Full Code of BeehiveInnovations/pal-mcp-server for AI

gitextract_qj0m35_8/

├── .claude/
│   ├── commands/
│   │   └── fix-github-issue.md
│   └── settings.json
├── .coveragerc
├── .dockerignore
├── .gitattributes
├── .github/
│   ├── FUNDING.yml
│   ├── ISSUE_TEMPLATE/
│   │   ├── bug_report.yml
│   │   ├── config.yml
│   │   ├── documentation.yml
│   │   ├── feature_request.yml
│   │   └── tool_addition.yml
│   ├── pull_request_template.md
│   └── workflows/
│       ├── docker-pr.yml
│       ├── docker-release.yml
│       ├── semantic-pr.yml
│       ├── semantic-release.yml
│       └── test.yml
├── .gitignore
├── .pre-commit-config.yaml
├── AGENTS.md
├── CHANGELOG.md
├── CLAUDE.md
├── Dockerfile
├── LICENSE
├── README.md
├── SECURITY.md
├── claude_config_example.json
├── clink/
│   ├── __init__.py
│   ├── agents/
│   │   ├── __init__.py
│   │   ├── base.py
│   │   ├── claude.py
│   │   ├── codex.py
│   │   └── gemini.py
│   ├── constants.py
│   ├── models.py
│   ├── parsers/
│   │   ├── __init__.py
│   │   ├── base.py
│   │   ├── claude.py
│   │   ├── codex.py
│   │   └── gemini.py
│   └── registry.py
├── code_quality_checks.ps1
├── code_quality_checks.sh
├── communication_simulator_test.py
├── conf/
│   ├── __init__.py
│   ├── azure_models.json
│   ├── cli_clients/
│   │   ├── claude.json
│   │   ├── codex.json
│   │   └── gemini.json
│   ├── custom_models.json
│   ├── dial_models.json
│   ├── gemini_models.json
│   ├── openai_models.json
│   ├── openrouter_models.json
│   └── xai_models.json
├── config.py
├── docker/
│   ├── README.md
│   └── scripts/
│       ├── build.ps1
│       ├── build.sh
│       ├── deploy.ps1
│       ├── deploy.sh
│       └── healthcheck.py
├── docker-compose.yml
├── docs/
│   ├── adding_providers.md
│   ├── adding_tools.md
│   ├── advanced-usage.md
│   ├── ai-collaboration.md
│   ├── ai_banter.md
│   ├── azure_openai.md
│   ├── configuration.md
│   ├── context-revival.md
│   ├── contributions.md
│   ├── custom_models.md
│   ├── docker-deployment.md
│   ├── gemini-setup.md
│   ├── getting-started.md
│   ├── index.md
│   ├── locale-configuration.md
│   ├── logging.md
│   ├── model_ranking.md
│   ├── name-change.md
│   ├── testing.md
│   ├── tools/
│   │   ├── analyze.md
│   │   ├── apilookup.md
│   │   ├── challenge.md
│   │   ├── chat.md
│   │   ├── clink.md
│   │   ├── codereview.md
│   │   ├── consensus.md
│   │   ├── debug.md
│   │   ├── docgen.md
│   │   ├── listmodels.md
│   │   ├── planner.md
│   │   ├── precommit.md
│   │   ├── refactor.md
│   │   ├── secaudit.md
│   │   ├── testgen.md
│   │   ├── thinkdeep.md
│   │   ├── tracer.md
│   │   └── version.md
│   ├── troubleshooting.md
│   ├── vcr-testing.md
│   └── wsl-setup.md
├── examples/
│   ├── claude_config_macos.json
│   └── claude_config_wsl.json
├── pal-mcp-server
├── providers/
│   ├── __init__.py
│   ├── azure_openai.py
│   ├── base.py
│   ├── custom.py
│   ├── dial.py
│   ├── gemini.py
│   ├── openai.py
│   ├── openai_compatible.py
│   ├── openrouter.py
│   ├── registries/
│   │   ├── __init__.py
│   │   ├── azure.py
│   │   ├── base.py
│   │   ├── custom.py
│   │   ├── dial.py
│   │   ├── gemini.py
│   │   ├── openai.py
│   │   ├── openrouter.py
│   │   └── xai.py
│   ├── registry.py
│   ├── registry_provider_mixin.py
│   ├── shared/
│   │   ├── __init__.py
│   │   ├── model_capabilities.py
│   │   ├── model_response.py
│   │   ├── provider_type.py
│   │   └── temperature.py
│   └── xai.py
├── pyproject.toml
├── pytest.ini
├── requirements-dev.txt
├── requirements.txt
├── run-server.ps1
├── run-server.sh
├── run_integration_tests.ps1
├── run_integration_tests.sh
├── scripts/
│   └── sync_version.py
├── server.py
├── simulator_tests/
│   ├── __init__.py
│   ├── base_test.py
│   ├── conversation_base_test.py
│   ├── log_utils.py
│   ├── test_analyze_validation.py
│   ├── test_basic_conversation.py
│   ├── test_chat_simple_validation.py
│   ├── test_codereview_validation.py
│   ├── test_consensus_conversation.py
│   ├── test_consensus_three_models.py
│   ├── test_consensus_workflow_accurate.py
│   ├── test_content_validation.py
│   ├── test_conversation_chain_validation.py
│   ├── test_cross_tool_comprehensive.py
│   ├── test_cross_tool_continuation.py
│   ├── test_debug_certain_confidence.py
│   ├── test_debug_validation.py
│   ├── test_line_number_validation.py
│   ├── test_logs_validation.py
│   ├── test_model_thinking_config.py
│   ├── test_o3_model_selection.py
│   ├── test_o3_pro_expensive.py
│   ├── test_ollama_custom_url.py
│   ├── test_openrouter_fallback.py
│   ├── test_openrouter_models.py
│   ├── test_per_tool_deduplication.py
│   ├── test_planner_continuation_history.py
│   ├── test_planner_validation.py
│   ├── test_planner_validation_old.py
│   ├── test_precommitworkflow_validation.py
│   ├── test_prompt_size_limit_bug.py
│   ├── test_refactor_validation.py
│   ├── test_secaudit_validation.py
│   ├── test_testgen_validation.py
│   ├── test_thinkdeep_validation.py
│   ├── test_token_allocation_validation.py
│   ├── test_vision_capability.py
│   └── test_xai_models.py
├── systemprompts/
│   ├── __init__.py
│   ├── analyze_prompt.py
│   ├── chat_prompt.py
│   ├── clink/
│   │   ├── codex_codereviewer.txt
│   │   ├── default.txt
│   │   ├── default_codereviewer.txt
│   │   └── default_planner.txt
│   ├── codereview_prompt.py
│   ├── consensus_prompt.py
│   ├── debug_prompt.py
│   ├── docgen_prompt.py
│   ├── generate_code_prompt.py
│   ├── planner_prompt.py
│   ├── precommit_prompt.py
│   ├── refactor_prompt.py
│   ├── secaudit_prompt.py
│   ├── testgen_prompt.py
│   ├── thinkdeep_prompt.py
│   └── tracer_prompt.py
├── tests/
│   ├── CASSETTE_MAINTENANCE.md
│   ├── __init__.py
│   ├── conftest.py
│   ├── gemini_cassettes/
│   │   ├── chat_codegen/
│   │   │   └── gemini25_pro_calculator/
│   │   │       └── mldev.json
│   │   ├── chat_cross/
│   │   │   └── step1_gemini25_flash_number/
│   │   │       └── mldev.json
│   │   └── consensus/
│   │       └── step2_gemini25_flash_against/
│   │           └── mldev.json
│   ├── http_transport_recorder.py
│   ├── mock_helpers.py
│   ├── openai_cassettes/
│   │   ├── chat_cross_step2_gpt5_reminder.json
│   │   ├── chat_gpt5_continuation.json
│   │   ├── chat_gpt5_moon_distance.json
│   │   ├── consensus_step1_gpt51_for.json
│   │   ├── consensus_step1_gpt52_for.json
│   │   ├── consensus_step1_gpt5_for.json
│   │   └── o3_pro_basic_math.json
│   ├── pii_sanitizer.py
│   ├── sanitize_cassettes.py
│   ├── test_alias_target_restrictions.py
│   ├── test_auto_mode.py
│   ├── test_auto_mode_comprehensive.py
│   ├── test_auto_mode_custom_provider_only.py
│   ├── test_auto_mode_model_listing.py
│   ├── test_auto_mode_provider_selection.py
│   ├── test_auto_model_planner_fix.py
│   ├── test_azure_openai_provider.py
│   ├── test_buggy_behavior_prevention.py
│   ├── test_cassette_semantic_matching.py
│   ├── test_challenge.py
│   ├── test_chat_codegen_integration.py
│   ├── test_chat_cross_model_continuation.py
│   ├── test_chat_openai_integration.py
│   ├── test_chat_simple.py
│   ├── test_clink_claude_agent.py
│   ├── test_clink_claude_parser.py
│   ├── test_clink_codex_agent.py
│   ├── test_clink_gemini_agent.py
│   ├── test_clink_gemini_parser.py
│   ├── test_clink_integration.py
│   ├── test_clink_parsers.py
│   ├── test_clink_tool.py
│   ├── test_collaboration.py
│   ├── test_config.py
│   ├── test_consensus.py
│   ├── test_consensus_integration.py
│   ├── test_consensus_schema.py
│   ├── test_conversation_continuation_integration.py
│   ├── test_conversation_field_mapping.py
│   ├── test_conversation_file_features.py
│   ├── test_conversation_memory.py
│   ├── test_conversation_missing_files.py
│   ├── test_custom_openai_temperature_fix.py
│   ├── test_custom_provider.py
│   ├── test_debug.py
│   ├── test_deploy_scripts.py
│   ├── test_dial_provider.py
│   ├── test_directory_expansion_tracking.py
│   ├── test_disabled_tools.py
│   ├── test_docker_claude_desktop_integration.py
│   ├── test_docker_config_complete.py
│   ├── test_docker_healthcheck.py
│   ├── test_docker_implementation.py
│   ├── test_docker_mcp_validation.py
│   ├── test_docker_security.py
│   ├── test_docker_volume_persistence.py
│   ├── test_file_protection.py
│   ├── test_gemini_token_usage.py
│   ├── test_image_support_integration.py
│   ├── test_image_validation.py
│   ├── test_integration_utf8.py
│   ├── test_intelligent_fallback.py
│   ├── test_issue_245_simple.py
│   ├── test_large_prompt_handling.py
│   ├── test_line_numbers_integration.py
│   ├── test_listmodels.py
│   ├── test_listmodels_restrictions.py
│   ├── test_mcp_error_handling.py
│   ├── test_model_enumeration.py
│   ├── test_model_metadata_continuation.py
│   ├── test_model_resolution_bug.py
│   ├── test_model_restrictions.py
│   ├── test_o3_pro_output_text_fix.py
│   ├── test_o3_temperature_fix_simple.py
│   ├── test_openai_compatible_token_usage.py
│   ├── test_openai_provider.py
│   ├── test_openrouter_provider.py
│   ├── test_openrouter_registry.py
│   ├── test_openrouter_store_parameter.py
│   ├── test_parse_model_option.py
│   ├── test_path_traversal_security.py
│   ├── test_per_tool_model_defaults.py
│   ├── test_pii_sanitizer.py
│   ├── test_pip_detection_fix.py
│   ├── test_planner.py
│   ├── test_precommit_workflow.py
│   ├── test_prompt_regression.py
│   ├── test_prompt_size_limit_bug_fix.py
│   ├── test_provider_retry_logic.py
│   ├── test_provider_routing_bugs.py
│   ├── test_provider_utf8.py
│   ├── test_providers.py
│   ├── test_rate_limit_patterns.py
│   ├── test_refactor.py
│   ├── test_secaudit.py
│   ├── test_server.py
│   ├── test_supported_models_aliases.py
│   ├── test_thinking_modes.py
│   ├── test_tools.py
│   ├── test_tracer.py
│   ├── test_utf8_localization.py
│   ├── test_utils.py
│   ├── test_uvx_resource_packaging.py
│   ├── test_uvx_support.py
│   ├── test_workflow_file_embedding.py
│   ├── test_workflow_metadata.py
│   ├── test_workflow_prompt_size_validation_simple.py
│   ├── test_workflow_utf8.py
│   ├── test_xai_provider.py
│   └── transport_helpers.py
├── tools/
│   ├── __init__.py
│   ├── analyze.py
│   ├── apilookup.py
│   ├── challenge.py
│   ├── chat.py
│   ├── clink.py
│   ├── codereview.py
│   ├── consensus.py
│   ├── debug.py
│   ├── docgen.py
│   ├── listmodels.py
│   ├── models.py
│   ├── planner.py
│   ├── precommit.py
│   ├── refactor.py
│   ├── secaudit.py
│   ├── shared/
│   │   ├── __init__.py
│   │   ├── base_models.py
│   │   ├── base_tool.py
│   │   ├── exceptions.py
│   │   └── schema_builders.py
│   ├── simple/
│   │   ├── __init__.py
│   │   └── base.py
│   ├── testgen.py
│   ├── thinkdeep.py
│   ├── tracer.py
│   ├── version.py
│   └── workflow/
│       ├── __init__.py
│       ├── base.py
│       ├── schema_builders.py
│       └── workflow_mixin.py
└── utils/
    ├── __init__.py
    ├── client_info.py
    ├── conversation_memory.py
    ├── env.py
    ├── file_types.py
    ├── file_utils.py
    ├── image_utils.py
    ├── model_context.py
    ├── model_restrictions.py
    ├── security_config.py
    ├── storage_backend.py
    └── token_utils.py

SYMBOL INDEX (2687 symbols across 222 files)

FILE: clink/agents/__init__.py
  function create_agent (line 19) | def create_agent(client: ResolvedCLIClient) -> BaseCLIAgent:

FILE: clink/agents/base.py
  class AgentOutput (line 24) | class AgentOutput:
  class CLIAgentError (line 37) | class CLIAgentError(RuntimeError):
    method __init__ (line 40) | def __init__(self, message: str, *, returncode: int | None = None, std...
  class BaseCLIAgent (line 47) | class BaseCLIAgent:
    method __init__ (line 50) | def __init__(self, client: ResolvedCLIClient):
    method run (line 55) | async def run(
    method _build_command (line 193) | def _build_command(self, *, role: ResolvedCLIRole, system_prompt: str ...
    method _build_environment (line 201) | def _build_environment(self) -> dict[str, str]:
    method _recover_from_error (line 210) | def _recover_from_error(

FILE: clink/agents/claude.py
  class ClaudeAgent (line 11) | class ClaudeAgent(BaseCLIAgent):
    method _build_command (line 14) | def _build_command(self, *, role: ResolvedCLIRole, system_prompt: str ...
    method _recover_from_error (line 25) | def _recover_from_error(

FILE: clink/agents/codex.py
  class CodexAgent (line 11) | class CodexAgent(BaseCLIAgent):
    method __init__ (line 14) | def __init__(self, client: ResolvedCLIClient):
    method _recover_from_error (line 17) | def _recover_from_error(

FILE: clink/agents/gemini.py
  class GeminiAgent (line 14) | class GeminiAgent(BaseCLIAgent):
    method __init__ (line 17) | def __init__(self, client: ResolvedCLIClient):
    method _recover_from_error (line 20) | def _recover_from_error(

FILE: clink/constants.py
  class CLIInternalDefaults (line 18) | class CLIInternalDefaults:

FILE: clink/models.py
  class OutputCaptureConfig (line 11) | class OutputCaptureConfig(BaseModel):
  class CLIRoleConfig (line 21) | class CLIRoleConfig(BaseModel):
    method _ensure_list (line 33) | def _ensure_list(cls, value: Any) -> list[str]:
  class CLIClientConfig (line 43) | class CLIClientConfig(BaseModel):
    method _ensure_args_list (line 57) | def _ensure_args_list(cls, value: Any) -> list[str]:
  class ResolvedCLIRole (line 67) | class ResolvedCLIRole(BaseModel):
  class ResolvedCLIClient (line 76) | class ResolvedCLIClient(BaseModel):
    method list_roles (line 91) | def list_roles(self) -> list[str]:
    method get_role (line 94) | def get_role(self, role_name: str | None) -> ResolvedCLIRole:

FILE: clink/parsers/__init__.py
  function get_parser (line 17) | def get_parser(name: str) -> BaseParser:

FILE: clink/parsers/base.py
  class ParsedCLIResponse (line 10) | class ParsedCLIResponse:
  class ParserError (line 17) | class ParserError(RuntimeError):
  class BaseParser (line 21) | class BaseParser:
    method parse (line 26) | def parse(self, stdout: str, stderr: str) -> ParsedCLIResponse:

FILE: clink/parsers/claude.py
  class ClaudeJSONParser (line 11) | class ClaudeJSONParser(BaseParser):
    method parse (line 16) | def parse(self, stdout: str, stderr: str) -> ParsedCLIResponse:
    method _build_metadata (line 79) | def _build_metadata(self, payload: dict[str, Any], stderr: str) -> dic...
    method _extract_message (line 126) | def _extract_message(self, payload: dict[str, Any]) -> str | None:

FILE: clink/parsers/codex.py
  class CodexJSONLParser (line 11) | class CodexJSONLParser(BaseParser):
    method parse (line 16) | def parse(self, stdout: str, stderr: str) -> ParsedCLIResponse:

FILE: clink/parsers/gemini.py
  class GeminiJSONParser (line 11) | class GeminiJSONParser(BaseParser):
    method parse (line 16) | def parse(self, stdout: str, stderr: str) -> ParsedCLIResponse:
    method _build_fallback_message (line 59) | def _build_fallback_message(self, payload: dict[str, Any], stderr: str...

FILE: clink/registry.py
  class RegistryLoadError (line 33) | class RegistryLoadError(RuntimeError):
  class ClinkRegistry (line 37) | class ClinkRegistry:
    method __init__ (line 40) | def __init__(self) -> None:
    method _load (line 44) | def _load(self) -> None:
    method reload (line 71) | def reload(self) -> None:
    method list_clients (line 75) | def list_clients(self) -> list[str]:
    method list_roles (line 78) | def list_roles(self, cli_name: str) -> list[str]:
    method get_client (line 82) | def get_client(self, cli_name: str) -> ResolvedCLIClient:
    method _iter_config_files (line 93) | def _iter_config_files(self) -> Iterable[Path]:
    method _resolve_config (line 128) | def _resolve_config(self, raw: CLIClientConfig, *, source_path: Path) ...
    method _resolve_executable (line 174) | def _resolve_executable(
    method _merge_env (line 185) | def _merge_env(
    method _resolve_roles (line 196) | def _resolve_roles(
    method _resolve_prompt_path (line 224) | def _resolve_prompt_path(self, prompt_path: str, base_dir: Path) -> Path:
    method _resolve_optional_path (line 230) | def _resolve_optional_path(self, candidate: str | None, base_dir: Path...
    method _resolve_path (line 235) | def _resolve_path(self, candidate: str, base_dir: Path) -> Path:
  function get_registry (line 251) | def get_registry() -> ClinkRegistry:

FILE: communication_simulator_test.py
  class CommunicationSimulator (line 79) | class CommunicationSimulator:
    method __init__ (line 82) | def __init__(
    method _get_python_path (line 134) | def _get_python_path(self) -> str:
    method _create_test_runner (line 157) | def _create_test_runner(self, test_class):
    method setup_test_environment (line 170) | def setup_test_environment(self) -> bool:
    method _run_server_script (line 191) | def _run_server_script(self) -> bool:
    method _verify_server_environment (line 221) | def _verify_server_environment(self) -> bool:
    method simulate_claude_cli_session (line 257) | def simulate_claude_cli_session(self) -> bool:
    method _run_selected_tests (line 280) | def _run_selected_tests(self) -> bool:
    method _run_single_test (line 296) | def _run_single_test(self, test_name: str) -> bool:
    method run_individual_test (line 319) | def run_individual_test(self, test_name: str) -> bool:
    method get_available_tests (line 352) | def get_available_tests(self) -> dict[str, str]:
    method print_test_summary (line 361) | def print_test_summary(self):
    method run_full_test_suite (line 388) | def run_full_test_suite(self) -> bool:
    method cleanup (line 415) | def cleanup(self):
    method _run_command (line 443) | def _run_command(self, cmd: list[str], check: bool = True, capture_out...
  function parse_arguments (line 451) | def parse_arguments():
  function list_available_tests (line 469) | def list_available_tests():
  function run_individual_test (line 481) | def run_individual_test(simulator, test_name):
  function run_test_suite (line 504) | def run_test_suite(simulator):
  function main (line 528) | def main():

FILE: config.py
  function _calculate_mcp_prompt_limit (line 117) | def _calculate_mcp_prompt_limit() -> int:

FILE: docker/scripts/healthcheck.py
  function check_process (line 20) | def check_process():
  function check_python_imports (line 29) | def check_python_imports():
  function check_log_directory (line 45) | def check_log_directory():
  function check_environment (line 63) | def check_environment():
  function main (line 91) | def main():

FILE: providers/azure_openai.py
  class AzureOpenAIProvider (line 23) | class AzureOpenAIProvider(OpenAICompatibleProvider):
    method __init__ (line 35) | def __init__(
    method get_all_model_capabilities (line 78) | def get_all_model_capabilities(self) -> dict[str, ModelCapabilities]:
    method get_provider_type (line 81) | def get_provider_type(self) -> ProviderType:
    method get_capabilities (line 84) | def get_capabilities(self, model_name: str) -> ModelCapabilities:  # t...
    method validate_model_name (line 94) | def validate_model_name(self, model_name: str) -> bool:  # type: ignor...
    method _build_capabilities_map (line 100) | def _build_capabilities_map(self) -> dict[str, ModelCapabilities]:
    method _load_registry_entries (line 161) | def _load_registry_entries(self) -> dict[str, dict]:
    method _merge_specs (line 179) | def _merge_specs(
    method _normalise_deployments (line 206) | def _normalise_deployments(mapping: dict[str, object]) -> dict[str, di...
    method client (line 233) | def client(self):  # type: ignore[override]
    method generate_content (line 280) | def generate_content(
    method _resolve_canonical_and_deployment (line 318) | def _resolve_canonical_and_deployment(self, model_name: str) -> tuple[...
    method _parse_allowed_models (line 331) | def _parse_allowed_models(self) -> set[str] | None:  # type: ignore[ov...

FILE: providers/base.py
  class ModelProvider (line 16) | class ModelProvider(ABC):
    method __init__ (line 42) | def __init__(self, api_key: str, **kwargs):
    method get_provider_type (line 52) | def get_provider_type(self) -> ProviderType:
    method get_capabilities (line 55) | def get_capabilities(self, model_name: str) -> ModelCapabilities:
    method get_all_model_capabilities (line 77) | def get_all_model_capabilities(self) -> dict[str, ModelCapabilities]:
    method get_capabilities_by_rank (line 85) | def get_capabilities_by_rank(self) -> list[tuple[str, ModelCapabilitie...
    method _invalidate_capability_cache (line 101) | def _invalidate_capability_cache(self) -> None:
    method list_models (line 106) | def list_models(
    method generate_content (line 147) | def generate_content(
    method count_tokens (line 189) | def count_tokens(self, text: str, model_name: str) -> int:
    method close (line 201) | def close(self) -> None:
    method _is_error_retryable (line 209) | def _is_error_retryable(self, error: Exception) -> bool:
    method _run_with_retries (line 242) | def _run_with_retries(
    method validate_model_name (line 312) | def validate_model_name(self, model_name: str) -> bool:
    method validate_parameters (line 326) | def validate_parameters(self, model_name: str, temperature: float, **k...
    method get_preferred_model (line 343) | def get_preferred_model(self, category: "ToolModelCategory", allowed_m...
    method get_model_registry (line 348) | def get_model_registry(self) -> Optional[dict[str, Any]]:
    method _lookup_capabilities (line 356) | def _lookup_capabilities(
    method _ensure_model_allowed (line 365) | def _ensure_model_allowed(
    method _finalise_capabilities (line 389) | def _finalise_capabilities(
    method _raise_unsupported_model (line 399) | def _raise_unsupported_model(self, model_name: str) -> None:
    method _resolve_model_name (line 404) | def _resolve_model_name(self, model_name: str) -> str:

FILE: providers/custom.py
  class CustomProvider (line 13) | class CustomProvider(OpenAICompatibleProvider):
    method __init__ (line 37) | def __init__(self, api_key: str = "", base_url: str = "", **kwargs):
    method _lookup_capabilities (line 92) | def _lookup_capabilities(
    method get_provider_type (line 114) | def get_provider_type(self) -> ProviderType:
    method _resolve_model_name (line 123) | def _resolve_model_name(self, model_name: str) -> str:
    method get_all_model_capabilities (line 166) | def get_all_model_capabilities(self) -> dict[str, ModelCapabilities]:

FILE: providers/dial.py
  class DIALModelProvider (line 17) | class DIALModelProvider(RegistryBackedProviderMixin, OpenAICompatiblePro...
    method __init__ (line 35) | def __init__(self, api_key: str, **kwargs):
    method get_provider_type (line 104) | def get_provider_type(self) -> ProviderType:
    method _get_deployment_client (line 108) | def _get_deployment_client(self, deployment: str):
    method generate_content (line 152) | def generate_content(
    method close (line 279) | def close(self) -> None:

FILE: providers/gemini.py
  class GeminiModelProvider (line 24) | class GeminiModelProvider(RegistryBackedProviderMixin, ModelProvider):
    method __init__ (line 45) | def __init__(self, api_key: str, **kwargs):
    method client (line 64) | def client(self):
    method _resolve_http_timeout (line 85) | def _resolve_http_timeout(self) -> Optional[float]:
    method generate_content (line 114) | def generate_content(
    method get_provider_type (line 313) | def get_provider_type(self) -> ProviderType:
    method _extract_usage (line 317) | def _extract_usage(self, response) -> dict[str, int]:
    method _is_error_retryable (line 355) | def _is_error_retryable(self, error: Exception) -> bool:
    method _process_image (line 433) | def _process_image(self, image_path: str) -> Optional[dict]:
    method get_preferred_model (line 456) | def get_preferred_model(self, category: "ToolModelCategory", allowed_m...

FILE: providers/openai.py
  class OpenAIModelProvider (line 17) | class OpenAIModelProvider(RegistryBackedProviderMixin, OpenAICompatibleP...
    method __init__ (line 28) | def __init__(self, api_key: str, **kwargs):
    method _lookup_capabilities (line 40) | def _lookup_capabilities(
    method _finalise_capabilities (line 66) | def _finalise_capabilities(
    method _raise_unsupported_model (line 78) | def _raise_unsupported_model(self, model_name: str) -> None:
    method get_provider_type (line 85) | def get_provider_type(self) -> ProviderType:
    method get_preferred_model (line 93) | def get_preferred_model(self, category: "ToolModelCategory", allowed_m...

