHARS:
+            content = content[:TEXT_CONTEXT_MAX_CHARS] + "\n[excerpt truncated]"
+        return path, content
+    return None, ""
+
+
+def generate_request(
+    file,
+    labels,
+    names,
+    context_labels,
+    wrong_labels,
+    wrong_label_text_context="",
+    wrong_label_text_file: Path | None = None,
+    seed: int = 0,
+):
     """Generates request for Gemini with context."""
 
     image_path = Path(file)
@@ -162,9 +225,36 @@ def generate_request(file, labels, names, context_labels, wrong_labels):
         text = my_prompt2.replace("##labels##", labels)\
                          .replace("##prev_context##", context_str)
     if wrong_labels:
-        text= text.replace("##wrong_labels##\n\n", f"On a previous request, you answered with the following wrong labels : {wrong_labels}. These are wrong, since they do not exactly match any of the labels in the previous list.")
+        formatted_wrong_labels = "\n".join(f'- "{label}"' for label in wrong_labels)
+        text = text.replace(
+            "##wrong_labels##",
+            "On the previous request for this image, you answered with these "
+            "invalid labels:\n"
+            f"{formatted_wrong_labels}\n"
+            "They are wrong because they do not exactly match any label in the "
+            "valid list above.\n\n"
+            "CRITICAL RETRY CONSTRAINT: NEVER return any of the invalid labels "
+            "listed above again. Your answer must use only exact labels copied "
+            "verbatim from the valid list. If the handwriting resembles an "
+            "invalid label, choose the closest exact valid label instead.",
+        )
     else:
-        text = text.replace("##wrong_labels##\n\n", "")
+        text = text.replace("##wrong_labels##", "")
+
+    if wrong_label_text_context and wrong_label_text_file:
+        text = text.replace(
+            "##wrong_label_text_context##",
+            "Here is an excerpt from the exam text file whose name has the "
+            "longest prefix in common with the invalid label(s), "
+            f"`{wrong_label_text_file.name}`:\n\n"
+            "<exam_text_excerpt>\n"
+            f"{wrong_label_text_context}\n"
+            "</exam_text_excerpt>\n\n"
+            "Use this excerpt as extra context for identifying the handwritten "
+            "label, but return only an exact label from the valid list above.",
+        )
+    else:
+        text = text.replace("##wrong_label_text_context##", "")
 
 
     contents = [
@@ -181,9 +271,10 @@ def generate_request(file, labels, names, context_labels, wrong_labels):
     ]
 
     generate_content_config = types.GenerateContentConfig(
+        automatic_function_calling=types.AutomaticFunctionCallingConfig(disable=True),
         temperature=1.0,
         top_p=0.95,
-        seed=0,
+        seed=seed,
         max_output_tokens=65535,
         response_mime_type= "application/json",
         response_json_schema= AnnotationData.model_json_schema(),
@@ -293,17 +384,30 @@ def process_copy_group(
             f"{len(accumulated_labels)} accumulated labels..."
         )
         attempt = 0
+        label_retry_count = 0
         wrong_labels: list[str] = []
         while True:
             if attempt > 0:
                 sleep(10 * attempt)
             try:
+                text_context_file, text_context = closest_text_context(
+                    workspace, wrong_labels
+                )
+                if text_context_file:
+                    print(
+                        f"[{group_key}] Retry context for {image_file.name}: "
+                        f"{text_context_file.relative_to(workspace.root)}"
+                    )
+                request_seed = max(0, label_retry_count - 1)
                 contents, request_config = generate_request(
                     image_file,
                     labels_text,
                     names_text,
                     accumulated_labels,
                     wrong_labels,
+                    text_context,
+                    text_context_file,
+                    seed=request_seed,
                 )
                 response = client.models.generate_content(
                     model=MODEL_ID,
@@ -321,9 +425,23 @@ def process_copy_group(
                         f"Error: {image_file.name} contained unknown labels: "
                         f"{unknown}"
                     )
-                    wrong_labels.extend(unknown)
-                    attempt += 1
-                    continue
+                    unique_unknown = list(dict.fromkeys(unknown))
+                    if (
+                        label_retry_count >= 2
+                        and set(unique_unknown) == set(wrong_labels)
+                    ):
+                        for item in annotation.list:
+                            if item.label in unique_unknown:
+                                item.label = f"??{item.label}"
+                        print(
+                            f"Warning: {image_file.name} repeated the same unknown "
+                            "label(s) on the third try; keeping them with a ?? prefix."
+                        )
+                    else:
+                        wrong_labels = unique_unknown
+                        label_retry_count += 1
+                        attempt += 1
+                        continue
                 if annotation.name not in valid_names:
                     print(
                         f"Error: {image_file.name} returned unknown name: "

copienator/commands/page_splitter.py

@@ -26,6 +26,7 @@ from copienator import (
     workspace_from_target,
 )
 from copienator.platform import launch_pdf_arranger
+from copienator.copy_errors import marked_copy_paths
 
 # Keep the new shortcut available with older personal configuration files.
 PAGE_SPLITTER_KB = {"reverse_pages": "i", **PAGE_SPLITTER_KB}
@@ -647,8 +648,8 @@ def _selected_inputs(
     return list(reversed(candidates))
 
