FjGdZddlmZddlZddlZddlZddlZddlZddlZddl Z ddl m Z ddl m Z m Z mZmZddlmZmZmZddlmZddlmZdd lmZdd lmZmZmZmZdd lm Z dd l!m"Z"dd l#m$Z$ddl%m&Z&m'Z'm(Z(ddl)m*Z*ddl+m,Z,ddl-m.Z.ddl/m0Z0ej1dZ2dZ3dudZ4dvdZ5dwd%Z6dxd'Z7 dydzdsZ8dtgZ9dS){uQImplementation of :meth:`AIAgent.__init__` — extracted as a module function. ``AIAgent.__init__`` is one of the longest methods in the codebase (60+ parameters, ~1,400 lines of attribute initialization, provider auto-detection, credential resolution, context-engine bootstrap, etc.). Keeping it in ``run_agent.py`` bloats that file with code that's mostly "setup state, then forget". After this extraction the body lives here as ``init_agent(agent, ...)`` and :meth:`AIAgent.__init__` is a thin wrapper that calls ``init_agent(self, ...)``. All imports the body needs at module-load time are listed below; the body also performs many lazy imports inside its own scope that come along unchanged. 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B%%''833t,X66J t)-H!'R ( (%&&   &uyy'<'< = = K K YY|,, *d++ :  UYYw339r::@@BB  (-eU;; (J''''' (  J''H Or"NonecFt|j|j|j|}|sdSt t |dipi}t |}|d}t|tr||||d<||_ dS)N)r7r2r8r9request_overridesr>) rBr7r2r8r?getattrr3r)updaterE)agentr9r> overridesmerged_extra_bodyexisting_extra_bodys r !_merge_custom_provider_extra_bodyrLus6k) J WU$7<<BCCIZ((#-- 55%t,,6  !4555/Il'Er"r'Z?Fd api_keyapi_mode acp_commandacp_argslist[str] | Nonecommandargsmax_iterationsint tool_delayfloatenabled_toolsets List[str]disabled_toolsetssave_trajectoriesverbose_logging quiet_modeephemeral_system_promptlog_prefix_chars log_prefixproviders_allowedproviders_ignoredproviders_order provider_sortprovider_require_parametersprovider_data_collectionopenrouter_min_coding_scoreOptional[float] session_idtool_progress_callbackcallabletool_start_callbacktool_complete_callbackthinking_callbackreasoning_callbackclarify_callback step_callbackstream_delta_callbackinterim_assistant_callbacktool_gen_callbackstatus_callback 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Args: base_url (str): Base URL for the model API (optional) api_key (str): API key for authentication (optional, uses env var if not provided) provider (str): Provider identifier (optional; used for telemetry/routing hints) api_mode (str): API mode override: "chat_completions" or "codex_responses" model (str): Model name to use (default: "anthropic/claude-opus-4.6") max_iterations (int): Maximum number of tool calling iterations (default: 90) tool_delay (float): Delay between tool calls in seconds (default: 1.0) enabled_toolsets (List[str]): Only enable tools from these toolsets (optional) disabled_toolsets (List[str]): Disable tools from these toolsets (optional) save_trajectories (bool): Whether to save conversation trajectories to JSONL files (default: False) verbose_logging (bool): Enable verbose logging for debugging (default: False) quiet_mode (bool): Suppress progress output for clean CLI experience (default: False) ephemeral_system_prompt (str): System prompt used during agent execution but NOT saved to trajectories (optional) log_prefix_chars (int): Number of characters to show in log previews for tool calls/responses (default: 100) log_prefix (str): Prefix to add to all log messages for identification in parallel processing (default: "") providers_allowed (List[str]): OpenRouter providers to allow (optional) providers_ignored (List[str]): OpenRouter providers to ignore (optional) providers_order (List[str]): OpenRouter providers to try in order (optional) provider_sort (str): Sort providers by price/throughput/latency (optional) openrouter_min_coding_score (float): Coding-score floor (0.0-1.0) for the openrouter/pareto-code router. Only applied when model == "openrouter/pareto-code". None or empty = let OpenRouter pick the strongest available coder. session_id (str): Pre-generated session ID for logging (optional, auto-generated if not provided) tool_progress_callback (callable): Callback function(tool_name, args_preview) for progress notifications clarify_callback (callable): Callback function(question, choices) -> str for interactive user questions. Provided by the platform layer (CLI or gateway). If None, the clarify tool returns an error. max_tokens (int): Maximum tokens for model responses (optional, uses model default if not set) reasoning_config (Dict): OpenRouter reasoning configuration override (e.g. {"effort": "none"} to disable thinking). If None, defaults to {"enabled": True, "effort": "medium"} for OpenRouter. Set to disable/customize reasoning. prefill_messages (List[Dict]): Messages to prepend to conversation history as prefilled context. Useful for injecting a few-shot example or priming the model's response style. Example: [{"role": "user", "content": "Hi!"}, {"role": "assistant", "content": "Hello!"