FILE: providers/openai_compatible.py
  class OpenAICompatibleProvider (line 22) | class OpenAICompatibleProvider(ModelProvider):
    method __init__ (line 34) | def __init__(self, api_key: str, base_url: str = None, **kwargs):
    method _ensure_model_allowed (line 63) | def _ensure_model_allowed(
    method _parse_allowed_models (line 106) | def _parse_allowed_models(self) -> Optional[set[str]]:
    method _configure_timeouts (line 134) | def _configure_timeouts(self, **kwargs):
    method _is_localhost_url (line 197) | def _is_localhost_url(self) -> bool:
    method _validate_base_url (line 227) | def _validate_base_url(self) -> None:
    method client (line 257) | def client(self):
    method _sanitize_for_logging (line 331) | def _sanitize_for_logging(self, params: dict) -> dict:
    method _safe_extract_output_text (line 359) | def _safe_extract_output_text(self, response) -> str:
    method _generate_with_responses_endpoint (line 388) | def _generate_with_responses_endpoint(
    method generate_content (line 499) | def generate_content(
    method validate_parameters (line 676) | def validate_parameters(self, model_name: str, temperature: float, **k...
    method _extract_usage (line 703) | def _extract_usage(self, response) -> dict[str, int]:
    method count_tokens (line 722) | def count_tokens(self, text: str, model_name: str) -> int:
    method _is_error_retryable (line 742) | def _is_error_retryable(self, error: Exception) -> bool:
    method _process_image (line 833) | def _process_image(self, image_path: str) -> Optional[dict]:

FILE: providers/openrouter.py
  class OpenRouterProvider (line 16) | class OpenRouterProvider(OpenAICompatibleProvider):
    method __init__ (line 46) | def __init__(self, api_key: str, **kwargs):
    method _lookup_capabilities (line 69) | def _lookup_capabilities(
    method get_provider_type (line 111) | def get_provider_type(self) -> ProviderType:
    method list_models (line 119) | def list_models(
    method _resolve_model_name (line 180) | def _resolve_model_name(self, model_name: str) -> str:
    method get_all_model_capabilities (line 200) | def get_all_model_capabilities(self) -> dict[str, ModelCapabilities]:

FILE: providers/registries/azure.py
  class AzureModelRegistry (line 13) | class AzureModelRegistry(CustomModelRegistryBase):
    method __init__ (line 16) | def __init__(self, config_path: str | None = None) -> None:
    method _extra_keys (line 24) | def _extra_keys(self) -> set[str]:
    method _provider_default (line 27) | def _provider_default(self) -> ProviderType:
    method _default_friendly_name (line 30) | def _default_friendly_name(self, model_name: str) -> str:
    method _finalise_entry (line 33) | def _finalise_entry(self, entry: dict) -> tuple[ModelCapabilities, dict]:

FILE: providers/registries/base.py
  class CustomModelRegistryBase (line 23) | class CustomModelRegistryBase:
    method __init__ (line 26) | def __init__(
    method reload (line 60) | def reload(self) -> None:
    method list_models (line 65) | def list_models(self) -> list[str]:
    method list_aliases (line 68) | def list_aliases(self) -> list[str]:
    method resolve (line 71) | def resolve(self, name_or_alias: str) -> ModelCapabilities | None:
    method get_capabilities (line 82) | def get_capabilities(self, name_or_alias: str) -> ModelCapabilities | ...
    method get_entry (line 85) | def get_entry(self, model_name: str) -> dict | None:
    method get_model_config (line 88) | def get_model_config(self, model_name: str) -> ModelCapabilities | None:
    method iter_entries (line 93) | def iter_entries(self) -> Iterable[tuple[str, ModelCapabilities, dict]]:
    method _load_config_data (line 100) | def _load_config_data(self) -> dict:
    method use_resources (line 137) | def use_resources(self) -> bool:
    method _parse_models (line 140) | def _parse_models(self, data: dict) -> Iterable[ModelCapabilities | No...
    method _convert_entry (line 146) | def _convert_entry(self, raw: dict) -> ModelCapabilities | None:
    method _default_friendly_name (line 178) | def _default_friendly_name(self, model_name: str) -> str:
    method _extra_keys (line 181) | def _extra_keys(self) -> set[str]:
    method _provider_default (line 184) | def _provider_default(self) -> ProviderType:
    method _finalise_entry (line 187) | def _finalise_entry(self, entry: dict) -> tuple[ModelCapabilities, dict]:
    method _build_maps (line 190) | def _build_maps(self, configs: Iterable[ModelCapabilities]) -> None:
  class CapabilityModelRegistry (line 215) | class CapabilityModelRegistry(CustomModelRegistryBase):
    method __init__ (line 218) | def __init__(
    method _provider_default (line 236) | def _provider_default(self) -> ProviderType:
    method _default_friendly_name (line 239) | def _default_friendly_name(self, model_name: str) -> str:
    method _finalise_entry (line 242) | def _finalise_entry(self, entry: dict) -> tuple[ModelCapabilities, dict]:

FILE: providers/registries/custom.py
  class CustomEndpointModelRegistry (line 9) | class CustomEndpointModelRegistry(CapabilityModelRegistry):
    method __init__ (line 12) | def __init__(self, config_path: str | None = None) -> None:
    method _finalise_entry (line 21) | def _finalise_entry(self, entry: dict) -> tuple[ModelCapabilities, dict]:

FILE: providers/registries/dial.py
  class DialModelRegistry (line 9) | class DialModelRegistry(CapabilityModelRegistry):
    method __init__ (line 12) | def __init__(self, config_path: str | None = None) -> None:

FILE: providers/registries/gemini.py
  class GeminiModelRegistry (line 9) | class GeminiModelRegistry(CapabilityModelRegistry):
    method __init__ (line 12) | def __init__(self, config_path: str | None = None) -> None:

FILE: providers/registries/openai.py
  class OpenAIModelRegistry (line 9) | class OpenAIModelRegistry(CapabilityModelRegistry):
    method __init__ (line 12) | def __init__(self, config_path: str | None = None) -> None:

FILE: providers/registries/openrouter.py
  class OpenRouterModelRegistry (line 9) | class OpenRouterModelRegistry(CapabilityModelRegistry):
    method __init__ (line 12) | def __init__(self, config_path: str | None = None) -> None:
    method _finalise_entry (line 21) | def _finalise_entry(self, entry: dict) -> tuple[ModelCapabilities, dict]:

FILE: providers/registries/xai.py
  class XAIModelRegistry (line 9) | class XAIModelRegistry(CapabilityModelRegistry):
    method __init__ (line 12) | def __init__(self, config_path: str | None = None) -> None:

FILE: providers/registry.py
  class ModelProviderRegistry (line 15) | class ModelProviderRegistry:
    method __new__ (line 48) | def __new__(cls):
    method register_provider (line 60) | def register_provider(cls, provider_type: ProviderType, provider_class...
    method get_provider (line 73) | def get_provider(cls, provider_type: ProviderType, force_new: bool = F...
    method get_provider_for_model (line 154) | def get_provider_for_model(cls, model_name: str) -> Optional[ModelProv...
    method get_available_providers (line 192) | def get_available_providers(cls) -> list[ProviderType]:
    method get_available_models (line 198) | def get_available_models(cls, respect_restrictions: bool = True) -> di...
    method _collect_restricted_display_names (line 260) | def _collect_restricted_display_names(
    method get_available_model_names (line 304) | def get_available_model_names(cls, provider_type: Optional[ProviderTyp...
    method _get_api_key_for_provider (line 325) | def _get_api_key_for_provider(cls, provider_type: ProviderType) -> Opt...
    method _get_allowed_models_for_provider (line 351) | def _get_allowed_models_for_provider(cls, provider: ModelProvider, pro...
    method get_preferred_fallback_model (line 384) | def get_preferred_fallback_model(cls, tool_category: Optional["ToolMod...
    method get_available_providers_with_keys (line 436) | def get_available_providers_with_keys(cls) -> list[ProviderType]:
    method clear_cache (line 450) | def clear_cache(cls) -> None:
    method reset_for_testing (line 456) | def reset_for_testing(cls) -> None:
    method unregister_provider (line 467) | def unregister_provider(cls, provider_type: ProviderType) -> None:

FILE: providers/registry_provider_mixin.py
  class RegistryBackedProviderMixin (line 29) | class RegistryBackedProviderMixin:
    method _registry_logger (line 37) | def _registry_logger(cls) -> logging.Logger:
    method _ensure_registry (line 42) | def _ensure_registry(cls, *, force_reload: bool = False) -> None:
    method reload_registry (line 68) | def reload_registry(cls) -> None:
    method get_all_model_capabilities (line 73) | def get_all_model_capabilities(self) -> dict[str, ModelCapabilities]:
    method get_model_registry (line 79) | def get_model_registry(self) -> dict[str, ModelCapabilities] | None:

FILE: providers/shared/model_capabilities.py
  class ModelCapabilities (line 14) | class ModelCapabilities:
    method get_effective_temperature (line 67) | def get_effective_temperature(self, requested_temperature: float) -> O...
    method get_effective_capability_rank (line 80) | def get_effective_capability_rank(self) -> int:
    method collect_aliases (line 114) | def collect_aliases(model_configs: dict[str, "ModelCapabilities"]) -> ...
    method collect_model_names (line 124) | def collect_model_names(

FILE: providers/shared/model_response.py
  class ModelResponse (line 12) | class ModelResponse:
    method total_tokens (line 23) | def total_tokens(self) -> int:

FILE: providers/shared/provider_type.py
  class ProviderType (line 8) | class ProviderType(Enum):

FILE: providers/shared/temperature.py
  class TemperatureConstraint (line 29) | class TemperatureConstraint(ABC):
    method validate (line 43) | def validate(self, temperature: float) -> bool:
    method get_corrected_value (line 47) | def get_corrected_value(self, temperature: float) -> float:
    method get_description (line 51) | def get_description(self) -> str:
    method get_default (line 55) | def get_default(self) -> float:
    method infer_support (line 59) | def infer_support(model_name: str) -> tuple[bool, str]:
    method resolve_settings (line 84) | def resolve_settings(
    method create (line 118) | def create(constraint_type: str) -> "TemperatureConstraint":
  class FixedTemperatureConstraint (line 131) | class FixedTemperatureConstraint(TemperatureConstraint):
    method __init__ (line 134) | def __init__(self, value: float):
    method validate (line 137) | def validate(self, temperature: float) -> bool:
    method get_corrected_value (line 140) | def get_corrected_value(self, temperature: float) -> float:
    method get_description (line 143) | def get_description(self) -> str:
    method get_default (line 146) | def get_default(self) -> float:
  class RangeTemperatureConstraint (line 150) | class RangeTemperatureConstraint(TemperatureConstraint):
    method __init__ (line 153) | def __init__(self, min_temp: float, max_temp: float, default: Optional...
    method validate (line 158) | def validate(self, temperature: float) -> bool:
    method get_corrected_value (line 161) | def get_corrected_value(self, temperature: float) -> float:
    method get_description (line 164) | def get_description(self) -> str:
    method get_default (line 167) | def get_default(self) -> float:
  class DiscreteTemperatureConstraint (line 171) | class DiscreteTemperatureConstraint(TemperatureConstraint):
    method __init__ (line 174) | def __init__(self, allowed_values: list[float], default: Optional[floa...
    method validate (line 178) | def validate(self, temperature: float) -> bool:
    method get_corrected_value (line 181) | def get_corrected_value(self, temperature: float) -> float:
    method get_description (line 184) | def get_description(self) -> str:
    method get_default (line 187) | def get_default(self) -> float:

FILE: providers/xai.py
  class XAIModelProvider (line 17) | class XAIModelProvider(RegistryBackedProviderMixin, OpenAICompatibleProv...
    method __init__ (line 33) | def __init__(self, api_key: str, **kwargs):
    method get_provider_type (line 41) | def get_provider_type(self) -> ProviderType:
    method get_preferred_model (line 45) | def get_preferred_model(self, category: "ToolModelCategory", allowed_m...

FILE: scripts/sync_version.py
  function update_config_version (line 13) | def update_config_version():

FILE: server.py
  class LocalTimeFormatter (line 81) | class LocalTimeFormatter(logging.Formatter):
    method formatTime (line 82) | def formatTime(self, record, datefmt=None):
  function parse_disabled_tools_env (line 172) | def parse_disabled_tools_env() -> set[str]:
  function validate_disabled_tools (line 185) | def validate_disabled_tools(disabled_tools: set[str], all_tools: dict[st...
  function apply_tool_filter (line 201) | def apply_tool_filter(all_tools: dict[str, Any], disabled_tools: set[str...
  function log_tool_configuration (line 221) | def log_tool_configuration(disabled_tools: set[str], enabled_tools: dict...
  function filter_disabled_tools (line 238) | def filter_disabled_tools(all_tools: dict[str, Any]) -> dict[str, Any]:
  function configure_providers (line 378) | def configure_providers():
  function handle_list_tools (line 631) | async def handle_list_tools() -> list[Tool]:
  function handle_call_tool (line 693) | async def handle_call_tool(name: str, arguments: dict[str, Any]) -> list...
  function parse_model_option (line 881) | def parse_model_option(model_string: str) -> tuple[str, Optional[str]]:
  function get_follow_up_instructions (line 915) | def get_follow_up_instructions(current_turn_count: int, max_turns: int =...
  function reconstruct_thread_context (line 968) | async def reconstruct_thread_context(arguments: dict[str, Any]) -> dict[...
  function handle_list_prompts (line 1292) | async def handle_list_prompts() -> list[Prompt]:
  function handle_get_prompt (line 1342) | async def handle_get_prompt(name: str, arguments: dict[str, Any] = None)...
  function main (line 1449) | async def main():
  function run (line 1516) | def run():

FILE: simulator_tests/base_test.py
  class BaseSimulatorTest (line 17) | class BaseSimulatorTest:
    method __init__ (line 20) | def __init__(self, verbose: bool = False):
    method _get_python_path (line 32) | def _get_python_path(self) -> str:
    method setup_test_files (line 55) | def setup_test_files(self):
    method call_mcp_tool (line 127) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple[Optiona...
    method _parse_mcp_response (line 201) | def _parse_mcp_response(self, stdout: str, expected_id: int = 2) -> Op...
    method _extract_continuation_id (line 237) | def _extract_continuation_id(self, response_text: str) -> Optional[str]:
    method run_command (line 271) | def run_command(self, cmd: list[str], check: bool = True, capture_outp...
    method create_additional_test_file (line 278) | def create_additional_test_file(self, filename: str, content: str) -> ...
    method cleanup_test_files (line 289) | def cleanup_test_files(self):
    method get_server_logs_since (line 301) | def get_server_logs_since(self, since_time: Optional[str] = None) -> str:
    method get_recent_server_logs (line 305) | def get_recent_server_logs(self, lines: int = 500) -> str:
    method get_server_logs_subprocess (line 309) | def get_server_logs_subprocess(self, lines: int = 500) -> str:
    method check_server_logs_for_errors (line 313) | def check_server_logs_for_errors(self, lines: int = 500) -> list[str]:
    method extract_conversation_usage_logs (line 317) | def extract_conversation_usage_logs(self, logs: str) -> list[dict[str,...
    method extract_conversation_token_usage (line 321) | def extract_conversation_token_usage(self, logs: str) -> list[int]:
    method extract_thread_creation_logs (line 325) | def extract_thread_creation_logs(self, logs: str) -> list[dict[str, st...
    method extract_history_traversal_logs (line 329) | def extract_history_traversal_logs(self, logs: str) -> list[dict[str, ...
    method validate_file_deduplication_in_logs (line 333) | def validate_file_deduplication_in_logs(self, logs: str, tool_name: st...
    method search_logs_for_pattern (line 337) | def search_logs_for_pattern(
    method get_log_file_info (line 343) | def get_log_file_info(self) -> dict[str, dict[str, any]]:
    method run_test (line 347) | def run_test(self) -> bool:
    method test_name (line 352) | def test_name(self) -> str:
    method test_description (line 357) | def test_description(self) -> str:

FILE: simulator_tests/conversation_base_test.py
  class ConversationBaseTest (line 46) | class ConversationBaseTest(BaseSimulatorTest):
    method __init__ (line 49) | def __init__(self, verbose: bool = False):
    method setUp (line 54) | def setUp(self):
    method _clear_conversation_memory (line 65) | def _clear_conversation_memory(self):
    method _import_tools (line 78) | def _import_tools(self):
    method _get_event_loop (line 99) | def _get_event_loop(self):
    method call_mcp_tool_direct (line 109) | def call_mcp_tool_direct(self, tool_name: str, params: dict) -> tuple[...
    method _extract_continuation_id_from_response (line 191) | def _extract_continuation_id_from_response(self, response_text: str) -...
    method tearDown (line 239) | def tearDown(self):
    method test_name (line 246) | def test_name(self) -> str:
    method test_description (line 251) | def test_description(self) -> str:

FILE: simulator_tests/log_utils.py
  class LogUtils (line 14) | class LogUtils:
    method get_server_logs_since (line 22) | def get_server_logs_since(cls, since_time: Optional[str] = None) -> str:
    method get_recent_server_logs (line 57) | def get_recent_server_logs(cls, lines: int = 500) -> str:
    method get_server_logs_subprocess (line 80) | def get_server_logs_subprocess(cls, lines: int = 500) -> str:
    method check_server_logs_for_errors (line 100) | def check_server_logs_for_errors(cls, lines: int = 500) -> list[str]:
    method extract_conversation_usage_logs (line 123) | def extract_conversation_usage_logs(cls, logs: str) -> list[dict[str, ...
    method extract_conversation_token_usage (line 167) | def extract_conversation_token_usage(cls, logs: str) -> list[int]:
    method extract_thread_creation_logs (line 187) | def extract_thread_creation_logs(cls, logs: str) -> list[dict[str, str]]:
    method extract_history_traversal_logs (line 207) | def extract_history_traversal_logs(cls, logs: str) -> list[dict[str, U...
    method validate_file_deduplication_in_logs (line 227) | def validate_file_deduplication_in_logs(cls, logs: str, tool_name: str...
    method search_logs_for_pattern (line 259) | def search_logs_for_pattern(
    method get_log_file_info (line 286) | def get_log_file_info(cls) -> dict[str, dict[str, Union[str, int, bool...

FILE: simulator_tests/test_analyze_validation.py
  class AnalyzeValidationTest (line 16) | class AnalyzeValidationTest(ConversationBaseTest):
    method test_name (line 20) | def test_name(self) -> str:
    method test_description (line 24) | def test_description(self) -> str:
    method run_test (line 27) | def run_test(self) -> bool:
    method _create_analysis_codebase (line 69) | def _create_analysis_codebase(self):
    method _test_single_analysis_session (line 439) | def _test_single_analysis_session(self) -> bool:
    method _test_analysis_refocus_flow (line 533) | def _test_analysis_refocus_flow(self) -> bool:
    method _test_complete_analysis_with_expert (line 619) | def _test_complete_analysis_with_expert(self) -> bool:
    method _test_certain_confidence (line 732) | def _test_certain_confidence(self) -> bool:
    method _test_context_aware_file_embedding (line 794) | def _test_context_aware_file_embedding(self) -> bool:
    method _test_analysis_types (line 899) | def _test_analysis_types(self) -> bool:
    method call_mcp_tool (line 991) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple[Optiona...
    method _extract_analyze_continuation_id (line 1004) | def _extract_analyze_continuation_id(self, response_text: str) -> Opti...
    method _parse_analyze_response (line 1015) | def _parse_analyze_response(self, response_text: str) -> dict:
    method _validate_step_response (line 1026) | def _validate_step_response(

FILE: simulator_tests/test_basic_conversation.py
  class BasicConversationTest (line 14) | class BasicConversationTest(BaseSimulatorTest):
    method test_name (line 18) | def test_name(self) -> str:
    method test_description (line 22) | def test_description(self) -> str:
    method run_test (line 25) | def run_test(self) -> bool:

FILE: simulator_tests/test_chat_simple_validation.py
  class ChatSimpleValidationTest (line 20) | class ChatSimpleValidationTest(ConversationBaseTest):
    method test_name (line 24) | def test_name(self) -> str:
    method test_description (line 28) | def test_description(self) -> str:
    method run_test (line 31) | def run_test(self) -> bool:
    method test_new_conversation_no_continuation (line 71) | def test_new_conversation_no_continuation(self) -> bool:
    method test_continue_existing_conversation (line 108) | def test_continue_existing_conversation(self) -> bool:
    method test_file_handling_with_conversation (line 149) | def test_file_handling_with_conversation(self) -> bool:
    method test_temperature_validation_edge_cases (line 202) | def test_temperature_validation_edge_cases(self) -> bool:
    method test_image_limits_per_model (line 266) | def test_image_limits_per_model(self) -> bool:
    method test_conversation_context_preservation (line 328) | def test_conversation_context_preservation(self) -> bool:
    method test_chat_with_images (line 375) | def test_chat_with_images(self) -> bool:
    method test_continued_chat_with_previous_files (line 440) | def test_continued_chat_with_previous_files(self) -> bool:

FILE: simulator_tests/test_codereview_validation.py
  class CodeReviewValidationTest (line 16) | class CodeReviewValidationTest(ConversationBaseTest):
    method test_name (line 20) | def test_name(self) -> str:
    method test_description (line 24) | def test_description(self) -> str:
    method run_test (line 27) | def run_test(self) -> bool:
    method _create_test_code_for_review (line 69) | def _create_test_code_for_review(self):
    method _test_single_review_session (line 239) | def _test_single_review_session(self) -> bool:
    method _test_review_refocus_flow (line 339) | def _test_review_refocus_flow(self) -> bool:
    method _test_complete_review_with_analysis (line 427) | def _test_complete_review_with_analysis(self) -> bool:
    method _test_certain_confidence (line 546) | def _test_certain_confidence(self) -> bool:
    method _test_context_aware_file_embedding (line 608) | def _test_context_aware_file_embedding(self) -> bool:
    method _test_multi_step_file_context (line 752) | def _test_multi_step_file_context(self) -> bool:
    method call_mcp_tool (line 944) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple[Optiona...
    method _extract_review_continuation_id (line 957) | def _extract_review_continuation_id(self, response_text: str) -> Optio...
    method _parse_review_response (line 968) | def _parse_review_response(self, response_text: str) -> dict:
    method _validate_step_response (line 979) | def _validate_step_response(

FILE: simulator_tests/test_consensus_conversation.py
  class TestConsensusConversation (line 14) | class TestConsensusConversation(ConversationBaseTest):
    method call_mcp_tool (line 17) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple:
    method test_name (line 23) | def test_name(self) -> str:
    method test_description (line 27) | def test_description(self) -> str:
    method get_server_logs (line 30) | def get_server_logs(self):
    method run_test (line 42) | def run_test(self) -> bool:

FILE: simulator_tests/test_consensus_three_models.py
  class TestConsensusThreeModels (line 10) | class TestConsensusThreeModels(BaseSimulatorTest):
    method test_name (line 14) | def test_name(self) -> str:
    method test_description (line 18) | def test_description(self) -> str:
    method run_test (line 21) | def run_test(self) -> bool:

FILE: simulator_tests/test_consensus_workflow_accurate.py
  class TestConsensusWorkflowAccurate (line 18) | class TestConsensusWorkflowAccurate(ConversationBaseTest):
    method test_name (line 22) | def test_name(self) -> str:
    method test_description (line 26) | def test_description(self) -> str:
    method run_test (line 29) | def run_test(self) -> bool:

FILE: simulator_tests/test_content_validation.py
  class ContentValidationTest (line 14) | class ContentValidationTest(BaseSimulatorTest):
    method test_name (line 18) | def test_name(self) -> str:
    method test_description (line 22) | def test_description(self) -> str:
    method run_test (line 25) | def run_test(self) -> bool:

FILE: simulator_tests/test_conversation_chain_validation.py
  class ConversationChainValidationTest (line 28) | class ConversationChainValidationTest(ConversationBaseTest):
    method test_name (line 32) | def test_name(self) -> str:
    method test_description (line 36) | def test_description(self) -> str:
    method run_test (line 39) | def run_test(self) -> bool:
    method call_mcp_tool (line 361) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple:
  function main (line 368) | def main():

FILE: simulator_tests/test_cross_tool_comprehensive.py
  class CrossToolComprehensiveTest (line 19) | class CrossToolComprehensiveTest(ConversationBaseTest):
    method call_mcp_tool (line 22) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple:
    method test_name (line 33) | def test_name(self) -> str:
    method test_description (line 37) | def test_description(self) -> str:
    method run_test (line 40) | def run_test(self) -> bool:

FILE: simulator_tests/test_cross_tool_continuation.py
  class CrossToolContinuationTest (line 12) | class CrossToolContinuationTest(ConversationBaseTest):
    method test_name (line 16) | def test_name(self) -> str:
    method test_description (line 20) | def test_description(self) -> str:
    method run_test (line 23) | def run_test(self) -> bool:
    method _test_chat_thinkdeep_codereview (line 59) | def _test_chat_thinkdeep_codereview(self) -> bool:
    method _test_analyze_debug_thinkdeep (line 123) | def _test_analyze_debug_thinkdeep(self) -> bool:
    method _test_multi_file_continuation (line 191) | def _test_multi_file_continuation(self) -> bool:

FILE: simulator_tests/test_debug_certain_confidence.py
  class DebugCertainConfidenceTest (line 20) | class DebugCertainConfidenceTest(ConversationBaseTest):
    method test_name (line 24) | def test_name(self) -> str:
    method test_description (line 28) | def test_description(self) -> str:
    method run_test (line 31) | def run_test(self) -> bool:
    method _create_obvious_bug_scenarios (line 65) | def _create_obvious_bug_scenarios(self):
    method _test_obvious_import_error_certain (line 145) | def _test_obvious_import_error_certain(self) -> bool:
    method _test_certain_always_trusted (line 252) | def _test_certain_always_trusted(self) -> bool:
    method _test_regular_high_confidence_expert_analysis (line 306) | def _test_regular_high_confidence_expert_analysis(self) -> bool:
    method _test_multi_step_investigation_certain (line 367) | def _test_multi_step_investigation_certain(self) -> bool:
    method call_mcp_tool_direct (line 473) | def call_mcp_tool_direct(self, tool_name: str, params: dict) -> tuple[...
    method _extract_debug_continuation_id (line 510) | def _extract_debug_continuation_id(self, response_text: str) -> Option...
    method _parse_debug_response (line 519) | def _parse_debug_response(self, response_text: str) -> dict:
    method _validate_investigation_response (line 528) | def _validate_investigation_response(

FILE: simulator_tests/test_debug_validation.py
  class DebugValidationTest (line 16) | class DebugValidationTest(ConversationBaseTest):
    method test_name (line 20) | def test_name(self) -> str:
    method test_description (line 24) | def test_description(self) -> str:
    method run_test (line 27) | def run_test(self) -> bool:
    method _create_buggy_code (line 69) | def _create_buggy_code(self):
    method _test_single_investigation_session (line 147) | def _test_single_investigation_session(self) -> bool:
    method _test_investigation_refine_flow (line 233) | def _test_investigation_refine_flow(self) -> bool:
    method _test_complete_investigation_with_analysis (line 313) | def _test_complete_investigation_with_analysis(self) -> bool:
    method _test_certain_confidence (line 421) | def _test_certain_confidence(self) -> bool:
    method call_mcp_tool (line 476) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple[Optiona...
    method _extract_debug_continuation_id (line 489) | def _extract_debug_continuation_id(self, response_text: str) -> Option...
    method _parse_debug_response (line 500) | def _parse_debug_response(self, response_text: str) -> dict:
    method _validate_step_response (line 511) | def _validate_step_response(
    method _test_context_aware_file_embedding (line 559) | def _test_context_aware_file_embedding(self) -> bool:
    method _test_multi_step_file_context (line 747) | def _test_multi_step_file_context(self) -> bool:

FILE: simulator_tests/test_line_number_validation.py
  class LineNumberValidationTest (line 11) | class LineNumberValidationTest(BaseSimulatorTest):
    method test_name (line 15) | def test_name(self) -> str:
    method test_description (line 19) | def test_description(self) -> str:
    method run_test (line 22) | def run_test(self) -> bool:

FILE: simulator_tests/test_logs_validation.py
  class LogsValidationTest (line 12) | class LogsValidationTest(BaseSimulatorTest):
    method test_name (line 16) | def test_name(self) -> str:
    method test_description (line 20) | def test_description(self) -> str:
    method run_test (line 23) | def run_test(self) -> bool:

FILE: simulator_tests/test_model_thinking_config.py
  class TestModelThinkingConfig (line 12) | class TestModelThinkingConfig(BaseSimulatorTest):
    method test_name (line 16) | def test_name(self) -> str:
    method test_description (line 20) | def test_description(self) -> str:
    method test_pro_model_with_thinking_config (line 23) | def test_pro_model_with_thinking_config(self):
    method test_flash_model_without_thinking_config (line 48) | def test_flash_model_without_thinking_config(self):
    method test_model_resolution_logic (line 75) | def test_model_resolution_logic(self):
    method test_default_model_behavior (line 111) | def test_default_model_behavior(self):
    method run_test (line 136) | def run_test(self) -> bool:
  function main (line 165) | def main():

FILE: simulator_tests/test_o3_model_selection.py
  class O3ModelSelectionTest (line 15) | class O3ModelSelectionTest(BaseSimulatorTest):
    method test_name (line 19) | def test_name(self) -> str:
    method test_description (line 23) | def test_description(self) -> str:
    method run_test (line 26) | def run_test(self) -> bool:
    method _run_openrouter_o3_test (line 211) | def _run_openrouter_o3_test(self) -> bool:
  function main (line 339) | def main():

FILE: simulator_tests/test_o3_pro_expensive.py
  class O3ProExpensiveTest (line 20) | class O3ProExpensiveTest(BaseSimulatorTest):
    method test_name (line 24) | def test_name(self) -> str:
    method test_description (line 28) | def test_description(self) -> str:
    method run_test (line 31) | def run_test(self) -> bool:
  function main (line 91) | def main():

FILE: simulator_tests/test_ollama_custom_url.py
  class OllamaCustomUrlTest (line 16) | class OllamaCustomUrlTest(BaseSimulatorTest):
    method test_name (line 20) | def test_name(self) -> str:
    method test_description (line 24) | def test_description(self) -> str:
    method run_test (line 27) | def run_test(self) -> bool:
    method validate_successful_response (line 175) | def validate_successful_response(self, response: str, test_name: str, ...
    method _validate_ai_response_content (line 258) | def _validate_ai_response_content(self, response: str) -> bool:
    method _check_server_logs_for_errors (line 313) | def _check_server_logs_for_errors(self):
    method validate_local_model_response (line 331) | def validate_local_model_response(self, response: str) -> bool:

FILE: simulator_tests/test_openrouter_fallback.py
  class OpenRouterFallbackTest (line 15) | class OpenRouterFallbackTest(BaseSimulatorTest):
    method test_name (line 19) | def test_name(self) -> str:
    method test_description (line 23) | def test_description(self) -> str:
    method run_test (line 26) | def run_test(self) -> bool:
  function main (line 227) | def main():

FILE: simulator_tests/test_openrouter_models.py
  class OpenRouterModelsTest (line 16) | class OpenRouterModelsTest(BaseSimulatorTest):
    method test_name (line 20) | def test_name(self) -> str:
    method test_description (line 24) | def test_description(self) -> str:
    method run_test (line 27) | def run_test(self) -> bool:
  function main (line 240) | def main():

FILE: simulator_tests/test_per_tool_deduplication.py
  class PerToolDeduplicationTest (line 19) | class PerToolDeduplicationTest(ConversationBaseTest):
    method test_name (line 23) | def test_name(self) -> str:
    method test_description (line 27) | def test_description(self) -> str:
    method run_test (line 32) | def run_test(self) -> bool:

FILE: simulator_tests/test_planner_continuation_history.py
  class PlannerContinuationHistoryTest (line 18) | class PlannerContinuationHistoryTest(ConversationBaseTest):
    method test_name (line 22) | def test_name(self) -> str:
    method test_description (line 26) | def test_description(self) -> str:
    method run_test (line 29) | def run_test(self) -> bool:
    method _test_first_planning_session (line 60) | def _test_first_planning_session(self) -> bool:
    method _test_second_planning_session (line 135) | def _test_second_planning_session(self) -> bool:
    method _test_third_planning_session (line 204) | def _test_third_planning_session(self) -> bool:
    method _test_context_accumulation (line 278) | def _test_context_accumulation(self) -> bool:
    method call_mcp_tool (line 331) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple[Optiona...
    method _extract_planner_continuation_id (line 344) | def _extract_planner_continuation_id(self, response_text: str) -> Opti...
    method _parse_planner_response (line 355) | def _parse_planner_response(self, response_text: str) -> dict:

FILE: simulator_tests/test_planner_validation.py
  class PlannerValidationTest (line 17) | class PlannerValidationTest(ConversationBaseTest):
    method test_name (line 21) | def test_name(self) -> str:
    method test_description (line 25) | def test_description(self) -> str:
    method run_test (line 28) | def run_test(self) -> bool:
    method _test_single_planning_session (line 67) | def _test_single_planning_session(self) -> bool:
    method _test_planning_with_continuation (line 213) | def _test_planning_with_continuation(self) -> bool:
    method _test_complex_plan_deep_thinking (line 275) | def _test_complex_plan_deep_thinking(self) -> bool:
    method _test_self_contained_completion (line 391) | def _test_self_contained_completion(self) -> bool:
    method _test_branching_and_revision (line 468) | def _test_branching_and_revision(self) -> bool:
    method _test_workflow_file_context (line 572) | def _test_workflow_file_context(self) -> bool:
    method call_mcp_tool (line 636) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple[Optiona...
    method _extract_planner_continuation_id (line 649) | def _extract_planner_continuation_id(self, response_text: str) -> Opti...
    method _parse_planner_response (line 660) | def _parse_planner_response(self, response_text: str) -> dict:
    method _validate_step_response (line 671) | def _validate_step_response(

FILE: simulator_tests/test_planner_validation_old.py
  class PlannerValidationTest (line 19) | class PlannerValidationTest(ConversationBaseTest):
    method test_name (line 23) | def test_name(self) -> str:
    method test_description (line 27) | def test_description(self) -> str:
    method run_test (line 30) | def run_test(self) -> bool:
    method _test_single_planning_session (line 57) | def _test_single_planning_session(self) -> bool:
    method _test_plan_continuation (line 143) | def _test_plan_continuation(self) -> bool:
    method _test_branching_and_revision (line 215) | def _test_branching_and_revision(self) -> bool:
    method call_mcp_tool (line 316) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple[Optiona...
    method _extract_planner_continuation_id (line 329) | def _extract_planner_continuation_id(self, response_text: str) -> Opti...
    method _parse_planner_response (line 340) | def _parse_planner_response(self, response_text: str) -> dict:
    method _validate_step_response (line 351) | def _validate_step_response(
    method _validate_final_step_response (line 404) | def _validate_final_step_response(self, response_data: dict, expected_...

