{"role": "session_meta", "tools": [{"type": "function", "function": {"name": "browser_back", "description": "Navigate back to the previous page in browser history. Requires browser_navigate to be called first.", "parameters": {"type": "object", "properties": {}}}}, {"type": "function", "function": {"name": "browser_click", "description": "Click on an element identified by its ref ID from the snapshot (e.g., '@e5'). The ref IDs are shown in square brackets in the snapshot output. Requires browser_navigate and browser_snapshot to be called first.", "parameters": {"type": "object", "properties": {"ref": {"type": "string", "description": "The element reference from the snapshot (e.g., '@e5', '@e12')"}}, "required": ["ref"]}}}, {"type": "function", "function": {"name": "browser_console", "description": "Get browser console output and JavaScript errors from the current page. Returns console.log/warn/error/info messages and uncaught JS exceptions. Use this to detect silent JavaScript errors, failed API calls, and application warnings. Requires browser_navigate to be called first. When 'expression' is provided, evaluates JavaScript in the page context and returns the result — use this for DOM inspection, reading page state, or extracting data programmatically.", "parameters": {"type": "object", "properties": {"clear": {"type": "boolean", "default": false, "description": "If true, clear the message buffers after reading"}, "expression": {"type": "string", "description": "JavaScript expression to evaluate in the page context. Runs in the browser like DevTools console — full access to DOM, window, document. Return values are serialized to JSON. Example: 'document.title' or 'document.querySelectorAll(\"a\").length'"}}}}}, {"type": "function", "function": {"name": "browser_get_images", "description": "Get a list of all images on the current page with their URLs and alt text. Useful for finding images to analyze with the vision tool. Requires browser_navigate to be called first.", "parameters": {"type": "object", "properties": {}}}}, {"type": "function", "function": {"name": "browser_navigate", "description": "Navigate to a URL in the browser. Initializes the session and loads the page. Must be called before other browser tools. For plain-text endpoints — URLs ending in .md, .txt, .json, .yaml, .yml, .csv, .xml, raw.githubusercontent.com, or any documented API endpoint — prefer curl via the terminal tool or web_extract; the browser stack is overkill and much slower for these. Use browser tools when you need to interact with a page (click, fill forms, dynamic content). Returns a compact page snapshot with interactive elements and ref IDs — no need to call browser_snapshot separately after navigating.", "parameters": {"type": "object", "properties": {"url": {"type": "string", "description": "The URL to navigate to (e.g., 'https://example.com')"}}, "required": ["url"]}}}, {"type": "function", "function": {"name": "browser_press", "description": "Press a keyboard key. Useful for submitting forms (Enter), navigating (Tab), or keyboard shortcuts. Requires browser_navigate to be called first.", "parameters": {"type": "object", "properties": {"key": {"type": "string", "description": "Key to press (e.g., 'Enter', 'Tab', 'Escape', 'ArrowDown')"}}, "required": ["key"]}}}, {"type": "function", "function": {"name": "browser_scroll", "description": "Scroll the page in a direction. Use this to reveal more content that may be below or above the current viewport. Requires browser_navigate to be called first.", "parameters": {"type": "object", "properties": {"direction": {"type": "string", "enum": ["up", "down"], "description": "Direction to scroll"}}, "required": ["direction"]}}}, {"type": "function", "function": {"name": "browser_snapshot", "description": "Get a text-based snapshot of the current page's accessibility tree. Returns interactive elements with ref IDs (like @e1, @e2) for browser_click and browser_type. full=false (default): compact view with interactive elements. full=true: complete page content. Snapshots over 8000 chars are truncated or LLM-summarized. Requires browser_navigate first. Note: browser_navigate already returns a compact snapshot — use this to refresh after interactions that change the page, or with full=true for complete content.", "parameters": {"type": "object", "properties": {"full": {"type": "boolean", "description": "If true, returns complete page content. If false (default), returns compact view with interactive elements only.", "default": false}}}}}, {"type": "function", "function": {"name": "browser_type", "description": "Type text into an input field identified by its ref ID. Clears the field first, then types the new text. Requires browser_navigate and browser_snapshot to be called first.", "parameters": {"type": "object", "properties": {"ref": {"type": "string", "description": "The element reference from the snapshot (e.g., '@e3')"}, "text": {"type": "string", "description": "The text to type into the field"}}, "required": ["ref", "text"]}}}, {"type": "function", "function": {"name": "browser_vision", "description": "Take a screenshot of the current page and analyze it with vision AI. Use this when you need to visually understand what's on the page - especially useful for CAPTCHAs, visual verification challenges, complex layouts, or when the text snapshot doesn't capture important visual information. Returns both the AI analysis and a screenshot_path that you can share with the user by including MEDIA: in your response. Requires browser_navigate to be called first.", "parameters": {"type": "object", "properties": {"question": {"type": "string", "description": "What you want to know about the page visually. Be specific about what you're looking for."}, "annotate": {"type": "boolean", "default": false, "description": "If true, overlay numbered [N] labels on interactive elements. Each [N] maps to ref @eN for subsequent browser commands. Useful for QA and spatial reasoning about page layout."}}, "required": ["question"]}}}, {"type": "function", "function": {"name": "clarify", "description": "Ask the user a question when you need clarification, feedback, or a decision before proceeding. Supports two modes:\n\n1. **Multiple choice** — provide up to 4 choices. The user picks one or types their own answer via a 5th 'Other' option.\n2. **Open-ended** — omit choices entirely. The user types a free-form response.\n\nUse this tool when:\n- The task is ambiguous and you need the user to choose an approach\n- You want post-task feedback ('How did that work out?')\n- You want to offer to save a skill or update memory\n- A decision has meaningful trade-offs the user should weigh in on\n\nDo NOT use this tool for simple yes/no confirmation of dangerous commands (the terminal tool handles that). Prefer making a reasonable default choice yourself when the decision is low-stakes.", "parameters": {"type": "object", "properties": {"question": {"type": "string", "description": "The question to present to the user."}, "choices": {"type": "array", "items": {"type": "string"}, "maxItems": 4, "description": "Up to 4 answer choices. Omit this parameter entirely to ask an open-ended question. When provided, the UI automatically appends an 'Other (type your answer)' option."}}, "required": ["question"]}}}, {"type": "function", "function": {"name": "cronjob", "description": "Manage scheduled cron jobs with a single compressed tool.\n\nUse action='create' to schedule a new job from a prompt or one or more skills.\nUse action='list' to inspect jobs.\nUse action='update', 'pause', 'resume', 'remove', or 'run' to manage an existing job.\n\nTo stop a job the user no longer wants: first action='list' to find the job_id, then action='remove' with that job_id. Never guess job IDs — always list first.\n\nJobs run in a fresh session with no current-chat context, so prompts must be self-contained.\nIf skills are provided on create, the future cron run loads those skills in order, then follows the prompt as the task instruction.\nOn update, passing skills=[] clears attached skills.\n\nNOTE: The agent's final response is auto-delivered to the target. Put the primary\nuser-facing content in the final response. Cron jobs run autonomously with no user\npresent — they cannot ask questions or request clarification.\n\nImportant safety rule: cron-run sessions should not recursively schedule more cron jobs.", "parameters": {"type": "object", "properties": {"action": {"type": "string", "description": "One of: create, list, update, pause, resume, remove, run"}, "job_id": {"type": "string", "description": "Required for update/pause/resume/remove/run"}, "prompt": {"type": "string", "description": "For create: the full self-contained prompt. If skills are also provided, this becomes the task instruction paired with those skills."}, "schedule": {"type": "string", "description": "For create/update: '30m', 'every 2h', '0 9 * * *', or ISO timestamp"}, "name": {"type": "string", "description": "Optional human-friendly name"}, "repeat": {"type": "integer", "description": "Optional repeat count. Omit for defaults (once for one-shot, forever for recurring)."