 
-def run(workspace: EvaluationWorkspace, target: Path) -> ExitCode:
-    inputs = _selected_inputs(workspace, target)
+def run(workspace: EvaluationWorkspace, target: Path, *, marked: bool = False) -> ExitCode:
+    inputs = list(reversed(marked_copy_paths(workspace, originals=True))) if marked else _selected_inputs(workspace, target)
     if not inputs:
         print(f"No PDF files found in {target}")
         return ExitCode.SUCCESS
@@ -659,7 +660,9 @@ def run(workspace: EvaluationWorkspace, target: Path) -> ExitCode:
 
 
 def build_parser() -> argparse.ArgumentParser:
-    return target_parser("Interactively split and reorder scanned PDF pages")
+    parser = target_parser("Interactively split and reorder scanned PDF pages")
+    parser.add_argument("--marked", action="store_true", help="Process only copies flagged during margin review")
+    return parser
 
 
 def main(argv: Sequence[str] | None = None) -> int:
@@ -667,7 +670,7 @@ def main(argv: Sequence[str] | None = None) -> int:
 
     def handle(args: argparse.Namespace) -> ExitCode:
         workspace, target = workspace_from_target(args)
-        return run(workspace, target)
+        return run(workspace, target, marked=args.marked)
 
     return execute(parser, argv, handle)
 

copienator/copy_errors.py

@@ -0,0 +1,48 @@
+"""Persistent copy flags shared by page splitting, margin review and the GUI."""
+from pathlib import Path
+
+from copienator import CliError, EvaluationWorkspace, atomic_update_json, read_json
+
+
+def _path(workspace: EvaluationWorkspace) -> Path:
+    return workspace.metadata_dir / "copy_errors.json"
+
+
+def _validate(value) -> dict[str, str]:
+    if not isinstance(value, dict) or any(
+        not isinstance(name, str) or not isinstance(reason, str)
+        or "/" in name or "\\" in name or Path(name).suffix.casefold() != ".pdf"
+        for name, reason in value.items()
+    ):
+        raise CliError("Invalid copy_errors.json: expected PDF filenames and error descriptions")
+    return value
+
+
+def copy_errors(workspace: EvaluationWorkspace) -> dict[str, str]:
+    return _validate(read_json(_path(workspace), default={}))
+
+
+def mark_copy_error(workspace: EvaluationWorkspace, pdf: Path, reason: str) -> None:
+    def update(errors):
+        _validate(errors)[pdf.name] = reason
+    atomic_update_json(_path(workspace), update, default_factory=dict)
+
+
+def clear_copy_error(workspace: EvaluationWorkspace, pdf: Path) -> None:
+    if not _path(workspace).exists():
+        return
+    def update(errors):
+        _validate(errors).pop(pdf.name, None)
+    atomic_update_json(_path(workspace), update, default_factory=dict)
+
+
+def marked_copy_paths(workspace: EvaluationWorkspace, *, originals: bool = False) -> list[Path]:
+    directories = ([workspace.original_copies_dir, workspace.copies_dir, workspace.root]
+                   if originals else [workspace.copies_dir])
+    result = []
+    for name in sorted(copy_errors(workspace), key=str.casefold):
+        path = next((directory / name for directory in directories if (directory / name).is_file()), None)
+        if path is None:
+            raise CliError(f"Marked copy not found: {name}")
+        result.append(path)
+    return result

copienator/prompting.py

@@ -182,6 +182,7 @@ def generate_request(input_dir, file, full_label):
     ]
 
     generate_content_config = types.GenerateContentConfig(
+        automatic_function_calling=types.AutomaticFunctionCallingConfig(disable=True),
         temperature=1.0,
         top_p=0.95,
         seed=0,
@@ -259,6 +260,7 @@ Commentaires d'origine :
     ]
 
     config = types.GenerateContentConfig(
+        automatic_function_calling=types.AutomaticFunctionCallingConfig(disable=True),
         temperature=1.0,
         response_mime_type="application/json",
         response_json_schema=TypeAdapter(List[FeedbackItem]).json_schema()
@@ -288,7 +290,10 @@ Voici les labels possibles. Ta réponse doit être l'un d'entre eux :
     contents = [types.Content(role="user", parts=[
             types.Part.from_bytes(data=get_single_image_bytes(pdf_path), mime_type="image/jpeg"),
             types.Part.from_text(text=prompt)])]
-    config = types.GenerateContentConfig(temperature=1.0)
+    config = types.GenerateContentConfig(
+        automatic_function_calling=types.AutomaticFunctionCallingConfig(disable=True),
+        temperature=1.0,
+    )
     return contents, config
 
 def request_for_additional_answer(pdf_path, label, enonce, labels_txt):
@@ -316,6 +321,9 @@ d'entre eux :
         types.Part.from_bytes(data=get_single_image_bytes(pdf_path), mime_type="image/jpeg"),
         types.Part.from_text(text=prompt)
     ])]
-    config = types.GenerateContentConfig(temperature=1.0, response_mime_type="application/json")
+    config = types.GenerateContentConfig(
+        automatic_function_calling=types.AutomaticFunctionCallingConfig(disable=True),
+        temperature=1.0,
+        response_mime_type="application/json",
+    )
     return contents, config
-

copienator_gui/app.py

@@ -8,7 +8,8 @@ from pathlib import Path
 from tkinter import filedialog, messagebox, ttk
 from typing import Any
 
-from copienator import EvaluationWorkspace, ExitCode, atomic_write_json
+from copienator import CliError, EvaluationWorkspace, ExitCode, atomic_write_json
+from copienator.copy_errors import copy_errors
 from copienator.platform import (
     WindowsLabelError,
     add_platform_executable_paths,
@@ -205,25 +206,29 @@ class CopienatorApp(tk.Tk):
 
