"""Tests for response-repair helpers on RuntimeContext.""" from __future__ import annotations import json from pathlib import Path from types import SimpleNamespace import pytest from loader.llm.base import Message, Role, ToolCall from loader.runtime.context import RuntimeContext from loader.runtime.dod import create_definition_of_done from loader.runtime.path_display import display_runtime_path from loader.runtime.permissions import ( PermissionMode, build_permission_policy, load_permission_rules, ) from loader.runtime.recovery import RecoveryContext from loader.runtime.repair import ResponseRepairer from loader.tools.base import create_default_registry from tests.helpers.runtime_harness import ScriptedBackend class FakeSession: def __init__(self) -> None: self.messages = [] def append(self, message) -> None: self.messages.append(message) class FakeCodeFilter: def reset(self) -> None: return None class FakeSafeguards: def __init__(self) -> None: self.action_tracker = object() self.validator = object() self.code_filter = FakeCodeFilter() def filter_stream_chunk(self, content: str) -> str: return content def filter_complete_content(self, content: str) -> str: return content def should_steer(self) -> bool: return False def get_steering_message(self) -> str | None: return None def record_response(self, content: str) -> None: return None def detect_text_loop(self, content: str) -> tuple[bool, str]: return False, "" def detect_loop(self) -> tuple[bool, str]: return False, "" def build_context( *, temp_dir: Path, use_react: bool, ) -> RuntimeContext: registry = create_default_registry(temp_dir) registry.configure_workspace_root(temp_dir) rule_status = load_permission_rules(temp_dir) policy = build_permission_policy( active_mode=PermissionMode.WORKSPACE_WRITE, workspace_root=temp_dir, tool_requirements=registry.get_tool_requirements(), rules=rule_status.rules, ) session = FakeSession() return RuntimeContext( project_root=temp_dir, backend=ScriptedBackend(), registry=registry, session=session, # type: ignore[arg-type] config=SimpleNamespace(force_react=use_react), capability_profile=SimpleNamespace(supports_native_tools=not use_react), # type: ignore[arg-type] project_context=None, permission_policy=policy, permission_config_status=rule_status, workflow_mode="execute", safeguards=FakeSafeguards(), ) def test_response_repairer_uses_runtime_parser_for_bracket_tool_fallback( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) analysis = repairer.analyze_response( content="I need clarification.", response_content='[calls askuserquestion tool with: question="Which path?"]', tool_calls=[], extracted_iterations=0, max_extracted_iterations=3, ) assert analysis.tool_calls == [ ToolCall( id="call_0", name="AskUserQuestion", arguments={"question": "Which path?"}, ) ] assert analysis.tool_source == "raw_text" assert analysis.clear_stream is True def test_response_repairer_recovers_todowrite_from_runtime_registry( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) analysis = repairer.analyze_response( content="I'll track the work first.", response_content=json.dumps( { "name": "TodoWrite", "arguments": { "todos": [ { "content": "Run tests", "active_form": "Running tests", "status": "in_progress", } ] }, } ), tool_calls=[], extracted_iterations=0, max_extracted_iterations=3, ) assert analysis.tool_source == "raw_text" assert analysis.clear_stream is True assert analysis.tool_calls == [ ToolCall( id="call_0", name="TodoWrite", arguments={ "todos": [ { "content": "Run tests", "active_form": "Running tests", "status": "in_progress", } ] }, ) ] def test_response_repairer_fails_honestly_when_raw_tool_budget_is_exhausted( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) analysis = repairer.analyze_response( content=json.dumps( { "name": "read", "arguments": {"file_path": "README.md"}, } ), response_content=json.dumps( { "name": "read", "arguments": {"file_path": "README.md"}, } ), tool_calls=[], extracted_iterations=3, max_extracted_iterations=3, ) assert analysis.should_stop is True assert analysis.final_response == ( "I couldn't safely continue because the model kept emitting raw-text " "tool calls instead of proper tool invocations. Please try again or " "switch to a different backend/model." ) assert analysis.failure == "raw-text tool recovery budget exhausted" assert "Let me know if you'd like me to continue" not in analysis.final_response def test_empty_response_retry_message_surfaces_missing_planned_artifacts_and_working_note( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{temp_dir / 'guides' / 'nginx' / 'index.html'}`", f"- `{temp_dir / 'guides' / 'nginx' / 'chapters'}`", "", ] ) ) first_artifact = temp_dir / "guides" / "nginx" / "index.html" first_artifact.parent.mkdir(parents=True) first_artifact.write_text("\n") dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(first_artifact)) dod.completed_items.append("Create the main index.html file") dod.pending_items.append("Create each chapter file in sequence") context.session.append( SimpleNamespace( role="tool", content=( "Observation [notepad_write_working]: Result: " "- [2026-04-21T19:17:34Z] Creating fifth chapter file: Advanced configurations" ), ) ) decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "Latest working note: Creating fifth chapter file: Advanced configurations" in decision.retry_message assert "Confirmed touched files: `index.html`" in decision.retry_message assert "Confirmed completed work: Create the main index.html file" in decision.retry_message assert "Next pending item: Create each chapter file in sequence" in decision.retry_message assert "Continue from the confirmed progress below instead of restarting." in decision.retry_message def test_empty_response_retry_during_html_quality_repair_shrinks_mutation( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide = temp_dir / "guides" / "nginx" chapters = guide / "chapters" chapters.mkdir(parents=True) first_chapter = chapters / "01-introduction.html" second_chapter = chapters / "02-installation.html" first_chapter.write_text("

Intro

\n") second_chapter.write_text("