}, "deliver": {"type": "string", "description": "Omit this parameter to auto-deliver back to the current chat and topic (recommended). Auto-detection preserves thread/topic context. Only set explicitly when the user asks to deliver somewhere OTHER than the current conversation. Values: 'origin' (same as omitting), 'local' (no delivery, save only), or platform:chat_id:thread_id for a specific destination. Examples: 'telegram:-1001234567890:17585', 'discord:#engineering', 'sms:+15551234567'. WARNING: 'platform:chat_id' without :thread_id loses topic targeting."}, "skills": {"type": "array", "items": {"type": "string"}, "description": "Optional ordered list of skill names to load before executing the cron prompt. On update, pass an empty array to clear attached skills."}, "model": {"type": "object", "description": "Optional per-job model override. If provider is omitted, the current main provider is pinned at creation time so the job stays stable.", "properties": {"provider": {"type": "string", "description": "Provider name (e.g. 'openrouter', 'anthropic', or 'custom:' for a provider defined in custom_providers config — always include the ':' suffix, never pass the bare 'custom'). Omit to use and pin the current provider."}, "model": {"type": "string", "description": "Model name (e.g. 'anthropic/claude-sonnet-4', 'claude-sonnet-4')"}}, "required": ["model"]}, "script": {"type": "string", "description": "Optional path to a Python script that runs before each cron job execution. Its stdout is injected into the prompt as context. Use for data collection and change detection. Relative paths resolve under ~/.hermes/scripts/. On update, pass empty string to clear."}, "context_from": {"type": "array", "items": {"type": "string"}, "description": "Optional job ID or list of job IDs whose most recent completed output is injected into the prompt as context before each run. Use this to chain cron jobs: job A collects data, job B processes it. Each entry must be a valid job ID (from cronjob action='list'). Note: injects the most recent completed output — does not wait for upstream jobs running in the same tick. On update, pass an empty array to clear."}, "enabled_toolsets": {"type": "array", "items": {"type": "string"}, "description": "Optional list of toolset names to restrict the job's agent to (e.g. [\"web\", \"terminal\", \"file\", \"delegation\"]). When set, only tools from these toolsets are loaded, significantly reducing input token overhead. When omitted, all default tools are loaded. Infer from the job's prompt — e.g. use \"web\" if it calls web_search, \"terminal\" if it runs scripts, \"file\" if it reads files, \"delegation\" if it calls delegate_task. On update, pass an empty array to clear."}, "workdir": {"type": "string", "description": "Optional absolute path to run the job from. When set, AGENTS.md / CLAUDE.md / .cursorrules from that directory are injected into the system prompt, and the terminal/file/code_exec tools use it as their working directory — useful for running a job inside a specific project repo. Must be an absolute path that exists. When unset (default), preserves the original behaviour: no project context files, tools use the scheduler's cwd. On update, pass an empty string to clear. Jobs with workdir run sequentially (not parallel) to keep per-job directories isolated."}}, "required": ["action"]}}}, {"type": "function", "function": {"name": "delegate_task", "description": "Spawn one or more subagents to work on tasks in isolated contexts. Each subagent gets its own conversation, terminal session, and toolset. Only the final summary is returned -- intermediate tool results never enter your context window.\n\nTWO MODES (one of 'goal' or 'tasks' is required):\n1. Single task: provide 'goal' (+ optional context, toolsets)\n2. Batch (parallel): provide 'tasks' array with up to delegation.max_concurrent_children items (default 3, configurable via config.yaml, no hard ceiling). All run concurrently and results are returned together. Nested delegation requires role='orchestrator' and delegation.max_spawn_depth >= 2.\n\nWHEN TO USE delegate_task:\n- Reasoning-heavy subtasks (debugging, code review, research synthesis)\n- Tasks that would flood your context with intermediate data\n- Parallel independent workstreams (research A and B simultaneously)\n\nWHEN NOT TO USE (use these instead):\n- Mechanical multi-step work with no reasoning needed -> use execute_code\n- Single tool call -> just call the tool directly\n- Tasks needing user interaction -> subagents cannot use clarify\n- Durable long-running work that must outlive the current turn -> use cronjob (action='create') or terminal(background=True, notify_on_complete=True) instead. delegate_task runs SYNCHRONOUSLY inside the parent turn: if the parent is interrupted (user sends a new message, /stop, /new) the child is cancelled with status='interrupted' and its work is discarded. Children cannot continue in the background.\n\nIMPORTANT:\n- Subagents have NO memory of your conversation. Pass all relevant info (file paths, error messages, constraints) via the 'context' field.\n- If the user is writing in a non-English language, or asked for output in a specific language / tone / style, say so in 'context' (e.g. \"respond in Chinese\", \"return output in Japanese\"). Otherwise subagents default to English and their summaries will contaminate your final reply with the wrong language.\n- Subagent summaries are SELF-REPORTS, not verified facts. A subagent that claims \"uploaded successfully\" or \"file written\" may be wrong. For operations with external side-effects (HTTP POST/PUT, remote writes, file creation at shared paths, publishing), require the subagent to return a verifiable handle (URL, ID, absolute path, HTTP status) and verify it yourself — fetch the URL, stat the file, read back the content — before telling the user the operation succeeded.\n- Leaf subagents (role='leaf', the default) CANNOT call: delegate_task, clarify, memory, send_message, execute_code.\n- Orchestrator subagents (role='orchestrator') retain delegate_task so they can spawn their own workers, but still cannot use clarify, memory, send_message, or execute_code. Orchestrators are bounded by delegation.max_spawn_depth (default 2) and can be disabled globally via delegation.orchestrator_enabled=false.\n- Each subagent gets its own terminal session (separate working directory and state).\n- Results are always returned as an array, one entry per task.", "parameters": {"type": "object", "properties": {"goal": {"type": "string", "description": "What the subagent should accomplish. Be specific and self-contained -- the subagent knows nothing about your conversation history."}, "context": {"type": "string", "description": "Background information the subagent needs: file paths, error messages, project structure, constraints. The more specific you are, the better the subagent performs."}, "toolsets": {"type": "array", "items": {"type": "string"}, "description": "Toolsets to enable for this subagent. Default: inherits your enabled toolsets. Available toolsets: 'browser', 'cronjob', 'discord', 'discord_admin', 'feishu_doc', 'feishu_drive', 'file', 'homeassistant', 'image_gen', 'kanban', 'search', 'session_search', 'skills', 'spotify', 'terminal', 'todo', 'tts', 'video', 'vision', 'web', 'yuanbao'. Common patterns: ['terminal', 'file'] for code work, ['web'] for research, ['browser'] for web interaction, ['terminal', 'file', 'web'] for full-stack tasks."}, "tasks": {"type": "array", "items": {"type": "object", "properties": {"goal": {"type": "string", "description": "Task goal"}, "context": {"type": "string", "description": "Task-specific context"}, "toolsets": {"type": "array", "items": {"type": "string"}, "description": "Toolsets for this specific task. Available: 'browser', 'cronjob', 'discord', 'discord_admin', 'feishu_doc', 'feishu_drive', 'file', 'homeassistant', 'image_gen', 'kanban', 'search', 'session_search', 'skills', 'spotify', 'terminal', 'todo', 'tts', 'video', 'vision', 'web', 'yuanbao'. Use 'web' for network access, 'terminal' for shell, 'browser' for web interaction."}, "acp_command": {"type": "string", "description": "Per-task ACP command override (e.g. 'claude'). Overrides the top-level acp_command for this task only."}, "acp_args": {"type": "array", "items": {"type": "string"}, "description": "Per-task ACP args override."}, "role": {"type": "string", "enum": ["leaf", "orchestrator"], "description": "Per-task role override. See top-level 'role' for semantics."}}, "required": ["goal"]}, "description": "Batch mode: tasks to run in parallel (limit configurable via delegation.max_concurrent_children, default 3). Each gets its own subagent with isolated context and terminal session. When provided, top-level goal/context/toolsets are ignored."}, "role": {"type": "string", "enum": ["leaf", "orchestrator"], "description": "Role of the child agent. 'leaf' (default) = focused worker, cannot delegate further. 'orchestrator' = can use delegate_task to spawn its own workers. Requires delegation.max_spawn_depth >= 2 in config; ignored (treated as 'leaf') when the child would exceed max_spawn_depth or when delegation.orchestrator_enabled=false."}, "acp_command": {"type": "string", "description": "Override ACP command for child agents (e.g. 'claude', 'copilot'). When set, children use ACP subprocess transport instead of inheriting the parent's transport. Enables spawning Claude Code (claude --acp --stdio) or other ACP-capable agents from any parent, including Discord/Telegram/CLI."