}] NOTE: Anthropic Sonnet 4.6+ and Opus 4.6+ reject a conversation that ends on an assistant-role message (400 error). For those models use structured outputs or output_config.format instead of a trailing-assistant prefill. platform (str): The interface platform the user is on (e.g. "cli", "telegram", "discord", "whatsapp"). Used to inject platform-specific formatting hints into the system prompt. skip_context_files (bool): If True, skip auto-injection of SOUL.md, AGENTS.md, and .cursorrules into the system prompt. Use this for batch processing and data generation to avoid polluting trajectories with user-specific persona or project instructions. load_soul_identity (bool): If True, still use ~/.hermes/SOUL.md as the primary identity even when skip_context_files=True. Project context files from the cwd remain skipped. N r'>codex_responsesbedrock_conversechat_completionscodex_app_serveranthropic_messagesz openai-codexr> xai-oauthxaiz chatgpt.comz/backend-api/codexzapi.x.air anthropiczapi.anthropic.comrr(z /anthropicbedrockzbedrock-runtime.z amazonaws.comrrr)_AGGREGATOR_PROVIDERSnormalize_model_for_providerz copilot-acpz acp://copilotz acp+tcp://)r7_transport_cache openrouterTzopenrouter-prewarm)targetdaemonnameF5m) load_configprompt_caching cache_ttl>1hr initializing) setup_loggingsetup_verbose_logging) hermes_homez=Verbose logging enabled (third-party library logs suppressed))build_anthropic_clientresolve_anthropic_token)build_anthropic_bedrock_clientzbedrock-runtime\.([a-z0-9-]+)\.z us-east-1zaws-sdku&🤖 AI Agent initialized with model: z& (AWS Bedrock + AnthropicBedrock SDK, )z minimax-oauth)"build_minimax_oauth_token_providerz{MiniMax OAuth: failed to install per-request token provider (%s); falling back to static bearer that will expire ~15min in.)_is_oauth_token)timeoutz (Anthropic native))is_token_provideru*🔑 Using credentials: Microsoft Entra ID u🔑 Using token: z... guardrailguardrail_identifierguardrail_version)guardrailIdentifierguardrailVersionstream_processing_modestreamProcessingModetracez + Guardrailsz (AWS Bedrock, )queryc&i|]\}}||dS)r).0kvs r zinit_agent..s/!!! $1Aqt!!!r")rSr8 default_query)rSr8rrXrYz openrouter.ai)build_or_headersdefault_headerszintegrate.api.nvidia.com)build_nvidia_nim_headerszapi.routermint.comzapi.githubcopilot.com)copilot_default_headersz api.kimi.comz User-Agentzclaude-code/0.1.0zportal.qwen.ai)_codex_cloudflare_headers)get_provider_profile)resolve_provider_clientauto)r2 raw_codex_custom_headers_default_headers>rr=r_API_KEY)PROVIDER_REGISTRYcg|]C}t|t|d,|dA|DSr7r2r)r?r3rfs r zinit_agent..s_'''"#)!T22'78uuZ7H7H'MNUUSZ^^''''r"r7r2rSkey_env api_key_envr8)r2rexplicit_base_urlexplicit_api_keyz Provider 'z:' is set in config.yaml but no API key was found. 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'(uuZ'8'8! =>UU7^^! ! ! ! r"u🔄 Fallback model:  (u🔄 Fallback chain (z providers): u → c3>K|]}|dd|ddVdS)r2rr7rNrrs r zinit_agent..s;``Q!G*@@* @@@``````r")r^r`rcc*h|]}|ddSfunctionrr)rtools r zinit_agent..s"!S!S!St$z"26":!S!S!Sr"u🛠️ Loaded z tools: z, u ✅ Enabled toolsets: u ❌ Disabled toolsets: u@🛠️ No tools loaded (all tools filtered out or unavailable))KANBAN_GUIDANCE kanban_showcg|] \}}|| Srr)rr availables r rzinit_agent..s"ZZZyPYZZZZr"u=⚠️ Some tools may not work due to missing requirements: u📝 Trajectory saving enabled<u🔒 Ephemeral system prompt: 'z' (not saved to trajectories)znative AnthropiczAnthropic-compatible endpointzClaude via OpenRouteru💾 Prompt caching: ENABLED (z TTL)z %Y%m%d_%H%M%S_)set_current_session_idHERMES_SESSION_IDsessions)parentsexist_okwrite_json_snapshotsassistant_tool foreground)CheckpointManager)enabled max_snapshotsmax_total_size_mbmax_file_size_mb)rZr}r|) TodoStoretool_loop_guardrailsz&Tool loop guardrail config ignored: %srRmemorymemory_enableduser_profile_enablednudge_interval) MemoryStorememory_char_limitiuser_char_limiti_)rr) MemoryManager)load_memory_providercliprimary)rorr agent_context session_titlerrrrrrrr)get_active_profile_nameagent_identityhermesagent_workspacezMemory provider '%s' activatedz/Memory provider '%s' not found or not availablez&Memory provider plugin init failed: %sch|]@}t|t|didASrrrts r rzinit_agent..T   !T"" EE*b ! ! % %f - -   r"rr)typerskillscreation_nudge_intervalrHtool_use_enforcementtask_completion_guidanceenvironment_probeapi_max_retries compression thresholdg?) _compression_threshold_for_modelr>1yestrue target_ratiog?protect_last_nrPprotect_first_nabort_on_summary_failure auxiliary)defaultcontext_lengthr|uyInvalid model.max_tokens in config.yaml: %r — must be a positive integer (e.g. 4096). Falling back to provider default.u. ⚠ Invalid model.max_tokens in config.yaml: zO Must be a positive integer (e.g. 4096). Falling back to provider default. )fileuInvalid model.context_length in config.yaml: %r — must be a plain integer (e.g. 256000, not '256K'). Falling back to auto-detection.u2 ⚠ Invalid model.context_length in config.yaml: zf Must be a plain integer (e.g. 256000, not '256K'). Falling back to auto-detected context window. )get_compatible_custom_providersr9)"get_custom_provider_context_length)r2r8r9modelsuInvalid context_length for model %r in custom_providers: %r — must be a positive integer (e.g. 256000, not '256K'). Falling back to auto-detection.u& ⚠ Invalid context_length for model z in custom_providers: zi Must be a positive integer (e.g. 256000, not '256K'). 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