FILE: simulator_tests/test_precommitworkflow_validation.py
  class PrecommitWorkflowValidationTest (line 16) | class PrecommitWorkflowValidationTest(ConversationBaseTest):
    method test_name (line 20) | def test_name(self) -> str:
    method test_description (line 24) | def test_description(self) -> str:
    method run_test (line 27) | def run_test(self) -> bool:
    method _create_test_git_changes (line 69) | def _create_test_git_changes(self):
    method _test_single_validation_session (line 171) | def _test_single_validation_session(self) -> bool:
    method _test_validation_refocus_flow (line 266) | def _test_validation_refocus_flow(self) -> bool:
    method _test_complete_validation_with_analysis (line 348) | def _test_complete_validation_with_analysis(self) -> bool:
    method _test_certain_confidence (line 464) | def _test_certain_confidence(self) -> bool:
    method call_mcp_tool (line 527) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple[Optiona...
    method _extract_precommit_continuation_id (line 540) | def _extract_precommit_continuation_id(self, response_text: str) -> Op...
    method _parse_precommit_response (line 551) | def _parse_precommit_response(self, response_text: str) -> dict:
    method _validate_step_response (line 562) | def _validate_step_response(
    method _test_context_aware_file_embedding (line 610) | def _test_context_aware_file_embedding(self) -> bool:
    method _test_multi_step_file_context (line 826) | def _test_multi_step_file_context(self) -> bool:

FILE: simulator_tests/test_prompt_size_limit_bug.py
  class PromptSizeLimitBugTest (line 25) | class PromptSizeLimitBugTest(ConversationBaseTest):
    method test_name (line 29) | def test_name(self) -> str:
    method test_description (line 33) | def test_description(self) -> str:
    method run_test (line 36) | def run_test(self) -> bool:
  function main (line 190) | def main():

FILE: simulator_tests/test_refactor_validation.py
  class RefactorValidationTest (line 15) | class RefactorValidationTest(ConversationBaseTest):
    method test_name (line 19) | def test_name(self) -> str:
    method test_description (line 23) | def test_description(self) -> str:
    method run_test (line 26) | def run_test(self) -> bool:
    method _create_refactoring_test_code (line 68) | def _create_refactoring_test_code(self):
    method _test_single_refactoring_session (line 279) | def _test_single_refactoring_session(self) -> bool:
    method _test_refactoring_refocus_flow (line 392) | def _test_refactoring_refocus_flow(self) -> bool:
    method _test_complete_refactoring_with_analysis (line 486) | def _test_complete_refactoring_with_analysis(self) -> bool:
    method _test_certain_confidence_complete_refactoring (line 629) | def _test_certain_confidence_complete_refactoring(self) -> bool:
    method _test_context_aware_refactoring_file_embedding (line 689) | def _test_context_aware_refactoring_file_embedding(self) -> bool:
    method _test_different_refactor_types (line 843) | def _test_different_refactor_types(self) -> bool:
    method call_mcp_tool (line 948) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple[Optiona...
    method _extract_refactor_continuation_id (line 961) | def _extract_refactor_continuation_id(self, response_text: str) -> Opt...
    method _parse_refactor_response (line 972) | def _parse_refactor_response(self, response_text: str) -> dict:
    method _validate_refactoring_step_response (line 983) | def _validate_refactoring_step_response(

FILE: simulator_tests/test_secaudit_validation.py
  class SecauditValidationTest (line 15) | class SecauditValidationTest(ConversationBaseTest):
    method test_name (line 19) | def test_name(self) -> str:
    method test_description (line 23) | def test_description(self) -> str:
    method run_test (line 26) | def run_test(self) -> bool:
    method _create_test_code_for_audit (line 68) | def _create_test_code_for_audit(self):
    method _test_single_audit_session (line 214) | def _test_single_audit_session(self) -> bool:
    method _test_focused_security_audit (line 290) | def _test_focused_security_audit(self) -> bool:
    method _test_complete_audit_with_analysis (line 333) | def _test_complete_audit_with_analysis(self) -> bool:
    method _test_certain_confidence (line 438) | def _test_certain_confidence(self) -> bool:
    method _test_continuation_with_chat (line 488) | def _test_continuation_with_chat(self) -> bool:
    method _test_model_selection (line 549) | def _test_model_selection(self) -> bool:

FILE: simulator_tests/test_testgen_validation.py
  class TestGenValidationTest (line 16) | class TestGenValidationTest(ConversationBaseTest):
    method test_name (line 20) | def test_name(self) -> str:
    method test_description (line 24) | def test_description(self) -> str:
    method run_test (line 27) | def run_test(self) -> bool:
    method _create_test_code_files (line 69) | def _create_test_code_files(self):
    method _test_single_test_generation_session (line 141) | def _test_single_test_generation_session(self) -> bool:
    method _test_generation_with_pattern_following (line 223) | def _test_generation_with_pattern_following(self) -> bool:
    method _test_complete_generation_with_analysis (line 276) | def _test_complete_generation_with_analysis(self) -> bool:
    method _test_certain_confidence (line 379) | def _test_certain_confidence(self) -> bool:
    method call_mcp_tool (line 433) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple[Optiona...
    method _extract_testgen_continuation_id (line 446) | def _extract_testgen_continuation_id(self, response_text: str) -> Opti...
    method _parse_testgen_response (line 457) | def _parse_testgen_response(self, response_text: str) -> dict:
    method _validate_step_response (line 468) | def _validate_step_response(
    method _test_context_aware_file_embedding (line 516) | def _test_context_aware_file_embedding(self) -> bool:
    method _test_multi_step_test_planning (line 638) | def _test_multi_step_test_planning(self) -> bool:

FILE: simulator_tests/test_thinkdeep_validation.py
  class ThinkDeepWorkflowValidationTest (line 16) | class ThinkDeepWorkflowValidationTest(ConversationBaseTest):
    method test_name (line 20) | def test_name(self) -> str:
    method test_description (line 24) | def test_description(self) -> str:
    method run_test (line 27) | def run_test(self) -> bool:
    method _create_thinking_context (line 69) | def _create_thinking_context(self):
    method _test_single_thinking_session (line 157) | def _test_single_thinking_session(self) -> bool:
    method _test_thinking_refocus_flow (line 246) | def _test_thinking_refocus_flow(self) -> bool:
    method _test_complete_thinking_with_analysis (line 331) | def _test_complete_thinking_with_analysis(self) -> bool:
    method _test_certain_confidence (line 451) | def _test_certain_confidence(self) -> bool:
    method call_mcp_tool (line 505) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple[Optiona...
    method _extract_thinkdeep_continuation_id (line 518) | def _extract_thinkdeep_continuation_id(self, response_text: str) -> Op...
    method _parse_thinkdeep_response (line 529) | def _parse_thinkdeep_response(self, response_text: str) -> dict:
    method _validate_step_response (line 540) | def _validate_step_response(
    method _test_context_aware_file_embedding (line 588) | def _test_context_aware_file_embedding(self) -> bool:
    method _test_multi_step_file_context (line 734) | def _test_multi_step_file_context(self) -> bool:

FILE: simulator_tests/test_token_allocation_validation.py
  class TokenAllocationValidationTest (line 17) | class TokenAllocationValidationTest(ConversationBaseTest):
    method call_mcp_tool (line 20) | def call_mcp_tool(self, tool_name: str, params: dict) -> tuple:
    method test_name (line 26) | def test_name(self) -> str:
    method test_description (line 30) | def test_description(self) -> str:
    method run_test (line 33) | def run_test(self) -> bool:
  function main (line 338) | def main():

FILE: simulator_tests/test_vision_capability.py
  class VisionCapabilityTest (line 18) | class VisionCapabilityTest(BaseSimulatorTest):
    method test_name (line 22) | def test_name(self) -> str:
    method test_description (line 26) | def test_description(self) -> str:
    method get_triangle_png_path (line 29) | def get_triangle_png_path(self) -> str:
    method create_base64_triangle_data_url (line 42) | def create_base64_triangle_data_url(self) -> str:
    method run_test (line 53) | def run_test(self) -> bool:

FILE: simulator_tests/test_xai_models.py
  class XAIModelsTest (line 16) | class XAIModelsTest(BaseSimulatorTest):
    method test_name (line 20) | def test_name(self) -> str:
    method test_description (line 24) | def test_description(self) -> str:
    method run_test (line 27) | def run_test(self) -> bool:
  function main (line 210) | def main():

FILE: tests/conftest.py
  function custom_provider_factory (line 64) | def custom_provider_factory(api_key=None):
  function project_path (line 73) | def project_path(tmp_path):
  function _set_dummy_keys_if_missing (line 85) | def _set_dummy_keys_if_missing():
  function pytest_configure (line 93) | def pytest_configure(config):
  function pytest_collection_modifyitems (line 101) | def pytest_collection_modifyitems(session, config, items):
  function mock_provider_availability (line 109) | def mock_provider_availability(request, monkeypatch):
  function clear_model_restriction_env (line 179) | def clear_model_restriction_env(monkeypatch):
  function disable_force_env_override (line 195) | def disable_force_env_override(monkeypatch):

FILE: tests/http_transport_recorder.py
  class RecordingTransport (line 30) | class RecordingTransport(httpx.HTTPTransport):
    method __init__ (line 33) | def __init__(self, cassette_path: str, capture_content: bool = True, s...
    method handle_request (line 40) | def handle_request(self, request: httpx.Request) -> httpx.Response:
    method _record_interaction (line 98) | def _record_interaction(self, request_data: dict[str, Any], response_d...
    method _serialize_request (line 105) | def _serialize_request(self, request: httpx.Request) -> dict[str, Any]:
    method _serialize_response (line 135) | def _serialize_response(self, response: httpx.Response) -> dict[str, A...
    method _serialize_response_with_content (line 145) | def _serialize_response_with_content(self, response: httpx.Response, c...
    method _sanitize_request_content (line 184) | def _sanitize_request_content(self, content: str) -> Any:
    method _save_cassette (line 195) | def _save_cassette(self):
  class ReplayTransport (line 206) | class ReplayTransport(httpx.MockTransport):
    method __init__ (line 209) | def __init__(self, cassette_path: str):
    method _load_cassette (line 214) | def _load_cassette(self) -> list:
    method _handle_request (line 225) | def _handle_request(self, request: httpx.Request) -> httpx.Response:
    method _find_matching_interaction (line 281) | def _find_matching_interaction(self, request: httpx.Request) -> Option...
    method _get_request_signature (line 292) | def _get_request_signature(self, request: httpx.Request) -> str:
    method _is_o3_model_request (line 330) | def _is_o3_model_request(self, content_dict: dict) -> bool:
    method _extract_semantic_fields (line 335) | def _extract_semantic_fields(self, content_dict: dict) -> dict:
    method _get_saved_request_signature (line 374) | def _get_saved_request_signature(self, saved_request: dict[str, Any]) ...
  class TransportFactory (line 394) | class TransportFactory:
    method create_transport (line 398) | def create_transport(cassette_path: str) -> httpx.HTTPTransport:
    method should_record (line 412) | def should_record(cassette_path: str, api_key: Optional[str] = None) -...
    method should_replay (line 420) | def should_replay(cassette_path: str) -> bool:

FILE: tests/mock_helpers.py
  function create_mock_provider (line 8) | def create_mock_provider(model_name="gemini-2.5-flash", context_window=1...

FILE: tests/pii_sanitizer.py
  class PIIPattern (line 21) | class PIIPattern:
    method create (line 30) | def create(cls, name: str, pattern: str, replacement: str, description...
  class PIISanitizer (line 35) | class PIISanitizer:
    method __init__ (line 38) | def __init__(self, patterns: Optional[list[PIIPattern]] = None):
    method _add_default_patterns (line 47) | def _add_default_patterns(self):
    method add_pattern (line 143) | def add_pattern(self, pattern: PIIPattern):
    method sanitize_string (line 148) | def sanitize_string(self, text: str) -> str:
    method sanitize_headers (line 161) | def sanitize_headers(self, headers: dict[str, str]) -> dict[str, str]:
    method sanitize_value (line 182) | def sanitize_value(self, value: Any) -> Any:
    method sanitize_url (line 199) | def sanitize_url(self, url: str) -> str:
    method sanitize_request (line 229) | def sanitize_request(self, request_data: dict[str, Any]) -> dict[str, ...
    method sanitize_response (line 247) | def sanitize_response(self, response_data: dict[str, Any]) -> dict[str...

FILE: tests/sanitize_cassettes.py
  function sanitize_cassette (line 24) | def sanitize_cassette(cassette_path: Path, backup: bool = True) -> bool:
  function main (line 80) | def main():

FILE: tests/test_alias_target_restrictions.py
  class TestAliasTargetRestrictions (line 17) | class TestAliasTargetRestrictions:
    method test_openai_alias_target_validation_comprehensive (line 20) | def test_openai_alias_target_validation_comprehensive(self):
    method test_gemini_alias_target_validation_comprehensive (line 33) | def test_gemini_alias_target_validation_comprehensive(self):
    method test_restriction_policy_allows_alias_when_target_allowed (line 47) | def test_restriction_policy_allows_alias_when_target_allowed(self):
    method test_restriction_policy_alias_allows_canonical (line 66) | def test_restriction_policy_alias_allows_canonical(self):
    method test_restriction_policy_alias_allows_short_name (line 79) | def test_restriction_policy_alias_allows_short_name(self):
    method test_gemini_restriction_policy_allows_alias_when_target_allowed (line 91) | def test_gemini_restriction_policy_allows_alias_when_target_allowed(se...
    method test_gemini_restriction_policy_alias_allows_canonical (line 105) | def test_gemini_restriction_policy_alias_allows_canonical(self):
    method test_restriction_service_validation_includes_all_targets (line 116) | def test_restriction_service_validation_includes_all_targets(self):
    method test_both_alias_and_target_allowed_when_both_specified (line 137) | def test_both_alias_and_target_allowed_when_both_specified(self):
    method test_service_alias_allows_canonical_openai (line 157) | def test_service_alias_allows_canonical_openai(self):
    method test_service_alias_allows_canonical_gemini (line 169) | def test_service_alias_allows_canonical_gemini(self):
    method test_alias_target_policy_regression_prevention (line 180) | def test_alias_target_policy_regression_prevention(self):
    method test_no_duplicate_models_in_alias_aware_listing (line 217) | def test_no_duplicate_models_in_alias_aware_listing(self):
    method test_restriction_validation_uses_polymorphic_interface (line 232) | def test_restriction_validation_uses_polymorphic_interface(self):
    method test_complex_alias_chains_handled_correctly (line 259) | def test_complex_alias_chains_handled_correctly(self):
    method test_critical_regression_validation_sees_alias_targets (line 275) | def test_critical_regression_validation_sees_alias_targets(self):
    method test_critical_regression_prevents_policy_bypass (line 341) | def test_critical_regression_prevents_policy_bypass(self):

FILE: tests/test_auto_mode.py
  class TestAutoMode (line 13) | class TestAutoMode:
    method test_auto_mode_detection (line 16) | def test_auto_mode_detection(self):
    method test_model_capabilities_descriptions (line 46) | def test_model_capabilities_descriptions(self):
    method test_tool_schema_in_auto_mode (line 76) | def test_tool_schema_in_auto_mode(self):
    method test_tool_schema_in_normal_mode (line 108) | def test_tool_schema_in_normal_mode(self):
    method test_auto_mode_requires_model_parameter (line 141) | async def test_auto_mode_requires_model_parameter(self, tmp_path):
    method test_unavailable_model_error_message (line 175) | async def test_unavailable_model_error_message(self):
    method test_model_field_schema_generation (line 270) | def test_model_field_schema_generation(self):

FILE: tests/test_auto_mode_comprehensive.py
  class TestAutoModeComprehensive (line 23) | class TestAutoModeComprehensive:
    method setup_method (line 26) | def setup_method(self):
    method teardown_method (line 41) | def teardown_method(self):
    method test_auto_mode_model_selection_by_provider (line 146) | def test_auto_mode_model_selection_by_provider(self, provider_config, ...
    method test_tool_model_categories (line 198) | def test_tool_model_categories(self, tool_class, expected_category):
    method test_auto_mode_with_gemini_only_uses_correct_models (line 204) | async def test_auto_mode_with_gemini_only_uses_correct_models(self, tm...
    method test_auto_mode_schema_includes_all_available_models (line 241) | def test_auto_mode_schema_includes_all_available_models(self):
    method test_auto_mode_schema_with_all_providers (line 299) | def test_auto_mode_schema_with_all_providers(self):
    method test_auto_mode_model_parameter_required_error (line 348) | async def test_auto_mode_model_parameter_required_error(self, tmp_path):
    method test_model_availability_with_restrictions (line 399) | def test_model_availability_with_restrictions(self):
    method test_openrouter_fallback_when_no_native_apis (line 447) | def test_openrouter_fallback_when_no_native_apis(self):
    method test_actual_model_name_resolution_in_auto_mode (line 499) | async def test_actual_model_name_resolution_in_auto_mode(self, tmp_path):

FILE: tests/test_auto_mode_custom_provider_only.py
  class TestAutoModeCustomProviderOnly (line 14) | class TestAutoModeCustomProviderOnly:
    method setup_method (line 17) | def setup_method(self):
    method teardown_method (line 40) | def teardown_method(self):
    method test_reproduce_auto_mode_custom_provider_only_issue (line 62) | def test_reproduce_auto_mode_custom_provider_only_issue(self):
    method test_custom_provider_models_available_via_registry (line 101) | def test_custom_provider_models_available_via_registry(self):
    method test_custom_provider_validate_model_name (line 140) | def test_custom_provider_validate_model_name(self):
    method test_auto_mode_fallback_with_custom_only_should_work (line 168) | def test_auto_mode_fallback_with_custom_only_should_work(self):

FILE: tests/test_auto_mode_model_listing.py
  function _extract_available_models (line 20) | def _extract_available_models(message: str) -> list[str]:
  function reset_registry (line 40) | def reset_registry():
  function _register_core_providers (line 51) | def _register_core_providers(*, include_xai: bool = False):
  function test_error_listing_respects_env_restrictions (line 60) | def test_error_listing_respects_env_restrictions(monkeypatch, reset_regi...
  function test_error_listing_without_restrictions_shows_full_catalog (line 146) | def test_error_listing_without_restrictions_shows_full_catalog(monkeypat...

FILE: tests/test_auto_mode_provider_selection.py
  class TestAutoModeProviderSelection (line 13) | class TestAutoModeProviderSelection:
    method setup_method (line 16) | def setup_method(self):
    method teardown_method (line 28) | def teardown_method(self):
    method test_gemini_only_fallback_selection (line 35) | def test_gemini_only_fallback_selection(self):
    method test_openai_only_fallback_selection (line 74) | def test_openai_only_fallback_selection(self):
    method test_both_gemini_and_openai_priority (line 113) | def test_both_gemini_and_openai_priority(self):
    method test_xai_only_fallback_selection (line 155) | def test_xai_only_fallback_selection(self):
    method test_available_models_respects_restrictions (line 194) | def test_available_models_respects_restrictions(self):
    method test_model_validation_across_providers (line 243) | def test_model_validation_across_providers(self):
    method test_alias_resolution_before_api_calls (line 294) | def test_alias_resolution_before_api_calls(self):

FILE: tests/test_auto_model_planner_fix.py
  class TestAutoModelPlannerFix (line 18) | class TestAutoModelPlannerFix:
    method test_planner_requires_model_false (line 21) | def test_planner_requires_model_false(self):
    method test_chat_requires_model_true (line 26) | def test_chat_requires_model_true(self):
    method test_base_tool_requires_model_default (line 31) | def test_base_tool_requires_model_default(self):
    method test_auto_model_error_before_fix_simulation (line 61) | def test_auto_model_error_before_fix_simulation(self, mock_get_provider):
    method test_planner_execution_bypasses_model_resolution (line 79) | async def test_planner_execution_bypasses_model_resolution(self):
    method test_server_model_resolution_logic (line 107) | def test_server_model_resolution_logic(self):
    method test_provider_registry_auto_handling (line 135) | def test_provider_registry_auto_handling(self):
    method test_end_to_end_planner_with_auto_mode (line 148) | async def test_end_to_end_planner_with_auto_mode(self):
    method test_other_tools_still_require_models (line 196) | def test_other_tools_still_require_models(self):

FILE: tests/test_azure_openai_provider.py
  class _DummyResponse (line 15) | class _DummyResponse:
    method __init__ (line 16) | def __init__(self):
  function dummy_azure_client (line 34) | def dummy_azure_client(monkeypatch):
  function test_generate_content_uses_deployment_mapping (line 56) | def test_generate_content_uses_deployment_mapping(dummy_azure_client):
  function test_generate_content_accepts_deployment_alias (line 71) | def test_generate_content_accepts_deployment_alias(dummy_azure_client):
  function test_client_initialization_uses_endpoint_and_version (line 85) | def test_client_initialization_uses_endpoint_and_version(dummy_azure_cli...
  function test_deployment_overrides_capabilities (line 99) | def test_deployment_overrides_capabilities(dummy_azure_client):
  function test_registry_configuration_merges_capabilities (line 120) | def test_registry_configuration_merges_capabilities(dummy_azure_client, ...

FILE: tests/test_buggy_behavior_prevention.py
  class TestBuggyBehaviorPrevention (line 20) | class TestBuggyBehaviorPrevention:
    method test_alias_listing_includes_targets_for_restriction_validation (line 23) | def test_alias_listing_includes_targets_for_restriction_validation(self):
    method test_target_models_are_recognized_during_validation (line 64) | def test_target_models_are_recognized_during_validation(self):
    method test_policy_enforcement_remains_comprehensive (line 95) | def test_policy_enforcement_remains_comprehensive(self):
    method test_alias_aware_listing_extends_canonical_view (line 132) | def test_alias_aware_listing_extends_canonical_view(self):
    method test_restriction_validation_uses_alias_aware_variant (line 155) | def test_restriction_validation_uses_alias_aware_variant(self):
    method test_alias_listing_covers_targets_for_all_providers (line 208) | def test_alias_listing_covers_targets_for_all_providers(self):
    method test_validation_correctly_identifies_invalid_models (line 228) | def test_validation_correctly_identifies_invalid_models(self):
    method test_custom_provider_alias_listing (line 258) | def test_custom_provider_alias_listing(self):
    method test_openrouter_provider_alias_listing (line 274) | def test_openrouter_provider_alias_listing(self):

FILE: tests/test_cassette_semantic_matching.py
  class TestCassetteSemanticMatching (line 16) | class TestCassetteSemanticMatching:
    method dummy_cassette (line 20) | def dummy_cassette(self, tmp_path):
    method test_o3_model_semantic_matching (line 26) | def test_o3_model_semantic_matching(self, dummy_cassette):
    method test_non_o3_model_exact_matching (line 80) | def test_non_o3_model_exact_matching(self, dummy_cassette):
    method test_o3_mini_semantic_matching (line 92) | def test_o3_mini_semantic_matching(self, dummy_cassette):
    method test_o3_without_request_markers (line 114) | def test_o3_without_request_markers(self, dummy_cassette):

FILE: tests/test_challenge.py
  class TestChallengeTool (line 18) | class TestChallengeTool:
    method setup_method (line 21) | def setup_method(self):
    method test_tool_metadata (line 25) | def test_tool_metadata(self):
    method test_requires_model (line 33) | def test_requires_model(self):
    method test_schema_structure (line 37) | def test_schema_structure(self):
    method test_request_model_validation (line 60) | def test_request_model_validation(self):
    method test_required_fields (line 73) | def test_required_fields(self):
    method test_execute_success (line 82) | async def test_execute_success(self):
    method test_execute_error_handling (line 110) | async def test_execute_error_handling(self):
    method test_wrap_prompt_for_challenge (line 121) | def test_wrap_prompt_for_challenge(self):
    method test_multiple_prompts (line 133) | def test_multiple_prompts(self):
    method test_tool_fields (line 151) | def test_tool_fields(self):
    method test_required_fields_list (line 160) | def test_required_fields_list(self):
    method test_not_used_methods (line 166) | async def test_not_used_methods(self):
    method test_special_characters_in_prompt (line 177) | def test_special_characters_in_prompt(self):
    method test_unicode_support (line 187) | async def test_unicode_support(self):

FILE: tests/test_chat_codegen_integration.py
  function test_chat_codegen_saves_file (line 35) | async def test_chat_codegen_saves_file(monkeypatch, tmp_path):

FILE: tests/test_chat_cross_model_continuation.py
  function _extract_number (line 44) | def _extract_number(text: str) -> str:
  function test_chat_cross_model_continuation (line 58) | async def test_chat_cross_model_continuation(monkeypatch, tmp_path):

FILE: tests/test_chat_openai_integration.py
  function test_chat_auto_mode_with_openai (line 26) | async def test_chat_auto_mode_with_openai(monkeypatch, tmp_path):
  function test_chat_openai_continuation (line 92) | async def test_chat_openai_continuation(monkeypatch, tmp_path):

FILE: tests/test_chat_simple.py
  class TestChatTool (line 18) | class TestChatTool:
    method setup_method (line 21) | def setup_method(self):
    method test_tool_metadata (line 25) | def test_tool_metadata(self):
    method test_schema_structure (line 33) | def test_schema_structure(self):
    method test_request_model_validation (line 53) | def test_request_model_validation(self):
    method test_required_fields (line 73) | def test_required_fields(self):
    method test_model_availability (line 81) | def test_model_availability(self):
    method test_model_field_schema (line 87) | def test_model_field_schema(self):
    method test_prompt_preparation (line 104) | async def test_prompt_preparation(self):
    method test_response_formatting (line 124) | def test_response_formatting(self):
    method test_format_response_multiple_generated_code_blocks (line 135) | def test_format_response_multiple_generated_code_blocks(self, tmp_path):
    method test_format_response_single_generated_code_block (line 160) | def test_format_response_single_generated_code_block(self, tmp_path):
    method test_format_response_ignores_unclosed_generated_code (line 183) | def test_format_response_ignores_unclosed_generated_code(self, tmp_path):
    method test_format_response_ignores_orphaned_closing_tag (line 198) | def test_format_response_ignores_orphaned_closing_tag(self, tmp_path):
    method test_format_response_preserves_narrative_after_generated_code (line 213) | def test_format_response_preserves_narrative_after_generated_code(self...
    method test_tool_name (line 234) | def test_tool_name(self):
    method test_websearch_guidance (line 238) | def test_websearch_guidance(self):
    method test_convenience_methods (line 247) | def test_convenience_methods(self):
  class TestChatRequestModel (line 262) | class TestChatRequestModel:
    method test_field_descriptions (line 265) | def test_field_descriptions(self):
    method test_working_directory_absolute_path_description_matches_behavior (line 277) | def test_working_directory_absolute_path_description_matches_behavior(...
    method test_working_directory_absolute_path_must_exist (line 285) | async def test_working_directory_absolute_path_must_exist(self, tmp_pa...
    method test_default_values (line 304) | def test_default_values(self):
    method test_inheritance (line 312) | def test_inheritance(self):

FILE: tests/test_clink_claude_agent.py
  class DummyProcess (line 13) | class DummyProcess:
    method __init__ (line 14) | def __init__(self, *, stdout: bytes = b"", stderr: bytes = b"", return...
    method communicate (line 20) | async def communicate(self, input_data):
  function claude_agent (line 26) | def claude_agent():
  function _run_agent_with_process (line 45) | async def _run_agent_with_process(monkeypatch, agent, role, process, *, ...
  function test_claude_agent_injects_system_prompt (line 65) | async def test_claude_agent_injects_system_prompt(monkeypatch, claude_ag...
  function test_claude_agent_recovers_error_payload (line 86) | async def test_claude_agent_recovers_error_payload(monkeypatch, claude_a...
  function test_claude_agent_propagates_unparseable_output (line 106) | async def test_claude_agent_propagates_unparseable_output(monkeypatch, c...

FILE: tests/test_clink_claude_parser.py
  function _build_success_payload (line 11) | def _build_success_payload() -> str:
  function test_claude_parser_extracts_result_and_metadata (line 20) | def test_claude_parser_extracts_result_and_metadata():
  function test_claude_parser_falls_back_to_message (line 32) | def test_claude_parser_falls_back_to_message():
  function test_claude_parser_requires_output (line 43) | def test_claude_parser_requires_output():
  function test_claude_parser_handles_array_payload_with_result_event (line 50) | def test_claude_parser_handles_array_payload_with_result_event():

FILE: tests/test_clink_codex_agent.py
  class DummyProcess (line 12) | class DummyProcess:
    method __init__ (line 13) | def __init__(self, *, stdout: bytes = b"", stderr: bytes = b"", return...
    method communicate (line 18) | async def communicate(self, _input):
  function codex_agent (line 23) | def codex_agent():
  function _run_agent_with_process (line 41) | async def _run_agent_with_process(monkeypatch, agent, role, process):
  function test_codex_agent_recovers_jsonl (line 54) | async def test_codex_agent_recovers_jsonl(monkeypatch, codex_agent):
  function test_codex_agent_propagates_invalid_json (line 69) | async def test_codex_agent_propagates_invalid_json(monkeypatch, codex_ag...

FILE: tests/test_clink_gemini_agent.py
  class DummyProcess (line 12) | class DummyProcess:
    method __init__ (line 13) | def __init__(self, *, stdout: bytes = b"", stderr: bytes = b"", return...
    method communicate (line 18) | async def communicate(self, _input):
  function gemini_agent (line 23) | def gemini_agent():
  function _run_agent_with_process (line 41) | async def _run_agent_with_process(monkeypatch, agent, role, process):
  function test_gemini_agent_recovers_tool_error (line 54) | async def test_gemini_agent_recovers_tool_error(monkeypatch, gemini_agent):
  function test_gemini_agent_propagates_unrecoverable_error (line 75) | async def test_gemini_agent_propagates_unrecoverable_error(monkeypatch, ...