Install

\n") context.session.append( Message( role=Role.USER, content=( "Repair focus:\n" f"- Improve `{first_chapter}`: insufficient structured content " "(13 blocks, expected at least 18).\n" f"- Improve `{second_chapter}`: thin content " "(514 text chars, expected at least 1758).\n" f"- Immediate next step: edit `{first_chapter}` with a substantial " "expansion or replacement that satisfies its listed quality issue.\n" ), ) ) dod = create_definition_of_done("Create an equally thorough HTML guide.") dod.touched_files = [str(first_chapter), str(second_chapter)] dod.pending_items.append("Create chapter 1: Introduction to Nginx") decision = repairer.handle_empty_response( task="Create an equally thorough HTML guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "while repairing HTML content quality" in decision.retry_message assert ( f"Active quality repair target: `{first_chapter.resolve(strict=False)}`" in decision.retry_message ) assert "Shrink the next step" in decision.retry_message assert "4-6 substantive sections" in decision.retry_message assert "do not attempt a giant full-page rewrite from memory" in decision.retry_message assert "No narration, no TodoWrite, no final summary" in decision.retry_message assert f"`{second_chapter.resolve(strict=False)}`" in decision.retry_message def test_empty_response_retry_uses_exact_anchor_after_stale_quality_repair_context( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide = temp_dir / "guides" / "nginx" chapters = guide / "chapters" chapters.mkdir(parents=True) chapter = chapters / "05-load-balancing.html" chapter.write_text("

Load Balancing

\n") context.session.append( Message( role=Role.USER, content=( "Repair focus:\n" f"- Improve `{chapter}`: thin content " "(846 text chars, expected at least 1758).\n" f"- Immediate next step: edit `{chapter}`.\n" ), ) ) context.session.append( Message( role=Role.TOOL, content=( "Observation [edit]: Error: Failed to complete the operation " f"after 2 attempts for {chapter}. old_string not found in file." ), ) ) dod = create_definition_of_done("Create an equally thorough HTML guide.") dod.touched_files = [str(chapter)] decision = repairer.handle_empty_response( task="Create an equally thorough HTML guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( "Use exactly one `edit(file_path=..., old_string=..., new_string=...)`" in decision.retry_message ) assert "Use this exact `old_string` value from the current file" in decision.retry_message assert "```html\n\n```" in decision.retry_message assert "Do not call `read`, `patch`, `write`, TodoWrite" in decision.retry_message def test_empty_response_retry_forces_write_for_structural_html_repair( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) chapter = temp_dir / "guides" / "nginx" / "chapters" / "08-troubleshooting.html" chapter.parent.mkdir(parents=True) chapter.write_text( "

Troubleshooting

\n" "

Trailing content.

\n" ) context.session.append( Message( role=Role.USER, content=( "Repair focus:\n" f"- Improve `{chapter}`: content appears after closing .\n" f"- Immediate next step: replace `{chapter}` with one complete valid HTML document.\n" ), ) ) dod = create_definition_of_done("Create an equally thorough HTML guide.") dod.touched_files = [str(chapter)] decision = repairer.handle_empty_response( task="Create an equally thorough HTML guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "content appears after closing " in decision.retry_message assert "Use exactly one `write(file_path=..., content=...)`" in decision.retry_message assert "exactly one closing `` tag" in decision.retry_message def test_empty_response_retry_mentions_write_can_create_missing_parent_directories( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" index_path = guide_root / "index.html" implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{index_path}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.pending_items.extend( [ "Create nginx guide directory structure", "Write main index.html for nginx guide", ] ) decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( "Resume with this exact next step: create `index.html`." in decision.retry_message ) assert ( "Prefer one `write(content=...)` call for " f"`{display_runtime_path(index_path)}` before more research." in decision.retry_message ) assert ( "The `write` tool can create that file's parent directories automatically, so do the write in one step instead of stopping for a separate mkdir." in decision.retry_message ) assert ( f'Emit this tool shape now: `write(file_path="{display_runtime_path(index_path)}", content="...")`.' in decision.retry_message ) assert ( "Write a compact but real initial version of this file now, then refine or expand it in later edits." in decision.retry_message ) assert ( "No narration, no TodoWrite, no rereads, and no empty response; emit the mutation tool call now." in decision.retry_message ) def test_empty_response_retry_preserves_blocked_html_asset_correction( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) target = temp_dir / "guides" / "nginx" / "chapters" / "07-security.html" context.session.append( Message( role=Role.ASSISTANT, content="", tool_calls=[ ToolCall( id="write-security", name="write", arguments={ "file_path": str(target), "content": '', }, ) ], ) ) context.session.append( Message.tool_result_message( tool_call_id="write-security", display_content=( "[Blocked - HTML local asset references do not exist] Suggestion: " "Use only existing local assets for non-HTML href values. " "Missing local asset href(s): ../styles.css. Remove the asset link, " "create the referenced asset first, inline the styling/content, or point " "the href at an existing local file." ), result_content=( "[Blocked - HTML local asset references do not exist] Suggestion: " "Missing local asset href(s): ../styles.css." ), is_error=True, ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.pending_items.append("Create individual chapter files") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "after a blocked HTML asset reference" in decision.retry_message assert f"`{display_runtime_path(target)}`" in decision.retry_message assert "Missing local asset href(s): `../styles.css`." in decision.retry_message assert "remove the entire stylesheet/image/script tag" in decision.retry_message assert "Do not include those missing href values" in decision.retry_message assert "Create individual chapter files" not in decision.retry_message def test_empty_response_retry_uses_directory_creation_for_setup_targets( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters_path = guide_root / "chapters" index_path = guide_root / "index.html" implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{chapters_path}/`", f"- `{index_path}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.pending_items.extend( [ "Create the nginx directory structure", "Create the main index.html file for nginx guide", ] ) decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( "Resume with this exact next step: continue `Create the nginx directory structure` " "by creating `chapters/`." in decision.retry_message ) assert ( "Prefer one concrete directory-creation step for " f"`{display_runtime_path(chapters_path)}` before more research." in decision.retry_message ) expected_command = f"mkdir -p {display_runtime_path(chapters_path)}" assert ( f'Emit this tool shape now: `bash(command="{expected_command}")`.' in decision.retry_message ) assert f'write(file_path="{display_runtime_path(chapters_path)}"' not in decision.retry_message def test_empty_response_retry_uses_home_relative_path_for_home_artifacts( temp_dir: Path, monkeypatch: pytest.MonkeyPatch, ) -> None: monkeypatch.setenv("HOME", str(temp_dir.resolve(strict=False))) context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "Loader" / "guides" / "nginx" index_path = guide_root / "index.html" implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{index_path}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.pending_items.extend( [ "Create nginx guide directory structure", "Write main index.html for nginx guide", ] ) decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "`~/Loader/guides/nginx/index.html`" in decision.retry_message assert ( 'Emit this tool shape now: `write(file_path="~/Loader/guides/nginx/index.html", content="...")`.' in decision.retry_message ) assert ( "Write a compact but real initial version of this file now, then refine or expand it in later edits." in decision.retry_message ) def test_empty_response_retry_recovers_blocked_empty_file_path_to_concrete_target( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" first_chapter = chapters / "01-introduction.html" second_chapter = chapters / "02-installation.html" index_path.write_text("\n") first_chapter.write_text("