         top = ttk.Frame(self, padding=(10, 8))
         top.grid(row=0, column=0, sticky="ew")
-        top.columnconfigure(2, weight=1)
+        top.columnconfigure(5, weight=1)
         ttk.Button(top, text="Charger", command=self._load_evaluation).grid(
             row=0, column=0, padx=(0, 8)
         )
         ttk.Label(top, text="Évaluation").grid(row=0, column=1, sticky="w", padx=(0, 8))
-        path_entry = ttk.Entry(top, textvariable=self.evaluation_var)
-        path_entry.grid(row=0, column=2, sticky="ew")
-        path_entry.bind("<Return>", lambda _event: self._load_evaluation())
-        ttk.Button(top, text="Parcourir…", command=self._browse_evaluation).grid(
-            row=0, column=3, padx=6
+        self.evaluation_entry = ttk.Entry(top, textvariable=self.evaluation_var, width=42)
+        self.evaluation_entry.grid(row=0, column=2, sticky="w")
+        self.evaluation_entry.bind("<Return>", lambda _event: self._load_evaluation())
+        self.open_evaluation_button = ttk.Button(
+            top, text="Ouvrir le dossier", command=self._open_evaluation_folder
         )
-        ttk.Button(top, text="Diagnostic…", command=self._show_diagnostics).grid(row=0, column=4, padx=(6, 0))
+        self.open_evaluation_button.grid(row=0, column=3, padx=(6, 0))
+        ttk.Button(top, text="Parcourir…", command=self._browse_evaluation).grid(
+            row=0, column=4, padx=6
+        )
+        ttk.Button(top, text="Diagnostic…", command=self._show_diagnostics).grid(row=0, column=6, padx=(6, 0))
 
         ttk.Label(top, text="Clé Gemini").grid(row=1, column=0, sticky="w", padx=(0, 8), pady=(7, 0))
         ttk.Entry(top, textvariable=self.api_key_var, show="•", width=32).grid(
             row=1, column=1, sticky="w", pady=(7, 0)
         )
         environment = ttk.Frame(top)
-        environment.grid(row=1, column=2, columnspan=3, sticky="e", pady=(7, 0))
+        environment.grid(row=1, column=2, columnspan=5, sticky="e", pady=(7, 0))
         ttk.Checkbutton(
             environment,
             text="Utiliser le proxy HTTPS",
@@ -403,6 +408,9 @@ class CopienatorApp(tk.Tk):
             self.evaluation_var.set(selected)
             self._load_evaluation()
 
+    def _open_evaluation_folder(self) -> None:
+        self._open_desktop_path(self.evaluation, "dossier d’évaluation")
+
     def _toggle_proxy(self) -> None:
         self.proxy_entry.configure(state="normal" if self.use_proxy_var.get() else "disabled")
 
@@ -581,10 +589,12 @@ class CopienatorApp(tk.Tk):
             return
         self._rendering = True
         redo = step.section == REFAIRE_SECTION
-        self.console.configure(height=8 if redo else 14)
-        self.rowconfigure(1, weight=4 if redo else 3)
-        self.rowconfigure(2, weight=1 if redo else 2)
-        self.form_canvas.configure(height=(340 if step.id == "refaire_selection" else 260) if redo else 200)
+        expanded_form = redo or step.id in {"page_splitter", "cutleft", "labels"}
+        self.console.configure(height=8 if expanded_form else 14)
+        self.rowconfigure(1, weight=4 if expanded_form else 3)
+        self.rowconfigure(2, weight=1 if expanded_form else 2)
+        form_height = (340 if step.id == "refaire_selection" else 260) if redo else (300 if expanded_form else 200)
+        self.form_canvas.configure(height=form_height)
         self.form_canvas.yview_moveto(0)
         for child in self.form.winfo_children():
             child.destroy()
@@ -667,6 +677,15 @@ class CopienatorApp(tk.Tk):
                 row=row, column=0, sticky="w", pady=(10, 4), padx=(0, 8)
             )
             ttk.Entry(self.form, textvariable=self.extra_var).grid(row=row, column=1, sticky="ew", pady=(10, 4))
+            row += 1
+
+        if self.show_personal_steps and step.id == "statement":
+            actions = ttk.LabelFrame(self.form, text="Après génération — facultatif", padding=7)
+            actions.grid(row=row, column=0, columnspan=2, sticky="ew", pady=(10, 8))
+            for ident, title in (("statement_groups", "Regrouper avec Gemini…"),
+                                 ("statement_persp", "Remplacer Persp avec Gemini…")):
+                ttk.Button(actions, text=title, command=lambda target=ident: self._select_statement_action(target)).pack(
+                    side="left", padx=(0, 6))
 
         self.run_button.configure(text="Enregistrer la sélection" if step.id == "refaire_selection" else ("Marquer terminée" if step.is_manual else "Exécuter"))
         self.skip_button.configure(state="normal" if step.optional else "disabled")
@@ -675,13 +694,11 @@ class CopienatorApp(tk.Tk):
         self._update_controls()
 