}, "acp_args": {"type": "array", "items": {"type": "string"}, "description": "Arguments for the ACP command (default: ['--acp', '--stdio']). Only used when acp_command is set. Example: ['--acp', '--stdio', '--model', 'claude-opus-4-6']"}}}}}, {"type": "function", "function": {"name": "execute_code", "description": "Run a Python script that can call Hermes tools programmatically. Use this when you need 3+ tool calls with processing logic between them, need to filter/reduce large tool outputs before they enter your context, need conditional branching (if X then Y else Z), or need to loop (fetch N pages, process N files, retry on failure).\n\nUse normal tool calls instead when: single tool call with no processing, you need to see the full result and apply complex reasoning, or the task requires interactive user input.\n\nAvailable via `from hermes_tools import ...`:\n\n read_file(path: str, offset: int = 1, limit: int = 500) -> dict\n Lines are 1-indexed. Returns {\"content\": \"...\", \"total_lines\": N}\n write_file(path: str, content: str) -> dict\n Always overwrites the entire file.\n search_files(pattern: str, target=\"content\", path=\".\", file_glob=None, limit=50) -> dict\n target: \"content\" (search inside files) or \"files\" (find files by name). Returns {\"matches\": [...]}\n patch(path: str, old_string: str, new_string: str, replace_all: bool = False) -> dict\n Replaces old_string with new_string in the file.\n terminal(command: str, timeout=None, workdir=None) -> dict\n Foreground only (no background/pty). Returns {\"output\": \"...\", \"exit_code\": N}\n\nLimits: 5-minute timeout, 50KB stdout cap, max 50 tool calls per script. terminal() is foreground-only (no background or pty).\n\nScripts run in the session's working directory with the active venv's python, so project deps (pandas, etc.) and relative paths work like in terminal().\n\nPrint your final result to stdout. Use Python stdlib (json, re, math, csv, datetime, collections, etc.) for processing between tool calls.\n\nAlso available (no import needed — built into hermes_tools):\n json_parse(text: str) — json.loads with strict=False; use for terminal() output with control chars\n shell_quote(s: str) — shlex.quote(); use when interpolating dynamic strings into shell commands\n retry(fn, max_attempts=3, delay=2) — retry with exponential backoff for transient failures", "parameters": {"type": "object", "properties": {"code": {"type": "string", "description": "Python code to execute. Import tools with `from hermes_tools import terminal, ...` and print your final result to stdout."}}, "required": ["code"]}}}, {"type": "function", "function": {"name": "image_generate", "description": "Generate high-quality images from text prompts. The underlying backend (FAL, OpenAI, etc.) and model are user-configured and not selectable by the agent. Returns either a URL or an absolute file path in the `image` field; display it with markdown ![description](url-or-path) and the gateway will deliver it.", "parameters": {"type": "object", "properties": {"prompt": {"type": "string", "description": "The text prompt describing the desired image. Be detailed and descriptive."}, "aspect_ratio": {"type": "string", "enum": ["landscape", "square", "portrait"], "description": "The aspect ratio of the generated image. 'landscape' is 16:9 wide, 'portrait' is 16:9 tall, 'square' is 1:1.", "default": "landscape"}}, "required": ["prompt"]}}}, {"type": "function", "function": {"name": "mcp_airtable_create_comment", "description": "Create a comment on a record", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "tableId": {"type": "string", "description": "The ID or name of the table"}, "recordId": {"type": "string", "description": "The ID of the record"}, "text": {"type": "string", "description": "The comment text"}, "parentCommentId": {"description": "Optional parent comment ID for threaded replies", "type": "string"}}, "required": ["baseId", "tableId", "recordId", "text"]}}}, {"type": "function", "function": {"name": "mcp_airtable_create_field", "description": "Create a new field in a table", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "tableId": {"type": "string", "description": "The ID or name of the table"}, "nested": {"type": "object", "properties": {"field": {"type": "object", "propertyNames": {"type": "string"}, "additionalProperties": {}, "description": "Field definition", "properties": {}}}, "required": ["field"]}}, "required": ["baseId", "tableId", "nested"]}}}, {"type": "function", "function": {"name": "mcp_airtable_create_record", "description": "Create a new record in a table", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "tableId": {"type": "string", "description": "The ID or name of the table"}, "fields": {"type": "object", "propertyNames": {"type": "string"}, "additionalProperties": {}, "description": "The fields for the new record", "properties": {}}}, "required": ["baseId", "tableId", "fields"]}}}, {"type": "function", "function": {"name": "mcp_airtable_create_table", "description": "Create a new table in a base", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "name": {"type": "string", "description": "The name of the table"}, "fields": {"type": "array", "items": {"type": "object", "propertyNames": {"type": "string"}, "additionalProperties": {}, "properties": {}}, "description": "Array of field definitions"}, "description": {"description": "Optional description for the table", "type": "string"}}, "required": ["baseId", "name", "fields"]}}}, {"type": "function", "function": {"name": "mcp_airtable_delete_records", "description": "Delete records from a table", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "tableId": {"type": "string", "description": "The ID or name of the table"}, "recordIds": {"type": "array", "items": {"type": "string"}, "description": "Array of record IDs to delete"}}, "required": ["baseId", "tableId", "recordIds"]}}}, {"type": "function", "function": {"name": "mcp_airtable_describe_table", "description": "Get detailed information about a specific table", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "tableId": {"type": "string", "description": "The ID or name of the table"}, "detailLevel": {"default": "full", "type": "string", "enum": ["tableIdentifiersOnly", "identifiersOnly", "full"], "description": "Detail level for table information:\n- tableIdentifiersOnly: table IDs and names\n- identifiersOnly: table, field, and view IDs and names\n- full: complete details including field types, descriptions, and configurations\n\nNote for LLMs: To optimize context window usage, request the minimum detail level needed:\n- Use 'tableIdentifiersOnly' when you only need to list or reference tables\n- Use 'identifiersOnly' when you need to work with field or view references\n- Only use 'full' when you need field types, descriptions, or other detailed configuration\n\nIf you only need detailed information on a few tables in a base with many complex tables, it might be more efficient for you to use list_tables with tableIdentifiersOnly, then describe_table with full on the specific tables you want."}}, "required": ["baseId", "tableId"]}}}, {"type": "function", "function": {"name": "mcp_airtable_get_prompt", "description": "Get a prompt by name from MCP server 'airtable'", "parameters": {"type": "object", "properties": {"name": {"type": "string", "description": "Name of the prompt to retrieve"}, "arguments": {"type": "object", "description": "Optional arguments to pass to the prompt", "properties": {}, "additionalProperties": true}}, "required": ["name"]}}}, {"type": "function", "function": {"name": "mcp_airtable_get_record", "description": "Get a specific record by ID", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "tableId": {"type": "string", "description": "The ID or name of the table"}, "recordId": {"type": "string", "description": "The ID of the record"}}, "required": ["baseId", "tableId", "recordId"]}}}, {"type": "function", "function": {"name": "mcp_airtable_list_bases", "description": "List all accessible Airtable bases", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {}}}}, {"type": "function", "function": {"name": "mcp_airtable_list_comments", "description": "List comments on a record", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "tableId": {"type": "string", "description": "The ID or name of the table"}, "recordId": {"type": "string", "description": "The ID of the record"}, "pageSize": {"description": "Number of comments to return (max 100, default 100)", "type": "number"}, "offset": {"description": "Offset for pagination", "type": "string"}}, "required": ["baseId", "tableId", "recordId"]}}}, {"type": "function", "function": {"name": "mcp_airtable_list_prompts", "description": "List available prompts from MCP server 'airtable'", "parameters": {"type": "object", "properties": {}}}}, {"type": "function", "function": {"name": "mcp_airtable_list_records", "description": "List records from a table", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "tableId": {"type": "string", "description": "The ID or name of the table"}, "view": {"description": "The name or ID of a view in the table", "type": "string"}, "maxRecords": {"description": "The maximum total number of records that will be returned", "type": "number"}, "filterByFormula": {"description": "A formula used to filter records", "type": "string"}, "sort": {"description": "A list of sort objects that specifies how the records will be ordered", "type": "array", "items": {"type": "object", "properties": {"field": {"type": "string"}, "direction": {"type": "string", "enum": ["asc", "desc"]}}, "required": ["field"]}}}, "required": ["baseId", "tableId"]}}}, {"type": "function", "function": {"name": "mcp_airtable_list_resources", "description": "List available resources from MCP server 'airtable'", "parameters": {"type": "object", "properties": {}}}}, {"type": "function", "function": {"name": "mcp_airtable_list_tables", "description": "List all tables in a specific base", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "detailLevel": {"default": "full", "type": "string", "enum": ["tableIdentifiersOnly", "identifiersOnly", "full"], "description": "Detail level for table information:\n- tableIdentifiersOnly: table IDs and names\n- identifiersOnly: table, field, and view IDs and names\n- full: complete details including field types, descriptions, and configurations\n\nNote for LLMs: To optimize context window usage, request the minimum detail level needed:\n- Use 'tableIdentifiersOnly' when you only need to list or reference tables\n- Use 'identifiersOnly' when you need to work with field or view references\n- Only use 'full' when you need field types, descriptions, or other detailed configuration\n\nIf you only need detailed information on a few tables in a base with many complex tables, it might be more efficient for you to use list_tables with tableIdentifiersOnly, then describe_table with full on the specific tables you want."