Intro

\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{index_path}`", f"- `{first_chapter}`", f"- `{second_chapter}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.extend([str(index_path), str(first_chapter)]) dod.pending_items.append("Creating Chapter 2: Installation and Setup") context.recovery_context = RecoveryContext( original_tool="write", original_args={"file_path": "", "content": "\n"}, ) context.recovery_context.add_attempt( "write", {"file_path": "", "content": "\n"}, "Empty file path", ) decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( "Last tool failure: resend `write` for " f"`{display_runtime_path(second_chapter)}` with a valid `file_path` and real `content`." in decision.retry_message ) assert "Do not leave `file_path` empty" in decision.retry_message assert ( f'Emit this tool shape now: `write(file_path="{display_runtime_path(second_chapter)}", content="...")`.' in decision.retry_message ) def test_empty_response_retry_respects_discovery_first_pending_step( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{temp_dir / 'guides' / 'nginx' / 'index.html'}`", f"- `{temp_dir / 'guides' / 'nginx' / 'chapters'}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.pending_items.extend( [ "First, examine the existing fortran guide structure and content to understand the format", "Create the nginx directory structure", "Develop the main index.html file for the nginx guide", ] ) context.session.append( SimpleNamespace( role="tool", content=( "Observation [notepad_write_working]: Result: " "- [2026-04-22T22:42:18Z] Analyzing the fortran guide structure before creating nginx guide" ), ) ) decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( "Resume with this exact next step: advance `First, examine the existing fortran guide structure and content to understand the format`." in decision.retry_message ) assert "one concrete evidence-gathering tool call" in decision.retry_message assert "Resume with this exact next step: create `index.html`." not in decision.retry_message def test_empty_response_retry_budget_extends_for_late_stage_multi_artifact_progress( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" chapter_one = chapters / "01-getting-started.html" chapter_two = chapters / "02-installation.html" chapter_three = chapters / "03-first-website.html" chapter_four = chapters / "04-configuration-basics.html" index_path.write_text("\n") chapter_one.write_text("

One

\n") chapter_two.write_text("

Two

\n") chapter_three.write_text("

Three

\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", f"- `{chapter_one}`", f"- `{chapter_two}`", f"- `{chapter_three}`", f"- `{chapter_four}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.extend( [str(index_path), str(chapter_one), str(chapter_two), str(chapter_three)] ) dod.completed_items.extend( [ "Create the directory structure for the new nginx guide", "Create the main index.html file with proper structure", ] ) dod.pending_items.append("Create each chapter file in sequence") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=3, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "retry 3/4" in decision.retry_message assert "Follow the same full-payload one-file-at-a-time write pattern" in decision.retry_message def test_empty_response_retry_budget_extends_when_concrete_next_output_is_known( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{temp_dir / 'guides' / 'nginx' / 'index.html'}`", f"- `{temp_dir / 'guides' / 'nginx' / 'chapters'}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.pending_items.append("Develop the main index.html file for the nginx guide") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=3, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "retry 3/4" in decision.retry_message assert "Next missing planned artifact: `index.html`" in decision.retry_message assert ( "Resume with this exact next step: continue `Develop the main index.html file for the nginx guide` " "by creating `index.html`." in decision.retry_message ) def test_empty_response_retry_budget_extends_after_setup_directories_exist( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{index_path}`", f"- `{chapters}/`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.completed_items.extend( [ "First, examine the existing Fortran guide structure to understand the format and depth", "Create the new nginx guide directory structure", ] ) dod.pending_items.append("Develop the main index.html file for the nginx guide") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=5, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "retry 5/6" in decision.retry_message assert "Next missing planned artifact: `index.html`" in decision.retry_message assert ( "Resume with this exact next step: continue `Develop the main index.html file for the nginx guide` " "by creating `index.html`." in decision.retry_message ) def test_empty_response_retry_budget_extends_further_after_first_output_file_exists( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" guide_root.mkdir(parents=True) chapters.mkdir() index_path = guide_root / "index.html" index_path.write_text("\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{chapters}/`", f"- `{index_path}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(index_path)) dod.completed_items.extend( [ "Create the new nginx guide directory structure", "Develop the main index.html file with proper structure", ] ) dod.pending_items.append("Create 01-introduction.html") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=5, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "retry 5/6" in decision.retry_message assert ( "Resume with this exact next step: continue `Create 01-introduction.html` " "by creating `01-introduction.html`." in decision.retry_message ) assert 'Emit this tool shape now: `write(file_path="' in decision.retry_message assert "No narration, no TodoWrite, no rereads, and no empty response" in decision.retry_message def test_empty_response_retry_uses_compact_prompt_after_substantial_progress( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) context.session.messages.append( SimpleNamespace( content=( "Observation [notepad_write_working]: Result: " "- [2026-04-23T19:00:00Z] Creating fifth chapter file: Advanced features" ) ) ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" chapter_one = chapters / "01-getting-started.html" chapter_two = chapters / "02-installation.html" chapter_three = chapters / "03-first-website.html" chapter_four = chapters / "04-configuration-basics.html" chapter_five = chapters / "05-advanced-features.html" index_path.write_text("\n") chapter_one.write_text("