FILE: tests/test_clink_gemini_parser.py
  function _build_rate_limit_stdout (line 8) | def _build_rate_limit_stdout() -> str:
  function test_gemini_parser_handles_rate_limit_empty_response (line 30) | def test_gemini_parser_handles_rate_limit_empty_response():
  function test_gemini_parser_still_errors_when_no_fallback_available (line 43) | def test_gemini_parser_still_errors_when_no_fallback_available():

FILE: tests/test_clink_integration.py
  function test_clink_gemini_single_digit_sum (line 12) | async def test_clink_gemini_single_digit_sum():
  function test_clink_claude_single_digit_sum (line 49) | async def test_clink_claude_single_digit_sum():

FILE: tests/test_clink_parsers.py
  function test_codex_parser_success (line 7) | def test_codex_parser_success():
  function test_codex_parser_requires_agent_message (line 18) | def test_codex_parser_requires_agent_message():

FILE: tests/test_clink_tool.py
  function test_clink_tool_execute (line 12) | async def test_clink_tool_execute(monkeypatch):
  function test_registry_lists_roles (line 55) | def test_registry_lists_roles():
  function test_clink_tool_defaults_to_first_cli (line 73) | async def test_clink_tool_defaults_to_first_cli(monkeypatch):
  function test_clink_tool_truncates_large_output (line 108) | async def test_clink_tool_truncates_large_output(monkeypatch):
  function test_clink_tool_truncates_without_summary (line 150) | async def test_clink_tool_truncates_without_summary(monkeypatch):

FILE: tests/test_collaboration.py
  class TestDynamicContextRequests (line 17) | class TestDynamicContextRequests:
    method analyze_tool (line 21) | def analyze_tool(self):
    method debug_tool (line 25) | def debug_tool(self):
    method test_clarification_request_parsing (line 30) | async def test_clarification_request_parsing(self, mock_get_provider, ...
    method test_normal_response_not_parsed_as_clarification (line 86) | async def test_normal_response_not_parsed_as_clarification(
    method test_malformed_clarification_request_treated_as_normal (line 119) | async def test_malformed_clarification_request_treated_as_normal(self,...
    method test_clarification_with_suggested_action (line 159) | async def test_clarification_with_suggested_action(self, mock_get_prov...
    method test_tool_output_model_serialization (line 276) | def test_tool_output_model_serialization(self):
    method test_clarification_request_model (line 293) | def test_clarification_request_model(self):
    method test_error_response_format (line 307) | async def test_error_response_format(self, mock_get_provider, analyze_...
  class TestCollaborationWorkflow (line 344) | class TestCollaborationWorkflow:
    method teardown_method (line 347) | def teardown_method(self):
    method test_dependency_analysis_triggers_clarification (line 357) | async def test_dependency_analysis_triggers_clarification(self, mock_e...
    method test_multi_step_collaboration (line 423) | async def test_multi_step_collaboration(self, mock_expert_analysis, mo...

FILE: tests/test_config.py
  class TestConfig (line 16) | class TestConfig:
    method test_version_info (line 19) | def test_version_info(self):
    method test_model_config (line 31) | def test_model_config(self):
    method test_temperature_defaults (line 36) | def test_temperature_defaults(self):

FILE: tests/test_consensus.py
  class TestConsensusTool (line 13) | class TestConsensusTool:
    method test_tool_metadata (line 16) | def test_tool_metadata(self):
    method test_request_validation_step1 (line 26) | def test_request_validation_step1(self):
    method test_request_validation_missing_models_step1 (line 45) | def test_request_validation_missing_models_step1(self):
    method test_request_validation_later_steps (line 57) | def test_request_validation_later_steps(self):
    method test_request_validation_duplicate_model_stance (line 74) | def test_request_validation_duplicate_model_stance(self):
    method test_input_schema_generation (line 108) | def test_input_schema_generation(self):
    method test_get_required_actions (line 152) | def test_get_required_actions(self):
    method test_prepare_step_data (line 170) | def test_prepare_step_data(self):
    method test_stance_enhanced_prompt_generation (line 197) | def test_stance_enhanced_prompt_generation(self):
    method test_should_call_expert_analysis (line 217) | def test_should_call_expert_analysis(self):
    method test_execute_workflow_step1_basic (line 223) | def test_execute_workflow_step1_basic(self):
    method test_execute_workflow_total_steps_calculation (line 243) | def test_execute_workflow_total_steps_calculation(self):
    method test_consult_model_basic_structure (line 261) | def test_consult_model_basic_structure(self):
    method test_model_configuration_validation (line 274) | def test_model_configuration_validation(self):
    method test_handle_work_continuation (line 294) | def test_handle_work_continuation(self):
    method test_customize_workflow_response (line 317) | def test_customize_workflow_response(self):
    method test_consensus_with_relevant_files_model_context_fix (line 334) | async def test_consensus_with_relevant_files_model_context_fix(self):

FILE: tests/test_consensus_integration.py
  function test_consensus_multi_model_consultations (line 36) | async def test_consensus_multi_model_consultations(monkeypatch, openai_m...
  function test_consensus_auto_mode_with_openrouter_and_gemini (line 201) | async def test_consensus_auto_mode_with_openrouter_and_gemini(monkeypatch):

FILE: tests/test_consensus_schema.py
  function test_consensus_models_field_includes_available_models (line 8) | def test_consensus_models_field_includes_available_models(monkeypatch):

FILE: tests/test_conversation_continuation_integration.py
  function test_first_response_persisted_in_conversation_history (line 8) | def test_first_response_persisted_in_conversation_history(tmp_path):

FILE: tests/test_conversation_field_mapping.py
  function test_conversation_history_field_mapping (line 16) | async def test_conversation_history_field_mapping():
  function test_unknown_tool_defaults_to_prompt (line 100) | async def test_unknown_tool_defaults_to_prompt():
  function test_tool_parameter_standardization (line 142) | async def test_tool_parameter_standardization():

FILE: tests/test_conversation_file_features.py
  class TestConversationFileList (line 24) | class TestConversationFileList:
    method test_get_conversation_file_list_basic (line 27) | def test_get_conversation_file_list_basic(self):
    method test_get_conversation_file_list_deduplication (line 61) | def test_get_conversation_file_list_deduplication(self):
  class TestFileInclusionPlanning (line 98) | class TestFileInclusionPlanning:
    method test_plan_file_inclusion_within_budget (line 101) | def test_plan_file_inclusion_within_budget(self, project_path):
    method test_plan_file_inclusion_exceeds_budget (line 121) | def test_plan_file_inclusion_exceeds_budget(self, project_path):
    method test_plan_file_inclusion_empty_list (line 141) | def test_plan_file_inclusion_empty_list(self):
    method test_plan_file_inclusion_nonexistent_files (line 149) | def test_plan_file_inclusion_nonexistent_files(self):
  class TestConversationHistoryBuilding (line 160) | class TestConversationHistoryBuilding:
    method test_build_conversation_history_with_file_content (line 164) | def test_build_conversation_history_with_file_content(self, project_pa...
    method test_build_conversation_history_file_deduplication (line 213) | def test_build_conversation_history_file_deduplication(self, project_p...
    method test_build_conversation_history_empty_turns (line 260) | def test_build_conversation_history_empty_turns(self):
  class TestCrossToolFileContext (line 277) | class TestCrossToolFileContext:
    method test_cross_tool_file_context_preservation (line 281) | def test_cross_tool_file_context_preservation(self, project_path):
  class TestLargeConversations (line 352) | class TestLargeConversations:
    method test_large_conversation_with_many_files (line 356) | def test_large_conversation_with_many_files(self, project_path):
  class TestSmallAndNewConversations (line 418) | class TestSmallAndNewConversations:
    method test_empty_conversation (line 421) | def test_empty_conversation(self):
    method test_single_turn_conversation (line 438) | def test_single_turn_conversation(self, project_path):
  class TestFailureScenarios (line 477) | class TestFailureScenarios:
    method test_file_list_with_missing_files (line 480) | def test_file_list_with_missing_files(self):
    method test_conversation_with_unreadable_files (line 507) | def test_conversation_with_unreadable_files(self, project_path):

FILE: tests/test_conversation_memory.py
  class TestConversationMemory (line 26) | class TestConversationMemory:
    method test_create_thread (line 30) | def test_create_thread(self, mock_storage):
    method test_get_thread_valid (line 47) | def test_get_thread_valid(self, mock_storage):
    method test_get_thread_invalid_uuid (line 73) | def test_get_thread_invalid_uuid(self, mock_storage):
    method test_get_thread_not_found (line 79) | def test_get_thread_not_found(self, mock_storage):
    method test_add_turn_success (line 89) | def test_add_turn_success(self, mock_storage):
    method test_add_turn_max_limit (line 115) | def test_add_turn_max_limit(self, mock_storage):
    method test_build_conversation_history (line 142) | def test_build_conversation_history(self, project_path):
    method test_build_conversation_history_empty (line 221) | def test_build_conversation_history_empty(self):
  class TestConversationFlow (line 239) | class TestConversationFlow:
    method test_complete_conversation_cycle (line 243) | def test_complete_conversation_cycle(self, mock_storage):
    method test_invalid_continuation_id_error (line 347) | def test_invalid_continuation_id_error(self, mock_storage):
    method test_dynamic_max_turns_configuration (line 371) | def test_dynamic_max_turns_configuration(self):
    method test_follow_up_instructions_dynamic_behavior (line 404) | def test_follow_up_instructions_dynamic_behavior(self):
    method test_follow_up_instructions_defaults_to_config (line 438) | def test_follow_up_instructions_defaults_to_config(self):
    method test_complete_conversation_with_dynamic_turns (line 445) | def test_complete_conversation_with_dynamic_turns(self, mock_storage):
    method test_conversation_with_files_and_context_preservation (line 502) | def test_conversation_with_files_and_context_preservation(self, mock_s...
    method test_stateless_request_isolation (line 667) | def test_stateless_request_isolation(self, mock_storage):
    method test_token_limit_optimization_in_conversation_history (line 712) | def test_token_limit_optimization_in_conversation_history(self):

FILE: tests/test_conversation_missing_files.py
  class TestConversationMissingFiles (line 17) | class TestConversationMissingFiles:
    method test_build_conversation_history_handles_missing_files (line 20) | def test_build_conversation_history_handles_missing_files(self):

FILE: tests/test_custom_openai_temperature_fix.py
  class TestCustomOpenAITemperatureParameterFix (line 17) | class TestCustomOpenAITemperatureParameterFix:
    method _create_test_config (line 20) | def _create_test_config(self, models_config: list[dict]) -> str:
    method test_custom_openai_models_exclude_temperature_from_api_call (line 31) | def test_custom_openai_models_exclude_temperature_from_api_call(self, ...
    method test_custom_openai_models_include_temperature_when_supported (line 139) | def test_custom_openai_models_include_temperature_when_supported(self,...
    method test_custom_openai_model_validation (line 217) | def test_custom_openai_model_validation(self, mock_restriction_service):
    method test_fallback_to_builtin_models_when_registry_fails (line 263) | def test_fallback_to_builtin_models_when_registry_fails(self, mock_res...

FILE: tests/test_custom_provider.py
  class TestCustomProvider (line 13) | class TestCustomProvider:
    method test_provider_initialization_with_params (line 16) | def test_provider_initialization_with_params(self):
    method test_provider_initialization_with_env_vars (line 24) | def test_provider_initialization_with_env_vars(self):
    method test_provider_initialization_missing_url (line 32) | def test_provider_initialization_missing_url(self):
    method test_validate_model_names_always_true (line 38) | def test_validate_model_names_always_true(self):
    method test_get_capabilities_from_registry (line 50) | def test_get_capabilities_from_registry(self):
    method test_get_capabilities_generic_fallback (line 77) | def test_get_capabilities_generic_fallback(self):
    method test_model_alias_resolution (line 85) | def test_model_alias_resolution(self):
    method test_no_thinking_mode_support (line 98) | def test_no_thinking_mode_support(self):
    method test_generate_content_with_alias_resolution (line 110) | def test_generate_content_with_alias_resolution(self, mock_generate):
  class TestCustomProviderRegistration (line 132) | class TestCustomProviderRegistration:
    method setup_method (line 135) | def setup_method(self):
    method teardown_method (line 140) | def teardown_method(self):
    method test_custom_provider_factory_registration (line 145) | def test_custom_provider_factory_registration(self):
    method test_dual_provider_setup (line 163) | def test_dual_provider_setup(self):
    method test_provider_priority_selection (line 197) | def test_provider_priority_selection(self):
  class TestConfigureProvidersFunction (line 223) | class TestConfigureProvidersFunction:
    method setup_method (line 226) | def setup_method(self):
    method teardown_method (line 235) | def teardown_method(self):
    method test_configure_providers_custom_only (line 243) | def test_configure_providers_custom_only(self):
    method test_configure_providers_openrouter_only (line 266) | def test_configure_providers_openrouter_only(self):
    method test_configure_providers_dual_setup (line 288) | def test_configure_providers_dual_setup(self):
    method test_configure_providers_no_valid_keys (line 311) | def test_configure_providers_no_valid_keys(self):

FILE: tests/test_debug.py
  class TestDebugTool (line 9) | class TestDebugTool:
    method test_tool_metadata (line 12) | def test_tool_metadata(self):
    method test_request_validation (line 22) | def test_request_validation(self):
    method test_input_schema_generation (line 42) | def test_input_schema_generation(self):
    method test_model_category_for_debugging (line 61) | def test_model_category_for_debugging(self):
    method test_relevant_context_handling (line 66) | def test_relevant_context_handling(self):

FILE: tests/test_deploy_scripts.py
  class TestDeploymentScripts (line 12) | class TestDeploymentScripts:
    method setup (line 16) | def setup(self):
    method test_deployment_scripts_exist (line 21) | def test_deployment_scripts_exist(self):
    method test_bash_scripts_executable (line 29) | def test_bash_scripts_executable(self):
    method test_powershell_scripts_format (line 40) | def test_powershell_scripts_format(self):
    method test_deploy_script_docker_commands (line 62) | def test_deploy_script_docker_commands(self, mock_run):
    method test_build_script_functionality (line 75) | def test_build_script_functionality(self):
    method test_deploy_script_health_check_integration (line 87) | def test_deploy_script_health_check_integration(self):
    method test_script_error_handling (line 104) | def test_script_error_handling(self):
    method test_docker_compose_commands (line 127) | def test_docker_compose_commands(self, mock_run):
    method test_script_parameter_handling (line 143) | def test_script_parameter_handling(self):
    method test_environment_preparation (line 157) | def test_environment_preparation(self):
  class TestHealthCheckScript (line 175) | class TestHealthCheckScript:
    method setup (line 179) | def setup(self):
    method test_healthcheck_script_syntax (line 184) | def test_healthcheck_script_syntax(self):
    method test_healthcheck_functions_exist (line 197) | def test_healthcheck_functions_exist(self):
    method test_healthcheck_process_check (line 211) | def test_healthcheck_process_check(self, mock_run):
    method test_healthcheck_import_validation (line 222) | def test_healthcheck_import_validation(self):
    method test_healthcheck_exit_codes (line 233) | def test_healthcheck_exit_codes(self):
  class TestScriptIntegration (line 253) | class TestScriptIntegration:
    method test_scripts_work_with_compose_file (line 256) | def test_scripts_work_with_compose_file(self):
    method test_cross_platform_compatibility (line 277) | def test_cross_platform_compatibility(self):
    method test_script_logging_integration (line 295) | def test_script_logging_integration(self):

FILE: tests/test_dial_provider.py
  class TestDIALProvider (line 12) | class TestDIALProvider:
    method test_initialization_with_host (line 16) | def test_initialization_with_host(self):
    method test_initialization_default_host (line 25) | def test_initialization_default_host(self):
    method test_initialization_host_normalization (line 32) | def test_initialization_host_normalization(self):
    method test_model_validation (line 44) | def test_model_validation(self):
    method test_resolve_model_name (line 59) | def test_resolve_model_name(self):
    method test_get_capabilities (line 80) | def test_get_capabilities(self):
    method test_get_capabilities_invalid_model (line 120) | def test_get_capabilities_invalid_model(self):
    method test_get_capabilities_restricted_model (line 128) | def test_get_capabilities_restricted_model(self, mock_get_restriction):
    method test_supports_vision (line 142) | def test_supports_vision(self):
    method test_generate_content_with_alias (line 155) | def test_generate_content_with_alias(self, mock_openai_class):
    method test_provider_type (line 190) | def test_provider_type(self):
    method test_friendly_name (line 195) | def test_friendly_name(self):
    method test_configurable_api_version (line 201) | def test_configurable_api_version(self):
    method test_default_api_version (line 207) | def test_default_api_version(self):
    method test_allowed_models_restriction (line 223) | def test_allowed_models_restriction(self):
    method test_close_method (line 240) | def test_close_method(self, mock_openai_class, mock_httpx_client_class):

FILE: tests/test_directory_expansion_tracking.py
  class TestDirectoryExpansionTracking (line 21) | class TestDirectoryExpansionTracking:
    method tool (line 25) | def tool(self):
    method temp_directory_with_files (line 29) | def temp_directory_with_files(self, project_path):
    method test_directory_expansion_tracked_in_conversation_memory (line 78) | async def test_directory_expansion_tracked_in_conversation_memory(
    method test_conversation_continuation_with_directory_files (line 127) | async def test_conversation_continuation_with_directory_files(
    method test_get_conversation_embedded_files_with_expanded_files (line 202) | def test_get_conversation_embedded_files_with_expanded_files(self, moc...
    method test_file_filtering_with_mixed_files_and_directories (line 243) | def test_file_filtering_with_mixed_files_and_directories(self, mock_st...
    method test_actually_processed_files_stored_correctly (line 290) | async def test_actually_processed_files_stored_correctly(self, mock_ge...

FILE: tests/test_disabled_tools.py
  class MockTool (line 17) | class MockTool:
    method __init__ (line 18) | def __init__(self, name):
  class TestDisabledTools (line 22) | class TestDisabledTools:
    method test_parse_disabled_tools_empty (line 25) | def test_parse_disabled_tools_empty(self):
    method test_parse_disabled_tools_not_set (line 30) | def test_parse_disabled_tools_not_set(self):
    method test_parse_disabled_tools_single (line 38) | def test_parse_disabled_tools_single(self):
    method test_parse_disabled_tools_multiple (line 43) | def test_parse_disabled_tools_multiple(self):
    method test_parse_disabled_tools_extra_spaces (line 48) | def test_parse_disabled_tools_extra_spaces(self):
    method test_parse_disabled_tools_duplicates (line 53) | def test_parse_disabled_tools_duplicates(self):
    method test_tool_filtering_logic (line 58) | def test_tool_filtering_logic(self):
    method test_unknown_tools_warning (line 95) | def test_unknown_tools_warning(self, caplog):
    method test_essential_tools_warning (line 110) | def test_essential_tools_warning(self, caplog):
    method test_parse_disabled_tools_parametrized (line 137) | def test_parse_disabled_tools_parametrized(self, env_value, expected):

FILE: tests/test_docker_claude_desktop_integration.py
  class TestDockerClaudeDesktopIntegration (line 13) | class TestDockerClaudeDesktopIntegration:
    method setup (line 17) | def setup(self):
    method test_mcp_config_docker_run_format (line 21) | def test_mcp_config_docker_run_format(self):
    method test_mcp_config_docker_compose_format (line 52) | def test_mcp_config_docker_compose_format(self):
    method test_mcp_config_environment_variables (line 72) | def test_mcp_config_environment_variables(self):
    method test_windows_path_format (line 102) | def test_windows_path_format(self):
    method test_mcp_config_validation (line 131) | def test_mcp_config_validation(self):
    method test_mcp_stdio_communication (line 143) | def test_mcp_stdio_communication(self):
    method test_docker_image_reference (line 168) | def test_docker_image_reference(self):
    method temp_mcp_config (line 184) | def temp_mcp_config(self):
    method test_mcp_config_file_parsing (line 202) | def test_mcp_config_file_parsing(self, temp_mcp_config):
    method test_environment_file_integration (line 211) | def test_environment_file_integration(self):
    method test_docker_volume_mount_paths (line 231) | def test_docker_volume_mount_paths(self):
  class TestDockerMCPErrorHandling (line 249) | class TestDockerMCPErrorHandling:
    method test_missing_docker_image_handling (line 252) | def test_missing_docker_image_handling(self):
    method test_invalid_env_file_path (line 263) | def test_invalid_env_file_path(self):
    method test_docker_permission_issues (line 278) | def test_docker_permission_issues(self):
    method test_resource_limit_configurations (line 293) | def test_resource_limit_configurations(self):

FILE: tests/test_docker_config_complete.py
  class TestDockerMCPConfiguration (line 12) | class TestDockerMCPConfiguration:
    method test_dockerfile_configuration (line 15) | def test_dockerfile_configuration(self):
    method test_environment_file_template (line 40) | def test_environment_file_template(self):
    method test_logs_directory_setup (line 59) | def test_logs_directory_setup(self):
  class TestDockerCommandValidation (line 77) | class TestDockerCommandValidation:
    method test_docker_build_command (line 81) | def test_docker_build_command(self, mock_run):
    method test_docker_run_mcp_command (line 94) | def test_docker_run_mcp_command(self, mock_run):
    method test_docker_command_structure (line 118) | def test_docker_command_structure(self):
  class TestIntegrationChecks (line 145) | class TestIntegrationChecks:
    method test_complete_setup_checklist (line 148) | def test_complete_setup_checklist(self):
    method test_mcp_integration_readiness (line 171) | def test_mcp_integration_readiness(self):
  class TestErrorHandling (line 193) | class TestErrorHandling:
    method test_missing_api_key_handling (line 196) | def test_missing_api_key_handling(self):
    method test_docker_not_available_handling (line 212) | def test_docker_not_available_handling(self):

FILE: tests/test_docker_healthcheck.py
  class TestDockerHealthCheck (line 13) | class TestDockerHealthCheck:
    method setup (line 17) | def setup(self):
    method test_healthcheck_script_exists (line 22) | def test_healthcheck_script_exists(self):
    method test_healthcheck_script_executable (line 26) | def test_healthcheck_script_executable(self):
    method test_process_check_success (line 36) | def test_process_check_success(self, mock_run):
    method test_process_check_failure (line 49) | def test_process_check_failure(self, mock_run):
    method test_critical_modules_import (line 59) | def test_critical_modules_import(self):
    method test_optional_modules_graceful_failure (line 69) | def test_optional_modules_graceful_failure(self):
    method test_log_directory_check (line 80) | def test_log_directory_check(self):
    method test_health_check_timeout_handling (line 88) | def test_health_check_timeout_handling(self):
    method test_health_check_docker_configuration (line 99) | def test_health_check_docker_configuration(self):
  class TestDockerHealthCheckIntegration (line 113) | class TestDockerHealthCheckIntegration:
    method test_dockerfile_health_check_setup (line 116) | def test_dockerfile_health_check_setup(self):
    method test_health_check_failure_scenarios (line 129) | def test_health_check_failure_scenarios(self):
    method test_health_check_recovery (line 142) | def test_health_check_recovery(self):
    method test_health_check_with_missing_env_vars (line 154) | def test_health_check_with_missing_env_vars(self):
    method test_health_check_performance (line 165) | def test_health_check_performance(self):

FILE: tests/test_docker_implementation.py
  class TestDockerConfiguration (line 26) | class TestDockerConfiguration:
    method setup_method (line 29) | def setup_method(self):
    method test_dockerfile_exists (line 35) | def test_dockerfile_exists(self):
    method test_docker_compose_configuration (line 47) | def test_docker_compose_configuration(self):
    method test_environment_file_template (line 57) | def test_environment_file_template(self):
  class TestDockerCommands (line 68) | class TestDockerCommands:
    method setup_method (line 71) | def setup_method(self):
    method test_docker_build_command (line 76) | def test_docker_build_command(self, mock_run):
    method test_docker_run_command_structure (line 89) | def test_docker_run_command_structure(self, mock_run):
    method test_docker_health_check (line 117) | def test_docker_health_check(self, mock_run):
  class TestEnvironmentValidation (line 132) | class TestEnvironmentValidation:
    method test_required_api_keys_validation (line 135) | def test_required_api_keys_validation(self):
    method test_environment_file_parsing (line 149) | def test_environment_file_parsing(self):
  class TestMCPIntegration (line 182) | class TestMCPIntegration:
    method test_mcp_configuration_generation (line 185) | def test_mcp_configuration_generation(self):
    method test_stdio_communication_structure (line 217) | def test_stdio_communication_structure(self):
  class TestDockerSecurity (line 231) | class TestDockerSecurity:
    method test_non_root_user_configuration (line 234) | def test_non_root_user_configuration(self):
    method test_readonly_filesystem_configuration (line 243) | def test_readonly_filesystem_configuration(self):
    method test_environment_variable_security (line 258) | def test_environment_variable_security(self):
  class TestDockerPerformance (line 272) | class TestDockerPerformance:
    method test_image_size_optimization (line 275) | def test_image_size_optimization(self):
    method test_startup_time_expectations (line 289) | def test_startup_time_expectations(self):
  function temp_project_dir (line 303) | def temp_project_dir():
  class TestIntegration (line 324) | class TestIntegration:
    method test_complete_docker_setup_validation (line 327) | def test_complete_docker_setup_validation(self, temp_project_dir):

FILE: tests/test_docker_mcp_validation.py
  class TestDockerMCPValidation (line 19) | class TestDockerMCPValidation:
    method setup (line 23) | def setup(self):
    method test_dockerfile_exists_and_valid (line 28) | def test_dockerfile_exists_and_valid(self):
    method test_docker_command_validation (line 37) | def test_docker_command_validation(self, mock_run):
    method test_environment_variables_validation (line 47) | def test_environment_variables_validation(self):
    method test_docker_security_configuration (line 61) | def test_docker_security_configuration(self):
  class TestDockerIntegration (line 79) | class TestDockerIntegration:
    method temp_env_file (line 83) | def temp_env_file(self):
    method test_env_file_parsing (line 97) | def test_env_file_parsing(self, temp_env_file):
    method test_mcp_message_structure (line 112) | def test_mcp_message_structure(self):
  class TestDockerPerformance (line 125) | class TestDockerPerformance:
    method test_image_size_expectation (line 128) | def test_image_size_expectation(self):
    method test_startup_performance (line 138) | def test_startup_performance(self):
  class TestFullIntegration (line 147) | class TestFullIntegration:
    method test_complete_setup_simulation (line 150) | def test_complete_setup_simulation(self):
    method test_docker_mcp_workflow (line 164) | def test_docker_mcp_workflow(self):

FILE: tests/test_docker_security.py
  class TestDockerSecurity (line 12) | class TestDockerSecurity:
    method setup (line 16) | def setup(self):
    method test_non_root_user_configuration (line 22) | def test_non_root_user_configuration(self):
    method test_no_unnecessary_privileges (line 34) | def test_no_unnecessary_privileges(self):
    method test_read_only_filesystem (line 47) | def test_read_only_filesystem(self):
    method test_environment_variable_security (line 58) | def test_environment_variable_security(self):
    method test_network_security (line 81) | def test_network_security(self):
    method test_volume_security (line 94) | def test_volume_security(self):
    method test_secret_management (line 107) | def test_secret_management(self):
    method test_container_capabilities (line 117) | def test_container_capabilities(self):
  class TestDockerSecretsHandling (line 135) | class TestDockerSecretsHandling:
    method test_env_file_not_in_image (line 138) | def test_env_file_not_in_image(self):
    method test_dockerignore_for_sensitive_files (line 149) | def test_dockerignore_for_sensitive_files(self):
    method test_no_default_api_keys (line 167) | def test_no_default_api_keys(self):
    method test_api_key_format_validation (line 175) | def test_api_key_format_validation(self):
  class TestDockerComplianceChecks (line 192) | class TestDockerComplianceChecks:
    method test_dockerfile_best_practices (line 195) | def test_dockerfile_best_practices(self):
    method test_container_security_context (line 218) | def test_container_security_context(self):

FILE: tests/test_docker_volume_persistence.py
  class TestDockerVolumePersistence (line 14) | class TestDockerVolumePersistence:
    method setup (line 18) | def setup(self):
    method test_docker_compose_volumes_configuration (line 23) | def test_docker_compose_volumes_configuration(self):
    method test_persistent_volume_creation (line 38) | def test_persistent_volume_creation(self):
    method test_configuration_persistence_between_runs (line 54) | def test_configuration_persistence_between_runs(self):
    method test_log_persistence_configuration (line 71) | def test_log_persistence_configuration(self):
    method test_volume_backup_restore_capability (line 79) | def test_volume_backup_restore_capability(self):
    method test_volume_permissions (line 104) | def test_volume_permissions(self):
  class TestDockerVolumeIntegration (line 123) | class TestDockerVolumeIntegration:
    method test_mcp_config_persistence (line 126) | def test_mcp_config_persistence(self):
    method test_docker_compose_run_volume_usage (line 137) | def test_docker_compose_run_volume_usage(self):
    method test_volume_data_isolation (line 149) | def test_volume_data_isolation(self):

FILE: tests/test_file_protection.py
  class TestMCPDirectoryDetection (line 19) | class TestMCPDirectoryDetection:
    method test_detect_mcp_directory_dynamically (line 22) | def test_detect_mcp_directory_dynamically(self, tmp_path):
    method test_no_detection_on_non_mcp_directory (line 40) | def test_no_detection_on_non_mcp_directory(self, tmp_path):
    method test_no_detection_on_regular_directory (line 48) | def test_no_detection_on_regular_directory(self, tmp_path):
    method test_no_detection_on_file (line 57) | def test_no_detection_on_file(self, tmp_path):
    method test_mcp_directory_excluded_from_scan (line 64) | def test_mcp_directory_excluded_from_scan(self, tmp_path):
  class TestHomeDirectoryProtection (line 100) | class TestHomeDirectoryProtection:
    method test_detect_exact_home_directory (line 103) | def test_detect_exact_home_directory(self):
    method test_allow_home_subdirectories (line 111) | def test_allow_home_subdirectories(self):
    method test_detect_home_patterns_macos (line 119) | def test_detect_home_patterns_macos(self):
    method test_detect_home_patterns_linux (line 127) | def test_detect_home_patterns_linux(self):
    method test_detect_home_patterns_windows (line 134) | def test_detect_home_patterns_windows(self):
    method test_home_directory_excluded_from_scan (line 141) | def test_home_directory_excluded_from_scan(self, tmp_path):
  class TestUserHomeEnvironmentVariable (line 151) | class TestUserHomeEnvironmentVariable:
    method test_user_home_from_pathlib (line 154) | def test_user_home_from_pathlib(self):
    method test_get_home_directory_uses_pathlib (line 161) | def test_get_home_directory_uses_pathlib(self):
    method test_home_directory_on_different_platforms (line 170) | def test_home_directory_on_different_platforms(self):
  class TestExcludedDirectories (line 186) | class TestExcludedDirectories:
    method test_excluded_dirs_not_scanned (line 189) | def test_excluded_dirs_not_scanned(self, tmp_path):
    method test_new_excluded_directories (line 224) | def test_new_excluded_directories(self, tmp_path):
  class TestIntegrationScenarios (line 246) | class TestIntegrationScenarios:
    method test_project_with_mcp_clone_inside (line 249) | def test_project_with_mcp_clone_inside(self, tmp_path):
    method test_security_without_workspace_root (line 300) | def test_security_without_workspace_root(self, tmp_path):

FILE: tests/test_gemini_token_usage.py
  class TestGeminiTokenUsage (line 9) | class TestGeminiTokenUsage(unittest.TestCase):
    method setUp (line 12) | def setUp(self):
    method test_extract_usage_with_valid_tokens (line 16) | def test_extract_usage_with_valid_tokens(self):
    method test_extract_usage_with_none_input_tokens (line 29) | def test_extract_usage_with_none_input_tokens(self):
    method test_extract_usage_with_none_output_tokens (line 44) | def test_extract_usage_with_none_output_tokens(self):
    method test_extract_usage_with_both_none_tokens (line 59) | def test_extract_usage_with_both_none_tokens(self):
    method test_extract_usage_without_usage_metadata (line 71) | def test_extract_usage_without_usage_metadata(self):
    method test_extract_usage_with_zero_tokens (line 80) | def test_extract_usage_with_zero_tokens(self):
    method test_extract_usage_missing_attributes (line 93) | def test_extract_usage_missing_attributes(self):

FILE: tests/test_image_support_integration.py
  class TestImageSupportIntegration (line 33) | class TestImageSupportIntegration:
    method test_conversation_turn_includes_images (line 36) | def test_conversation_turn_includes_images(self):
    method test_get_conversation_image_list_newest_first (line 51) | def test_get_conversation_image_list_newest_first(self):
    method test_add_turn_with_images (line 86) | def test_add_turn_with_images(self, mock_storage):
    method test_chat_tool_schema_includes_images (line 148) | def test_chat_tool_schema_includes_images(self):
    method test_debug_tool_schema_includes_images (line 159) | def test_debug_tool_schema_includes_images(self):
    method test_tool_image_validation_limits (line 170) | def test_tool_image_validation_limits(self):
    method test_image_validation_model_specific_limits (line 204) | def test_image_validation_model_specific_limits(self):
    method test_chat_tool_execution_with_images (line 242) | async def test_chat_tool_execution_with_images(self):
    method test_cross_tool_image_context_preservation (line 318) | def test_cross_tool_image_context_preservation(self, mock_storage):
    method test_tool_request_base_class_has_images (line 410) | def test_tool_request_base_class_has_images(self):
    method test_data_url_image_format_support (line 422) | def test_data_url_image_format_support(self):
    method test_empty_images_handling (line 443) | def test_empty_images_handling(self):
    method test_conversation_memory_thread_chaining_with_images (line 456) | def test_conversation_memory_thread_chaining_with_images(self, mock_st...