     def _render_context_controls(self, step: StepDefinition, row: int) -> int:
-        if self.show_personal_steps and step.id in {"statement", "statement_groups", "statement_persp", "review_persp"}:
-            actions = ttk.LabelFrame(self.form, text="Après génération — facultatif", padding=7)
-            actions.grid(row=row, column=0, columnspan=2, sticky="ew", pady=(0, 8))
-            for ident, title in (("statement_groups", "Regrouper avec Gemini…"),
-                                 ("statement_persp", "Remplacer Persp avec Gemini…")):
-                ttk.Button(actions, text=title, command=lambda target=ident: self._select_statement_action(target)).pack(
-                    side="left", padx=(0, 6))
+        if step.id == "rename":
+            self.validate_rename_button = ttk.Button(
+                self.form, text="Valider sans renommer", command=self._validate_rename_step
+            )
+            self.validate_rename_button.grid(row=row, column=0, columnspan=2, sticky="w", pady=(0, 8))
             row += 1
         if step.id == "inputs":
             ttk.Button(self.form, text="Recharger — vérifier à nouveau", command=self._reload_inputs).grid(
@@ -714,7 +731,7 @@ class CopienatorApp(tk.Tk):
             return row + 1
         if step.id in {"review_persp", "correction"}:
             row = self._correction_folder_buttons(row)
-        if step.section == "Prétraitement des copies":
+        if step.id in {"page_splitter", "cutleft", "labels"}:
             evaluation = self.evaluation
             paths = copy_pdf_paths(evaluation) if evaluation else []
             self.copy_paths = {path.name: path for path in paths}
@@ -745,14 +762,36 @@ class CopienatorApp(tk.Tk):
                 command=self._open_selected_copy,
                 state="normal" if names else "disabled",
             ).grid(row=1, column=1, padx=(6, 0), pady=(7, 0))
-            if step.id == "page_splitter":
+            if step.id in {"page_splitter", "cutleft", "labels"}:
                 actions = ttk.Frame(copies)
                 actions.grid(row=2, column=0, columnspan=2, sticky="w", pady=(7, 0))
-                ttk.Button(actions, text="Refaire la copie sélectionnée", command=self._redo_selected_pages,
+                label = "Refaire la copie sélectionnée" if step.id == "page_splitter" else "Cibler la copie sélectionnée"
+                ttk.Button(actions, text=label, command=self._target_selected_copy,
                            state="normal" if names else "disabled").pack(side="left")
                 ttk.Button(actions, text="Cibler tout le dossier", command=self._target_all_pages).pack(side="left", padx=6)
-                ttk.Label(copies, text="La reprise utilise l’original conservé. Vérifiez la commande puis cliquez sur Exécuter.",
+                help_text = (
+                    "La reprise utilise l’original conservé. "
+                    if step.id == "page_splitter"
+                    else "Seule la copie ciblée sera analysée par Gemini. "
+                    if step.id == "labels"
+                    else "Seule la copie ciblée sera traitée. "
+                )
+                ttk.Label(copies, text=help_text + "Vérifiez la commande puis cliquez sur Exécuter.",
                           wraplength=570).grid(row=3, column=0, columnspan=2, sticky="w", pady=(5, 0))
+                if step.id in {"page_splitter", "cutleft"}:
+                    try:
+                        marked = copy_errors(EvaluationWorkspace(evaluation)) if evaluation else {}
+                        marked_summary = ", ".join(marked) or "Aucune copie signalée."
+                    except (CliError, OSError, ValueError, RuntimeError) as exc:
+                        marked = {}
+                        marked_summary = f"Lecture des copies signalées impossible : {exc}"
+                    self.marked_copies_button = ttk.Button(
+                        copies, text=f"Traiter les copies signalées ({len(marked)})", command=self._run_marked_copies,
+                        state="normal" if marked and not self.active_step_id and not self.runner.running else "disabled",
+                    )
+                    self.marked_copies_button.grid(row=4, column=0, columnspan=2, sticky="w", pady=(7, 0))
+                    ttk.Label(copies, text=marked_summary, wraplength=570).grid(
+                        row=5, column=0, columnspan=2, sticky="w")
             row += 1
 
         if step.id == "plotting":
@@ -852,16 +891,28 @@ class CopienatorApp(tk.Tk):
     def _open_selected_copy(self) -> None:
         self._open_desktop_path(self.copy_paths.get(self.copy_var.get()), "copie")
 
-    def _redo_selected_pages(self) -> None:
+    def _target_selected_copy(self) -> None:
         path = self.copy_paths.get(self.copy_var.get())
         if path and "target" in self.arg_vars:
+            if "marked" in self.arg_vars:
+                self.arg_vars["marked"].set(False)
             self.arg_vars["target"].set(str(path))
-            self.info_var.set(f"Reprise de {path.name} prête — cliquez sur Exécuter.")
+            self.info_var.set(f"Copie ciblée : {path.name} — cliquez sur Exécuter.")
 
     def _target_all_pages(self) -> None:
         if "target" in self.arg_vars:
+            if "marked" in self.arg_vars:
+                self.arg_vars["marked"].set(False)
             self.arg_vars["target"].set(self._evaluation_arg())
 
+    def _run_marked_copies(self) -> None:
+        if (not self.current_step or self.current_step.id not in {"page_splitter", "cutleft"}
+                or self.active_step_id or self.runner.running or not self.state_store.evaluation):
+            return
+        self.arg_vars["target"].set(self._evaluation_arg())
+        self.arg_vars["marked"].set(True)
+        self._run_current_step()
+
     def _open_desktop_path(self, path: Path | None, label: str) -> None:
         if path is None or not path.exists():
             messagebox.showerror("Élément introuvable", f"Le {label} n’existe pas encore.")
@@ -1186,6 +1237,19 @@ class CopienatorApp(tk.Tk):
             f"{self.current_step.title} : {STATUS_LABELS.get(status, status).lower()}{detail}."
         )
 
+    def _validate_rename_step(self) -> None:
+        if (not self.current_step or self.current_step.id != "rename"
+                or not self.state_store.evaluation or self.active_step_id or self.runner.running):
+            return
+        self._save_current_form()
+        self.state_store.update_step("rename", status="success")
+        self.state_store.add_history({
+            "step": "rename", "status": "success", "manual": True,
+            "reason": "Noms des PDF validés sans renommer",
+        })
+        self._populate_tree()
+        self.info_var.set("Renommage validé — aucun fichier modifié.")
+
     def _skip_step(self) -> None:
         if self.current_step and self.current_step.optional:
             step_id = self.current_step.id
@@ -1314,6 +1378,12 @@ class CopienatorApp(tk.Tk):
 
     def _update_controls(self) -> None:
         running = bool(self.active_step_id) or self.runner.running
+        if running and self.current_step and self.current_step.id in {"page_splitter", "cutleft"}:
+            self.marked_copies_button.configure(state="disabled")
+        if self.current_step and self.current_step.id == "rename":
+            self.validate_rename_button.configure(
+                state="disabled" if running or not self.state_store.evaluation else "normal"
+            )
         self.run_button.configure(state="disabled" if running or not self.current_step else "normal")
         self.skip_button.configure(state="normal" if not running and self.current_step and self.current_step.optional else "disabled")
         self.interrupt_button.configure(state="normal" if running else "disabled")