One

\n") chapter_two.write_text("

Two

\n") chapter_three.write_text("

Three

\n") chapter_four.write_text("

Four

\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", f"- `{chapter_one}`", f"- `{chapter_two}`", f"- `{chapter_three}`", f"- `{chapter_four}`", f"- `{chapter_five}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.extend( [str(index_path), str(chapter_one), str(chapter_two), str(chapter_three)] ) dod.completed_items.extend( [ "Create the directory structure for the new nginx guide", "Create the main index.html file with proper structure", ] ) dod.pending_items.append("Create each chapter file in sequence") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=3, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "Continue from the exact next step below." in decision.retry_message assert "Latest working note:" not in decision.retry_message assert "Confirmed completed work:" not in decision.retry_message assert "Next pending item:" not in decision.retry_message def test_empty_response_retry_points_at_next_output_file_when_planned_directory_is_empty( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" index_path.write_text("\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", f"- `{chapters / '02-installation.html'}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(index_path)) dod.pending_items.append("Write the introduction chapter") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "Next missing planned artifact: `chapters/`" in decision.retry_message assert ( "Resume with this exact next step: continue `Write the introduction chapter` " "by creating the next output file under `chapters/`." in decision.retry_message ) assert ( "Prefer one concrete `write` call for a file inside " f"`{display_runtime_path(chapters)}` before more research." in decision.retry_message ) def test_empty_response_retry_treats_develop_index_step_as_mutation_work( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" guide_root.mkdir(parents=True) chapters.mkdir() chapter_one = chapters / "01-introduction.html" index_path = guide_root / "index.html" implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{index_path}`", f"- `{chapters}/`", f"- `{chapter_one}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.completed_items.extend( [ "First, examine the existing Fortran guide structure to understand the format and depth", "Create the new nginx guide directory structure", ] ) dod.pending_items.append("Develop the main index.html file with proper structure") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=2, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( "Resume with this exact next step: continue `Develop the main index.html file with proper structure`" in decision.retry_message ) assert "Next missing planned artifact: `index.html`" in decision.retry_message assert "Prefer one `write(content=...)` call" in decision.retry_message assert "Make the next response one concrete evidence-gathering tool call" not in decision.retry_message def test_empty_response_retry_adds_root_html_starter_shape_for_first_index_write( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" guide_root.mkdir(parents=True) chapters.mkdir() index_path = guide_root / "index.html" chapter_one = chapters / "01-introduction.html" index_path.write_text( "\n".join( [ 'Chapter 1: Introduction to Nginx', 'Chapter 2: Installation and Setup', "", ] ) ) implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{index_path}`", f"- `{chapters}/`", f"- `{chapter_one}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.completed_items.extend( [ "First, examine the existing Fortran guide structure to understand the format and depth", "Create the new nginx guide directory structure", ] ) dod.pending_items.append("Develop the main index.html file with proper structure") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=2, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( "If you get stuck, start with ``, `Nginx Guide`, " "`

Nginx Guide

`, a short intro paragraph, and a linked chapter list that " "points at the guide pages you will create under `chapters/`." in decision.retry_message ) assert "../index.html" not in decision.retry_message def test_repeated_first_index_retry_includes_root_html_payload_shape( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" guide_root.mkdir(parents=True) chapters.mkdir() index_path = guide_root / "index.html" chapter_one = chapters / "01-introduction.html" implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{index_path}`", f"- `{chapters}/`", f"- `{chapter_one}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.completed_items.extend( [ "First, examine the existing Fortran guide structure to understand the format and depth", "Create the new nginx guide directory structure", ] ) dod.pending_items.append("Develop the main index.html file with proper structure") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=5, max_empty_retries=6, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "If blanking continues, use this minimal starter payload shape" in decision.retry_message assert "Nginx Guide" in decision.retry_message assert 'href="chapters/01-introduction.html"' in decision.retry_message assert "../index.html" not in decision.retry_message assert "Starter overview" not in decision.retry_message assert "go here" not in decision.retry_message def test_empty_response_retry_prefers_pending_index_over_broad_directory_headline( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" guide_root.mkdir(parents=True) chapters.mkdir() index_path = guide_root / "index.html" chapter_one = chapters / "01-introduction.html" implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", f"- `{chapter_one}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.completed_items.extend( [ "First, examine the existing Fortran guide structure to understand the format and depth", "Create the new nginx guide directory structure", ] ) dod.pending_items.append("Develop the main index.html file with proper structure") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=4, max_empty_retries=4, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "Next missing planned artifact: `index.html`" in decision.retry_message assert ( "Resume with this exact next step: continue `Develop the main index.html file with proper structure` " "by creating `index.html`." in decision.retry_message ) assert "Next missing planned artifact: `chapters/`" not in decision.retry_message assert "Remaining planned artifacts:" not in decision.retry_message assert ( "Next observed output pattern under `chapters/`: `01-introduction.html`" not in decision.retry_message ) def test_empty_response_retry_uses_concrete_file_language_for_aggregate_chapter_step( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" index_path.write_text( "\n".join( [ "", 'Chapter 1: Introduction to Nginx', 'Chapter 2: Installation and Setup', "", ] ) + "\n" ) implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(index_path)) dod.completed_items.append("Develop the main index.html file with proper structure") dod.pending_items.append("Create chapter files with content and structure") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=3, max_empty_retries=4, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "Next missing planned artifact:" not in decision.retry_message assert ( "Resume with this exact next step: continue `Create chapter files with content and structure` " "by creating `01-introduction.html`." in decision.retry_message ) assert ( 'Emit this tool shape now: `write(file_path="' in decision.retry_message ) assert ( "Write a compact but real initial version of this file now, then refine or expand it in later edits." not in decision.retry_message ) assert "No narration, no TodoWrite, no rereads, and no empty response" in decision.retry_message assert "Follow the same full-payload one-file-at-a-time write pattern" not in decision.retry_message assert "Remaining planned artifacts:" not in decision.retry_message assert "Next pending item:" not in decision.retry_message def test_empty_response_retry_keeps_concrete_second_chapter_for_aggregate_chapter_step( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" chapter_one = chapters / "01-introduction.html" chapter_two = chapters / "02-installation.html" index_path.write_text( "\n".join( [ "", 'Chapter 1: Introduction to Nginx', 'Chapter 2: Installation and Setup', "", ] ) + "\n" ) chapter_one.write_text("