FILE: tests/test_image_validation.py
  class TestImageValidation (line 13) | class TestImageValidation:
    method test_validate_data_url_valid (line 16) | def test_validate_data_url_valid(self) -> None:
    method test_validate_data_url_invalid_format (line 37) | def test_validate_data_url_invalid_format(self, invalid_url: str, expe...
    method test_non_data_url_treated_as_file_path (line 43) | def test_non_data_url_treated_as_file_path(self) -> None:
    method test_validate_data_url_unsupported_type (line 50) | def test_validate_data_url_unsupported_type(self) -> None:
    method test_validate_data_url_invalid_base64 (line 58) | def test_validate_data_url_invalid_base64(self) -> None:
    method test_validate_large_data_url (line 66) | def test_validate_large_data_url(self) -> None:
    method test_validate_file_path_valid (line 87) | def test_validate_file_path_valid(self) -> None:
    method test_validate_file_path_not_found (line 106) | def test_validate_file_path_not_found(self) -> None:
    method test_validate_file_path_unsupported_extension (line 112) | def test_validate_file_path_unsupported_extension(self) -> None:
    method test_validate_file_path_read_error (line 125) | def test_validate_file_path_read_error(self) -> None:
    method test_validate_image_size_limit (line 137) | def test_validate_image_size_limit(self) -> None:
    method test_validate_image_custom_size_limit (line 153) | def test_validate_image_custom_size_limit(self) -> None:
    method test_validate_image_default_size_limit (line 175) | def test_validate_image_default_size_limit(self) -> None:
    method test_validate_all_supported_formats (line 197) | def test_validate_all_supported_formats(self) -> None:
  class TestProviderIntegration (line 220) | class TestProviderIntegration:
    method test_gemini_provider_uses_validation (line 224) | def test_gemini_provider_uses_validation(self, mock_logger: Mock) -> N...
    method test_openai_compatible_provider_uses_validation (line 237) | def test_openai_compatible_provider_uses_validation(self, mock_logging...
    method test_data_url_preservation (line 249) | def test_data_url_preservation(self) -> None:

FILE: tests/test_integration_utf8.py
  function run_utf8_integration_tests (line 16) | def run_utf8_integration_tests():
  function test_utf8_json_encoding (line 50) | def test_utf8_json_encoding():
  function test_language_instruction_generation (line 124) | def test_language_instruction_generation():
  function test_file_utf8_handling (line 161) | def test_file_utf8_handling():
  function test_mcp_tools_integration (line 278) | def test_mcp_tools_integration():
  function run_unit_tests (line 409) | def run_unit_tests():
  function main (line 460) | def main():

FILE: tests/test_intelligent_fallback.py
  class TestIntelligentFallback (line 16) | class TestIntelligentFallback:
    method setup_method (line 19) | def setup_method(self):
    method teardown_method (line 29) | def teardown_method(self):
    method test_prefers_openai_o3_mini_when_available (line 39) | def test_prefers_openai_o3_mini_when_available(self):
    method test_prefers_gemini_flash_when_openai_unavailable (line 50) | def test_prefers_gemini_flash_when_openai_unavailable(self):
    method test_prefers_openai_when_both_available (line 61) | def test_prefers_openai_when_both_available(self):
    method test_fallback_when_no_keys_available (line 74) | def test_fallback_when_no_keys_available(self):
    method test_available_providers_with_keys (line 86) | def test_available_providers_with_keys(self):
    method test_auto_mode_conversation_memory_integration (line 111) | def test_auto_mode_conversation_memory_integration(self):
    method test_auto_mode_with_gemini_only (line 153) | def test_auto_mode_with_gemini_only(self):
    method test_non_auto_mode_unchanged (line 192) | def test_non_auto_mode_unchanged(self):

FILE: tests/test_issue_245_simple.py
  function test_issue_245_custom_openai_temperature_ignored (line 12) | def test_issue_245_custom_openai_temperature_ignored():

FILE: tests/test_large_prompt_handling.py
  class TestLargePromptHandling (line 25) | class TestLargePromptHandling:
    method teardown_method (line 28) | def teardown_method(self):
    method large_prompt (line 36) | def large_prompt(self):
    method normal_prompt (line 41) | def normal_prompt(self):
    method temp_prompt_file (line 46) | def temp_prompt_file(self, large_prompt):
    method test_chat_large_prompt_detection (line 56) | async def test_chat_large_prompt_detection(self, large_prompt):
    method test_chat_normal_prompt_works (line 75) | async def test_chat_normal_prompt_works(self, normal_prompt):
    method test_chat_prompt_file_handling (line 100) | async def test_chat_prompt_file_handling(self):
    method test_codereview_large_focus (line 136) | async def test_codereview_large_focus(self, large_prompt):
    method test_multiple_files_with_prompt_txt (line 256) | async def test_multiple_files_with_prompt_txt(self, temp_prompt_file):
    method test_boundary_case_exactly_at_limit (line 318) | async def test_boundary_case_exactly_at_limit(self):
    method test_boundary_case_just_over_limit (line 350) | async def test_boundary_case_just_over_limit(self):
    method test_empty_prompt_no_file (line 368) | async def test_empty_prompt_no_file(self):
    method test_prompt_file_read_error (line 397) | async def test_prompt_file_read_error(self):
    method test_large_file_context_does_not_trigger_mcp_prompt_limit (line 443) | async def test_large_file_context_does_not_trigger_mcp_prompt_limit(se...
    method test_mcp_boundary_with_large_internal_context (line 493) | async def test_mcp_boundary_with_large_internal_context(self):
    method test_mcp_boundary_vs_internal_processing_distinction (line 563) | async def test_mcp_boundary_vs_internal_processing_distinction(self):
    method test_continuation_with_huge_conversation_history (line 610) | async def test_continuation_with_huge_conversation_history(self):

FILE: tests/test_line_numbers_integration.py
  class TestLineNumbersIntegration (line 14) | class TestLineNumbersIntegration:
    method test_all_tools_want_line_numbers (line 17) | def test_all_tools_want_line_numbers(self):
    method test_no_tools_override_line_numbers (line 32) | def test_no_tools_override_line_numbers(self):

FILE: tests/test_listmodels.py
  class TestListModelsTool (line 13) | class TestListModelsTool:
    method tool (line 17) | def tool(self):
    method test_tool_metadata (line 21) | def test_tool_metadata(self, tool):
    method test_execute_with_no_providers (line 28) | async def test_execute_with_no_providers(self, tool):
    method test_execute_with_gemini_configured (line 56) | async def test_execute_with_gemini_configured(self, tool):
    method test_execute_with_multiple_providers (line 77) | async def test_execute_with_multiple_providers(self, tool):
    method test_execute_with_openrouter (line 105) | async def test_execute_with_openrouter(self, tool):
    method test_execute_with_custom_api (line 123) | async def test_execute_with_custom_api(self, tool):
    method test_output_includes_usage_tips (line 139) | async def test_output_includes_usage_tips(self, tool):
    method test_model_category (line 151) | def test_model_category(self, tool):

FILE: tests/test_listmodels_restrictions.py
  class TestListModelsRestrictions (line 14) | class TestListModelsRestrictions(unittest.TestCase):
    method setUp (line 17) | def setUp(self):
    method tearDown (line 84) | def tearDown(self):
    method test_listmodels_respects_openrouter_restrictions (line 103) | def test_listmodels_respects_openrouter_restrictions(
    method test_listmodels_shows_all_models_without_restrictions (line 244) | def test_listmodels_shows_all_models_without_restrictions(self, mock_g...

FILE: tests/test_mcp_error_handling.py
  function _install_dummy_provider (line 11) | def _install_dummy_provider(monkeypatch):
  function test_tool_execution_error_sets_is_error_flag_for_mcp_response (line 40) | async def test_tool_execution_error_sets_is_error_flag_for_mcp_response(...

FILE: tests/test_model_enumeration.py
  class TestModelEnumeration (line 19) | class TestModelEnumeration:
    method setup_method (line 22) | def setup_method(self):
    method teardown_method (line 37) | def teardown_method(self):
    method _setup_environment (line 54) | def _setup_environment(self, provider_config):
    method test_no_models_when_no_providers_configured (line 78) | def test_no_models_when_no_providers_configured(self):
    method test_openrouter_models_without_api_key (line 99) | def test_openrouter_models_without_api_key(self):
    method test_custom_models_without_custom_url (line 112) | def test_custom_models_without_custom_url(self):
    method test_custom_models_not_exposed_with_openrouter_only (line 125) | def test_custom_models_not_exposed_with_openrouter_only(self):
    method test_no_duplicates_with_overlapping_providers (line 135) | def test_no_duplicates_with_overlapping_providers(self):
    method test_specific_native_models_only_with_api_keys (line 167) | def test_specific_native_models_only_with_api_keys(self, model_name, s...
    method test_openrouter_free_model_aliases_available (line 179) | def test_openrouter_free_model_aliases_available(self, tmp_path, monke...

FILE: tests/test_model_metadata_continuation.py
  class TestModelMetadataContinuation (line 20) | class TestModelMetadataContinuation:
    method test_model_preserved_from_previous_turn (line 24) | async def test_model_preserved_from_previous_turn(self):
    method test_reconstruct_thread_context_preserves_model (line 62) | async def test_reconstruct_thread_context_preserves_model(self):
    method test_multiple_turns_uses_last_assistant_model (line 90) | async def test_multiple_turns_uses_last_assistant_model(self):
    method test_no_previous_assistant_turn_defaults (line 122) | async def test_no_previous_assistant_turn_defaults(self):
    method test_explicit_model_overrides_previous_turn (line 179) | async def test_explicit_model_overrides_previous_turn(self):
    method test_thread_chain_model_preservation (line 206) | async def test_thread_chain_model_preservation(self):

FILE: tests/test_model_resolution_bug.py
  class TestModelResolutionBug (line 17) | class TestModelResolutionBug:
    method setup_method (line 20) | def setup_method(self):
    method test_openrouter_registry_resolves_gemini_alias (line 24) | def test_openrouter_registry_resolves_gemini_alias(self):
    method test_consensus_tool_model_resolution_bug_reproduction (line 47) | def test_consensus_tool_model_resolution_bug_reproduction(self):
    method test_bug_reproduction_with_malformed_model_name (line 98) | def test_bug_reproduction_with_malformed_model_name(self):

FILE: tests/test_model_restrictions.py
  class TestModelRestrictionService (line 14) | class TestModelRestrictionService:
    method test_no_restrictions_by_default (line 17) | def test_no_restrictions_by_default(self):
    method test_load_single_model_restriction (line 35) | def test_load_single_model_restriction(self):
    method test_load_multiple_models_restriction (line 49) | def test_load_multiple_models_restriction(self):
    method test_case_insensitive_and_whitespace_handling (line 79) | def test_case_insensitive_and_whitespace_handling(self):
    method test_empty_string_allows_all (line 90) | def test_empty_string_allows_all(self):
    method test_filter_models (line 106) | def test_filter_models(self):
    method test_get_allowed_models (line 116) | def test_get_allowed_models(self):
    method test_shorthand_names_in_restrictions (line 127) | def test_shorthand_names_in_restrictions(self):
    method test_validation_against_known_models (line 152) | def test_validation_against_known_models(self, caplog):
    method test_openrouter_model_restrictions (line 173) | def test_openrouter_model_restrictions(self):
    method test_openrouter_filter_models (line 195) | def test_openrouter_filter_models(self):
    method test_combined_provider_restrictions (line 205) | def test_combined_provider_restrictions(self):
  class TestProviderIntegration (line 236) | class TestProviderIntegration:
    method test_openai_provider_respects_restrictions (line 240) | def test_openai_provider_respects_restrictions(self):
    method test_gemini_provider_respects_restrictions (line 261) | def test_gemini_provider_respects_restrictions(self):
    method test_gemini_parameter_order_regression_protection (line 284) | def test_gemini_parameter_order_regression_protection(self):
    method test_gemini_parameter_order_edge_case_full_name_only (line 323) | def test_gemini_parameter_order_edge_case_full_name_only(self):
  class TestCustomProviderOpenRouterRestrictions (line 349) | class TestCustomProviderOpenRouterRestrictions:
    method test_custom_provider_respects_openrouter_restrictions (line 353) | def test_custom_provider_respects_openrouter_restrictions(self):
    method test_custom_provider_openrouter_capabilities_restrictions (line 373) | def test_custom_provider_openrouter_capabilities_restrictions(self):
    method test_custom_provider_no_openrouter_key_ignores_restrictions (line 397) | def test_custom_provider_no_openrouter_key_ignores_restrictions(self):
    method test_custom_provider_empty_restrictions_allows_all_openrouter (line 419) | def test_custom_provider_empty_restrictions_allows_all_openrouter(self):
  class TestRegistryIntegration (line 436) | class TestRegistryIntegration:
    method test_registry_with_shorthand_restrictions (line 440) | def test_registry_with_shorthand_restrictions(self):
    method test_get_available_models_respects_restrictions (line 461) | def test_get_available_models_respects_restrictions(self, mock_get_pro...
  class TestShorthandRestrictions (line 585) | class TestShorthandRestrictions:
    method test_providers_validate_shorthands_correctly (line 589) | def test_providers_validate_shorthands_correctly(self):
    method test_multiple_shorthands_for_same_model (line 621) | def test_multiple_shorthands_for_same_model(self):
    method test_both_shorthand_and_full_name_allowed (line 646) | def test_both_shorthand_and_full_name_allowed(self):
  class TestAutoModeWithRestrictions (line 664) | class TestAutoModeWithRestrictions:
    method test_fallback_model_respects_restrictions (line 668) | def test_fallback_model_respects_restrictions(self, mock_get_provider):
    method test_fallback_with_shorthand_restrictions (line 747) | def test_fallback_with_shorthand_restrictions(self, monkeypatch):

FILE: tests/test_o3_pro_output_text_fix.py
  class TestO3ProOutputTextFix (line 37) | class TestO3ProOutputTextFix:
    method setup_method (line 40) | def setup_method(self):
    method teardown_method (line 53) | def teardown_method(self):
    method test_o3_pro_uses_output_text_field (line 60) | async def test_o3_pro_uses_output_text_field(self, monkeypatch):
    method _execute_chat_tool_test (line 93) | async def _execute_chat_tool_test(self):
    method _verify_chat_tool_response (line 106) | def _verify_chat_tool_response(self, result):

FILE: tests/test_o3_temperature_fix_simple.py
  class TestO3TemperatureParameterFixSimple (line 13) | class TestO3TemperatureParameterFixSimple:
    method test_o3_models_exclude_temperature_from_api_call (line 18) | def test_o3_models_exclude_temperature_from_api_call(self, mock_openai...
    method test_regular_models_include_temperature_in_api_call (line 66) | def test_regular_models_include_temperature_in_api_call(self, mock_ope...
    method test_o3_models_filter_unsupported_parameters (line 115) | def test_o3_models_filter_unsupported_parameters(self, mock_openai_cla...
    method test_all_o3_models_have_correct_temperature_capability (line 176) | def test_all_o3_models_have_correct_temperature_capability(self, mock_...
    method test_openai_provider_temperature_constraints (line 212) | def test_openai_provider_temperature_constraints(self, mock_restrictio...

FILE: tests/test_openai_compatible_token_usage.py
  class TestOpenAICompatibleTokenUsage (line 9) | class TestOpenAICompatibleTokenUsage(unittest.TestCase):
    method setUp (line 12) | def setUp(self):
    method test_extract_usage_with_valid_tokens (line 34) | def test_extract_usage_with_valid_tokens(self):
    method test_extract_usage_with_none_prompt_tokens (line 48) | def test_extract_usage_with_none_prompt_tokens(self):
    method test_extract_usage_with_none_completion_tokens (line 63) | def test_extract_usage_with_none_completion_tokens(self):
    method test_extract_usage_with_all_none_tokens (line 78) | def test_extract_usage_with_all_none_tokens(self):
    method test_extract_usage_without_usage (line 93) | def test_extract_usage_without_usage(self):
    method test_extract_usage_with_zero_tokens (line 102) | def test_extract_usage_with_zero_tokens(self):
    method test_alternative_token_format_with_none (line 116) | def test_alternative_token_format_with_none(self):

FILE: tests/test_openai_provider.py
  class TestOpenAIProvider (line 10) | class TestOpenAIProvider:
    method setup_method (line 13) | def setup_method(self):
    method teardown_method (line 20) | def teardown_method(self):
    method test_initialization (line 28) | def test_initialization(self):
    method test_initialization_with_custom_url (line 35) | def test_initialization_with_custom_url(self):
    method test_model_validation (line 41) | def test_model_validation(self):
    method test_resolve_model_name (line 75) | def test_resolve_model_name(self):
    method test_get_capabilities_o3 (line 105) | def test_get_capabilities_o3(self):
    method test_get_capabilities_with_alias (line 122) | def test_get_capabilities_with_alias(self):
    method test_get_capabilities_gpt5 (line 132) | def test_get_capabilities_gpt5(self):
    method test_get_capabilities_gpt5_mini (line 148) | def test_get_capabilities_gpt5_mini(self):
    method test_get_capabilities_gpt52 (line 164) | def test_get_capabilities_gpt52(self):
    method test_get_capabilities_gpt51_codex (line 175) | def test_get_capabilities_gpt51_codex(self):
    method test_get_capabilities_gpt51_codex_mini (line 185) | def test_get_capabilities_gpt51_codex_mini(self):
    method test_generate_content_resolves_alias_before_api_call (line 195) | def test_generate_content_resolves_alias_before_api_call(self, mock_op...
    method test_generate_content_other_aliases (line 247) | def test_generate_content_other_aliases(self, mock_openai_class):
    method test_generate_content_no_alias_passthrough (line 277) | def test_generate_content_no_alias_passthrough(self, mock_openai_class):
    method test_extended_thinking_capabilities (line 300) | def test_extended_thinking_capabilities(self):
    method test_o3_pro_routes_to_responses_endpoint (line 327) | def test_o3_pro_routes_to_responses_endpoint(self, mock_openai_class):
    method test_non_o3_pro_uses_chat_completions (line 364) | def test_non_o3_pro_uses_chat_completions(self, mock_openai_class):

FILE: tests/test_openrouter_provider.py
  class TestOpenRouterProvider (line 13) | class TestOpenRouterProvider:
    method test_provider_initialization (line 16) | def test_provider_initialization(self):
    method test_custom_headers (line 23) | def test_custom_headers(self):
    method test_model_validation (line 41) | def test_model_validation(self):
    method test_get_capabilities (line 56) | def test_get_capabilities(self):
    method test_model_alias_resolution (line 77) | def test_model_alias_resolution(self):
    method test_openrouter_registration (line 114) | def test_openrouter_registration(self):
  class TestOpenRouterAutoMode (line 129) | class TestOpenRouterAutoMode:
    method setup_method (line 132) | def setup_method(self):
    method teardown_method (line 145) | def teardown_method(self):
    method test_openrouter_only_auto_mode (line 159) | def test_openrouter_only_auto_mode(self):
    method test_openrouter_with_restrictions (line 204) | def test_openrouter_with_restrictions(self):
    method test_no_providers_fails_auto_mode (line 249) | def test_no_providers_fails_auto_mode(self):
    method test_openrouter_without_registry (line 261) | def test_openrouter_without_registry(self):
  class TestOpenRouterRegistry (line 282) | class TestOpenRouterRegistry:
    method test_registry_loading (line 285) | def test_registry_loading(self):
    method test_registry_capabilities (line 304) | def test_registry_capabilities(self):
    method test_multiple_aliases_same_model (line 340) | def test_multiple_aliases_same_model(self):
  class TestOpenRouterFunctionality (line 359) | class TestOpenRouterFunctionality:
    method test_openrouter_always_uses_correct_url (line 362) | def test_openrouter_always_uses_correct_url(self):
    method test_openrouter_headers_set_correctly (line 374) | def test_openrouter_headers_set_correctly(self):
    method test_openrouter_model_registry_initialized (line 383) | def test_openrouter_model_registry_initialized(self):

FILE: tests/test_openrouter_registry.py
  class TestOpenRouterModelRegistry (line 14) | class TestOpenRouterModelRegistry:
    method test_registry_initialization (line 17) | def test_registry_initialization(self):
    method test_custom_config_path (line 25) | def test_custom_config_path(self):
    method test_environment_variable_override (line 52) | def test_environment_variable_override(self):
    method test_alias_resolution (line 85) | def test_alias_resolution(self):
    method test_direct_model_name_lookup (line 107) | def test_direct_model_name_lookup(self):
    method test_unknown_model_resolution (line 120) | def test_unknown_model_resolution(self):
    method test_model_capabilities_conversion (line 129) | def test_model_capabilities_conversion(self):
    method test_duplicate_alias_detection (line 144) | def test_duplicate_alias_detection(self):
    method test_backwards_compatibility_max_tokens (line 168) | def test_backwards_compatibility_max_tokens(self):
    method test_missing_config_file (line 192) | def test_missing_config_file(self):
    method test_invalid_json_config (line 203) | def test_invalid_json_config(self):
    method test_model_with_all_capabilities (line 217) | def test_model_with_all_capabilities(self):

FILE: tests/test_openrouter_store_parameter.py
  class MockOpenRouterProvider (line 19) | class MockOpenRouterProvider(OpenAICompatibleProvider):
    method get_provider_type (line 24) | def get_provider_type(self):
    method get_capabilities (line 27) | def get_capabilities(self, model_name):
    method validate_model_name (line 32) | def validate_model_name(self, model_name):
    method list_models (line 35) | def list_models(self, **kwargs):
  class MockOpenAIProvider (line 39) | class MockOpenAIProvider(OpenAICompatibleProvider):
    method get_provider_type (line 44) | def get_provider_type(self):
    method get_capabilities (line 47) | def get_capabilities(self, model_name):
    method validate_model_name (line 52) | def validate_model_name(self, model_name):
    method list_models (line 55) | def list_models(self, **kwargs):
  class TestStoreParameterHandling (line 59) | class TestStoreParameterHandling(unittest.TestCase):
    method test_openrouter_responses_omits_store_parameter (line 66) | def test_openrouter_responses_omits_store_parameter(self):
    method test_openai_responses_includes_store_parameter (line 104) | def test_openai_responses_includes_store_parameter(self):

FILE: tests/test_parse_model_option.py
  class TestParseModelOption (line 6) | class TestParseModelOption:
    method test_openrouter_free_suffix_preserved (line 9) | def test_openrouter_free_suffix_preserved(self):
    method test_openrouter_beta_suffix_preserved (line 15) | def test_openrouter_beta_suffix_preserved(self):
    method test_openrouter_preview_suffix_preserved (line 21) | def test_openrouter_preview_suffix_preserved(self):
    method test_ollama_tag_parsed_as_option (line 27) | def test_ollama_tag_parsed_as_option(self):
    method test_consensus_stance_parsed_as_option (line 33) | def test_consensus_stance_parsed_as_option(self):
    method test_openrouter_unknown_suffix_parsed_as_option (line 43) | def test_openrouter_unknown_suffix_parsed_as_option(self):
    method test_plain_model_name (line 49) | def test_plain_model_name(self):
    method test_url_not_parsed (line 55) | def test_url_not_parsed(self):
    method test_whitespace_handling (line 61) | def test_whitespace_handling(self):
    method test_case_insensitive_suffix_matching (line 71) | def test_case_insensitive_suffix_matching(self):

FILE: tests/test_path_traversal_security.py
  class TestPathTraversalFix (line 22) | class TestPathTraversalFix:
    method test_exact_match_still_works (line 25) | def test_exact_match_still_works(self):
    method test_subdirectory_now_blocked (line 31) | def test_subdirectory_now_blocked(self):
    method test_deeply_nested_blocked (line 39) | def test_deeply_nested_blocked(self):
    method test_root_blocked (line 44) | def test_root_blocked(self):
    method test_safe_paths_allowed (line 48) | def test_safe_paths_allowed(self):
    method test_similar_names_not_blocked (line 54) | def test_similar_names_not_blocked(self):
  class TestHomeDirectoryHandling (line 61) | class TestHomeDirectoryHandling:
    method test_home_container_blocked (line 69) | def test_home_container_blocked(self):
    method test_home_subdirectories_allowed (line 73) | def test_home_subdirectories_allowed(self):
    method test_home_deeply_nested_allowed (line 86) | def test_home_deeply_nested_allowed(self):
  class TestRegressionPrevention (line 91) | class TestRegressionPrevention:
    method test_etc_passwd_blocked (line 94) | def test_etc_passwd_blocked(self):
    method test_etc_shadow_blocked (line 98) | def test_etc_shadow_blocked(self):
  class TestWindowsPathHandling (line 103) | class TestWindowsPathHandling:
    method test_windows_root_drive_blocked (line 111) | def test_windows_root_drive_blocked(self):
    method test_windows_dangerous_subdirectory_detection (line 120) | def test_windows_dangerous_subdirectory_detection(self):
    method test_windows_path_not_relative_to_different_drive (line 141) | def test_windows_path_not_relative_to_different_drive(self):

FILE: tests/test_per_tool_model_defaults.py
  class TestToolModelCategories (line 25) | class TestToolModelCategories:
    method test_thinkdeep_category (line 28) | def test_thinkdeep_category(self):
    method test_debug_category (line 32) | def test_debug_category(self):
    method test_analyze_category (line 36) | def test_analyze_category(self):
    method test_precommit_category (line 40) | def test_precommit_category(self):
    method test_chat_category (line 44) | def test_chat_category(self):
    method test_codereview_category (line 48) | def test_codereview_category(self):
    method test_base_tool_default_category (line 52) | def test_base_tool_default_category(self):
  class TestModelSelection (line 77) | class TestModelSelection:
    method teardown_method (line 80) | def teardown_method(self):
    method test_extended_reasoning_with_openai (line 87) | def test_extended_reasoning_with_openai(self):
    method test_extended_reasoning_with_gemini_only (line 104) | def test_extended_reasoning_with_gemini_only(self):
    method test_fast_response_with_openai (line 122) | def test_fast_response_with_openai(self):
    method test_fast_response_with_gemini_only (line 139) | def test_fast_response_with_gemini_only(self):
    method test_balanced_category_fallback (line 156) | def test_balanced_category_fallback(self):
    method test_no_category_uses_balanced_logic (line 173) | def test_no_category_uses_balanced_logic(self):
  class TestFlexibleModelSelection (line 186) | class TestFlexibleModelSelection:
    method test_fallback_handles_mixed_model_names (line 189) | def test_fallback_handles_mixed_model_names(self):
  class TestCustomProviderFallback (line 238) | class TestCustomProviderFallback:
    method test_extended_reasoning_custom_fallback (line 241) | def test_extended_reasoning_custom_fallback(self):
    method test_extended_reasoning_final_fallback (line 256) | def test_extended_reasoning_final_fallback(self):
  class TestAutoModeErrorMessages (line 270) | class TestAutoModeErrorMessages:
    method teardown_method (line 273) | def teardown_method(self):
    method test_chat_auto_error_message (line 279) | async def test_chat_auto_error_message(self):
  class TestProviderHelperMethods (line 315) | class TestProviderHelperMethods:
    method test_extended_reasoning_with_custom_provider (line 318) | def test_extended_reasoning_with_custom_provider(self):
    method test_extended_reasoning_with_openrouter (line 332) | def test_extended_reasoning_with_openrouter(self):
    method test_fallback_when_no_providers_available (line 345) | def test_fallback_when_no_providers_available(self):
  class TestEffectiveAutoMode (line 359) | class TestEffectiveAutoMode:
    method test_explicit_auto_mode (line 362) | def test_explicit_auto_mode(self):
    method test_unavailable_model_triggers_auto_mode (line 369) | def test_unavailable_model_triggers_auto_mode(self):
    method test_available_model_no_auto_mode (line 379) | def test_available_model_no_auto_mode(self):
  class TestRuntimeModelSelection (line 390) | class TestRuntimeModelSelection:
    method teardown_method (line 393) | def teardown_method(self):
    method test_explicit_auto_in_request (line 399) | async def test_explicit_auto_in_request(self):
    method test_unavailable_model_in_request (line 419) | async def test_unavailable_model_in_request(self):
  class TestSchemaGeneration (line 444) | class TestSchemaGeneration:
    method test_schema_with_explicit_auto_mode (line 447) | def test_schema_with_explicit_auto_mode(self):
    method test_schema_with_unavailable_default_model (line 457) | def test_schema_with_unavailable_default_model(self):
    method test_schema_with_available_default_model (line 470) | def test_schema_with_available_default_model(self):
  class TestUnavailableModelFallback (line 484) | class TestUnavailableModelFallback:
    method test_unavailable_default_model_fallback (line 488) | async def test_unavailable_default_model_fallback(self):
    method test_available_default_model_no_fallback (line 515) | async def test_available_default_model_no_fallback(self):