copienator_gui/workflow.py

@@ -173,7 +173,7 @@ def build_workflow(show_personal_steps: bool) -> list[StepDefinition]:
             "Séparer et réordonner les pages",
             "Ouvre l’outil interactif de découpage A3 vers A4. La cible peut être un dossier ou un PDF.",
             (python("default", "Séparation des pages", "page-split"),),
-            arguments=(arg_target(),),
+            arguments=(arg_target(), ArgumentSpec("marked", "Copies signalées uniquement", "bool", "--marked")),
             artifacts=("Copies", "Copies Originales"),
         ),
         StepDefinition(
@@ -185,6 +185,7 @@ def build_workflow(show_personal_steps: bool) -> list[StepDefinition]:
             arguments=(
                 arg_target(),
                 ArgumentSpec("fullpage", "Toujours utiliser la page entière", "bool", "--fullpage"),
+                ArgumentSpec("marked", "Copies signalées uniquement", "bool", "--marked"),
             ),
             requires=("Copies",),
             artifacts=("Cutleft",),

start-gui.sh

@@ -1,6 +1,14 @@
 #!/usr/bin/env bash
 set -euo pipefail
 
+# Applications opened from a file manager do not inherit variables exported by
+# an interactive shell (for example GEMINI_API_KEY from ~/.zshrc).  Re-enter
+# through the user's shell once so its startup file can provide those values.
+if [[ -z "${GEMINI_API_KEY:-}" && -z "${COPIENATOR_GUI_SHELL_LOADED:-}" && -x "${SHELL:-}" ]]; then
+    export COPIENATOR_GUI_SHELL_LOADED=1
+    exec "$SHELL" -ic 'exec "$@"' copienator-gui-shell "$0" "$@"
+fi
+
 # With no arguments, choose the newest visible immediate subfolder by mtime.
 if [[ $# -eq 0 ]]; then
     newest=""

tests/test_gui_convenience.py

@@ -2,6 +2,8 @@ import os
 import tempfile
 import unittest
 from pathlib import Path
+from tkinter import ttk
+from unittest.mock import patch
 
 from copienator_gui.app import CopienatorApp
 from copienator_gui.workflow import command_display
@@ -40,6 +42,16 @@ class GuiConvenienceTests(unittest.TestCase):
         self.assertEqual(self.app.state_store.step("inputs")["status"], "ready")
         self.assertIn("enonce.pdf", self.app.description_label.cget("text"))
 
+    def test_compact_evaluation_input_and_open_folder_button(self):
+        self.assertEqual(int(self.app.evaluation_entry.cget("width")), 42)
+        self.assertEqual(
+            int(self.app.open_evaluation_button.grid_info()["column"]),
+            int(self.app.evaluation_entry.grid_info()["column"]) + 1,
+        )
+        with patch("copienator_gui.app.open_path") as opened:
+            self.app.open_evaluation_button.invoke()
+        opened.assert_called_once_with(self.evaluation)
+
     def test_redo_targets_selected_copy_and_copies_runnable_command(self):
         for folder in ("Copies", "Copies Originales"):
             (self.evaluation / folder).mkdir()
@@ -48,7 +60,7 @@ class GuiConvenienceTests(unittest.TestCase):
         self.app.tree.selection_set("page_splitter")
         self.app.update()
         self.app.copy_var.set("Copie02.pdf")
-        self.app._redo_selected_pages()
+        self.app._target_selected_copy()
         command = self.app._make_command()
         target = Path(command[-1])
         self.assertEqual(target, self.evaluation / "Copies" / "Copie02.pdf")
@@ -59,6 +71,36 @@ class GuiConvenienceTests(unittest.TestCase):
         self.app._target_all_pages()
         self.assertEqual(self.app.arg_vars["target"].get(), self.app._evaluation_arg())
 
+    def test_label_detection_can_target_one_copy(self):
+        copies = self.evaluation / "Copies"
+        copies.mkdir()
+        for name in ("Copie01.pdf", "Copie02.pdf"):
+            (copies / name).touch()
+
+        self.app.tree.selection_set("labels")
+        self.app.update()
+        self.assertEqual(self.app.copy_var.get(), "Copie01.pdf")
+        self.app.copy_var.set("Copie02.pdf")
+        self.app._target_selected_copy()
+
+        command = self.app._make_command()
+        self.assertEqual(Path(command[-1]), copies / "Copie02.pdf")
+
+        def button_texts(widget):
+            return [
+                text
+                for child in widget.winfo_children()
+                for text in (
+                    [child.cget("text")]
+                    if isinstance(child, ttk.Button)
+                    else button_texts(child)
+                )
+            ]
+
+        controls = button_texts(self.app.form)
+        self.assertIn("Cibler la copie sélectionnée", controls)
+        self.assertIn("Cibler tout le dossier", controls)
+
     def test_console_selection_survives_output_and_is_read_only(self):
         self.app._append_console("Première ligne\nDeuxième ligne\n")
         self.app.console.tag_add("sel", "1.0", "1.end")
@@ -73,3 +115,25 @@ class GuiConvenienceTests(unittest.TestCase):
         self.app._select_console_all()
         self.app._copy_console_selection()
         self.assertEqual(self.app.clipboard_get(), expected)
+
+    def test_validate_rename_preserves_files_and_downstream_status(self):
+        pdf = self.evaluation / "Copie01.pdf"
+        pdf.write_bytes(b"unchanged PDF")
+        self.app.state_store.update_step("rename", status="stale")
+        self.app.state_store.update_step("page_splitter", status="success")
+        self.app.tree.selection_set("rename")
+        self.app.update()
+        with patch.object(self.app.runner, "start") as start:
+            self.app.validate_rename_button.invoke()
+            start.assert_not_called()
+        self.assertEqual(self.app.state_store.step("rename")["status"], "success")
+        self.assertEqual(self.app.state_store.step("page_splitter")["status"], "success")
+        self.assertEqual(pdf.read_bytes(), b"unchanged PDF")
+        self.assertEqual(list(self.evaluation.glob("*.pdf")), [pdf])
+        self.app.state_store.update_step("rename", status="stale")
+        self.app.active_step_id = "page_splitter"
+        self.app._update_controls()
+        self.assertIn("disabled", self.app.validate_rename_button.state())
+        self.app._validate_rename_step()
+        self.assertEqual(self.app.state_store.step("rename")["status"], "stale")
+        self.app.active_step_id = None