Introduction

\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.extend([str(index_path), str(chapter_one)]) dod.completed_items.extend( [ "Develop the main index.html file with proper structure", "Create first chapter file (01-introduction.html)", ] ) dod.pending_items.append("Create chapter files following the established pattern") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "Next pending item:" not in decision.retry_message assert ( "Resume with this exact next step: continue `Create chapter files following the established pattern` " "by creating `02-installation.html`." in decision.retry_message ) assert ( "It is the next concrete output needed to continue `Create chapter files following the established pattern`." in decision.retry_message ) assert f"`{display_runtime_path(chapter_two)}`" in decision.retry_message assert "Follow the same full-payload one-file-at-a-time write pattern" in decision.retry_message def test_empty_response_retry_keeps_first_substantive_retry_lean( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" reference_chapter = temp_dir / "guides" / "fortran" / "chapters" / "01-introduction.html" reference_chapter.parent.mkdir(parents=True) reference_chapter.write_text("

Chapter 1: Introduction to Fortran

\n") index_path.write_text( "\n".join( [ "", 'Chapter 1: Introduction to Nginx', "", ] ) + "\n" ) context.session.append( Message( role=Role.ASSISTANT, content="", tool_calls=[ ToolCall( id="call_ref", name="read", arguments={"file_path": str(reference_chapter)}, ) ], ) ) implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(index_path)) dod.completed_items.append("Develop the main index.html file with proper structure") dod.pending_items.append("Create chapter files following the established pattern") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( f"Reuse the existing `{display_runtime_path(index_path)}` head/style/container pattern " "for this chapter so the guide stays visually consistent; only adapt the title, heading, " "and chapter body content." in decision.retry_message ) assert ( "If you get stuck, start with `Chapter 1: Introduction to Nginx`, " "`

Chapter 1: Introduction to Nginx

`, one introductory paragraph, a couple " "of `

` sections with short body text, and a back link to `../index.html`." in decision.retry_message ) assert display_runtime_path(reference_chapter) not in decision.retry_message assert "Reference cues from" not in decision.retry_message assert "If blanking continues, use this minimal HTML starter" not in decision.retry_message assert "Write a compact but real initial version of this file now" not in decision.retry_message def test_late_first_substantive_retry_stays_lean( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" reference_chapter = temp_dir / "guides" / "fortran" / "chapters" / "01-introduction.html" reference_chapter.parent.mkdir(parents=True) reference_chapter.write_text("

Chapter 1: Introduction to Fortran

\n") index_path.write_text( "\n".join( [ "", 'Chapter 1: Introduction to Nginx', "", ] ) + "\n" ) context.session.append( Message( role=Role.ASSISTANT, content="", tool_calls=[ ToolCall( id="call_ref", name="read", arguments={"file_path": str(reference_chapter)}, ) ], ) ) implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(index_path)) dod.completed_items.append("Develop the main index.html file with proper structure") dod.pending_items.append("Create chapter files following the established pattern") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=3, max_empty_retries=4, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( f"Reuse the existing `{display_runtime_path(index_path)}` head/style/container pattern " "for this chapter so the guide stays visually consistent; only adapt the title, heading, " "and chapter body content." in decision.retry_message ) assert ( "If you get stuck, start with `Chapter 1: Introduction to Nginx`, " "`

Chapter 1: Introduction to Nginx

`, one introductory paragraph, a couple " "of `

` sections with short body text, and a back link to `../index.html`." in decision.retry_message ) assert display_runtime_path(reference_chapter) not in decision.retry_message assert "Reference cues from" not in decision.retry_message assert "If blanking continues, use this minimal HTML starter" not in decision.retry_message assert "Write a compact but real initial version of this file now" not in decision.retry_message def test_repeated_first_substantive_retry_includes_minimal_payload_shape( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" index_path.write_text( "\n".join( [ "", 'Chapter 1: Introduction to Nginx', "", ] ) + "\n" ) implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(index_path)) dod.completed_items.append("Develop the main index.html file with proper structure") dod.pending_items.append("Create chapter files following the established pattern") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=5, max_empty_retries=6, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "If blanking continues, use this minimal starter payload shape" in decision.retry_message assert "Chapter 1: Introduction to Nginx" in decision.retry_message assert "../index.html" in decision.retry_message assert "Starter content" not in decision.retry_message assert "Key concepts go here" not in decision.retry_message assert "Practical steps go here" not in decision.retry_message def test_empty_response_retry_surfaces_minimal_child_html_payload_earlier_after_progress( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" guide_root.mkdir(parents=True) chapters.mkdir() index_path = guide_root / "index.html" chapter_one = chapters / "01-introduction.html" index_path.write_text( "\n".join( [ 'Chapter 1: Introduction to Nginx', 'Chapter 2: Installation and Setup', "", ] ) ) implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{index_path}`", f"- `{chapters}/`", f"- `{chapter_one}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(index_path)) dod.completed_items.append("Develop the main index.html file with proper structure") dod.pending_items.append("Create first chapter file (01-introduction.html)") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=3, max_empty_retries=6, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "If blanking continues, use this minimal starter payload shape" in decision.retry_message assert "Chapter 1: Introduction to Nginx" in decision.retry_message assert "Starter content" not in decision.retry_message assert "go here" not in decision.retry_message def test_final_empty_response_retry_uses_short_exact_write_call( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" index_path = guide_root / "index.html" chapter_one = chapters / "01-introduction.html" chapters.mkdir(parents=True) index_path.write_text("