}}, "required": ["baseId"]}}}, {"type": "function", "function": {"name": "mcp_airtable_read_resource", "description": "Read a resource by URI from MCP server 'airtable'", "parameters": {"type": "object", "properties": {"uri": {"type": "string", "description": "URI of the resource to read"}}, "required": ["uri"]}}}, {"type": "function", "function": {"name": "mcp_airtable_search_records", "description": "Search for records containing specific text", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "tableId": {"type": "string", "description": "The ID or name of the table"}, "searchTerm": {"type": "string", "description": "The text to search for"}, "fieldIds": {"description": "Optional array of field IDs to search in", "type": "array", "items": {"type": "string"}}, "maxRecords": {"description": "The maximum total number of records that will be returned", "type": "number"}, "view": {"description": "The name or ID of a view in the table", "type": "string"}}, "required": ["baseId", "tableId", "searchTerm"]}}}, {"type": "function", "function": {"name": "mcp_airtable_update_field", "description": "Update a field's name or description", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "tableId": {"type": "string", "description": "The ID or name of the table"}, "fieldId": {"type": "string", "description": "The ID of the field"}, "name": {"description": "New name for the field", "type": "string"}, "description": {"description": "New description for the field", "type": "string"}}, "required": ["baseId", "tableId", "fieldId"]}}}, {"type": "function", "function": {"name": "mcp_airtable_update_records", "description": "Update up to 10 records in a table", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "tableId": {"type": "string", "description": "The ID or name of the table"}, "records": {"type": "array", "items": {"type": "object", "properties": {"id": {"type": "string"}, "fields": {"type": "object", "propertyNames": {"type": "string"}, "additionalProperties": {}, "properties": {}}}, "required": ["id", "fields"]}, "description": "Array of records to update (max 10)"}}, "required": ["baseId", "tableId", "records"]}}}, {"type": "function", "function": {"name": "mcp_airtable_update_table", "description": "Update a table's name or description", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "tableId": {"type": "string", "description": "The ID or name of the table"}, "name": {"description": "New name for the table", "type": "string"}, "description": {"description": "New description for the table", "type": "string"}}, "required": ["baseId", "tableId"]}}}, {"type": "function", "function": {"name": "mcp_airtable_upload_attachment", "description": "Upload a file directly to an attachment field on an existing record using Airtable's upload API. Supports files up to 5 MB. For larger files, use create_record or update_records with a public URL. The record must already exist.", "parameters": {"$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "properties": {"baseId": {"type": "string", "description": "The ID of the base"}, "recordId": {"type": "string", "description": "The ID of the existing record (e.g. recXXXXXXXXXXXXXX)"}, "attachmentFieldIdOrName": {"type": "string", "description": "The ID or name of the attachment field (e.g. fldXXXXXXXXXXXXXX or \"Images\")"}, "file": {"type": "string", "description": "Raw base64-encoded file content (no data URL prefix)"}, "filename": {"type": "string", "description": "Filename for the attachment (e.g. \"image.jpg\")"}, "contentType": {"type": "string", "description": "MIME type of the file (e.g. \"image/jpeg\", \"image/png\", \"application/pdf\")"}}, "required": ["baseId", "recordId", "attachmentFieldIdOrName", "file", "filename", "contentType"]}}}, {"type": "function", "function": {"name": "memory", "description": "Save durable information to persistent memory that survives across sessions. Memory is injected into future turns, so keep it compact and focused on facts that will still matter later.\n\nWHEN TO SAVE (do this proactively, don't wait to be asked):\n- User corrects you or says 'remember this' / 'don't do that again'\n- User shares a preference, habit, or personal detail (name, role, timezone, coding style)\n- You discover something about the environment (OS, installed tools, project structure)\n- You learn a convention, API quirk, or workflow specific to this user's setup\n- You identify a stable fact that will be useful again in future sessions\n\nPRIORITY: User preferences and corrections > environment facts > procedural knowledge. The most valuable memory prevents the user from having to repeat themselves.\n\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts.\nIf you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool.\n\nTWO TARGETS:\n- 'user': who the user is -- name, role, preferences, communication style, pet peeves\n- 'memory': your notes -- environment facts, project conventions, tool quirks, lessons learned\n\nACTIONS: add (new entry), replace (update existing -- old_text identifies it), remove (delete -- old_text identifies it).\n\nSKIP: trivial/obvious info, things easily re-discovered, raw data dumps, and temporary task state.", "parameters": {"type": "object", "properties": {"action": {"type": "string", "enum": ["add", "replace", "remove"], "description": "The action to perform."}, "target": {"type": "string", "enum": ["memory", "user"], "description": "Which memory store: 'memory' for personal notes, 'user' for user profile."}, "content": {"type": "string", "description": "The entry content. Required for 'add' and 'replace'."}, "old_text": {"type": "string", "description": "Short unique substring identifying the entry to replace or remove."}}, "required": ["action", "target"]}}}, {"type": "function", "function": {"name": "patch", "description": "Targeted find-and-replace edits in files. Use this instead of sed/awk in terminal. Uses fuzzy matching (9 strategies) so minor whitespace/indentation differences won't break it. Returns a unified diff. Auto-runs syntax checks after editing.\n\nReplace mode (default): find a unique string and replace it.\nPatch mode: apply V4A multi-file patches for bulk changes.", "parameters": {"type": "object", "properties": {"mode": {"type": "string", "enum": ["replace", "patch"], "description": "Edit mode: 'replace' for targeted find-and-replace, 'patch' for V4A multi-file patches", "default": "replace"}, "path": {"type": "string", "description": "File path to edit (required for 'replace' mode)"}, "old_string": {"type": "string", "description": "Text to find in the file (required for 'replace' mode). Must be unique in the file unless replace_all=true. Include enough surrounding context to ensure uniqueness."}, "new_string": {"type": "string", "description": "Replacement text (required for 'replace' mode). Can be empty string to delete the matched text."}, "replace_all": {"type": "boolean", "description": "Replace all occurrences instead of requiring a unique match (default: false)", "default": false}, "patch": {"type": "string", "description": "V4A format patch content (required for 'patch' mode). Format:\n*** Begin Patch\n*** Update File: path/to/file\n@@ context hint @@\n context line\n-removed line\n+added line\n*** End Patch"}}, "required": ["mode"]}}}, {"type": "function", "function": {"name": "process", "description": "Manage background processes started with terminal(background=true). Actions: 'list' (show all), 'poll' (check status + new output), 'log' (full output with pagination), 'wait' (block until done or timeout), 'kill' (terminate), 'write' (send raw stdin data without newline), 'submit' (send data + Enter, for answering prompts), 'close' (close stdin/send EOF).", "parameters": {"type": "object", "properties": {"action": {"type": "string", "enum": ["list", "poll", "log", "wait", "kill", "write", "submit", "close"], "description": "Action to perform on background processes"}, "session_id": {"type": "string", "description": "Process session ID (from terminal background output). Required for all actions except 'list'."