tests/test_gui_core.py

@@ -10,7 +10,7 @@ import tempfile
 import time
 import unittest
 from concurrent.futures import ThreadPoolExecutor
-from contextlib import redirect_stderr
+from contextlib import redirect_stderr, redirect_stdout
 from pathlib import Path
 from types import SimpleNamespace
 from unittest.mock import Mock, patch
@@ -714,6 +714,8 @@ class StandardCliTests(unittest.TestCase):
             copy_pdf.parent.mkdir(parents=True)
             copy_pdf.write_bytes(b"pdf")
             with patch.object(module, "ImageReviewer") as reviewer:
+                reviewer.return_value.completed = True
+                reviewer.return_value.had_errors = False
                 self.assertEqual(module.main([str(copy_pdf), "--fullpage"]), 0)
             files, output_dir = reviewer.call_args.args[:2]
             self.assertEqual(files, [copy_pdf])
@@ -1011,6 +1013,11 @@ class StandardCliTests(unittest.TestCase):
         with tempfile.TemporaryDirectory() as directory:
             evaluation = Path(directory) / "Exam"
             (evaluation / "Copies").mkdir(parents=True)
+            text_dir = evaluation / "Text"
+            text_dir.mkdir()
+            (text_dir / "Ex 1").write_text("Short match", encoding="utf-8")
+            closest_text = text_dir / "Ex 1 : 1)"
+            closest_text.write_text("Relevant statement text", encoding="utf-8")
             image = evaluation / "Cutleft" / "Copie01_01.jpg"
             image.parent.mkdir()
             image.write_bytes(b"image")
@@ -1019,39 +1026,105 @@ class StandardCliTests(unittest.TestCase):
                 Mock(
                     text=(
                         '{"name":"Student","list":'
-                        '[{"box_2d":[1,2,3,4],"label":"Wrong"}]}'
+                        '[{"box_2d":[1,2,3,4],"label":"Ex 1 : l)"}]}'
                     )
                 ),
                 Mock(
                     text=(
                         '{"name":"Student","list":'
-                        '[{"box_2d":[1,2,3,4],"label":"Ex 1"}]}'
+                        '[{"box_2d":[1,2,3,4],"label":"Ex 1 : 1)"}]}'
                     )
                 ),
             ]
             sleeps = []
-            module.process_copy_group(
-                EvaluationWorkspace(evaluation),
-                "Copie01",
-                [image],
-                client=client,
-                labels_text="Ex 1\n",
-                names_text="Student\n",
-                valid_labels={"Ex 1"},
-                valid_names={"Student", "Unknown", "Continued"},
-                overwrite=True,
-                sleep=sleeps.append,
-                target_interval=0,
-            )
+            output = io.StringIO()
+            with redirect_stdout(output):
+                module.process_copy_group(
+                    EvaluationWorkspace(evaluation),
+                    "Copie01",
+                    [image],
+                    client=client,
+                    labels_text="Ex 1 : 1)\n",
+                    names_text="Student\n",
+                    valid_labels={"Ex 1 : 1)"},
+                    valid_names={"Student", "Unknown", "Continued"},
+                    overwrite=True,
+                    sleep=sleeps.append,
+                    target_interval=0,
+                )
             self.assertEqual(client.models.generate_content.call_count, 2)
             self.assertIn(10, sleeps)
+            retry_contents = client.models.generate_content.call_args_list[1].kwargs[
+                "contents"
+            ]
+            retry_prompt = retry_contents[0].parts[1].text
+            self.assertIn('"Ex 1 : l)"', retry_prompt)
+            self.assertIn("CRITICAL RETRY CONSTRAINT: NEVER return", retry_prompt)
+            self.assertIn("Relevant statement text", retry_prompt)
+            self.assertIn("`Ex 1 : 1)`", retry_prompt)
+            self.assertIn(
+                "Retry context for Copie01_01.jpg: Text/Ex 1 : 1)",
+                output.getvalue(),
+            )
             self.assertEqual(
                 read_json(evaluation / "Copies" / "Copie01_01.json")["list"][0][
                     "label"
                 ],
-                "Ex 1",
+                "Ex 1 : 1)",
             )
 