Nginx Guide

\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{index_path}`", f"- `{chapter_one}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(index_path)) dod.completed_items.append("Develop the main index.html file with proper structure") dod.pending_items.append("Create first chapter file (01-introduction.html)") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=10, max_empty_retries=6, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "Emit one tool call only" in decision.retry_message assert 'write(file_path="' in decision.retry_message assert "01-introduction.html" in decision.retry_message assert "No prose, no TodoWrite, no reads." in decision.retry_message assert "If blanking continues" not in decision.retry_message assert len(decision.retry_message) < 1000 def test_first_substantive_retry_activates_on_first_empty_turn( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" reference_chapter = temp_dir / "guides" / "fortran" / "chapters" / "01-introduction.html" reference_chapter.parent.mkdir(parents=True) reference_chapter.write_text("

Chapter 1: Introduction to Fortran

\n") index_path.write_text( "\n".join( [ "", 'Chapter 1: Introduction to Nginx', "", ] ) + "\n" ) context.session.append( Message( role=Role.ASSISTANT, content="", tool_calls=[ ToolCall( id="call_ref", name="read", arguments={"file_path": str(reference_chapter)}, ) ], ) ) implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(index_path)) dod.completed_items.append("Develop the main index.html file with proper structure") dod.pending_items.append("Create the nginx chapters content") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=4, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "Emit this tool shape now" in decision.retry_message assert "01-introduction.html" in decision.retry_message assert "If blanking continues, use this minimal HTML starter" not in decision.retry_message def test_late_first_substantive_retry_trims_context_to_core_write_cues( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" reference_chapter = temp_dir / "guides" / "fortran" / "chapters" / "01-introduction.html" reference_chapter.parent.mkdir(parents=True) reference_chapter.write_text("

Chapter 1: Introduction to Fortran

\n") index_path.write_text( "\n".join( [ "", 'Chapter 1: Introduction to Nginx', "", ] ) + "\n" ) context.session.append( Message( role=Role.ASSISTANT, content="", tool_calls=[ ToolCall( id="call_ref", name="read", arguments={"file_path": str(reference_chapter)}, ) ], ) ) implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(index_path)) dod.completed_items.append("Develop the main index.html file with proper structure") dod.pending_items.append("Create chapter files following the established pattern") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=6, max_empty_retries=6, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( f"Reuse the existing `{display_runtime_path(index_path)}` head/style/container pattern " "for this chapter so the guide stays visually consistent; only adapt the title, heading, " "and chapter body content." in decision.retry_message ) assert ( "If you get stuck, start with `Chapter 1: Introduction to Nginx`, " "`

Chapter 1: Introduction to Nginx

`, one introductory paragraph, a couple " "of `

` sections with short body text, and a back link to `../index.html`." in decision.retry_message ) assert "Chapter 1: Introduction to Nginx" in decision.retry_message assert ( f"You already read `{display_runtime_path(reference_chapter)}`; reuse its overall structure " "as the starting pattern for this new file, then adapt the content to the current target." not in decision.retry_message ) assert "Reference cues from" not in decision.retry_message assert "If blanking continues, use this minimal HTML starter" not in decision.retry_message assert "Write a compact but real initial version of this file now" not in decision.retry_message def test_empty_response_retry_prefers_output_index_over_reference_index_with_same_name( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) nginx_root = temp_dir / "Loader" / "guides" / "nginx" fortran_root = temp_dir / "Loader" / "guides" / "fortran" nginx_root.mkdir(parents=True) fortran_root.mkdir(parents=True) reference_index = fortran_root / "index.html" reference_index.write_text("fortran\n") output_index = nginx_root / "index.html" implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{output_index}`", f"- `{nginx_root / 'chapters'}/`", f"- `{reference_index}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(reference_index)) dod.completed_items.append( "First, examine the existing Fortran guide structure and content" ) dod.pending_items.append("Develop the nginx index.html file") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=2, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( "Resume with this exact next step: continue `Develop the nginx index.html file` " f"by creating `{output_index.name}`." in decision.retry_message ) assert ( f'Emit this tool shape now: `write(file_path="{display_runtime_path(output_index)}", content="...")`.' in decision.retry_message ) assert str(reference_index) not in decision.retry_message def test_empty_response_retry_points_at_declared_child_file_within_incomplete_output_directory( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" index_path.write_text( "\n".join( [ "", 'Introduction', 'Installation', "", ] ) + "\n" ) implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", f"- `{chapters / '02-installation.html'}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(index_path)) dod.pending_items.append("Write the introduction chapter") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( "Resume with this exact next step: continue `Write the introduction chapter` " "by creating `introduction.html`." in decision.retry_message ) assert "Next declared output under `chapters/`" not in decision.retry_message assert ( f'Emit this tool shape now: `write(file_path="{display_runtime_path(chapters / "introduction.html")}", content="...")`.' in decision.retry_message ) def test_empty_response_retry_names_missing_declared_child_after_directory_exists( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" chapter_four = chapters / "04-reverse-proxy.html" chapter_five = chapters / "05-load-balancing.html" chapter_six = chapters / "06-security.html" index_path.write_text( "\n".join( [ "", 'Reverse Proxy', 'Load Balancing', 'Security', "", ] ) + "\n" ) chapter_four.write_text("