}, "data": {"type": "string", "description": "Text to send to process stdin (for 'write' and 'submit' actions)"}, "timeout": {"type": "integer", "description": "Max seconds to block for 'wait' action. Returns partial output on timeout.", "minimum": 1}, "offset": {"type": "integer", "description": "Line offset for 'log' action (default: last 200 lines)"}, "limit": {"type": "integer", "description": "Max lines to return for 'log' action", "minimum": 1}}, "required": ["action"]}}}, {"type": "function", "function": {"name": "read_file", "description": "Read a text file with line numbers and pagination. Use this instead of cat/head/tail in terminal. Output format: 'LINE_NUM|CONTENT'. Suggests similar filenames if not found. Use offset and limit for large files. Reads exceeding ~100K characters are rejected; use offset and limit to read specific sections of large files. NOTE: Cannot read images or binary files — use vision_analyze for images.", "parameters": {"type": "object", "properties": {"path": {"type": "string", "description": "Path to the file to read (absolute, relative, or ~/path)"}, "offset": {"type": "integer", "description": "Line number to start reading from (1-indexed, default: 1)", "default": 1, "minimum": 1}, "limit": {"type": "integer", "description": "Maximum number of lines to read (default: 500, max: 2000)", "default": 500, "maximum": 2000}}, "required": ["path"]}}}, {"type": "function", "function": {"name": "search_files", "description": "Search file contents or find files by name. Use this instead of grep/rg/find/ls in terminal. Ripgrep-backed, faster than shell equivalents.\n\nContent search (target='content'): Regex search inside files. Output modes: full matches with line numbers, file paths only, or match counts.\n\nFile search (target='files'): Find files by glob pattern (e.g., '*.py', '*config*'). Also use this instead of ls — results sorted by modification time.", "parameters": {"type": "object", "properties": {"pattern": {"type": "string", "description": "Regex pattern for content search, or glob pattern (e.g., '*.py') for file search"}, "target": {"type": "string", "enum": ["content", "files"], "description": "'content' searches inside file contents, 'files' searches for files by name", "default": "content"}, "path": {"type": "string", "description": "Directory or file to search in (default: current working directory)", "default": "."}, "file_glob": {"type": "string", "description": "Filter files by pattern in grep mode (e.g., '*.py' to only search Python files)"}, "limit": {"type": "integer", "description": "Maximum number of results to return (default: 50)", "default": 50}, "offset": {"type": "integer", "description": "Skip first N results for pagination (default: 0)", "default": 0}, "output_mode": {"type": "string", "enum": ["content", "files_only", "count"], "description": "Output format for grep mode: 'content' shows matching lines with line numbers, 'files_only' lists file paths, 'count' shows match counts per file", "default": "content"}, "context": {"type": "integer", "description": "Number of context lines before and after each match (grep mode only)", "default": 0}}, "required": ["pattern"]}}}, {"type": "function", "function": {"name": "send_message", "description": "Send a message to a connected messaging platform, or list available targets.\n\nIMPORTANT: When the user asks to send to a specific channel or person (not just a bare platform name), call send_message(action='list') FIRST to see available targets, then send to the correct one.\nIf the user just says a platform name like 'send to telegram', send directly to the home channel without listing first.", "parameters": {"type": "object", "properties": {"action": {"type": "string", "enum": ["send", "list"], "description": "Action to perform. 'send' (default) sends a message. 'list' returns all available channels/contacts across connected platforms."}, "target": {"type": "string", "description": "Delivery target. Format: 'platform' (uses home channel), 'platform:#channel-name', 'platform:chat_id', or 'platform:chat_id:thread_id' for Telegram topics and Discord threads. Examples: 'telegram', 'telegram:-1001234567890:17585', 'discord:999888777:555444333', 'discord:#bot-home', 'slack:#engineering', 'signal:+155****4567', 'matrix:!roomid:server.org', 'matrix:@user:server.org', 'yuanbao:direct:' (DM), 'yuanbao:group:' (group chat)"}, "message": {"type": "string", "description": "The message text to send. To send an image or file, include MEDIA: (e.g. 'MEDIA:/tmp/hermes/cache/img_xxx.jpg') in the message — the platform will deliver it as a native media attachment."}}}}}, {"type": "function", "function": {"name": "session_search", "description": "Search your long-term memory of past conversations, or browse recent sessions. This is your recall -- every past session is searchable, and this tool summarizes what happened.\n\nTWO MODES:\n1. Recent sessions (no query): Call with no arguments to see what was worked on recently. Returns titles, previews, and timestamps. Zero LLM cost, instant. Start here when the user asks what were we working on or what did we do recently.\n2. Keyword search (with query): Search for specific topics across all past sessions. Returns LLM-generated summaries of matching sessions.\n\nUSE THIS PROACTIVELY when:\n- The user says 'we did this before', 'remember when', 'last time', 'as I mentioned'\n- The user asks about a topic you worked on before but don't have in current context\n- The user references a project, person, or concept that seems familiar but isn't in memory\n- You want to check if you've solved a similar problem before\n- The user asks 'what did we do about X?' or 'how did we fix Y?'\n\nDon't hesitate to search when it is actually cross-session -- it's fast and cheap. Better to search and confirm than to guess or ask the user to repeat themselves.\n\nSearch syntax: keywords joined with OR for broad recall (elevenlabs OR baseten OR funding), phrases for exact match (\"docker networking\"), boolean (python NOT java), prefix (deploy*). IMPORTANT: Use OR between keywords for best results — FTS5 defaults to AND which misses sessions that only mention some terms. If a broad OR query returns nothing, try individual keyword searches in parallel. Returns summaries of the top matching sessions.", "parameters": {"type": "object", "properties": {"query": {"type": "string", "description": "Search query — keywords, phrases, or boolean expressions to find in past sessions. Omit this parameter entirely to browse recent sessions instead (returns titles, previews, timestamps with no LLM cost)."}, "role_filter": {"type": "string", "description": "Optional: only search messages from specific roles (comma-separated). E.g. 'user,assistant' to skip tool outputs."}, "limit": {"type": "integer", "description": "Max sessions to summarize (default: 3, max: 5).", "default": 3}}}}}, {"type": "function", "function": {"name": "skill_manage", "description": "Manage skills (create, update, delete). Skills are your procedural memory — reusable approaches for recurring task types. New skills go to ~/.hermes/skills/; existing skills can be modified wherever they live.\n\nActions: create (full SKILL.md + optional category), patch (old_string/new_string — preferred for fixes), edit (full SKILL.md rewrite — major overhauls only), delete, write_file, remove_file.\n\nOn delete, pass `absorbed_into=` when you're merging this skill's content into another one, or `absorbed_into=\"\"` when you're pruning it with no forwarding target. This lets the curator tell consolidation from pruning without guessing, so downstream consumers (cron jobs that reference the old skill name, etc.) get updated correctly. The target you name in `absorbed_into` must already exist — create/patch the umbrella first, then delete.\n\nCreate when: complex task succeeded (5+ calls), errors overcome, user-corrected approach worked, non-trivial workflow discovered, or user asks you to remember a procedure.\nUpdate when: instructions stale/wrong, OS-specific failures, missing steps or pitfalls found during use. If you used a skill and hit issues not covered by it, patch it immediately.\n\nAfter difficult/iterative tasks, offer to save as a skill. Skip for simple one-offs. Confirm with user before creating/deleting.\n\nGood skills: trigger conditions, numbered steps with exact commands, pitfalls section, verification steps. Use skill_view() to see format examples.\n\nPinned skills are off-limits — all write actions refuse with a message pointing the user to `hermes curator unpin `. Don't try to route around this by renaming or recreating.", "parameters": {"type": "object", "properties": {"action": {"type": "string", "enum": ["create", "patch", "edit", "delete", "write_file", "remove_file"], "description": "The action to perform."}, "name": {"type": "string", "description": "Skill name (lowercase, hyphens/underscores, max 64 chars). Must match an existing skill for patch/edit/delete/write_file/remove_file."}, "content": {"type": "string", "description": "Full SKILL.md content (YAML frontmatter + markdown body). Required for 'create' and 'edit'. For 'edit', read the skill first with skill_view() and provide the complete updated text."}, "old_string": {"type": "string", "description": "Text to find in the file (required for 'patch'). Must be unique unless replace_all=true. Include enough surrounding context to ensure uniqueness."