FILE: tests/test_pii_sanitizer.py
  class TestPIISanitizer (line 9) | class TestPIISanitizer(unittest.TestCase):
    method setUp (line 12) | def setUp(self):
    method test_api_key_sanitization (line 16) | def test_api_key_sanitization(self):
    method test_personal_info_sanitization (line 36) | def test_personal_info_sanitization(self):
    method test_header_sanitization (line 58) | def test_header_sanitization(self):
    method test_nested_structure_sanitization (line 76) | def test_nested_structure_sanitization(self):
    method test_url_sanitization (line 99) | def test_url_sanitization(self):
    method test_disable_sanitization (line 117) | def test_disable_sanitization(self):
    method test_custom_pattern (line 127) | def test_custom_pattern(self):

FILE: tests/test_pip_detection_fix.py
  class TestPipDetectionFix (line 15) | class TestPipDetectionFix:
    method test_run_server_script_syntax_valid (line 18) | def test_run_server_script_syntax_valid(self):
    method test_run_server_has_proper_shebang (line 23) | def test_run_server_has_proper_shebang(self):
    method test_critical_functions_exist (line 28) | def test_critical_functions_exist(self):
    method test_pip_detection_consistency_issue (line 36) | def test_pip_detection_consistency_issue(self):
    method test_pip_detection_with_non_interactive_shell (line 52) | def test_pip_detection_with_non_interactive_shell(self):
    method test_enhanced_diagnostic_messages_included (line 81) | def test_enhanced_diagnostic_messages_included(self):
    method test_setup_env_file_does_not_create_bsd_backup (line 103) | def test_setup_env_file_does_not_create_bsd_backup(self, tmp_path):

FILE: tests/test_planner.py
  class TestPlannerTool (line 14) | class TestPlannerTool:
    method test_tool_metadata (line 17) | def test_tool_metadata(self):
    method test_request_validation (line 27) | def test_request_validation(self):
    method test_input_schema_generation (line 45) | def test_input_schema_generation(self):
    method test_model_category_for_planning (line 74) | def test_model_category_for_planning(self):
    method test_execute_first_step (line 83) | async def test_execute_first_step(self):
    method test_execute_subsequent_step (line 120) | async def test_execute_subsequent_step(self):
    method test_execute_with_continuation_context (line 155) | async def test_execute_with_continuation_context(self):
    method test_execute_final_step (line 204) | async def test_execute_final_step(self):
    method test_execute_with_branching (line 236) | async def test_execute_with_branching(self):
    method test_execute_with_revision (line 267) | async def test_execute_with_revision(self):
    method test_execute_adjusts_total_steps (line 305) | async def test_execute_adjusts_total_steps(self):
    method test_execute_error_handling (line 335) | async def test_execute_error_handling(self):
    method test_execute_step_history_tracking (line 355) | async def test_execute_step_history_tracking(self):
  class TestPlannerToolIntegration (line 383) | class TestPlannerToolIntegration:
    method setup_method (line 386) | def setup_method(self):
    method test_interactive_planning_flow (line 394) | async def test_interactive_planning_flow(self):
    method test_simple_planning_flow (line 427) | async def test_simple_planning_flow(self):

FILE: tests/test_precommit_workflow.py
  class TestPrecommitWorkflowTool (line 17) | class TestPrecommitWorkflowTool:
    method test_tool_metadata (line 20) | def test_tool_metadata(self):
    method test_tool_model_category (line 28) | def test_tool_model_category(self):
    method test_default_temperature (line 33) | def test_default_temperature(self):
    method test_request_model_basic_validation (line 40) | def test_request_model_basic_validation(self):
    method test_request_model_step_one_validation (line 59) | def test_request_model_step_one_validation(self):
    method test_request_model_later_steps_no_path_required (line 72) | def test_request_model_later_steps_no_path_required(self):
    method test_request_model_optional_fields (line 87) | def test_request_model_optional_fields(self):
    method test_precommit_specific_fields (line 111) | def test_precommit_specific_fields(self):
    method test_precommit_type_validation (line 133) | def test_precommit_type_validation(self):
    method test_severity_filter_options (line 160) | def test_severity_filter_options(self):
    method test_input_schema_generation (line 176) | def test_input_schema_generation(self):
    method test_workflow_request_model_method (line 194) | def test_workflow_request_model_method(self):
    method test_system_prompt_integration (line 200) | def test_system_prompt_integration(self):

FILE: tests/test_prompt_regression.py
  function skip_if_no_custom_api (line 46) | def skip_if_no_custom_api():
  class TestPromptIntegration (line 54) | class TestPromptIntegration:
    method test_chat_normal_prompt (line 59) | async def test_chat_normal_prompt(self):
    method test_chat_with_files (line 81) | async def test_chat_with_files(self):
    method test_thinkdeep_normal_analysis (line 123) | async def test_thinkdeep_normal_analysis(self):
    method test_codereview_normal_review (line 150) | async def test_codereview_normal_review(self):
    method test_analyze_normal_question (line 236) | async def test_analyze_normal_question(self):
    method test_empty_optional_fields (line 294) | async def test_empty_optional_fields(self):
    method test_thinking_modes_work (line 316) | async def test_thinking_modes_work(self):
    method test_special_characters_in_prompts (line 341) | async def test_special_characters_in_prompts(self):
    method test_mixed_file_paths (line 367) | async def test_mixed_file_paths(self):
    method test_unicode_content (line 415) | async def test_unicode_content(self):

FILE: tests/test_prompt_size_limit_bug_fix.py
  class TestPromptSizeLimitBugFix (line 12) | class TestPromptSizeLimitBugFix:
    method test_prompt_size_validation_with_conversation_history (line 15) | def test_prompt_size_validation_with_conversation_history(self):
    method test_prompt_size_validation_without_original_prompt (line 57) | def test_prompt_size_validation_without_original_prompt(self):
    method test_prompt_size_validation_with_missing_original_prompt (line 71) | def test_prompt_size_validation_with_missing_original_prompt(self):
    method test_base_tool_default_behavior (line 89) | def test_base_tool_default_behavior(self):

FILE: tests/test_provider_retry_logic.py
  function _mock_chat_response (line 10) | def _mock_chat_response(content: str = "retry success") -> SimpleNamespace:
  function test_openai_provider_retries_on_transient_error (line 19) | def test_openai_provider_retries_on_transient_error(monkeypatch):
  function test_openai_provider_bails_on_non_retryable_error (line 45) | def test_openai_provider_bails_on_non_retryable_error(monkeypatch):

FILE: tests/test_provider_routing_bugs.py
  class MockRequest (line 22) | class MockRequest(ToolRequest):
  class TestProviderRoutingBugs (line 28) | class TestProviderRoutingBugs:
    method setup_method (line 31) | def setup_method(self):
    method teardown_method (line 43) | def teardown_method(self):
    method test_fallback_routing_bug_reproduction (line 51) | def test_fallback_routing_bug_reproduction(self):
    method test_fallback_should_not_register_without_api_key (line 115) | def test_fallback_should_not_register_without_api_key(self):
    method test_mixed_api_keys_correct_routing (line 167) | def test_mixed_api_keys_correct_routing(self):
  class TestOpenRouterAliasRestrictions (line 223) | class TestOpenRouterAliasRestrictions:
    method setup_method (line 226) | def setup_method(self):
    method teardown_method (line 238) | def teardown_method(self):
    method test_openrouter_alias_restrictions_bug_reproduction (line 246) | def test_openrouter_alias_restrictions_bug_reproduction(self):
    method test_openrouter_mixed_alias_and_full_names (line 322) | def test_openrouter_mixed_alias_and_full_names(self):
  class TestProviderMetadataBug (line 374) | class TestProviderMetadataBug:
    method test_provider_used_metadata_included (line 377) | def test_provider_used_metadata_included(self):

FILE: tests/test_provider_utf8.py
  class TestProviderUTF8Encoding (line 18) | class TestProviderUTF8Encoding(unittest.TestCase):
    method setUp (line 21) | def setUp(self):
    method tearDown (line 25) | def tearDown(self):
    method test_base_provider_utf8_support (line 32) | def test_base_provider_utf8_support(self):
    method test_gemini_provider_utf8_request (line 46) | def test_gemini_provider_utf8_request(self, mock_model_class):
    method test_openai_provider_utf8_logging (line 86) | def test_openai_provider_utf8_logging(self, mock_openai_class):
    method test_openai_compatible_o3_pro_utf8 (line 118) | def test_openai_compatible_o3_pro_utf8(self, mock_openai_class):
    method test_provider_type_enum_utf8_safe (line 158) | def test_provider_type_enum_utf8_safe(self):
    method test_model_response_utf8_serialization (line 178) | def test_model_response_utf8_serialization(self):
    method test_error_handling_with_utf8 (line 217) | def test_error_handling_with_utf8(self):
    method test_temperature_handling_utf8_locale (line 233) | def test_temperature_handling_utf8_locale(self):
    method test_provider_registry_utf8 (line 252) | def test_provider_registry_utf8(self):
    method test_gemini_provider_handles_api_encoding_error (line 280) | def test_gemini_provider_handles_api_encoding_error(self, mock_model_c...
  class DummyToolForLocaleTest (line 302) | class DummyToolForLocaleTest:
    method get_language_instruction (line 305) | def get_language_instruction(self):
  class TestLocaleModelIntegration (line 312) | class TestLocaleModelIntegration(unittest.TestCase):
    method setUp (line 315) | def setUp(self):
    method tearDown (line 319) | def tearDown(self):
    method test_system_prompt_enhancement_french (line 326) | def test_system_prompt_enhancement_french(self):
    method test_system_prompt_enhancement_multiple_locales (line 336) | def test_system_prompt_enhancement_multiple_locales(self):
    method test_model_name_resolution_utf8 (line 351) | def test_model_name_resolution_utf8(self):
    method test_system_prompt_enhancement_with_unusual_locale_formats (line 370) | def test_system_prompt_enhancement_with_unusual_locale_formats(self):

FILE: tests/test_providers.py
  class TestModelProviderRegistry (line 14) | class TestModelProviderRegistry:
    method setup_method (line 17) | def setup_method(self):
    method teardown_method (line 25) | def teardown_method(self):
    method test_register_provider (line 33) | def test_register_provider(self):
    method test_get_provider (line 42) | def test_get_provider(self):
    method test_get_provider_no_api_key (line 53) | def test_get_provider_no_api_key(self):
    method test_get_provider_for_model (line 63) | def test_get_provider_for_model(self):
    method test_get_available_providers (line 72) | def test_get_available_providers(self):
  class TestGeminiProvider (line 84) | class TestGeminiProvider:
    method test_provider_initialization (line 87) | def test_provider_initialization(self):
    method test_get_capabilities (line 94) | def test_get_capabilities(self):
    method test_get_capabilities_pro_model (line 105) | def test_get_capabilities_pro_model(self):
    method test_model_shorthand_resolution (line 113) | def test_model_shorthand_resolution(self):
    method test_generate_content (line 124) | def test_generate_content(self, mock_client_class):
  class TestOpenAIProvider (line 155) | class TestOpenAIProvider:
    method setup_method (line 158) | def setup_method(self):
    method teardown_method (line 164) | def teardown_method(self):
    method test_provider_initialization (line 170) | def test_provider_initialization(self):
    method test_get_capabilities_o3 (line 178) | def test_get_capabilities_o3(self):
    method test_get_capabilities_o4_mini (line 189) | def test_get_capabilities_o4_mini(self):
    method test_validate_model_names (line 202) | def test_validate_model_names(self):
    method test_openai_models_do_not_support_extended_thinking (line 218) | def test_openai_models_do_not_support_extended_thinking(self):
    method test_gpt52_family_capabilities (line 226) | def test_gpt52_family_capabilities(self):

FILE: tests/test_rate_limit_patterns.py
  function test_openai_structured_error_retry_logic (line 9) | def test_openai_structured_error_retry_logic():
  function test_gemini_structured_error_retry_logic (line 45) | def test_gemini_structured_error_retry_logic():
  function test_actual_log_error_from_issue_with_structured_parsing (line 75) | def test_actual_log_error_from_issue_with_structured_parsing():
  function test_non_429_errors_still_work (line 93) | def test_non_429_errors_still_work():
  function test_edge_cases_and_fallbacks (line 121) | def test_edge_cases_and_fallbacks():

FILE: tests/test_refactor.py
  class TestRefactorTool (line 13) | class TestRefactorTool:
    method refactor_tool (line 17) | def refactor_tool(self):
    method mock_model_response (line 22) | def mock_model_response(self):
    method test_get_name (line 64) | def test_get_name(self, refactor_tool):
    method test_get_description (line 68) | def test_get_description(self, refactor_tool):
    method test_get_input_schema (line 77) | def test_get_input_schema(self, refactor_tool):
    method test_model_category (line 104) | def test_model_category(self, refactor_tool):
    method test_default_temperature (line 111) | def test_default_temperature(self, refactor_tool):
  class TestFileUtilsLineNumbers (line 121) | class TestFileUtilsLineNumbers:
    method test_read_file_content_with_line_numbers (line 124) | def test_read_file_content_with_line_numbers(self, project_path):
    method test_read_file_content_without_line_numbers (line 142) | def test_read_file_content_without_line_numbers(self, project_path):
    method test_read_file_content_auto_detect_programming (line 159) | def test_read_file_content_auto_detect_programming(self, project_path):
    method test_read_file_content_auto_detect_text (line 175) | def test_read_file_content_auto_detect_text(self, project_path):
    method test_line_ending_normalization (line 190) | def test_line_ending_normalization(self):
    method test_detect_file_type (line 213) | def test_detect_file_type(self):
    method test_should_add_line_numbers (line 230) | def test_should_add_line_numbers(self):
    method test_line_numbers_double_triple_digits (line 245) | def test_line_numbers_double_triple_digits(self, project_path):
    method test_line_numbers_with_file_reading (line 286) | def test_line_numbers_with_file_reading(self, project_path):
    method test_line_numbers_large_files_22k_lines (line 332) | def test_line_numbers_large_files_22k_lines(self, project_path):
    method test_line_numbers_boundary_conditions (line 367) | def test_line_numbers_boundary_conditions(self):

FILE: tests/test_secaudit.py
  class TestSecauditTool (line 11) | class TestSecauditTool:
    method test_tool_metadata (line 14) | def test_tool_metadata(self):
    method test_request_validation (line 24) | def test_request_validation(self):
    method test_request_validation_defaults (line 49) | def test_request_validation_defaults(self):
    method test_request_validation_invalid_threat_level (line 64) | def test_request_validation_invalid_threat_level(self):
    method test_request_validation_invalid_audit_focus (line 76) | def test_request_validation_invalid_audit_focus(self):
    method test_input_schema_generation (line 88) | def test_input_schema_generation(self):
    method test_step_guidance_step_1 (line 110) | def test_step_guidance_step_1(self):
    method test_step_guidance_step_2 (line 131) | def test_step_guidance_step_2(self):
    method test_step_guidance_step_4 (line 152) | def test_step_guidance_step_4(self):
    method test_expert_analysis_trigger (line 169) | def test_expert_analysis_trigger(self):
    method test_expert_analysis_context_preparation (line 200) | def test_expert_analysis_context_preparation(self):
    method test_security_issues_formatting_empty (line 255) | def test_security_issues_formatting_empty(self):
    method test_security_issues_formatting_with_issues (line 261) | def test_security_issues_formatting_with_issues(self):
    method test_tool_field_definitions (line 284) | def test_tool_field_definitions(self):
    method test_workflow_request_model (line 320) | def test_workflow_request_model(self):
    method test_workflow_system_prompt (line 326) | def test_workflow_system_prompt(self):
    method test_compliance_requirements_validation (line 337) | def test_compliance_requirements_validation(self):
    method test_comprehensive_workflow_scenario (line 362) | def test_comprehensive_workflow_scenario(self):

FILE: tests/test_server.py
  class TestServerTools (line 10) | class TestServerTools:
    method test_handle_call_tool_unknown (line 14) | async def test_handle_call_tool_unknown(self):
    method test_handle_chat (line 21) | async def test_handle_chat(self):
    method test_handle_version (line 90) | async def test_handle_version(self):

FILE: tests/test_supported_models_aliases.py
  class TestSupportedModelsAliases (line 9) | class TestSupportedModelsAliases:
    method test_gemini_provider_aliases (line 12) | def test_gemini_provider_aliases(self):
    method test_openai_provider_aliases (line 40) | def test_openai_provider_aliases(self):
    method test_xai_provider_aliases (line 77) | def test_xai_provider_aliases(self):
    method test_dial_provider_aliases (line 101) | def test_dial_provider_aliases(self):
    method test_list_models_includes_aliases (line 127) | def test_list_models_includes_aliases(self):
    method test_list_models_all_known_variant_includes_aliases (line 159) | def test_list_models_all_known_variant_includes_aliases(self):
    method test_no_string_shorthand_in_supported_models (line 191) | def test_no_string_shorthand_in_supported_models(self):
    method test_resolve_returns_original_if_not_found (line 210) | def test_resolve_returns_original_if_not_found(self):

FILE: tests/test_thinking_modes.py
  function setup_test_env (line 16) | def setup_test_env():
  class TestThinkingModes (line 22) | class TestThinkingModes:
    method test_default_thinking_modes (line 26) | def test_default_thinking_modes(self):
    method test_thinking_mode_minimal (line 41) | async def test_thinking_mode_minimal(self):
    method test_thinking_mode_low (line 124) | async def test_thinking_mode_low(self):
    method test_thinking_mode_medium (line 203) | async def test_thinking_mode_medium(self):
    method test_thinking_mode_high (line 283) | async def test_thinking_mode_high(self):
    method test_thinking_mode_max (line 362) | async def test_thinking_mode_max(self):

FILE: tests/test_tools.py
  class TestThinkDeepTool (line 15) | class TestThinkDeepTool:
    method tool (line 19) | def tool(self):
    method test_tool_metadata (line 22) | def test_tool_metadata(self, tool):
    method test_execute_success (line 41) | async def test_execute_success(self, tool):
  class TestCodeReviewTool (line 116) | class TestCodeReviewTool:
    method tool (line 120) | def tool(self):
    method test_tool_metadata (line 123) | def test_tool_metadata(self, tool):
    method test_execute_with_review_type (line 135) | async def test_execute_with_review_type(self, tool, tmp_path):
  class TestAnalyzeTool (line 209) | class TestAnalyzeTool:
    method tool (line 213) | def tool(self):
    method test_tool_metadata (line 216) | def test_tool_metadata(self, tool):
    method test_execute_with_analysis_type (line 237) | async def test_execute_with_analysis_type(self, tool, tmp_path):
  class TestAbsolutePathValidation (line 313) | class TestAbsolutePathValidation:
    method test_thinkdeep_tool_relative_path_rejected (line 325) | async def test_thinkdeep_tool_relative_path_rejected(self):
    method test_chat_tool_relative_path_rejected (line 346) | async def test_chat_tool_relative_path_rejected(self):
    method test_analyze_tool_accepts_absolute_paths (line 368) | async def test_analyze_tool_accepts_absolute_paths(self):
  class TestSpecialStatusModels (line 440) | class TestSpecialStatusModels:
    method test_trace_complete_status_in_registry (line 443) | def test_trace_complete_status_in_registry(self):
    method test_trace_complete_model_validation (line 450) | def test_trace_complete_model_validation(self):

FILE: tests/test_tracer.py
  class TestTracerTool (line 11) | class TestTracerTool:
    method tracer_tool (line 15) | def tracer_tool(self):
    method test_get_name (line 19) | def test_get_name(self, tracer_tool):
    method test_get_description (line 23) | def test_get_description(self, tracer_tool):
    method test_get_input_schema (line 31) | def test_get_input_schema(self, tracer_tool):
    method test_get_model_category (line 51) | def test_get_model_category(self, tracer_tool):
    method test_request_model_validation (line 56) | def test_request_model_validation(self, tracer_tool):
    method test_get_required_actions (line 83) | def test_get_required_actions(self, tracer_tool):
    method test_workflow_tool_characteristics (line 110) | def test_workflow_tool_characteristics(self, tracer_tool):
    method test_get_rendering_instructions_precision (line 121) | def test_get_rendering_instructions_precision(self, tracer_tool):
    method test_get_rendering_instructions_dependencies (line 131) | def test_get_rendering_instructions_dependencies(self, tracer_tool):
    method test_rendering_instructions_consistency (line 143) | def test_rendering_instructions_consistency(self, tracer_tool):
    method test_mode_selection_guidance (line 160) | def test_mode_selection_guidance(self, tracer_tool):

FILE: tests/test_utf8_localization.py
  class MockTestTool (line 22) | class MockTestTool(BaseTool):
    method __init__ (line 25) | def __init__(self):
    method get_name (line 28) | def get_name(self) -> str:
    method get_description (line 31) | def get_description(self) -> str:
    method get_input_schema (line 34) | def get_input_schema(self) -> dict:
    method get_system_prompt (line 37) | def get_system_prompt(self) -> str:
    method get_request_model (line 40) | def get_request_model(self):
    method prepare_prompt (line 45) | async def prepare_prompt(self, request) -> str:
    method execute (line 48) | async def execute(self, arguments: dict) -> list:
  class TestUTF8Localization (line 52) | class TestUTF8Localization(unittest.TestCase):
    method setUp (line 55) | def setUp(self):
    method tearDown (line 59) | def tearDown(self):
    method test_language_instruction_generation_french (line 66) | def test_language_instruction_generation_french(self):
    method test_language_instruction_generation_english (line 78) | def test_language_instruction_generation_english(self):
    method test_language_instruction_empty_locale (line 89) | def test_language_instruction_empty_locale(self):
    method test_language_instruction_no_locale (line 100) | def test_language_instruction_no_locale(self):
    method test_json_dumps_utf8_encoding (line 111) | def test_json_dumps_utf8_encoding(self):
    method test_json_dumps_ascii_encoding_comparison (line 144) | def test_json_dumps_ascii_encoding_comparison(self):
    method test_french_characters_in_file_content (line 160) | def test_french_characters_in_file_content(self):
    method test_unicode_normalization (line 218) | def test_unicode_normalization(self):
    method test_emoji_preservation (line 238) | def test_emoji_preservation(self):
  class TestLocalizationIntegration (line 271) | class TestLocalizationIntegration(unittest.TestCase):
    method setUp (line 274) | def setUp(self):
    method tearDown (line 278) | def tearDown(self):
    method test_codereview_tool_french_locale_simple (line 285) | def test_codereview_tool_french_locale_simple(self):
    method test_multiple_locales_switching (line 313) | def test_multiple_locales_switching(self):
  function run_async_test (line 351) | def run_async_test(test_func):

FILE: tests/test_utils.py
  class TestFileUtils (line 8) | class TestFileUtils:
    method test_read_file_content_success (line 11) | def test_read_file_content_success(self, project_path):
    method test_read_file_content_not_found (line 23) | def test_read_file_content_not_found(self, project_path):
    method test_read_file_content_dangerous_files_blocked (line 32) | def test_read_file_content_dangerous_files_blocked(self):
    method test_read_file_content_relative_path_rejected (line 40) | def test_read_file_content_relative_path_rejected(self):
    method test_read_file_content_directory (line 48) | def test_read_file_content_directory(self, project_path):
    method test_read_files_multiple (line 55) | def test_read_files_multiple(self, project_path):
    method test_read_files_with_code (line 73) | def test_read_files_with_code(self):
    method test_read_files_directory_support (line 85) | def test_read_files_directory_support(self, project_path):
    method test_read_files_mixed_paths (line 124) | def test_read_files_mixed_paths(self, project_path):
    method test_read_files_token_limit (line 149) | def test_read_files_token_limit(self, project_path):
    method test_read_files_large_file (line 170) | def test_read_files_large_file(self, project_path):
    method test_read_files_file_extensions (line 183) | def test_read_files_file_extensions(self, project_path):
  class TestTokenUtils (line 202) | class TestTokenUtils:
    method test_estimate_tokens (line 205) | def test_estimate_tokens(self):
    method test_check_token_limit_within (line 211) | def test_check_token_limit_within(self):
    method test_check_token_limit_exceeded (line 218) | def test_check_token_limit_exceeded(self):

FILE: tests/test_uvx_resource_packaging.py
  class TestUvxPathResolution (line 11) | class TestUvxPathResolution:
    method test_normal_operation (line 14) | def test_normal_operation(self):
    method test_config_path_resolution (line 20) | def test_config_path_resolution(self):
    method test_explicit_config_path_override (line 37) | def test_explicit_config_path_override(self):
    method test_environment_variable_override (line 47) | def test_environment_variable_override(self):
    method test_multiple_path_fallback (line 59) | def test_multiple_path_fallback(self, mock_files):
    method test_missing_config_handling (line 100) | def test_missing_config_handling(self):
    method test_resource_loading_success (line 110) | def test_resource_loading_success(self):
    method test_use_resources_attribute (line 120) | def test_use_resources_attribute(self):

FILE: tests/test_uvx_support.py
  class TestUvxEnvironmentHandling (line 14) | class TestUvxEnvironmentHandling:
    method test_dotenv_import_success (line 17) | def test_dotenv_import_success(self):
    method test_dotenv_import_failure_graceful_handling (line 50) | def test_dotenv_import_failure_graceful_handling(self):
    method test_env_file_path_resolution (line 70) | def test_env_file_path_resolution(self):
    method test_environment_variables_still_work_without_dotenv (line 82) | def test_environment_variables_still_work_without_dotenv(self):
    method test_dotenv_graceful_fallback_behavior (line 92) | def test_dotenv_graceful_fallback_behavior(self):
  class TestUvxProjectConfiguration (line 109) | class TestUvxProjectConfiguration:
    method test_pyproject_toml_has_required_uvx_fields (line 112) | def test_pyproject_toml_has_required_uvx_fields(self):
    method test_pyproject_dependencies_match_requirements (line 145) | def test_pyproject_dependencies_match_requirements(self):
    method test_uvx_entry_point_callable (line 178) | def test_uvx_entry_point_callable(self):

FILE: tests/test_workflow_file_embedding.py
  class TestWorkflowFileEmbedding (line 18) | class TestWorkflowFileEmbedding:
    method setup_method (line 21) | def setup_method(self):
    method teardown_method (line 43) | def teardown_method(self):
    method test_intermediate_step_no_embedding (line 51) | def test_intermediate_step_no_embedding(self):
    method test_intermediate_step_with_continuation_no_embedding (line 62) | def test_intermediate_step_with_continuation_no_embedding(self):
    method test_final_step_embeds_files (line 73) | def test_final_step_embeds_files(self):
    method test_final_step_new_conversation_embeds_files (line 84) | def test_final_step_new_conversation_embeds_files(self):
    method test_comprehensive_file_collection_for_expert_analysis (line 99) | def test_comprehensive_file_collection_for_expert_analysis(
    method test_force_embed_bypasses_conversation_history (line 170) | def test_force_embed_bypasses_conversation_history(self, mock_expand_p...
    method test_embedding_decision_logic_comprehensive (line 204) | def test_embedding_decision_logic_comprehensive(self):

FILE: tests/test_workflow_metadata.py
  class TestWorkflowMetadata (line 19) | class TestWorkflowMetadata:
    method setup_method (line 22) | def setup_method(self):
    method teardown_method (line 34) | def teardown_method(self):
    method test_workflow_metadata_in_response (line 42) | def test_workflow_metadata_in_response(self):
    method test_workflow_metadata_in_error_response (line 129) | def test_workflow_metadata_in_error_response(self):
    method test_workflow_metadata_fallback_handling (line 194) | def test_workflow_metadata_fallback_handling(self):
    method test_workflow_metadata_preserves_existing_response_fields (line 254) | def test_workflow_metadata_preserves_existing_response_fields(self):

FILE: tests/test_workflow_prompt_size_validation_simple.py
  function build_debug_arguments (line 18) | def build_debug_arguments(**overrides) -> dict[str, object]:
  function test_workflow_tool_accepts_normal_step_content (line 41) | async def test_workflow_tool_accepts_normal_step_content() -> None:
  function test_workflow_tool_rejects_oversized_step_with_guidance (line 57) | async def test_workflow_tool_rejects_oversized_step_with_guidance() -> N...