Reverse Proxy

\n") chapter_five.write_text("

Load Balancing

\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.extend([str(index_path), str(chapter_four), str(chapter_five)]) dod.completed_items.append("Create load balancing chapter") dod.pending_items.extend(["Complete the requested work", "Collect verification evidence"]) decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=2, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "Resume with this exact next step: create `06-security.html`." in decision.retry_message assert "It is the next missing declared output" in decision.retry_message assert ( f'Emit this tool shape now: `write(file_path="{display_runtime_path(chapter_six)}", content="...")`.' in decision.retry_message ) def test_empty_response_retry_infers_concrete_file_from_pending_todo_after_broad_artifacts_exist( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" chapter_one = chapters / "01-introduction.html" index_path.write_text("\n") chapter_one.write_text("\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", f"- `{chapters / '02-installation.html'}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.extend([str(index_path), str(chapter_one)]) dod.completed_items.extend( [ "Create index.html for nginx guide", "Create first chapter file (01-introduction.html)", ] ) dod.pending_items.append("Create second chapter file (02-installation.html)") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=2, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( "Resume with this exact next step: continue `Create second chapter file " "(02-installation.html)` by creating `02-installation.html`." in decision.retry_message ) assert ( "Prefer one `write(content=...)` call for " f"`{display_runtime_path(chapters / '02-installation.html')}` " "before more research." in decision.retry_message ) assert "Do not return another working note or empty response" in decision.retry_message def test_empty_response_retry_maps_title_style_todo_to_html_graph_target( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" chapter_one = chapters / "01-introduction.html" index_path.write_text( "\n".join( [ "", 'Chapter 1: Introduction to NGINX Tool', 'Chapter 2: Installation and Setup', "", ] ) + "\n" ) chapter_one.write_text("\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", f"- `{chapters / '02-installation.html'}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.extend([str(index_path), str(chapter_one)]) dod.completed_items.extend( [ "Create index.html for nginx guide", "Create Chapter 1: Introduction to NGINX Tool", ] ) dod.pending_items.append("Creating Chapter 2: Installation and Setup") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=2, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( "Resume with this exact next step: continue `Creating Chapter 2: Installation and Setup` " "by creating `02-installation.html`." in decision.retry_message ) assert ( "Prefer one `write(content=...)` call for " f"`{display_runtime_path(chapters / '02-installation.html')}` " "before more research." in decision.retry_message ) assert ( f'Emit this tool shape now: `write(file_path="{display_runtime_path(chapters / "02-installation.html")}", content="...")`.' in decision.retry_message ) assert ( "Use the existing outline label `Chapter 2: Installation and Setup` for that file " "so it matches the current guide structure." in decision.retry_message ) def test_late_chapter_retry_reuses_existing_sibling_html_structure( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" chapter_one = chapters / "01-introduction.html" chapter_two = chapters / "02-installation.html" chapter_three = chapters / "03-basic-configuration.html" index_path.write_text( "\n".join( [ "", 'Chapter 1: Introduction to Nginx', 'Chapter 2: Installation', 'Chapter 3: Basic Configuration', "", ] ) + "\n" ) chapter_one.write_text("

Chapter 1

\n") chapter_two.write_text("

Chapter 2

\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", f"- `{chapter_one}`", f"- `{chapter_two}`", f"- `{chapter_three}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.extend([str(index_path), str(chapter_one), str(chapter_two)]) dod.completed_items.extend( [ "Create index.html for nginx guide", "Create first chapter file (01-introduction.html)", "Create second chapter file (02-installation.html)", ] ) dod.pending_items.append("Create third chapter file (03-basic-configuration.html)") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=4, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( "Reuse the overall structure and navigation pattern from " f"`{display_runtime_path(chapter_two)}` as the starting pattern for " "`Chapter 3: Basic Configuration`; adapt the title, heading, and body content " "to the new chapter." in decision.retry_message ) assert ( "If you get stuck, start with `Chapter 3: Basic Configuration`, " "`