}, "new_string": {"type": "string", "description": "Replacement text (required for 'patch'). Can be empty string to delete the matched text."}, "replace_all": {"type": "boolean", "description": "For 'patch': replace all occurrences instead of requiring a unique match (default: false)."}, "category": {"type": "string", "description": "Optional category/domain for organizing the skill (e.g., 'devops', 'data-science', 'mlops'). Creates a subdirectory grouping. Only used with 'create'."}, "file_path": {"type": "string", "description": "Path to a supporting file within the skill directory. For 'write_file'/'remove_file': required, must be under references/, templates/, scripts/, or assets/. For 'patch': optional, defaults to SKILL.md if omitted."}, "file_content": {"type": "string", "description": "Content for the file. Required for 'write_file'."}, "absorbed_into": {"type": "string", "description": "For 'delete' only — declares intent so the curator can tell consolidation from pruning without guessing. Pass the umbrella skill name when this skill's content was merged into another (the target must already exist). Pass an empty string when the skill is truly stale and being pruned with no forwarding target. Omitting the arg on delete is supported for backward compatibility but downstream tooling (e.g. cron-job skill reference rewriting) will have to guess at intent."}}, "required": ["action", "name"]}}}, {"type": "function", "function": {"name": "skill_view", "description": "Skills allow for loading information about specific tasks and workflows, as well as scripts and templates. Load a skill's full content or access its linked files (references, templates, scripts). First call returns SKILL.md content plus a 'linked_files' dict showing available references/templates/scripts. To access those, call again with file_path parameter.", "parameters": {"type": "object", "properties": {"name": {"type": "string", "description": "The skill name (use skills_list to see available skills). For plugin-provided skills, use the qualified form 'plugin:skill' (e.g. 'superpowers:writing-plans')."}, "file_path": {"type": "string", "description": "OPTIONAL: Path to a linked file within the skill (e.g., 'references/api.md', 'templates/config.yaml', 'scripts/validate.py'). Omit to get the main SKILL.md content."}}, "required": ["name"]}}}, {"type": "function", "function": {"name": "skills_list", "description": "List available skills (name + description). Use skill_view(name) to load full content.", "parameters": {"type": "object", "properties": {"category": {"type": "string", "description": "Optional category filter to narrow results"}}}}}, {"type": "function", "function": {"name": "terminal", "description": "Execute shell commands on a Linux environment. Filesystem usually persists between calls.\n\nDo NOT use cat/head/tail to read files — use read_file instead.\nDo NOT use grep/rg/find to search — use search_files instead.\nDo NOT use ls to list directories — use search_files(target='files') instead.\nDo NOT use sed/awk to edit files — use patch instead.\nDo NOT use echo/cat heredoc to create files — use write_file instead.\nReserve terminal for: builds, installs, git, processes, scripts, network, package managers, and anything that needs a shell.\n\nForeground (default): Commands return INSTANTLY when done, even if the timeout is high. Set timeout=300 for long builds/scripts — you'll still get the result in seconds if it's fast. Prefer foreground for short commands.\nBackground: Set background=true to get a session_id. Two patterns:\n (1) Long-lived processes that never exit (servers, watchers).\n (2) Long-running tasks with notify_on_complete=true — you can keep working on other things and the system auto-notifies you when the task finishes. Great for test suites, builds, deployments, or anything that takes more than a minute.\nFor servers/watchers, do NOT use shell-level background wrappers (nohup/disown/setsid/trailing '&') in foreground mode. Use background=true so Hermes can track lifecycle and output.\nAfter starting a server, verify readiness with a health check or log signal, then run tests in a separate terminal() call. Avoid blind sleep loops.\nUse process(action=\"poll\") for progress checks, process(action=\"wait\") to block until done.\nWorking directory: Use 'workdir' for per-command cwd.\nPTY mode: Set pty=true for interactive CLI tools (Codex, Claude Code, Python REPL).\n\nDo NOT use vim/nano/interactive tools without pty=true — they hang without a pseudo-terminal. Pipe git output to cat if it might page.\n", "parameters": {"type": "object", "properties": {"command": {"type": "string", "description": "The command to execute on the VM"}, "background": {"type": "boolean", "description": "Run the command in the background. Two patterns: (1) Long-lived processes that never exit (servers, watchers). (2) Long-running tasks paired with notify_on_complete=true — you can keep working and get notified when the task finishes. For short commands, prefer foreground with a generous timeout instead.", "default": false}, "timeout": {"type": "integer", "description": "Max seconds to wait (default: 180, foreground max: 600). Returns INSTANTLY when command finishes — set high for long tasks, you won't wait unnecessarily. Foreground timeout above 600s is rejected; use background=true for longer commands.", "minimum": 1}, "workdir": {"type": "string", "description": "Working directory for this command (absolute path). Defaults to the session working directory."}, "pty": {"type": "boolean", "description": "Run in pseudo-terminal (PTY) mode for interactive CLI tools like Codex, Claude Code, or Python REPL. Only works with local and SSH backends. Default: false.", "default": false}, "notify_on_complete": {"type": "boolean", "description": "When true (and background=true), you'll be automatically notified exactly once when the process finishes. **This is the right choice for almost every long-running task** — tests, builds, deployments, multi-item batch jobs, anything that takes over a minute and has a defined end. Use this and keep working on other things; the system notifies you on exit. MUTUALLY EXCLUSIVE with watch_patterns — when both are set, watch_patterns is dropped.", "default": false}, "watch_patterns": {"type": "array", "items": {"type": "string"}, "description": "Strings to watch for in background process output. HARD RATE LIMIT: at most 1 notification per 15 seconds per process — matches arriving inside the cooldown are dropped. After 3 consecutive 15-second windows with dropped matches, watch_patterns is automatically disabled for that process and promoted to notify_on_complete behavior (one notification on exit, no more mid-process spam). USE ONLY for truly rare, one-shot mid-process signals on LONG-LIVED processes that will never exit on their own — e.g. ['Application startup complete'] on a server so you know when to hit its endpoint, or ['migration done'] on a daemon. DO NOT use for: (1) end-of-run markers like 'DONE'/'PASS' — use notify_on_complete instead; (2) error patterns like 'ERROR'/'Traceback' in loops or multi-item batch jobs — they fire on every iteration and you'll hit the strike limit fast; (3) anything you'd ever combine with notify_on_complete. When in doubt, choose notify_on_complete. MUTUALLY EXCLUSIVE with notify_on_complete — set one, not both."}}, "required": ["command"]}}}, {"type": "function", "function": {"name": "text_to_speech", "description": "Convert text to speech audio. Returns a MEDIA: path that the platform delivers as native audio. Compatible providers render as a voice bubble on Telegram; otherwise audio is sent as a regular attachment. In CLI mode, saves to ~/voice-memos/. Voice and provider are user-configured (built-in providers like edge/openai or custom command providers under tts.providers.), not model-selected.", "parameters": {"type": "object", "properties": {"text": {"type": "string", "description": "The text to convert to speech. Provider-specific character caps apply and are enforced automatically (OpenAI 4096, xAI 15000, MiniMax 10000, ElevenLabs 5k-40k depending on model); over-long input is truncated."}, "output_path": {"type": "string", "description": "Optional custom file path to save the audio. Defaults to ~/.hermes/audio_cache/.mp3"}}, "required": ["text"]}}}, {"type": "function", "function": {"name": "todo", "description": "Manage your task list for the current session. Use for complex tasks with 3+ steps or when the user provides multiple tasks. Call with no parameters to read the current list.\n\nWriting:\n- Provide 'todos' array to create/update items\n- merge=false (default): replace the entire list with a fresh plan\n- merge=true: update existing items by id, add any new ones\n\nEach item: {id: string, content: string, status: pending|in_progress|completed|cancelled}\nList order is priority. Only ONE item in_progress at a time.\nMark items completed immediately when done. If something fails, cancel it and add a revised item.