+    def test_label_detection_marks_a_thrice_repeated_unknown_label(self) -> None:
+        module = self.modules["gemini_for_labels"]
+        with tempfile.TemporaryDirectory() as directory:
+            evaluation = Path(directory) / "Exam"
+            (evaluation / "Copies").mkdir(parents=True)
+            (evaluation / "Text").mkdir()
+            (evaluation / "Text" / "Ex 10").write_text(
+                "Question 1 text", encoding="utf-8"
+            )
+            image = evaluation / "Cutleft" / "Copie42_03.jpg"
+            image.parent.mkdir()
+            image.write_bytes(b"image")
+            repeated = Mock(
+                text=(
+                    '{"name":"Continued","list":'
+                    '[{"box_2d":[1,2,3,4],"label":"Ex 10 : 1)a)"}]}'
+                )
+            )
+            client = Mock()
+            client.models.generate_content.side_effect = [
+                repeated,
+                repeated,
+                repeated,
+            ]
+
+            output = io.StringIO()
+            with redirect_stdout(output):
+                generated = module.process_copy_group(
+                    EvaluationWorkspace(evaluation),
+                    "Copie42",
+                    [image],
+                    client=client,
+                    labels_text="Ex 10 : 1)\nEx 10 : 2)\nEx 10 : 3)\n",
+                    names_text="Student\n",
+                    valid_labels={"Ex 10 : 1)", "Ex 10 : 2)", "Ex 10 : 3)"},
+                    valid_names={"Student", "Unknown", "Continued"},
+                    overwrite=True,
+                    sleep=lambda _seconds: None,
+                    target_interval=0,
+                )
+
+            self.assertEqual(generated, 1)
+            self.assertEqual(client.models.generate_content.call_count, 3)
+            seeds = [
+                call.kwargs["config"].seed
+                for call in client.models.generate_content.call_args_list
+            ]
+            self.assertEqual(seeds, [0, 0, 1])
+            result = read_json(evaluation / "Copies" / "Copie42_03.json")
+            self.assertEqual(result["list"][0]["label"], "??Ex 10 : 1)a)")
+            self.assertIn("keeping them with a ?? prefix", output.getvalue())
+
     def test_correction_overwrite_keeps_previous_state_until_a_commit(self) -> None:
         module = self.modules["correction"]
         with tempfile.TemporaryDirectory() as directory:

tests/test_marked_copies.py

@@ -0,0 +1,197 @@
+import os
+import tempfile
+import threading
+import unittest
+from pathlib import Path
+from queue import Queue
+from unittest.mock import Mock, patch
+
+from PIL import Image
+
+from copienator import CliError, EvaluationWorkspace, ExitCode
+from copienator.copy_errors import copy_errors, clear_copy_error, mark_copy_error, marked_copy_paths
+from copienator.commands import cutleft, page_splitter
+from copienator_gui.app import CopienatorApp
+
+
+class MarkedCopiesTests(unittest.TestCase):
+    def setUp(self):
+        self.temp = tempfile.TemporaryDirectory()
+        self.addCleanup(self.temp.cleanup)
+        self.workspace = EvaluationWorkspace(Path(self.temp.name))
+        self.workspace.copies_dir.mkdir()
+        self.workspace.original_copies_dir.mkdir()
+        self.files = [self.workspace.copies_dir / name for name in ("Copie01.pdf", "Copie02.pdf")]
+        for path in self.files:
+            path.write_bytes(b"processed")
+            (self.workspace.original_copies_dir / path.name).write_bytes(b"original")
+
+    def reviewer(self):
+        review = cutleft.ImageReviewer.__new__(cutleft.ImageReviewer)
+        review.workspace = self.workspace
+        review.files = self.files
+        review.output_dir = self.workspace.cutleft_dir
+        review.index = 0
+        review.is_processing = False
+        review.had_errors = False
+        review.completed = False
+        review.current_shift = 50
+        review.default_max_per_file = 5
+        review.current_max_per_file = 1
+        review.root = Mock()
+        review.stop_prefetch = threading.Event()
+        review.load_current_image = Mock()
+        review.update_display = Mock()
+        image = Image.new("RGB", (8, 8), "white")
+        review.current_result = (image, [image], {"total_pages": 1, "columns_per_file": [1]})
+        return review
+
+    def test_marks_survive_reload_and_resolve_originals_only_for_splitting(self):
+        mark_copy_error(self.workspace, self.files[1], "Wrong page order")
+        reloaded = EvaluationWorkspace(self.workspace.root)
+        self.assertEqual(marked_copy_paths(reloaded), [self.files[1]])
+        original = self.workspace.original_copies_dir / self.files[1].name
+        self.assertEqual(marked_copy_paths(reloaded, originals=True), [original])
+        self.files[1].unlink()
+        with self.assertRaises(CliError):
+            marked_copy_paths(reloaded)
+        self.assertEqual(marked_copy_paths(reloaded, originals=True), [original])
+        clear_copy_error(reloaded, original)
+        self.assertEqual(copy_errors(self.workspace), {})
+
+    def test_skip_flags_and_advances_without_replacing_existing_crop(self):
+        review = self.reviewer()
+        review.output_dir.mkdir()
+        previous = review.output_dir / "Copie01_01.jpg"
+        previous.write_bytes(b"previous crop")
+        review.handle_processing_result(review.current_result, self.files[0])
+        review.on_skip()
+        self.assertEqual(previous.read_bytes(), b"previous crop")
+        self.assertIn("Copie01.pdf", copy_errors(self.workspace))
+        self.assertEqual(review.index, 1)
+        self.assertEqual(review.current_max_per_file, 5)
+        self.assertTrue(review.had_errors)
+        review.load_current_image.assert_called_once_with()
+
+    def test_accept_saves_and_clears_only_current_flag(self):
+        for path in self.files:
+            mark_copy_error(self.workspace, path, "Review needed")
+        review = self.reviewer()
+        review.on_next(None)
+        self.assertTrue((review.output_dir / "Copie01_01.jpg").is_file())
+        self.assertEqual(set(copy_errors(self.workspace)), {"Copie02.pdf"})
+        self.assertEqual(review.index, 1)
+
+    def test_failed_save_and_window_close_preserve_flag(self):
+        mark_copy_error(self.workspace, self.files[0], "Review needed")
+        review = self.reviewer()
+        with patch.object(cutleft, "save_results", side_effect=OSError("disk full")), patch.object(
+            cutleft.messagebox, "showerror"
+        ):
+            review.on_next(None)
+        self.assertEqual(review.index, 0)
+        self.assertIn("Copie01.pdf", copy_errors(self.workspace))
+        review.on_close()
+        self.assertFalse(review.completed)
+        self.assertTrue(review.stop_prefetch.is_set())
+        self.assertIn("Copie01.pdf", copy_errors(self.workspace))
+
+    def test_processing_blocks_skip_and_failed_conversion_is_flagged(self):
+        review = self.reviewer()
+        review.is_processing = True
+        review.on_skip()
+        self.assertEqual(review.index, 0)
+        self.assertEqual(copy_errors(self.workspace), {})
+        review.manual_queue = Queue()
+        review.manual_queue.put(None)
+        review.load_current_image.side_effect = lambda: setattr(review, "is_processing", True)
+        review.check_manual_queue(self.files[0])
+        self.assertIn("Copie01.pdf", copy_errors(self.workspace))
+        self.assertEqual(review.index, 1)
+        self.assertTrue(review.is_processing)  # Still loading the next copy.
+
+    def test_cli_splitting_preserves_flags_and_cropping_reports_partial_or_interrupted(self):
+        mark_copy_error(self.workspace, self.files[1], "Wrong order")
+        with patch.object(page_splitter.tk, "Tk"), patch.object(page_splitter, "PDFPreviewer") as preview:
+            preview.return_value.failed = False
+            self.assertEqual(page_splitter.main([str(self.workspace.root), "--marked"]), 0)
+            self.assertEqual(preview.call_args.args[2], [self.workspace.original_copies_dir / "Copie02.pdf"])
+        self.assertIn("Copie02.pdf", copy_errors(self.workspace))
+        with patch.object(cutleft, "ImageReviewer") as reviewer:
+            for completed, errors, expected in ((True, True, ExitCode.PARTIAL),
+                                                (False, False, ExitCode.INTERRUPTED),
+                                                (True, False, ExitCode.SUCCESS)):
+                reviewer.return_value.completed = completed
+                reviewer.return_value.had_errors = errors
+                self.assertEqual(cutleft.main([str(self.workspace.root), "--marked"]), expected)
+                self.assertEqual(reviewer.call_args.args[0], [self.files[1]])
+
+
+@unittest.skipUnless(os.environ.get("DISPLAY"), "Tk requires a display")
+class MarkedCopiesGuiTests(unittest.TestCase):
+    setUp = MarkedCopiesTests.setUp
+
+    def test_keyboard_skip_then_accept_and_retry_clears_flag(self):
+        real_tk = cutleft.tk.Tk
+
+        def review_with_keys(files, keys):
+            sent = []
+
+            def make_root():
+                root = real_tk()
+
+                def send_when_ready():
+                    info = root.winfo_children()[-1].cget("text")
+                    index = len(sent)
+                    if index < len(keys) and info.startswith(f"[{index + 1}/{len(files)}]"):
+                        root.focus_force()
+                        sent.append(keys[index])
+                        root.event_generate(keys[index])
+                    if len(sent) < len(keys):
+                        root.after(10, send_when_ready)
+
+                root.after(20, send_when_ready)
+                root.after(3000, root.destroy)  # Bound a failed keyboard test.
+                return root
+
+            with patch.object(cutleft.tk, "Tk", side_effect=make_root), patch.object(
+                cutleft, "get_pdf_pages", return_value=[Image.new("RGB", (600, 300), "white")]
+            ), patch.object(cutleft, "OUTPUT_SIZE", (400, 200)):
+                reviewer = cutleft.ImageReviewer(files, self.workspace.cutleft_dir)
+            self.assertEqual(sent, keys)
+            self.assertTrue(reviewer.completed)
+            return reviewer
+
+        first = review_with_keys(self.files, ["<KeyPress-s>", "<Return>"])
+        self.assertTrue(first.had_errors)
+        self.assertEqual(set(copy_errors(self.workspace)), {"Copie01.pdf"})
+        self.assertFalse((self.workspace.cutleft_dir / "Copie01_01.jpg").exists())
+        self.assertTrue((self.workspace.cutleft_dir / "Copie02_01.jpg").exists())
+        second = review_with_keys(marked_copy_paths(self.workspace), ["<Return>"])
+        self.assertFalse(second.had_errors)
+        self.assertEqual(copy_errors(self.workspace), {})
+        self.assertTrue((self.workspace.cutleft_dir / "Copie01_01.jpg").exists())
+
+    def test_both_buttons_run_marked_and_single_copy_target_clears_filter(self):
+        mark_copy_error(self.workspace, self.files[1], "Review needed")
+        app = CopienatorApp(Path.cwd(), False, self.workspace.root)
+        try:
+            app.update()
+            for ident, command in (("page_splitter", "page-split"), ("cutleft", "crop-labels")):
+                app.tree.selection_set(ident)
+                app.update()
+                self.assertIn("(1)", app.marked_copies_button.cget("text"))
+                with patch.object(app, "_run_current_step") as run:
+                    app.marked_copies_button.invoke()
+                    run.assert_called_once_with()
+                self.assertIn(command, app._make_command())
+                self.assertIn("--marked", app._make_command())
+                self.assertEqual(app.arg_vars["target"].get(), app._evaluation_arg())
+                app.copy_var.set("Copie01.pdf")
+                app._target_selected_copy()
+                self.assertNotIn("--marked", app._make_command())
+                self.assertIn(str(self.files[0]), app._make_command())
+        finally:
+            for callback in app.tk.splitlist(app.tk.call("after", "info")):
+                app.after_cancel(callback)
+            app.destroy()

tests/test_statement_personal_flow.py

@@ -118,6 +118,7 @@ class SelectiveGeminiTests(unittest.TestCase):
             self.assertIn("Barème Gemini", (self.root / "Persp" / label).read_text())
         for call in self.client.models.generate_content.call_args_list:
             self.assertEqual(call.kwargs["contents"][0].parts[0].text, gemini.PROMPT_4)
+            self.assertTrue(call.kwargs["config"].automatic_function_calling.disable)
 
     def test_incomplete_or_failed_rubrics_preserve_entire_persp(self):
         before = self.snapshot()