Chapter 3: Basic Configuration

`, one introductory paragraph, a couple " "of `

` sections with short body text, and a back link to `../index.html`." in decision.retry_message ) def test_empty_response_retry_reminds_model_to_resend_real_write_payload( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) chapter_one = chapters / "01-introduction.html" chapter_one.write_text("\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{guide_root / 'index.html'}`", f"- `{chapters / '01-introduction.html'}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(chapter_one)) dod.completed_items.append("Create first chapter file (01-introduction.html)") dod.pending_items.append("Develop the main index.html file for the nginx guide") recovery_context = RecoveryContext( original_tool="write", original_args={ "file_path": "~/Loader/guides/nginx/index.html", "content_chars": 1354, "content_lines": 30, }, ) recovery_context.add_attempt( "write", { "file_path": "~/Loader/guides/nginx/index.html", "content_chars": 1354, "content_lines": 30, }, "WriteTool.execute() missing 1 required positional argument: 'content'", ) context.recovery_context = recovery_context decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=2, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "resend `write`" in decision.retry_message assert "content_chars" in decision.retry_message assert "index.html" in decision.retry_message def test_empty_response_retry_uses_compact_prompt_after_early_progress_with_concrete_next_file( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" chapter_one = chapters / "01-introduction.html" index_path.write_text( "\n".join( [ "", 'Introduction', 'Installation', "", ] ) + "\n" ) chapter_one.write_text("\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", f"- `{chapters / '02-installation.html'}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.extend([str(index_path), str(chapter_one)]) dod.completed_items.extend( [ "Create index.html for nginx guide", "Create first chapter file (01-introduction.html)", ] ) dod.pending_items.append("Create second chapter file (02-installation.html)") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "Continue from the exact next step below." in decision.retry_message assert "Confirmed completed work:" not in decision.retry_message assert "Next pending item:" not in decision.retry_message assert ( "Resume with this exact next step: continue `Create second chapter file " "(02-installation.html)` by creating `02-installation.html`." in decision.retry_message ) def test_empty_response_retry_ignores_stale_setup_todo_after_files_created( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" chapter_one = chapters / "01-introduction.html" index_path.write_text("\n") chapter_one.write_text("\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", f"- `{chapter_one}`", f"- `{chapters / '02-installation.html'}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.extend([str(index_path), str(chapter_one)]) dod.completed_items.extend( [ "Develop the main index.html file for the nginx guide", "Create first chapter file (01-introduction.html)", ] ) dod.pending_items.extend( [ "Create the nginx directory structure", "Create second chapter file (02-installation.html)", ] ) decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert "Create the nginx directory structure" not in decision.retry_message assert "02-installation.html" in decision.retry_message def test_empty_response_retry_fails_after_extended_late_stage_budget_is_exhausted( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" chapter_one = chapters / "01-getting-started.html" chapter_two = chapters / "02-installation.html" chapter_three = chapters / "03-first-website.html" chapter_four = chapters / "04-configuration-basics.html" index_path.write_text("\n") chapter_one.write_text("

One

\n") chapter_two.write_text("

Two

\n") chapter_three.write_text("

Three

\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", f"- `{chapter_one}`", f"- `{chapter_two}`", f"- `{chapter_three}`", f"- `{chapter_four}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.extend( [str(index_path), str(chapter_one), str(chapter_two), str(chapter_three)] ) dod.completed_items.extend( [ "Create the directory structure for the new nginx guide", "Create the main index.html file with proper structure", ] ) dod.pending_items.append("Create each chapter file in sequence") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=5, max_empty_retries=2, dod=dod, ) assert decision.should_continue is False assert decision.final_response is not None assert "retrying 4 times" in decision.final_response def test_empty_response_retry_mentions_todowrite_when_progress_has_outpaced_tracking( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root / 'index.html'}`", f"- `{chapters / '01-getting-started.html'}`", f"- `{chapters / '02-installation.html'}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.extend( [ str(guide_root / "index.html"), str(chapters / "01-getting-started.html"), ] ) dod.completed_items.extend( [ "Create the directory structure for the new nginx guide", "Create the main index.html file with proper structure", ] ) dod.pending_items.append("Create each chapter file in sequence") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.retry_message is not None assert "Continue from the exact next step below." in decision.retry_message assert "refresh `TodoWrite` alongside the next concrete mutation" not in decision.retry_message def test_empty_response_retry_omits_stale_aggregate_completed_work_when_artifacts_missing( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" chapter_one = chapters / "01-getting-started.html" chapter_two = chapters / "02-installation.html" chapter_three = chapters / "03-first-website.html" index_path.write_text("\n") chapter_one.write_text("

One

\n") chapter_two.write_text("

Two

\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", f"- `{chapter_one}`", f"- `{chapter_two}`", f"- `{chapter_three}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.extend([str(index_path), str(chapter_one), str(chapter_two)]) dod.completed_items.extend( [ "Create the main index.html file with proper structure", "Link all chapters together properly", ] ) dod.pending_items.append("Create each chapter file in sequence") decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.retry_message is not None assert "Link all chapters together properly" not in decision.retry_message assert "Continue from the exact next step below." in decision.retry_message assert "Resume with this exact next step:" in decision.retry_message def test_empty_response_retry_names_next_file_from_observed_sibling_directory( temp_dir: Path, ) -> None: context = build_context( temp_dir=temp_dir, use_react=False, ) repairer = ResponseRepairer(context) reference_chapters = temp_dir / "fortran" / "chapters" reference_chapters.mkdir(parents=True) (reference_chapters / "01-introduction.html").write_text("

Introduction

\n") guide_root = temp_dir / "guides" / "nginx" chapters = guide_root / "chapters" chapters.mkdir(parents=True) index_path = guide_root / "index.html" index_path.write_text("\n") implementation_plan = temp_dir / "implementation.md" implementation_plan.write_text( "\n".join( [ "# Implementation Plan", "", "## File Changes", f"- `{guide_root}/`", f"- `{chapters}/`", f"- `{index_path}`", "", ] ) ) dod = create_definition_of_done("Create a multi-file nginx guide.") dod.implementation_plan = str(implementation_plan) dod.touched_files.append(str(index_path)) dod.pending_items.append("Write the introduction chapter") context.session.append( Message( role=Role.ASSISTANT, content="", tool_calls=[ ToolCall( id="read-ref-1", name="read", arguments={"file_path": str(reference_chapters / "01-introduction.html")}, ) ], ) ) decision = repairer.handle_empty_response( task="Create a multi-file nginx guide.", original_task=None, empty_retry_count=1, max_empty_retries=2, dod=dod, ) assert decision.should_continue is True assert decision.retry_message is not None assert ( "Resume with this exact next step: continue `Write the introduction chapter` " "by creating `01-introduction.html`." in decision.retry_message ) assert ( f'Emit this tool shape now: `write(file_path="{display_runtime_path(chapters / "01-introduction.html")}", content="...")`.' in decision.retry_message ) assert "Next observed output pattern under `chapters/`" not in decision.retry_message assert display_runtime_path(reference_chapters / "01-introduction.html") not in decision.retry_message