\n\nAlways returns the full current list.", "parameters": {"type": "object", "properties": {"todos": {"type": "array", "description": "Task items to write. Omit to read current list.", "items": {"type": "object", "properties": {"id": {"type": "string", "description": "Unique item identifier"}, "content": {"type": "string", "description": "Task description"}, "status": {"type": "string", "enum": ["pending", "in_progress", "completed", "cancelled"], "description": "Current status"}}, "required": ["id", "content", "status"]}}, "merge": {"type": "boolean", "description": "true: update existing items by id, add new ones. false (default): replace the entire list.", "default": false}}}}}, {"type": "function", "function": {"name": "vision_analyze", "description": "Inspect an image from a URL, file path, or tool output when you need closer detail than what's visible in the conversation. If the user's image is already attached to the conversation and you can see it, just answer directly — only call this tool for images referenced by URL/path, images returned inside other tool results (browser screenshots, search thumbnails), or when you need a deeper look at a specific region the main model's vision may have missed.", "parameters": {"type": "object", "properties": {"image_url": {"type": "string", "description": "Image URL (http/https) or local file path to analyze."}, "question": {"type": "string", "description": "Your specific question or request about the image to resolve. The AI will automatically provide a complete image description AND answer your specific question."}}, "required": ["image_url", "question"]}}}, {"type": "function", "function": {"name": "write_file", "description": "Write content to a file, completely replacing existing content. Use this instead of echo/cat heredoc in terminal. Creates parent directories automatically. OVERWRITES the entire file — use 'patch' for targeted edits.", "parameters": {"type": "object", "properties": {"path": {"type": "string", "description": "Path to the file to write (will be created if it doesn't exist, overwritten if it does)"}, "content": {"type": "string", "description": "Complete content to write to the file"}}, "required": ["path", "content"]}}}], "model": "MiniMax-M2.7", "platform": "telegram", "timestamp": "2026-05-06T22:09:35.036956"} {"role": "user", "content": "[The user sent a voice message~ Here's what they said: \"Are you up-to-date with your updates? We run version 0.12, zero.\"]", "timestamp": "2026-05-06T22:09:35.036956"} {"role": "assistant", "content": "", "reasoning": "The user is asking if I'm up to date with my updates, mentioning version 0.12.0. Let me check what version I currently have.", "finish_reason": "tool_calls", "reasoning_content": "The user is asking if I'm up to date with my updates, mentioning version 0.12.0. Let me check what version I currently have.", "reasoning_details": [{"signature": "849db9dac7cedf74d7103b20df7d0e1c98d13bcaa7c476d63fec0a6e3ecb9642", "thinking": "The user is asking if I'm up to date with my updates, mentioning version 0.12.0. Let me check what version I currently have.", "type": "thinking"}], "tool_calls": [{"id": "call_function_ofd486vkrl12_1", "call_id": "call_function_ofd486vkrl12_1", "response_item_id": "fc_function_ofd486vkrl12_1", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"hermes --version 2>/dev/null || hermes version 2>/dev/null || echo \\\"no version flag\\\"\"}"}}], "timestamp": "2026-05-06T22:09:35.036956"} {"role": "tool", "name": "terminal", "content": "{\"output\": \"Hermes Agent v0.12.0 (2026.4.30)\\nProject: /usr/local/lib/hermes-agent\\nPython: 3.11.15\\nOpenAI SDK: 2.32.0\\nUpdate available: 256 commits behind — run 'hermes update'\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_ofd486vkrl12_1", "timestamp": "2026-05-06T22:09:35.036956"} {"role": "assistant", "content": "Running **v0.12.0** (2026.4.30) — you're on the same version.\n\n256 commits behind though. Want me to pull the update now?", "reasoning": "v0.12.0 is running, and there's an update available (256 commits behind). Let me update.", "finish_reason": "stop", "reasoning_content": "v0.12.0 is running, and there's an update available (256 commits behind). Let me update.", "reasoning_details": [{"signature": "2cb6f3c1b0dddf5d3840aed284fb3e86612867dfe16d47b4b93d2d61a3fe624d", "thinking": "v0.12.0 is running, and there's an update available (256 commits behind). Let me update.", "type": "thinking"}], "timestamp": "2026-05-06T22:09:35.036956"} {"role": "user", "content": "Yes", "timestamp": "2026-05-06T22:11:44.944825"} {"role": "assistant", "content": "", "reasoning": "User wants me to update Hermes. Let me run the update command.", "finish_reason": "tool_calls", "reasoning_content": "User wants me to update Hermes. Let me run the update command.", "reasoning_details": [{"signature": "addd5a78f24d21abbfd93615c2e8df03bc7ab31d4d1a7d6b42d4b30b2dc1eb56", "thinking": "User wants me to update Hermes. Let me run the update command.", "type": "thinking"}], "tool_calls": [{"id": "call_function_2w0klg0fcdcm_1", "call_id": "call_function_2w0klg0fcdcm_1", "response_item_id": "fc_function_2w0klg0fcdcm_1", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"hermes update\", \"timeout\": 120}"}}], "timestamp": "2026-05-06T22:11:44.944825"} {"role": "tool", "name": "terminal", "content": "{\"output\": \"Saved working directory and index state On main: hermes-update-autostash-20260506-121024\\n\\n[Command interrupted]\", \"exit_code\": 130, \"error\": null}", "tool_call_id": "call_function_2w0klg0fcdcm_1", "timestamp": "2026-05-06T22:11:44.944825"} {"role": "user", "content": "[System note: Your previous turn in this session was interrupted by a gateway interruption. The conversation history below is intact. If it contains unfinished tool result(s), process them first and summarize what was accomplished, then address the user's new message below.]\n\nok?", "timestamp": "2026-05-06T22:33:58.015643"} {"role": "assistant", "content": "", "reasoning": "The update was interrupted. Let me check if it completed or if there's a partial state, and try again.", "finish_reason": "tool_calls", "reasoning_content": "The update was interrupted. Let me check if it completed or if there's a partial state, and try again.", "reasoning_details": [{"signature": "d8f311c29287222195fbaf6c360154952d9309e465ebf3cd233e42c755da8605", "thinking": "The update was interrupted. Let me check if it completed or if there's a partial state, and try again.", "type": "thinking"}], "tool_calls": [{"id": "call_function_7ad22ygil312_1", "call_id": "call_function_7ad22ygil312_1", "response_item_id": "fc_function_7ad22ygil312_1", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"hermes --version && hermes update 2>&1 | tail -20\", \"timeout\": 120}"}}], "timestamp": "2026-05-06T22:33:58.015643"} {"role": "tool", "name": "terminal", "content": "{\"output\": \"Hermes Agent v0.12.0 (2026.4.30)\\nProject: /usr/local/lib/hermes-agent\\nPython: 3.11.15\\nOpenAI SDK: 2.32.0\\nUp to date\\n⚕ Updating Hermes Agent...\\n\\n→ Fetching updates...\\n✓ Already up to date!\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_7ad22ygil312_1", "timestamp": "2026-05-06T22:33:58.015643"} {"role": "assistant", "content": "Already up to date — the earlier interrupt just left a stash. You're on **v0.12.0** and fully current.", "reasoning": "It says \"Already up to date\" now. The previous interrupted command must have actually pulled the updates but was cut off. Current version is still v0.12.0. Let me check if there's a newer version available now.", "finish_reason": "stop", "reasoning_content": "It says \"Already up to date\" now. The previous interrupted command must have actually pulled the updates but was cut off. Current version is still v0.12.0. Let me check if there's a newer version available now.", "reasoning_details": [{"signature": "8a726db10ed66360483e1fb18da0ed25f58ac36bedd790379676ba5e16e35b7a", "thinking": "It says \"Already up to date\" now. The previous interrupted command must have actually pulled the updates but was cut off. Current version is still v0.12.0. Let me check if there's a newer version available now.", "type": "thinking"}], "timestamp": "2026-05-06T22:33:58.015643"} {"role": "user", "content": "can i set up multiple agents on the same Hermes agent?", "timestamp": "2026-05-06T22:35:08.140036"} {"role": "assistant", "content": "", "reasoning": "The user is asking about setting up multiple agents on Hermes Agent. This is a question about configuring Hermes itself, so I should load the hermes-agent skill first.", "finish_reason": "tool_calls", "reasoning_content": "The user is asking about setting up multiple agents on Hermes Agent. This is a question about configuring Hermes itself, so I should load the hermes-agent skill first.", "reasoning_details": [{"signature": "7ec299cbbd0724b180411268616f974f37b00d617970862be1f985c912ae39b0", "thinking": "The user is asking about setting up multiple agents on Hermes Agent. This is a question about configuring Hermes itself, so I should load the hermes-agent skill first.", "type": "thinking"}], "tool_calls": [{"id": "call_function_2qfxahey82id_1", "call_id": "call_function_2qfxahey82id_1", "response_item_id": "fc_function_2qfxahey82id_1", "type": "function", "function": {"name": "skill_view", "arguments": "{\"name\": \"hermes-agent\"}"}}], "timestamp": "2026-05-06T22:35:08.140036"} {"role": "tool", "name": "skill_view", "content": "{\"success\": true, \"name\": \"hermes-agent\", \"description\": \"Configure, extend, or contribute to Hermes Agent.\", \"tags\": [\"hermes\", \"setup\", \"configuration\", \"multi-agent\", \"spawning\", \"cli\", \"gateway\", \"development\"], \"related_skills\": [\"claude-code\", \"codex\", \"opencode\"], \"content\": \"---\\nname: hermes-agent\\ndescription: \\\"Configure, extend, or contribute to Hermes Agent.