FILE: tests/test_workflow_utf8.py
  class TestWorkflowToolsUTF8 (line 16) | class TestWorkflowToolsUTF8(unittest.IsolatedAsyncioTestCase):
    method setUp (line 19) | def setUp(self):
    method tearDown (line 25) | def tearDown(self):
    method test_workflow_json_response_structure (line 32) | def test_workflow_json_response_structure(self):
    method test_analyze_tool_utf8_response (line 63) | async def test_analyze_tool_utf8_response(self, mock_model_context, mo...
    method test_codereview_tool_french_findings (line 130) | async def test_codereview_tool_french_findings(self, mock_get_provider):
    method test_debug_tool_french_error_analysis (line 203) | async def test_debug_tool_french_error_analysis(self, mock_get_provider):
    method test_utf8_emoji_preservation_in_workflow_responses (line 266) | def test_utf8_emoji_preservation_in_workflow_responses(self):

FILE: tests/test_xai_provider.py
  class TestXAIProvider (line 12) | class TestXAIProvider:
    method setup_method (line 15) | def setup_method(self):
    method teardown_method (line 22) | def teardown_method(self):
    method test_initialization (line 30) | def test_initialization(self):
    method test_initialization_with_custom_url (line 37) | def test_initialization_with_custom_url(self):
    method test_model_validation (line 43) | def test_model_validation(self):
    method test_resolve_model_name (line 66) | def test_resolve_model_name(self):
    method test_get_capabilities_grok4 (line 80) | def test_get_capabilities_grok4(self):
    method test_get_capabilities_grok4_1_fast (line 101) | def test_get_capabilities_grok4_1_fast(self):
    method test_get_capabilities_with_shorthand (line 115) | def test_get_capabilities_with_shorthand(self):
    method test_unsupported_model_capabilities (line 126) | def test_unsupported_model_capabilities(self):
    method test_extended_thinking_flags (line 133) | def test_extended_thinking_flags(self):
    method test_provider_type (line 148) | def test_provider_type(self):
    method test_model_restrictions (line 154) | def test_model_restrictions(self):
    method test_multiple_model_restrictions (line 174) | def test_multiple_model_restrictions(self):
    method test_both_shorthand_and_full_name_allowed (line 195) | def test_both_shorthand_and_full_name_allowed(self):
    method test_empty_restrictions_allows_all (line 211) | def test_empty_restrictions_allows_all(self):
    method test_friendly_name (line 226) | def test_friendly_name(self):
    method test_supported_models_structure (line 234) | def test_supported_models_structure(self):
    method test_generate_content_resolves_alias_before_api_call (line 265) | def test_generate_content_resolves_alias_before_api_call(self, mock_op...
    method test_generate_content_other_aliases (line 315) | def test_generate_content_other_aliases(self, mock_openai_class):

FILE: tests/transport_helpers.py
  function inject_transport (line 6) | def inject_transport(monkeypatch, cassette_path: str):

FILE: tools/analyze.py
  class AnalyzeWorkflowRequest (line 83) | class AnalyzeWorkflowRequest(WorkflowRequest):
    method validate_step_one_requirements (line 125) | def validate_step_one_requirements(self):
  class AnalyzeTool (line 133) | class AnalyzeTool(WorkflowTool):
    method __init__ (line 143) | def __init__(self):
    method get_name (line 148) | def get_name(self) -> str:
    method get_description (line 151) | def get_description(self) -> str:
    method get_system_prompt (line 158) | def get_system_prompt(self) -> str:
    method get_default_temperature (line 161) | def get_default_temperature(self) -> float:
    method get_model_category (line 164) | def get_model_category(self) -> "ToolModelCategory":
    method get_workflow_request_model (line 170) | def get_workflow_request_model(self):
    method get_input_schema (line 174) | def get_input_schema(self) -> dict[str, Any]:
    method get_required_actions (line 253) | def get_required_actions(
    method should_call_expert_analysis (line 288) | def should_call_expert_analysis(self, consolidated_findings, request=N...
    method prepare_expert_analysis_context (line 301) | def prepare_expert_analysis_context(self, consolidated_findings) -> str:
    method _build_analysis_summary (line 339) | def _build_analysis_summary(self, consolidated_findings) -> str:
    method should_include_files_in_expert_prompt (line 356) | def should_include_files_in_expert_prompt(self) -> bool:
    method should_embed_system_prompt (line 360) | def should_embed_system_prompt(self) -> bool:
    method get_expert_thinking_mode (line 364) | def get_expert_thinking_mode(self) -> str:
    method get_expert_analysis_instruction (line 368) | def get_expert_analysis_instruction(self) -> str:
    method prepare_step_data (line 378) | def prepare_step_data(self, request) -> dict:
    method should_skip_expert_analysis (line 396) | def should_skip_expert_analysis(self, request, consolidated_findings) ...
    method store_initial_issue (line 405) | def store_initial_issue(self, step_description: str):
    method get_completion_status (line 411) | def get_completion_status(self) -> str:
    method get_completion_data_key (line 415) | def get_completion_data_key(self) -> str:
    method get_final_analysis_from_request (line 419) | def get_final_analysis_from_request(self, request):
    method get_confidence_level (line 423) | def get_confidence_level(self, request) -> str:
    method get_completion_message (line 427) | def get_completion_message(self) -> str:
    method get_skip_reason (line 437) | def get_skip_reason(self) -> str:
    method get_skip_expert_analysis_status (line 441) | def get_skip_expert_analysis_status(self) -> str:
    method prepare_work_summary (line 445) | def prepare_work_summary(self) -> str:
    method get_completion_next_steps_message (line 449) | def get_completion_next_steps_message(self, expert_analysis_used: bool...
    method get_expert_analysis_guidance (line 469) | def get_expert_analysis_guidance(self) -> str:
    method get_step_guidance_message (line 483) | def get_step_guidance_message(self, request) -> str:
    method get_analyze_step_guidance (line 490) | def get_analyze_step_guidance(self, step_number: int, request) -> dict...
    method customize_workflow_response (line 527) | def customize_workflow_response(self, response_data: dict, request) ->...
    method get_request_model (line 577) | def get_request_model(self):
    method prepare_prompt (line 581) | async def prepare_prompt(self, request) -> str:

FILE: tools/apilookup.py
  class LookupRequest (line 23) | class LookupRequest(ToolRequest):
  class LookupTool (line 70) | class LookupTool(SimpleTool):
    method get_name (line 73) | def get_name(self) -> str:
    method get_description (line 76) | def get_description(self) -> str:
    method get_system_prompt (line 82) | def get_system_prompt(self) -> str:
    method get_default_temperature (line 85) | def get_default_temperature(self) -> float:
    method requires_model (line 88) | def requires_model(self) -> bool:
    method get_model_category (line 91) | def get_model_category(self) -> ToolModelCategory:
    method get_request_model (line 96) | def get_request_model(self):
    method get_tool_fields (line 99) | def get_tool_fields(self) -> dict[str, dict[str, Any]]:
    method prepare_prompt (line 107) | async def prepare_prompt(self, request) -> str:  # pragma: no cover - ...
    method get_input_schema (line 110) | def get_input_schema(self) -> dict[str, Any]:
    method execute (line 122) | async def execute(self, arguments: dict[str, Any]) -> list:

FILE: tools/challenge.py
  class ChallengeRequest (line 33) | class ChallengeRequest(ToolRequest):
  class ChallengeTool (line 39) | class ChallengeTool(SimpleTool):
    method get_name (line 52) | def get_name(self) -> str:
    method get_description (line 55) | def get_description(self) -> str:
    method get_system_prompt (line 61) | def get_system_prompt(self) -> str:
    method get_default_temperature (line 65) | def get_default_temperature(self) -> float:
    method get_model_category (line 68) | def get_model_category(self) -> "ToolModelCategory":
    method requires_model (line 74) | def requires_model(self) -> bool:
    method get_request_model (line 86) | def get_request_model(self):
    method get_input_schema (line 90) | def get_input_schema(self) -> dict[str, Any]:
    method execute (line 109) | async def execute(self, arguments: dict[str, Any]) -> list:
    method _wrap_prompt_for_challenge (line 158) | def _wrap_prompt_for_challenge(self, prompt: str) -> str:
    method prepare_prompt (line 179) | async def prepare_prompt(self, request: ChallengeRequest) -> str:
    method format_response (line 183) | def format_response(self, response: str, request: ChallengeRequest, mo...
    method get_tool_fields (line 187) | def get_tool_fields(self) -> dict[str, dict[str, Any]]:
    method get_required_fields (line 196) | def get_required_fields(self) -> list[str]:

FILE: tools/chat.py
  class ChatRequest (line 42) | class ChatRequest(ToolRequest):
  class ChatTool (line 57) | class ChatTool(SimpleTool):
    method __init__ (line 68) | def __init__(self) -> None:
    method get_name (line 72) | def get_name(self) -> str:
    method get_description (line 75) | def get_description(self) -> str:
    method get_annotations (line 81) | def get_annotations(self) -> Optional[dict[str, Any]]:
    method get_system_prompt (line 86) | def get_system_prompt(self) -> str:
    method get_capability_system_prompts (line 89) | def get_capability_system_prompts(self, capabilities: Optional["ModelC...
    method get_default_temperature (line 95) | def get_default_temperature(self) -> float:
    method get_model_category (line 98) | def get_model_category(self) -> "ToolModelCategory":
    method get_request_model (line 104) | def get_request_model(self):
    method get_input_schema (line 110) | def get_input_schema(self) -> dict[str, Any]:
    method get_tool_fields (line 161) | def get_tool_fields(self) -> dict[str, dict[str, Any]]:
    method get_required_fields (line 185) | def get_required_fields(self) -> list[str]:
    method prepare_prompt (line 191) | async def prepare_prompt(self, request: ChatRequest) -> str:
    method _validate_file_paths (line 201) | def _validate_file_paths(self, request) -> Optional[str]:
    method format_response (line 236) | def format_response(self, response: str, request: ChatRequest, model_i...
    method _record_assistant_turn (line 300) | def _record_assistant_turn(
    method _model_supports_code_generation (line 309) | def _model_supports_code_generation(self) -> bool:
    method _extract_generated_code_block (line 321) | def _extract_generated_code_block(self, text: str) -> tuple[Optional[s...
    method _persist_generated_code_block (line 336) | def _persist_generated_code_block(self, block: str, working_directory:...
    method _build_agent_instruction (line 355) | def _build_agent_instruction(artifact_path: Path) -> str:
    method _join_sections (line 373) | def _join_sections(*sections: str) -> str:
    method get_websearch_guidance (line 382) | def get_websearch_guidance(self) -> str:

FILE: tools/clink.py
  class CLinkRequest (line 29) | class CLinkRequest(BaseModel):
  class CLinkTool (line 55) | class CLinkTool(SimpleTool):
    method __init__ (line 63) | def __init__(self) -> None:
    method get_name (line 76) | def get_name(self) -> str:
    method get_description (line 79) | def get_description(self) -> str:
    method get_annotations (line 85) | def get_annotations(self) -> dict[str, Any]:
    method requires_model (line 88) | def requires_model(self) -> bool:
    method get_model_category (line 91) | def get_model_category(self) -> ToolModelCategory:
    method get_default_temperature (line 94) | def get_default_temperature(self) -> float:
    method get_system_prompt (line 97) | def get_system_prompt(self) -> str:
    method get_request_model (line 100) | def get_request_model(self):
    method get_input_schema (line 103) | def get_input_schema(self) -> dict[str, Any]:
    method get_tool_fields (line 160) | def get_tool_fields(self) -> dict[str, dict[str, Any]]:
    method execute (line 164) | async def execute(self, arguments: dict[str, Any]) -> list[TextContent]:
    method prepare_prompt (line 261) | async def prepare_prompt(self, request) -> str:
    method _prepare_prompt_for_role (line 273) | async def _prepare_prompt_for_role(
    method _use_external_system_prompt (line 301) | def _use_external_system_prompt(self, client: ResolvedCLIClient) -> bool:
    method _build_success_metadata (line 305) | def _build_success_metadata(
    method _merge_metadata (line 328) | def _merge_metadata(self, base: dict[str, Any] | None, extra: dict[str...
    method _apply_output_limit (line 333) | def _apply_output_limit(
    method _extract_summary (line 399) | def _extract_summary(self, content: str) -> str | None:
    method _prune_metadata (line 406) | def _prune_metadata(
    method _build_error_metadata (line 425) | def _build_error_metadata(self, client: ResolvedCLIClient, exc: CLIAge...
    method _raise_tool_error (line 437) | def _raise_tool_error(self, message: str, metadata: dict[str, Any] | N...
    method _agent_capabilities_guidance (line 441) | def _agent_capabilities_guidance(self) -> str:
    method _format_file_references (line 449) | def _format_file_references(self, files: list[str]) -> str:

FILE: tools/codereview.py
  class CodeReviewRequest (line 64) | class CodeReviewRequest(WorkflowRequest):
    method validate_step_one_requirements (line 111) | def validate_step_one_requirements(self):
  class CodeReviewTool (line 118) | class CodeReviewTool(WorkflowTool):
    method __init__ (line 128) | def __init__(self):
    method get_name (line 133) | def get_name(self) -> str:
    method get_description (line 136) | def get_description(self) -> str:
    method get_system_prompt (line 143) | def get_system_prompt(self) -> str:
    method get_default_temperature (line 146) | def get_default_temperature(self) -> float:
    method get_model_category (line 149) | def get_model_category(self) -> "ToolModelCategory":
    method get_workflow_request_model (line 155) | def get_workflow_request_model(self):
    method get_input_schema (line 159) | def get_input_schema(self) -> dict[str, Any]:
    method get_required_actions (line 244) | def get_required_actions(
    method should_call_expert_analysis (line 306) | def should_call_expert_analysis(self, consolidated_findings, request=N...
    method prepare_expert_analysis_context (line 329) | def prepare_expert_analysis_context(self, consolidated_findings) -> str:
    method _build_code_review_summary (line 376) | def _build_code_review_summary(self, consolidated_findings) -> str:
    method should_include_files_in_expert_prompt (line 394) | def should_include_files_in_expert_prompt(self) -> bool:
    method should_embed_system_prompt (line 398) | def should_embed_system_prompt(self) -> bool:
    method get_expert_thinking_mode (line 402) | def get_expert_thinking_mode(self) -> str:
    method get_expert_analysis_instruction (line 406) | def get_expert_analysis_instruction(self) -> str:
    method prepare_step_data (line 417) | def prepare_step_data(self, request) -> dict:
    method should_skip_expert_analysis (line 436) | def should_skip_expert_analysis(self, request, consolidated_findings) ...
    method store_initial_issue (line 451) | def store_initial_issue(self, step_description: str):
    method get_review_validation_type (line 457) | def get_review_validation_type(self, request) -> str:
    method get_completion_status (line 464) | def get_completion_status(self) -> str:
    method get_completion_data_key (line 468) | def get_completion_data_key(self) -> str:
    method get_final_analysis_from_request (line 472) | def get_final_analysis_from_request(self, request):
    method get_confidence_level (line 476) | def get_confidence_level(self, request) -> str:
    method get_completion_message (line 480) | def get_completion_message(self) -> str:
    method get_skip_reason (line 489) | def get_skip_reason(self) -> str:
    method get_skip_expert_analysis_status (line 493) | def get_skip_expert_analysis_status(self) -> str:
    method prepare_work_summary (line 497) | def prepare_work_summary(self) -> str:
    method get_completion_next_steps_message (line 501) | def get_completion_next_steps_message(self, expert_analysis_used: bool...
    method get_expert_analysis_guidance (line 521) | def get_expert_analysis_guidance(self) -> str:
    method get_step_guidance_message (line 534) | def get_step_guidance_message(self, request) -> str:
    method get_code_review_step_guidance (line 541) | def get_code_review_step_guidance(self, step_number: int, request) -> ...
    method customize_workflow_response (line 666) | def customize_workflow_response(self, response_data: dict, request) ->...
    method get_request_model (line 718) | def get_request_model(self):
    method prepare_prompt (line 722) | async def prepare_prompt(self, request) -> str:

FILE: tools/consensus.py
  class ConsensusRequest (line 62) | class ConsensusRequest(WorkflowRequest):
    method validate_step_one_requirements (line 106) | def validate_step_one_requirements(self):
  class ConsensusTool (line 129) | class ConsensusTool(WorkflowTool):
    method __init__ (line 138) | def __init__(self):
    method get_name (line 146) | def get_name(self) -> str:
    method get_description (line 149) | def get_description(self) -> str:
    method get_system_prompt (line 156) | def get_system_prompt(self) -> str:
    method get_default_temperature (line 178) | def get_default_temperature(self) -> float:
    method get_model_category (line 181) | def get_model_category(self) -> ToolModelCategory:
    method get_workflow_request_model (line 187) | def get_workflow_request_model(self):
    method get_input_schema (line 191) | def get_input_schema(self) -> dict[str, Any]:
    method get_required_actions (line 318) | def get_required_actions(
    method should_call_expert_analysis (line 348) | def should_call_expert_analysis(self, consolidated_findings, request=N...
    method prepare_expert_analysis_context (line 352) | def prepare_expert_analysis_context(self, consolidated_findings) -> str:
    method requires_expert_analysis (line 356) | def requires_expert_analysis(self) -> bool:
    method requires_model (line 360) | def requires_model(self) -> bool:
    method prepare_step_data (line 373) | def prepare_step_data(self, request) -> dict:
    method handle_work_completion (line 389) | async def handle_work_completion(self, response_data: dict, request, a...
    method handle_work_continuation (line 413) | def handle_work_continuation(self, response_data: dict, request) -> dict:
    method execute_workflow (line 436) | async def execute_workflow(self, arguments: dict[str, Any]) -> list:
    method _build_continuation_offer (line 547) | def _build_continuation_offer(self, continuation_id: str) -> dict[str,...
    method _consult_model (line 574) | async def _consult_model(self, model_config: dict, request) -> dict:
    method _get_stance_enhanced_prompt (line 647) | def _get_stance_enhanced_prompt(self, stance: str, custom_stance_promp...
   

[
  {
    "path": ".claude/commands/fix-github-issue.md",
    "chars": 487,
    "preview": "Please analyze and fix the GitHub issue: $ARGUMENTS.\n\nFollow these steps:\n\n1. Use `gh issue view` to get the issue detai"
  },
  {
    "path": ".claude/settings.json",
    "chars": 63,
    "preview": "{\n  \"permissions\": {\n    \"allow\": [\n    ],\n    \"deny\": []\n  }\n}"
  },
  {
    "path": ".coveragerc",
    "chars": 410,
    "preview": "[run]\nsource = gemini_server\nomit = \n    */tests/*\n    */venv/*\n    */__pycache__/*\n    */site-packages/*\n\n[report]\nexcl"
  },
  {
    "path": ".dockerignore",
    "chars": 549,
    "preview": "# Git\n.git\n.gitignore\n\n# Python\n__pycache__/\n*.py[cod]\n*$py.class\n*.so\n.Python\nenv/\nvenv/\n.venv/\n.pal_venv/\nENV/\nenv.bak"
  },
  {
    "path": ".gitattributes",
    "chars": 438,
    "preview": "# Ensure shell scripts always have LF line endings on checkout\n*.sh text eol=lf\n*.bash text eol=lf\n\n# Python files\n*.py "
  },
  {
    "path": ".github/FUNDING.yml",
    "chars": 68,
    "preview": "# These are supported funding model platforms\n\ngithub: [guidedways]\n"
  },
  {
    "path": ".github/ISSUE_TEMPLATE/bug_report.yml",
    "chars": 1907,
    "preview": "name: 🐞 Bug Report\ndescription: Create a report to help us improve\nlabels: [\"bug\", \"needs-triage\"]\nbody:\n  - type: markd"
  },
  {
    "path": ".github/ISSUE_TEMPLATE/config.yml",
    "chars": 580,
    "preview": "blank_issues_enabled: false\ncontact_links:\n  - name: 💬 General Discussion\n    url: https://github.com/BeehiveInnovations"
  },
  {
    "path": ".github/ISSUE_TEMPLATE/documentation.yml",
    "chars": 1844,
    "preview": "name: 📖 Documentation Improvement\ndescription: Report an issue or suggest an improvement for the documentation\nlabels: ["
  },
  {
    "path": ".github/ISSUE_TEMPLATE/feature_request.yml",
    "chars": 2054,
    "preview": "name: ✨ Feature Request\ndescription: Suggest an idea for this project\nlabels: [\"enhancement\", \"needs-triage\"]\nbody:\n  - "
  },
  {
    "path": ".github/ISSUE_TEMPLATE/tool_addition.yml",
    "chars": 2774,
    "preview": "name: 🛠️ New Gemini Tool Proposal\ndescription: Propose a new PAL MCP tool (e.g., `summarize`, `fixer`, `refactor`)\nlabel"
  },
  {
    "path": ".github/pull_request_template.md",
    "chars": 2966,
    "preview": "## PR Title Format\n\n**Please ensure your PR title follows [Conventional Commits](https://www.conventionalcommits.org/) f"
  },
  {
    "path": ".github/workflows/docker-pr.yml",
    "chars": 4325,
    "preview": "name: PR Docker Build\n\non:\n  pull_request:\n    types: [opened, synchronize, reopened, labeled, unlabeled]\n    paths:\n   "
  },
  {
    "path": ".github/workflows/docker-release.yml",
    "chars": 3788,
    "preview": "name: Docker Release Build\n\non:\n  release:\n    types: [published]\n  workflow_dispatch:\n    inputs:\n      tag:\n        de"
  },
  {
    "path": ".github/workflows/semantic-pr.yml",
    "chars": 1467,
    "preview": "---\nname: Semantic PR\n\non:\n  pull_request:\n    types: [opened, edited, synchronize]\n\nconcurrency:\n  group: ${{ github.wo"
  },
  {
    "path": ".github/workflows/semantic-release.yml",
    "chars": 2047,
    "preview": "name: Semantic Release\n\non:\n  push:\n    branches:\n      - main\n\npermissions:\n  contents: write\n  issues: write\n  pull-re"
  },
  {
    "path": ".github/workflows/test.yml",
    "chars": 1517,
    "preview": "name: Tests\n\non:\n  pull_request:\n    branches: [main]\n\njobs:\n  test:\n    runs-on: ubuntu-latest\n    strategy:\n      matr"
  },
  {
    "path": ".gitignore",
    "chars": 2095,
    "preview": "# Byte-compiled / optimized / DLL files\n__pycache__/\n*.py[cod]\n*$py.class\n\n# C extensions\n*.so\n\n# Distribution / packagi"
  },
  {
    "path": ".pre-commit-config.yaml",
    "chars": 657,
    "preview": "---\ndefault_stages: [pre-commit, pre-push]\nrepos:\n  - repo: https://github.com/psf/black\n    rev: 25.1.0\n    hooks:\n    "
  },
  {
    "path": "AGENTS.md",
    "chars": 4801,
    "preview": "# Repository Guidelines\n\nSee `requirements.txt` and `requirements-dev.txt`\n\nAlso read CLAUDE.md and CLAUDE.local.md if a"
  },
  {
    "path": "CHANGELOG.md",
    "chars": 45809,
    "preview": "# CHANGELOG\n\n<!-- version list -->\n\n## v9.8.2 (2025-12-15)\n\n### Bug Fixes\n\n- Allow home subdirectories through is_danger"
  },
  {
    "path": "CLAUDE.md",
    "chars": 11150,
    "preview": "# Claude Development Guide for PAL MCP Server\n\nThis file contains essential commands and workflows for developing and ma"
  },
  {
    "path": "Dockerfile",
    "chars": 2626,
    "preview": "# ===========================================\n# STAGE 1: Build dependencies\n# =========================================="
  },
  {
    "path": "LICENSE",
    "chars": 11052,
    "preview": "Apache License\n                           Version 2.0, January 2004\n                        http://www.apache.org/licens"
  },
  {
    "path": "README.md",
    "chars": 21068,
    "preview": "# PAL MCP: Many Workflows. One Context.\n\n<div align=\"center\">\n\n  <em>Your AI's PAL – a Provider Abstraction Layer</em><b"
  },
  {
    "path": "SECURITY.md",
    "chars": 3366,
    "preview": "# Security Policy\n\n## Supported Versions\n\n| Version | Supported          |\n| ------- | ------------------ |\n| 9.x.x   | "
  },
  {
    "path": "claude_config_example.json",
    "chars": 399,
    "preview": "{\n  \"comment\": \"Example Claude Desktop configuration for PAL MCP Server\",\n  \"comment2\": \"Run './run-server.sh -c' to get"
  },
  {
    "path": "clink/__init__.py",
    "chars": 175,
    "preview": "\"\"\"Public helpers for clink components.\"\"\"\n\nfrom __future__ import annotations\n\nfrom .registry import ClinkRegistry, get"
  },
  {
    "path": "clink/agents/__init__.py",
    "chars": 703,
    "preview": "\"\"\"Agent factory for clink CLI integrations.\"\"\"\n\nfrom __future__ import annotations\n\nfrom clink.models import ResolvedCL"
  },
  {
    "path": "clink/agents/base.py",
    "chars": 8099,
    "preview": "\"\"\"Execute configured CLI agents for the clink tool and parse output.\"\"\"\n\nfrom __future__ import annotations\n\nimport asy"
  },
  {
    "path": "clink/agents/claude.py",
    "chars": 1498,
    "preview": "\"\"\"Claude-specific CLI agent hooks.\"\"\"\n\nfrom __future__ import annotations\n\nfrom clink.models import ResolvedCLIRole\nfro"
  },
  {
    "path": "clink/agents/codex.py",
    "chars": 1111,
    "preview": "\"\"\"Codex-specific CLI agent hooks.\"\"\"\n\nfrom __future__ import annotations\n\nfrom clink.models import ResolvedCLIClient\nfr"
  },
  {
    "path": "clink/agents/gemini.py",
    "chars": 2528,
    "preview": "\"\"\"Gemini-specific CLI agent hooks.\"\"\"\n\nfrom __future__ import annotations\n\nimport json\nfrom typing import Any\n\nfrom cli"
  },
  {
    "path": "clink/constants.py",
    "chars": 1524,
    "preview": "\"\"\"Internal defaults and constants for clink.\"\"\"\n\nfrom __future__ import annotations\n\nfrom dataclasses import dataclass,"
  },
  {
    "path": "clink/models.py",
    "chars": 3409,
    "preview": "\"\"\"Pydantic models for clink configuration and runtime structures.\"\"\"\n\nfrom __future__ import annotations\n\nfrom pathlib "
  },
  {
    "path": "clink/parsers/__init__.py",
    "chars": 780,
    "preview": "\"\"\"Parser registry for clink.\"\"\"\n\nfrom __future__ import annotations\n\nfrom .base import BaseParser, ParsedCLIResponse, P"
  },
  {
    "path": "clink/parsers/base.py",
    "chars": 619,
    "preview": "\"\"\"Parser interfaces for clink runner outputs.\"\"\"\n\nfrom __future__ import annotations\n\nfrom dataclasses import dataclass"
  },
  {
    "path": "clink/parsers/claude.py",
    "chars": 5287,
    "preview": "\"\"\"Parser for Claude CLI JSON output.\"\"\"\n\nfrom __future__ import annotations\n\nimport json\nfrom typing import Any\n\nfrom ."
  },
  {
    "path": "clink/parsers/codex.py",
    "chars": 2197,
    "preview": "\"\"\"Parser for Codex CLI JSONL output.\"\"\"\n\nfrom __future__ import annotations\n\nimport json\nfrom typing import Any\n\nfrom ."
  },
  {
    "path": "clink/parsers/gemini.py",
    "chars": 4330,
    "preview": "\"\"\"Parser for Gemini CLI JSON output.\"\"\"\n\nfrom __future__ import annotations\n\nimport json\nfrom typing import Any\n\nfrom ."
  },
  {
    "path": "clink/registry.py",
    "chars": 8934,
    "preview": "\"\"\"Configuration registry for clink CLI integrations.\"\"\"\n\nfrom __future__ import annotations\n\nimport json\nimport logging"
  },
  {
    "path": "code_quality_checks.ps1",
    "chars": 8329,
    "preview": "<#\n.SYNOPSIS\n    Code quality checks script for PAL MCP server on Windows.\n\n.DESCRIPTION\n    This PowerShell script perf"
  },
  {
    "path": "code_quality_checks.sh",
    "chars": 3042,
    "preview": "#!/bin/bash\n\n# PAL MCP Server - Code Quality Checks\n# This script runs all required linting and testing checks before co"
  },
  {
    "path": "communication_simulator_test.py",
    "chars": 21167,
    "preview": "\"\"\"\nCommunication Simulator Test for PAL MCP Server\n\nThis script provides comprehensive end-to-end testing of the PAL MC"
  },
  {
    "path": "conf/__init__.py",
    "chars": 45,
    "preview": "\"\"\"Configuration data for PAL MCP Server.\"\"\"\n"
  },
  {
    "path": "conf/azure_models.json",
    "chars": 2839,
    "preview": "{\n  \"_README\": {\n    \"description\": \"Model metadata for Azure OpenAI / Azure AI Foundry-backed provider. The `models` de"
  },
  {
    "path": "conf/cli_clients/claude.json",
    "chars": 508,
    "preview": "{\n  \"name\": \"claude\",\n  \"command\": \"claude\",\n  \"additional_args\": [\n    \"--permission-mode\",\n    \"acceptEdits\",\n    \"--m"
  },
  {
    "path": "conf/cli_clients/codex.json",
    "chars": 537,
    "preview": "{\n  \"name\": \"codex\",\n  \"command\": \"codex\",\n  \"additional_args\": [\n    \"--json\",\n    \"--dangerously-bypass-approvals-and-"
  },
  {
    "path": "conf/cli_clients/gemini.json",
    "chars": 449,
    "preview": "{\n  \"name\": \"gemini\",\n  \"command\": \"gemini\",\n  \"additional_args\": [\n    \"--yolo\"\n  ],\n  \"env\": {},\n  \"roles\": {\n    \"def"
  },
  {
    "path": "conf/custom_models.json",
    "chars": 2252,
    "preview": "{\n  \"_README\": {\n    \"description\": \"Model metadata for local/self-hosted OpenAI-compatible endpoints (Custom provider)."
  },
  {
    "path": "conf/dial_models.json",
    "chars": 6879,
    "preview": "{\n  \"_README\": {\n    \"description\": \"Model metadata for the DIAL (Data & AI Layer) aggregation provider.\",\n    \"document"
  },
  {
    "path": "conf/gemini_models.json",
    "chars": 6059,
    "preview": "{\n  \"_README\": {\n    \"description\": \"Model metadata for Google's Gemini API access.\",\n    \"documentation\": \"https://gith"
  },
  {
    "path": "conf/openai_models.json",
    "chars": 12123,
    "preview": "{\n  \"_README\": {\n    \"description\": \"Model metadata for native OpenAI API access.\",\n    \"documentation\": \"https://github"
  },
  {
    "path": "conf/openrouter_models.json",
    "chars": 18010,
    "preview": "{\n  \"_README\": {\n    \"description\": \"Model metadata for OpenRouter-backed providers.\",\n    \"documentation\": \"https://git"
  },
  {
    "path": "conf/xai_models.json",
    "chars": 3702,
    "preview": "{\n  \"_README\": {\n    \"description\": \"Model metadata for X.AI (GROK) API access.\",\n    \"documentation\": \"https://github.c"
  },
  {
    "path": "config.py",
    "chars": 6876,
    "preview": "\"\"\"\nConfiguration and constants for PAL MCP Server\n\nThis module centralizes all configuration settings for the PAL MCP S"
  },
  {
    "path": "docker/README.md",
    "chars": 8157,
    "preview": "# PAL MCP Server - Docker Setup\n\n## Quick Start\n\n### 1. Prerequisites\n\n- Docker installed (Docker Compose optional)\n- At"
  },
  {
    "path": "docker/scripts/build.ps1",
    "chars": 2135,
    "preview": "#!/usr/bin/env pwsh\n#Requires -Version 5.1\n[CmdletBinding()]\nparam()\n\n# Set error action preference\n$ErrorActionPreferen"
  },
  {
    "path": "docker/scripts/build.sh",
    "chars": 1163,
    "preview": "#!/bin/bash\nset -euo pipefail\n\n# Colors for output\nGREEN='\\033[0;32m'\nYELLOW='\\033[1;33m'\nRED='\\033[0;31m'\nNC='\\033[0m'\n"
  },
  {
    "path": "docker/scripts/deploy.ps1",
    "chars": 6539,
    "preview": "#!/usr/bin/env pwsh\n#Requires -Version 5.1\n[CmdletBinding()]\nparam(\n    [switch]$SkipHealthCheck,\n    [int]$HealthCheckT"
  },
  {
    "path": "docker/scripts/deploy.sh",
    "chars": 3047,
    "preview": "#!/bin/bash\nset -euo pipefail\n\n# Colors for output\nGREEN='\\033[0;32m'\nYELLOW='\\033[1;33m'\nRED='\\033[0;31m'\nNC='\\033[0m'\n"
  },
  {
    "path": "docker/scripts/healthcheck.py",
    "chars": 3264,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nHealth check script for PAL MCP Server Docker container\n\"\"\"\n\nimport os\nimport subprocess\nimpo"
  },
  {
    "path": "docker-compose.yml",
    "chars": 2601,
    "preview": "services:\n  pal-mcp:\n    build:\n      context: .\n      dockerfile: Dockerfile\n      target: runtime\n    image: pal-mcp-s"
  },
  {
    "path": "docs/adding_providers.md",
    "chars": 11671,
    "preview": "# Adding a New Provider\n\nThis guide explains how to add support for a new AI model provider to the PAL MCP Server. The p"
  },
  {
    "path": "docs/adding_tools.md",
    "chars": 8280,
    "preview": "# Adding Tools to PAL MCP Server\n\nPAL MCP tools are Python classes that inherit from the shared infrastructure in `tools"
  },
  {
    "path": "docs/advanced-usage.md",
    "chars": 25755,
    "preview": "# Advanced Usage Guide\n\nThis guide covers advanced features, configuration options, and workflows for power users of the"
  },
  {
    "path": "docs/ai-collaboration.md",
    "chars": 6070,
    "preview": "# AI-to-AI Conversation Threading\n\nThis server enables **true AI collaboration** between Claude and multiple AI models ("
  },
  {
    "path": "docs/ai_banter.md",
    "chars": 12561,
    "preview": "# The Code Comedy Hour\n\nJust when I thought it was a routine test, Claude and it's _thought-partner_ would go off-script"
  },
  {
    "path": "docs/azure_openai.md",
    "chars": 3308,
    "preview": "# Azure OpenAI Configuration\n\nAzure OpenAI support lets PAL MCP talk to GPT-4o, GPT-4.1, GPT-5, and o-series deployments"
  },
  {
    "path": "docs/configuration.md",
    "chars": 11979,
    "preview": "# Configuration Guide\n\nThis guide covers all configuration options for the PAL MCP Server. The server is configured thro"
  },
  {
    "path": "docs/context-revival.md",
    "chars": 6170,
    "preview": "# Context Revival: AI Memory Beyond Context Limits\n\n## **The Most Profound Feature: Context Revival After Reset**\n\n**Thi"
  },
  {
    "path": "docs/contributions.md",
    "chars": 6906,
    "preview": "# Contributing to PAL MCP Server\n\nThank you for your interest in contributing to PAL MCP Server! This guide will help yo"
  },
  {
    "path": "docs/custom_models.md",
    "chars": 12683,
    "preview": "# Custom Models & API Setup\n\nThis guide covers setting up multiple AI model providers including OpenRouter, custom API e"
  },
  {
    "path": "docs/docker-deployment.md",
    "chars": 10442,
    "preview": "# Docker Deployment Guide\n\nThis guide covers deploying PAL MCP Server using Docker and Docker Compose for production env"
  },
  {
    "path": "docs/gemini-setup.md",
    "chars": 1097,
    "preview": "# Gemini CLI Setup\n\n> **Note**: While PAL MCP Server connects successfully to Gemini CLI, tool invocation is not working"
  },
  {
    "path": "docs/getting-started.md",
    "chars": 17402,
    "preview": "# Getting Started with PAL MCP Server\n\nThis guide walks you through setting up the PAL MCP Server from scratch, includin"
  },
  {
    "path": "docs/index.md",
    "chars": 1207,
    "preview": "# PAL MCP Server Documentation\n\n_Formerly known as PAL MCP. See the short [name change note](name-change.md) for context"
  },
  {
    "path": "docs/locale-configuration.md",
    "chars": 5297,
    "preview": "# Locale Configuration for PAL MCP Server\n\nThis guide explains how to configure and use the localization feature to cust"
  },
  {
    "path": "docs/logging.md",
    "chars": 1599,
    "preview": "# Logging\n\n## Quick Start - Follow Logs\n\nThe easiest way to monitor logs is to use the `-f` flag when starting the serve"
  },
  {
    "path": "docs/model_ranking.md",
    "chars": 3280,
    "preview": "# Model Capability Ranking\n\nAuto mode needs a short, trustworthy list of models to suggest. The server\ncomputes a capabi"
  },
  {
    "path": "docs/name-change.md",
    "chars": 404,
    "preview": "# PAL MCP Name Change\n\nPAL MCP was previously called Zen MCP. We renamed to avoid confusion with another similarly named"
  },
  {
    "path": "docs/testing.md",
    "chars": 5197,
    "preview": "# Testing Guide\n\nThis project includes comprehensive test coverage through unit tests and integration simulator tests.\n\n"
  },
  {
    "path": "docs/tools/analyze.md",
    "chars": 8504,
    "preview": "# Analyze Tool - Smart File Analysis\n\n**General-purpose code understanding and exploration through workflow-driven inves"
  },
  {
    "path": "docs/tools/apilookup.md",
    "chars": 4459,
    "preview": "# API Lookup Tool\n\nThe `apilookup` tool ensures you get **current, accurate API/SDK documentation** by forcing the AI to"
  },
  {
    "path": "docs/tools/challenge.md",
    "chars": 1547,
    "preview": "# challenge - Challenge an approach or validate ideas with confidence\n\nThe `challenge` tool encourages thoughtful critic"
  },
  {
    "path": "docs/tools/chat.md",
    "chars": 6996,
    "preview": "# Chat Tool - General Development Chat & Collaborative Thinking\n\n**Your thinking partner - bounce ideas, get second opin"
  },
  {
    "path": "docs/tools/clink.md",
    "chars": 9024,
    "preview": "# Clink Tool - CLI-to-CLI Bridge\n\n**Spawn AI subagents, connect external CLIs, orchestrate isolated contexts – all witho"
  },
  {
    "path": "docs/tools/codereview.md",
    "chars": 8851,
    "preview": "# CodeReview Tool - Professional Code Review\n\n**Comprehensive code analysis with prioritized feedback through workflow-d"
  },
  {
    "path": "docs/tools/consensus.md",
    "chars": 6929,
    "preview": "# Consensus Tool - Multi-Model Perspective Gathering\n\n**Get diverse expert opinions from multiple AI models on technical"
  },
  {
    "path": "docs/tools/debug.md",
    "chars": 10430,
    "preview": "# Debug Tool - Systematic Investigation & Expert Analysis\n\n**Step-by-step investigation followed by expert debugging ass"
  },
  {
    "path": "docs/tools/docgen.md",
    "chars": 8916,
    "preview": "# DocGen Tool - Comprehensive Documentation Generation\n\n**Generates comprehensive documentation with complexity analysis"
  },
  {
    "path": "docs/tools/listmodels.md",
    "chars": 3922,
    "preview": "# ListModels Tool - List Available Models\n\n**Display all available AI models organized by provider**\n\nThe `listmodels` t"
  },
  {
    "path": "docs/tools/planner.md",
    "chars": 3610,
    "preview": "# Planner Tool - Interactive Step-by-Step Planning\n\n**Break down complex projects into manageable, structured plans thro"
  },
  {
    "path": "docs/tools/precommit.md",
    "chars": 13067,
    "preview": "# PreCommit Tool - Pre-Commit Validation\n\n**Comprehensive review of staged/unstaged git changes across multiple reposito"
  },
  {
    "path": "docs/tools/refactor.md",
    "chars": 11088,
    "preview": "# Refactor Tool - Intelligent Code Refactoring\n\n**Comprehensive refactoring analysis with top-down decomposition strateg"
  },
  {
    "path": "docs/tools/secaudit.md",
    "chars": 11974,
    "preview": "# Secaudit Tool - Comprehensive Security Audit\n\n**Systematic OWASP-based security assessment with compliance evaluation "
  },
  {
    "path": "docs/tools/testgen.md",
    "chars": 9003,
    "preview": "# TestGen Tool - Comprehensive Test Generation\n\n**Generates thorough test suites with edge case coverage through workflo"
  },
  {
    "path": "docs/tools/thinkdeep.md",
    "chars": 4809,
    "preview": "# ThinkDeep Tool - Extended Reasoning Partner\n\n**Get a second opinion to augment Claude's own extended thinking**\n\nThe `"
  },
  {
    "path": "docs/tools/tracer.md",
    "chars": 6239,
    "preview": "# Tracer Tool - Static Code Analysis Prompt Generator\n\n**Creates detailed analysis prompts for call-flow mapping and dep"
  },
  {
    "path": "docs/tools/version.md",
    "chars": 3877,
    "preview": "# Version Tool - Server Information\n\n**Get server version, configuration details, and list of available tools**\n\nThe `ve"
  },
  {
    "path": "docs/troubleshooting.md",
    "chars": 2851,
    "preview": "# Troubleshooting Guide\n\n## Quick Debugging Steps\n\nIf you're experiencing issues with the PAL MCP Server, follow these s"
  },
  {
    "path": "docs/vcr-testing.md",
    "chars": 4249,
    "preview": "# HTTP Transport Recorder for Testing\n\nA custom HTTP recorder for testing expensive API calls (like o3-pro) with real re"
  },
  {
    "path": "docs/wsl-setup.md",
    "chars": 2233,
    "preview": "# WSL (Windows Subsystem for Linux) Setup Guide\n\nThis guide provides detailed instructions for setting up PAL MCP Server"
  },
  {
    "path": "examples/claude_config_macos.json",
    "chars": 385,
    "preview": "{\n  \"comment\": \"macOS configuration using standalone server\",\n  \"comment2\": \"Run './run-server.sh' to set up the environ"
  },
  {
    "path": "examples/claude_config_wsl.json",
    "chars": 438,
    "preview": "{\n  \"comment\": \"Windows configuration using WSL with standalone server\",\n  \"comment2\": \"Run './run-server.sh' in WSL to "
  },
  {
    "path": "pal-mcp-server",
    "chars": 286,
    "preview": "#!/bin/bash\n# Wrapper script for Gemini CLI compatibility\n\n# Get the directory of this script\nDIR=\"$(cd \"$(dirname \"$0\")"
  },
  {
    "path": "providers/__init__.py",
    "chars": 677,
    "preview": "\"\"\"Model provider abstractions for supporting multiple AI providers.\"\"\"\n\nfrom .azure_openai import AzureOpenAIProvider\nf"
  },
  {
    "path": "providers/azure_openai.py",
    "chars": 14457,
    "preview": "\"\"\"Azure OpenAI provider built on the OpenAI-compatible implementation.\"\"\"\n\nfrom __future__ import annotations\n\nimport l"
  },
  {
    "path": "providers/base.py",
    "chars": 16546,
    "preview": "\"\"\"Base interfaces and common behaviour for model providers.\"\"\"\n\nimport logging\nimport time\nfrom abc import ABC, abstrac"
  },
  {
    "path": "providers/custom.py",
    "chars": 7393,
    "preview": "\"\"\"Custom API provider implementation.\"\"\"\n\nimport logging\n\nfrom utils.env import get_env\n\nfrom .openai_compatible import"
  },
  {
    "path": "providers/dial.py",
    "chars": 12697,
    "preview": "\"\"\"DIAL (Data & AI Layer) model provider implementation.\"\"\"\n\nimport logging\nimport threading\nfrom typing import ClassVar"
  },
  {
    "path": "providers/gemini.py",
    "chars": 21613,
    "preview": "\"\"\"Gemini model provider implementation.\"\"\"\n\nimport base64\nimport logging\nfrom typing import TYPE_CHECKING, ClassVar, Op"
  },
  {
    "path": "providers/openai.py",
    "chars": 6082,
    "preview": "\"\"\"OpenAI model provider implementation.\"\"\"\n\nimport logging\nfrom typing import TYPE_CHECKING, ClassVar, Optional\n\nif TYP"
  },
  {
    "path": "providers/openai_compatible.py",
    "chars": 36271,
    "preview": "\"\"\"Base class for OpenAI-compatible API providers.\"\"\"\n\nimport copy\nimport ipaddress\nimport logging\nfrom typing import Op"
  },
  {
    "path": "providers/openrouter.py",
    "chars": 8178,
    "preview": "\"\"\"OpenRouter provider implementation.\"\"\"\n\nimport logging\n\nfrom utils.env import get_env\n\nfrom .openai_compatible import"
  },
  {
    "path": "providers/registries/__init__.py",
    "chars": 561,
    "preview": "\"\"\"Registry implementations for provider capability manifests.\"\"\"\n\nfrom .azure import AzureModelRegistry\nfrom .custom im"
  },
  {
    "path": "providers/registries/azure.py",
    "chars": 1701,
    "preview": "\"\"\"Registry loader for Azure OpenAI model configurations.\"\"\"\n\nfrom __future__ import annotations\n\nimport logging\n\nfrom ."
  },
  {
    "path": "providers/registries/base.py",
    "chars": 9436,
    "preview": "\"\"\"Shared infrastructure for JSON-backed model registries.\"\"\"\n\nfrom __future__ import annotations\n\nimport importlib.reso"
  },
  {
    "path": "providers/registries/custom.py",
    "chars": 986,
    "preview": "\"\"\"Registry loader for custom OpenAI-compatible endpoints.\"\"\"\n\nfrom __future__ import annotations\n\nfrom ..shared import "
  },
  {
    "path": "providers/registries/dial.py",
    "chars": 611,
    "preview": "\"\"\"Registry loader for DIAL provider capabilities.\"\"\"\n\nfrom __future__ import annotations\n\nfrom ..shared import Provider"
  },
  {
    "path": "providers/registries/gemini.py",
    "chars": 622,
    "preview": "\"\"\"Registry loader for Gemini model capabilities.\"\"\"\n\nfrom __future__ import annotations\n\nfrom ..shared import ProviderT"
  },
  {
    "path": "providers/registries/openai.py",
    "chars": 622,
    "preview": "\"\"\"Registry loader for OpenAI model capabilities.\"\"\"\n\nfrom __future__ import annotations\n\nfrom ..shared import ProviderT"
  },
  {
    "path": "providers/registries/openrouter.py",
    "chars": 1584,
    "preview": "\"\"\"OpenRouter model registry for managing model configurations and aliases.\"\"\"\n\nfrom __future__ import annotations\n\nfrom"
  },
  {
    "path": "providers/registries/xai.py",
    "chars": 603,
    "preview": "\"\"\"Registry loader for X.AI model capabilities.\"\"\"\n\nfrom __future__ import annotations\n\nfrom ..shared import ProviderTyp"
  },
  {
    "path": "providers/registry.py",
    "chars": 19441,
    "preview": "\"\"\"Model provider registry for managing available providers.\"\"\"\n\nimport logging\nfrom typing import TYPE_CHECKING, Option"
  },
  {
    "path": "providers/registry_provider_mixin.py",
    "chars": 3261,
    "preview": "\"\"\"Mixin for providers backed by capability registries.\n\nThis mixin centralises the boilerplate for providers that expos"
  },
  {
    "path": "providers/shared/__init__.py",
    "chars": 565,
    "preview": "\"\"\"Shared data structures and helpers for model providers.\"\"\"\n\nfrom .model_capabilities import ModelCapabilities\nfrom .m"
  },
  {
    "path": "providers/shared/model_capabilities.py",
    "chars": 6203,
    "preview": "\"\"\"Dataclass describing the feature set of a model exposed by a provider.\"\"\"\n\nimport math\nfrom dataclasses import datacl"
  },
  {
    "path": "providers/shared/model_response.py",
    "chars": 702,
    "preview": "\"\"\"Dataclass used to normalise provider SDK responses.\"\"\"\n\nfrom dataclasses import dataclass, field\nfrom typing import A"
  },
  {
    "path": "providers/shared/provider_type.py",
    "chars": 363,
    "preview": "\"\"\"Enumeration describing which backend owns a given model.\"\"\"\n\nfrom enum import Enum\n\n__all__ = [\"ProviderType\"]\n\n\nclas"
  },
  {
    "path": "providers/shared/temperature.py",
    "chars": 7137,
    "preview": "\"\"\"Helper types for validating model temperature parameters.\"\"\"\n\nfrom abc import ABC, abstractmethod\nfrom typing import "
  },
  {
    "path": "providers/xai.py",
    "chars": 3105,
    "preview": "\"\"\"X.AI (GROK) model provider implementation.\"\"\"\n\nimport logging\nfrom typing import TYPE_CHECKING, ClassVar, Optional\n\ni"
  },
  {
    "path": "pyproject.toml",
    "chars": 3114,
    "preview": "[project]\nname = \"pal-mcp-server\"\nversion = \"9.8.2\"\ndescription = \"AI-powered MCP server with multiple model providers\"\n"
  },
  {
    "path": "pytest.ini",
    "chars": 290,
    "preview": "[pytest]\ntestpaths = tests\npython_files = test_*.py\npython_classes = Test*\npython_functions = test_*\nasyncio_mode = auto"
  },
  {
    "path": "requirements-dev.txt",
    "chars": 142,
    "preview": "pytest>=7.4.0\npytest-asyncio>=0.21.0\npytest-mock>=3.11.0\nblack>=23.0.0\nruff>=0.1.0\nisort>=5.12.0\npython-semantic-release"
  },
  {
    "path": "requirements.txt",
    "chars": 324,
    "preview": "mcp>=1.0.0\ngoogle-genai>=1.19.0\nopenai>=1.55.2  # Minimum version for httpx 0.28.0 compatibility\npydantic>=2.0.0\npython-"
  },
  {
    "path": "run-server.ps1",
    "chars": 76497,
    "preview": "<#\n.SYNOPSIS\n    Installation, configuration, and launch script for PAL MCP server on Windows.\n\n.DESCRIPTION\n    This P"
  },
  {
    "path": "run-server.sh",
    "chars": 91969,
    "preview": "#!/bin/bash\nset -euo pipefail\n\n# ============================================================================\n# PAL MCP "
  },
  {
    "path": "run_integration_tests.ps1",
    "chars": 7003,
    "preview": "<#\n.SYNOPSIS\n    Integration test runner script for the PAL MCP server on Windows.\n\n.DESCRIPTION\n    This PowerShell scr"
  },
  {
    "path": "run_integration_tests.sh",
    "chars": 2634,
    "preview": "#!/bin/bash\n\n# PAL MCP Server - Run Integration Tests\n# This script runs integration tests that require API keys\n# Run t"
  },
  {
    "path": "scripts/sync_version.py",
    "chars": 952,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nSync version from pyproject.toml to config.py\nThis script is called by GitHub Actions after s"
  },
  {
    "path": "server.py",
    "chars": 66201,
    "preview": "\"\"\"\nPAL MCP Server - Main server implementation\n\nThis module implements the core MCP (Model Context Protocol) server tha"
  },
  {
    "path": "simulator_tests/__init__.py",
    "chars": 5483,
    "preview": "\"\"\"\nCommunication Simulator Tests Package\n\nThis package contains individual test modules for the PAL MCP Communication S"
  },
  {
    "path": "simulator_tests/base_test.py",
    "chars": 14626,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nBase Test Class for Communication Simulator Tests\n\nProvides common functionality and utilitie"
  },
  {
    "path": "simulator_tests/conversation_base_test.py",
    "chars": 10569,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nConversation Base Test Class for In-Process MCP Tool Testing\n\nThis class enables testing MCP "
  },
  {
    "path": "simulator_tests/log_utils.py",
    "chars": 10353,
    "preview": "\"\"\"\nCentralized log utility for simulator tests.\n\nThis module provides common log reading and parsing functionality\nused"
  },
  {
    "path": "simulator_tests/test_analyze_validation.py",
    "chars": 47224,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nAnalyze Tool Validation Test\n\nTests the analyze tool's capabilities using the new workflow ar"
  },
  {
    "path": "simulator_tests/test_basic_conversation.py",
    "chars": 3340,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nBasic Conversation Flow Test\n\nTests basic conversation continuity with the chat tool, includi"
  },
  {
    "path": "simulator_tests/test_chat_simple_validation.py",
    "chars": 20810,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nChat Simple Tool Validation Test\n\nComprehensive test for the new ChatSimple tool implementati"
  },
  {
    "path": "simulator_tests/test_codereview_validation.py",
    "chars": 46892,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nCodeReview Tool Validation Test\n\nTests the codereview tool's capabilities using the new workf"
  },
  {
    "path": "simulator_tests/test_consensus_conversation.py",
    "chars": 10467,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nConsensus Conversation Continuation Test\n\nTests that the consensus tool properly handles conv"
  },
  {
    "path": "simulator_tests/test_consensus_three_models.py",
    "chars": 7216,
    "preview": "\"\"\"\nTest consensus tool with three models demonstrating sequential processing\n\"\"\"\n\nimport json\n\nfrom .base_test import B"
  },
  {
    "path": "simulator_tests/test_consensus_workflow_accurate.py",
    "chars": 10820,
    "preview": "\"\"\"\nAccurate Consensus Workflow Test\n\nThis test validates the complete consensus workflow step-by-step to ensure:\n1. Ste"
  },
  {
    "path": "simulator_tests/test_content_validation.py",
    "chars": 7013,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nContent Validation Test\n\nTests that tools don't duplicate file content in their responses.\nTh"
  },
  {
    "path": "simulator_tests/test_conversation_chain_validation.py",
    "chars": 17500,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nConversation Chain and Threading Validation Test\n\nThis test validates that:\n1. Multiple tool "
  },
  {
    "path": "simulator_tests/test_cross_tool_comprehensive.py",
    "chars": 14918,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nComprehensive Cross-Tool Test\n\nTests file deduplication, conversation continuation, and file "
  },
  {
    "path": "simulator_tests/test_cross_tool_continuation.py",
    "chars": 9379,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nCross-Tool Continuation Test\n\nTests comprehensive cross-tool continuation scenarios to ensure"
  },
  {
    "path": "simulator_tests/test_debug_certain_confidence.py",
    "chars": 25685,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nDebug Tool Certain Confidence Simulator Test\n\nTests the debug tool's 'certain' confidence fea"
  },
  {
    "path": "simulator_tests/test_debug_validation.py",
    "chars": 43038,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nDebugWorkflow Tool Validation Test\n\nTests the debug tool's capabilities using the new workflo"
  },
  {
    "path": "simulator_tests/test_line_number_validation.py",
    "chars": 7399,
    "preview": "\"\"\"\nTest to validate line number handling across different tools\n\"\"\"\n\nimport json\nimport os\n\nfrom .base_test import Base"
  },
  {
    "path": "simulator_tests/test_logs_validation.py",
    "chars": 4127,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nServer Logs Validation Test\n\nValidates server logs to confirm file deduplication behavior and"
  },
  {
    "path": "simulator_tests/test_model_thinking_config.py",
    "chars": 6253,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nModel Thinking Configuration Test\n\nTests that thinking configuration is properly applied only"
  },
  {
    "path": "simulator_tests/test_o3_model_selection.py",
    "chars": 14009,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nO3 Model Selection Test\n\nTests that O3 models are properly selected and used when explicitly "
  },
  {
    "path": "simulator_tests/test_o3_pro_expensive.py",
    "chars": 4474,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nO3-Pro Expensive Model Test\n\n⚠️  WARNING: This test uses o3-pro which is EXTREMELY EXPENSIVE!"
  },
  {
    "path": "simulator_tests/test_ollama_custom_url.py",
    "chars": 12797,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nOllama Custom URL Test\n\nTests custom API endpoint functionality with Ollama-style local model"
  },
  {
    "path": "simulator_tests/test_openrouter_fallback.py",
    "chars": 9281,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nOpenRouter Fallback Test\n\nTests that verify the system correctly falls back to OpenRouter whe"
  },
  {
    "path": "simulator_tests/test_openrouter_models.py",
    "chars": 9356,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nOpenRouter Model Tests\n\nTests that verify OpenRouter functionality including:\n- Model alias r"
  },
  {
    "path": "simulator_tests/test_per_tool_deduplication.py",
    "chars": 9485,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nPer-Tool File Deduplication Test\n\nTests file deduplication for each individual MCP tool to en"
  },
  {
    "path": "simulator_tests/test_planner_continuation_history.py",
    "chars": 16254,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nPlanner Continuation History Test\n\nTests the planner tool's continuation history building acr"
  },
  {
    "path": "simulator_tests/test_planner_validation.py",
    "chars": 30312,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nPlannerWorkflow Tool Validation Test\n\nTests the planner tool's capabilities using the new wor"
  },
  {
    "path": "simulator_tests/test_planner_validation_old.py",
    "chars": 18155,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nPlanner Tool Validation Test\n\nTests the planner tool's sequential planning capabilities inclu"
  },
  {
    "path": "simulator_tests/test_precommitworkflow_validation.py",
    "chars": 48308,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nPrecommitWorkflow Tool Validation Test\n\nTests the precommit tool's capabilities using the new"
  },
  {
    "path": "simulator_tests/test_prompt_size_limit_bug.py",
    "chars": 7660,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nPrompt Size Limit Bug Test\n\nThis test reproduces a critical bug where the prompt size limit c"
  },
  {
    "path": "simulator_tests/test_refactor_validation.py",
    "chars": 47396,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nRefactor Tool Validation Test\n\nTests the refactor tool's capabilities using the new workflow "
  },
  {
    "path": "simulator_tests/test_secaudit_validation.py",
    "chars": 26063,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nSECAUDIT Tool Validation Test\n\nTests the secaudit tool's capabilities using the workflow arch"
  },
  {
    "path": "simulator_tests/test_testgen_validation.py",
    "chars": 35466,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nTestGen Tool Validation Test\n\nTests the testgen tool's capabilities using the workflow archit"
  },
  {
    "path": "simulator_tests/test_thinkdeep_validation.py",
    "chars": 42918,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nThinkDeep Tool Validation Test\n\nTests the thinkdeep tool's capabilities using the new workflo"
  },
  {
    "path": "simulator_tests/test_token_allocation_validation.py",
    "chars": 14102,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nToken Allocation and Conversation History Validation Test\n\nThis test validates that:\n1. Token"
  },
  {
    "path": "simulator_tests/test_vision_capability.py",
    "chars": 6123,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nVision Capability Test\n\nTests vision capability with the chat tool using O3 model:\n- Test fil"
  },
  {
    "path": "simulator_tests/test_xai_models.py",
    "chars": 8347,
    "preview": "#!/usr/bin/env python3\n\"\"\"\nX.AI GROK Model Tests\n\nTests that verify X.AI GROK functionality including:\n- Model alias res"
  },
  {
    "path": "systemprompts/__init__.py",
    "chars": 1008,
    "preview": "\"\"\"\nSystem prompts for Gemini tools\n\"\"\"\n\nfrom .analyze_prompt import ANALYZE_PROMPT\nfrom .chat_prompt import CHAT_PROMPT"
  },
  {
    "path": "systemprompts/analyze_prompt.py",
    "chars": 4804,
    "preview": "\"\"\"\nAnalyze tool system prompt\n\"\"\"\n\nANALYZE_PROMPT = \"\"\"\nROLE\nYou are a senior software analyst performing a holistic te"
  },
  {
    "path": "systemprompts/chat_prompt.py",
    "chars": 3942,
    "preview": "\"\"\"\nChat tool system prompt\n\"\"\"\n\nCHAT_PROMPT = \"\"\"\nYou are a senior engineering thought-partner collaborating with anoth"
  },
  {
    "path": "systemprompts/clink/codex_codereviewer.txt",
    "chars": 909,
    "preview": "/review You are the Codex CLI code reviewer operating inside the PAL MCP server with full repository access.\n\n- Inspect "
  },
  {
    "path": "systemprompts/clink/default.txt",
    "chars": 776,
    "preview": "You are an external CLI agent operating inside the PAL MCP server with full repository access.\n\n- Use terminal tools to "
  },
  {
    "path": "systemprompts/clink/default_codereviewer.txt",
    "chars": 879,
    "preview": "You are an external CLI code reviewer operating inside the PAL MCP server with full repository access.\n\n- Inspect any re"
  },
  {
    "path": "systemprompts/clink/default_planner.txt",
    "chars": 809,
    "preview": "You are the planning agent operating through the PAL MCP server.\n\n- Respond with JSON only using the planning schema fie"
  },
  {
    "path": "systemprompts/codereview_prompt.py",
    "chars": 6847,
    "preview": "\"\"\"\nCodeReview tool system prompt\n\"\"\"\n\nCODEREVIEW_PROMPT = \"\"\"\nROLE\nYou are an expert code reviewer, combining the deep "
  },
  {
    "path": "systemprompts/consensus_prompt.py",
    "chars": 6087,
    "preview": "\"\"\"\nConsensus tool system prompt for multi-model perspective gathering\n\"\"\"\n\nCONSENSUS_PROMPT = \"\"\"\nROLE\nYou are an exper"
  },
  {
    "path": "systemprompts/debug_prompt.py",
    "chars": 7665,
    "preview": "\"\"\"\nDebug tool system prompt\n\"\"\"\n\nDEBUG_ISSUE_PROMPT = \"\"\"\nROLE\nYou are an expert debugging assistant receiving systemat"
  },
  {
    "path": "systemprompts/docgen_prompt.py",
    "chars": 16773,
    "preview": "\"\"\"\nDocumentation generation tool system prompt\n\"\"\"\n\nDOCGEN_PROMPT = \"\"\"\nROLE\nYou're being guided through a systematic d"
  },
  {
    "path": "systemprompts/generate_code_prompt.py",
    "chars": 7825,
    "preview": "\"\"\"System prompt fragment enabling structured code generation exports.\n\nThis prompt is injected into the system prompt f"
  },
  {
    "path": "systemprompts/planner_prompt.py",
    "chars": 6455,
    "preview": "\"\"\"\nPlanner tool system prompts\n\"\"\"\n\nPLANNER_PROMPT = \"\"\"\nYou are an expert, seasoned planning consultant and systems ar"
  },
  {
    "path": "systemprompts/precommit_prompt.py",
    "chars": 9132,
    "preview": "\"\"\"\nPrecommit tool system prompt\n\"\"\"\n\nPRECOMMIT_PROMPT = \"\"\"\nROLE\nYou are an expert pre-commit reviewer and senior engin"
  },
  {
    "path": "systemprompts/refactor_prompt.py",
    "chars": 20039,
    "preview": "\"\"\"\nRefactor tool system prompt\n\"\"\"\n\nREFACTOR_PROMPT = \"\"\"\nROLE\nYou are a principal software engineer specializing in in"
  },
  {
    "path": "systemprompts/secaudit_prompt.py",
    "chars": 17183,
    "preview": "\"\"\"\nSECAUDIT tool system prompt\n\"\"\"\n\nSECAUDIT_PROMPT = \"\"\"\nROLE\nYou are an expert security auditor receiving systematic "
  },
  {
    "path": "systemprompts/testgen_prompt.py",
    "chars": 8590,
    "preview": "\"\"\"\nTestGen tool system prompt\n\"\"\"\n\nTESTGEN_PROMPT = \"\"\"\nROLE\nYou are a principal software engineer who specialises in w"
  },
  {
    "path": "systemprompts/thinkdeep_prompt.py",
    "chars": 3490,
    "preview": "\"\"\"\nThinkDeep tool system prompt\n\"\"\"\n\nTHINKDEEP_PROMPT = \"\"\"\nROLE\nYou are a senior engineering collaborator working alon"
  },
  {
    "path": "systemprompts/tracer_prompt.py",
    "chars": 6847,
    "preview": "\"\"\"\nTracer tool system prompts\n\"\"\"\n\nTRACER_PROMPT = \"\"\"\nYou are an expert, seasoned software architect and code analysis"
  },
  {
    "path": "tests/CASSETTE_MAINTENANCE.md",
    "chars": 8310,
    "preview": "# HTTP Cassette Testing - Maintenance Guide\n\n## Overview\n\nThis project uses HTTP cassettes (recorded HTTP interactions) "
  }
]

// ... and 160 more files (download for full content)