\\\"\\nversion: 2.1.0\\nauthor: Hermes Agent + Teknium\\nlicense: MIT\\nmetadata:\\n hermes:\\n tags: [hermes, setup, configuration, multi-agent, spawning, cli, gateway, development]\\n homepage: https://github.com/NousResearch/hermes-agent\\n related_skills: [claude-code, codex, opencode]\\n---\\n\\n# Hermes Agent\\n\\nHermes Agent is an open-source AI agent framework by Nous Research that runs in your terminal, messaging platforms, and IDEs. It belongs to the same category as Claude Code (Anthropic), Codex (OpenAI), and OpenClaw — autonomous coding and task-execution agents that use tool calling to interact with your system. Hermes works with any LLM provider (OpenRouter, Anthropic, OpenAI, DeepSeek, local models, and 15+ others) and runs on Linux, macOS, and WSL.\\n\\nWhat makes Hermes different:\\n\\n- **Self-improving through skills** — Hermes learns from experience by saving reusable procedures as skills. When it solves a complex problem, discovers a workflow, or gets corrected, it can persist that knowledge as a skill document that loads into future sessions. Skills accumulate over time, making the agent better at your specific tasks and environment.\\n- **Persistent memory across sessions** — remembers who you are, your preferences, environment details, and lessons learned. Pluggable memory backends (built-in, Honcho, Mem0, and more) let you choose how memory works.\\n- **Multi-platform gateway** — the same agent runs on Telegram, Discord, Slack, WhatsApp, Signal, Matrix, Email, and 10+ other platforms with full tool access, not just chat.\\n- **Provider-agnostic** — swap models and providers mid-workflow without changing anything else. Credential pools rotate across multiple API keys automatically.\\n- **Profiles** — run multiple independent Hermes instances with isolated configs, sessions, skills, and memory.\\n- **Extensible** — plugins, MCP servers, custom tools, webhook triggers, cron scheduling, and the full Python ecosystem.\\n\\nPeople use Hermes for software development, research, system administration, data analysis, content creation, home automation, and anything else that benefits from an AI agent with persistent context and full system access.\\n\\n**This skill helps you work with Hermes Agent effectively** — setting it up, configuring features, spawning additional agent instances, troubleshooting issues, finding the right commands and settings, and understanding how the system works when you need to extend or contribute to it.\\n\\n**Docs:** https://hermes-agent.nousresearch.com/docs/\\n\\n## Quick Start\\n\\n```bash\\n# Install\\ncurl -fsSL https://raw.githubusercontent.com/NousResearch/hermes-agent/main/scripts/install.sh | bash\\n\\n# Interactive chat (default)\\nhermes\\n\\n# Single query\\nhermes chat -q \\\"What is the capital of France?\\\"\\n\\n# Setup wizard\\nhermes setup\\n\\n# Change model/provider\\nhermes model\\n\\n# Check health\\nhermes doctor\\n```\\n\\n---\\n\\n## CLI Reference\\n\\n### Global Flags\\n\\n```\\nhermes [flags] [command]\\n\\n --version, -V Show version\\n --resume, -r SESSION Resume session by ID or title\\n --continue, -c [NAME] Resume by name, or most recent session\\n --worktree, -w Isolated git worktree mode (parallel agents)\\n --skills, -s SKILL Preload skills (comma-separate or repeat)\\n --profile, -p NAME Use a named profile\\n --yolo Skip dangerous command approval\\n --pass-session-id Include session ID in system prompt\\n```\\n\\nNo subcommand defaults to `chat`.\\n\\n### Chat\\n\\n```\\nhermes chat [flags]\\n -q, --query TEXT Single query, non-interactive\\n -m, --model MODEL Model (e.g. anthropic/claude-sonnet-4)\\n -t, --toolsets LIST Comma-separated toolsets\\n --provider PROVIDER Force provider (openrouter, anthropic, nous, etc.)\\n -v, --verbose Verbose output\\n -Q, --quiet Suppress banner, spinner, tool previews\\n --checkpoints Enable filesystem checkpoints (/rollback)\\n --source TAG Session source tag (default: cli)\\n```\\n\\n### Configuration\\n\\n```\\nhermes setup [section] Interactive wizard (model|terminal|gateway|tools|agent)\\nhermes model Interactive model/provider picker\\nhermes config View current config\\nhermes config edit Open config.yaml in $EDITOR\\nhermes config set KEY VAL Set a config value\\nhermes config path Print config.yaml path\\nhermes config env-path Print .env path\\nhermes config check Check for missing/outdated config\\nhermes config migrate Update config with new options\\nhermes login [--provider P] OAuth login (nous, openai-codex)\\nhermes logout Clear stored auth\\nhermes doctor [--fix] Check dependencies and config\\nhermes status [--all] Show component status\\n```\\n\\n### Tools & Skills\\n\\n```\\nhermes tools Interactive tool enable/disable (curses UI)\\nhermes tools list Show all tools and status\\nhermes tools enable NAME Enable a toolset\\nhermes tools disable NAME Disable a toolset\\n\\nhermes skills list List installed skills\\nhermes skills search QUERY Search the skills hub\\nhermes skills install ID Install a skill (ID can be a hub identifier OR a direct https://…/SKILL.md URL; pass --name to override when frontmatter has no name)\\nhermes skills inspect ID Preview without installing\\nhermes skills config Enable/disable skills per platform\\nhermes skills check Check for updates\\nhermes skills update Update outdated skills\\nhermes skills uninstall N Remove a hub skill\\nhermes skills publish PATH Publish to registry\\nhermes skills browse Browse all available skills\\nhermes skills tap add REPO Add a GitHub repo as skill source\\n```\\n\\n### MCP Servers\\n\\n```\\nhermes mcp serve Run Hermes as an MCP server\\nhermes mcp add NAME Add an MCP server (--url or --command)\\nhermes mcp remove NAME Remove an MCP server\\nhermes mcp list List configured servers\\nhermes mcp test NAME Test connection\\nhermes mcp configure NAME Toggle tool selection\\n```\\n\\n### Gateway (Messaging Platforms)\\n\\n```\\nhermes gateway run Start gateway foreground\\nhermes gateway install Install as background service\\nhermes gateway start/stop Control the service\\nhermes gateway restart Restart the service\\nhermes gateway status Check status\\nhermes gateway setup Configure platforms\\n```\\n\\nSupported platforms: Telegram, Discord, Slack, WhatsApp, Signal, Email, SMS, Matrix, Mattermost, Home Assistant, DingTalk, Feishu, WeCom, BlueBubbles (iMessage), Weixin (WeChat), API Server, Webhooks. Open WebUI connects via the API Server adapter.\\n\\nPlatform docs: https://hermes-agent.nousresearch.com/docs/user-guide/messaging/\\n\\n### Sessions\\n\\n```\\nhermes sessions list List recent sessions\\nhermes sessions browse Interactive picker\\nhermes sessions export OUT Export to JSONL\\nhermes sessions rename ID T Rename a session\\nhermes sessions delete ID Delete a session\\nhermes sessions prune Clean up old sessions (--older-than N days)\\nhermes sessions stats Session store statistics\\n```\\n\\n### Cron Jobs\\n\\n```\\nhermes cron list List jobs (--all for disabled)\\nhermes cron create SCHED Create: '30m', 'every 2h', '0 9 * * *'\\nhermes cron edit ID Edit schedule, prompt, delivery\\nhermes cron pause/resume ID Control job state\\nhermes cron run ID Trigger on next tick\\nhermes cron remove ID Delete a job\\nhermes cron status Scheduler status\\n```\\n\\n### Webhooks\\n\\n```\\nhermes webhook subscribe N Create route at /webhooks/\\nhermes webhook list List subscriptions\\nhermes webhook remove NAME Remove a subscription\\nhermes webhook test NAME Send a test POST\\n```\\n\\n### Profiles\\n\\n```\\nhermes profile list List all profiles\\nhermes profile create NAME Create (--clone, --clone-all, --clone-from)\\nhermes profile use NAME Set sticky default\\nhermes profile delete NAME Delete a profile\\nhermes profile show NAME Show details\\nhermes profile alias NAME Manage wrapper scripts\\nhermes profile rename A B Rename a profile\\nhermes profile export NAME Export to tar.gz\\nhermes profile import FILE Import from archive\\n```\\n\\n### Credential Pools\\n\\n```\\nhermes auth add Interactive credential wizard\\nhermes auth list [PROVIDER] List pooled credentials\\nhermes auth remove P INDEX Remove by provider + index\\nhermes auth reset PROVIDER Clear exhaustion status\\n```\\n\\n### Other\\n\\n```\\nhermes insights [--days N] Usage analytics\\nhermes update Update to latest version\\nhermes pairing list/approve/revoke DM authorization\\nhermes plugins list/install/remove Plugin management\\nhermes honcho setup/status Honcho memory integration (requires honcho plugin)\\nhermes memory setup/status/off Memory provider config\\nhermes completion bash|zsh Shell completions\\nhermes acp ACP server (IDE integration)\\nhermes claw migrate Migrate from OpenClaw\\nhermes uninstall Uninstall Hermes\\n```\\n\\n---\\n\\n## Slash Commands (In-Session)\\n\\nType these during an interactive chat session. New commands land fairly\\noften; if something below looks stale, run `/help` in-session for the\\nauthoritative list or see the [live slash commands reference](https://hermes-agent.nousresearch.com/docs/reference/slash-commands).\\nThe registry of record is `hermes_cli/commands.py` — every consumer\\n(autocomplete, Telegram menu, Slack mapping, `/help`) derives from it.\\n\\n### Session Control\\n```\\n/new (/reset) Fresh session\\n/clear Clear screen + new session (CLI)\\n/retry Resend last message\\n/undo Remove last exchange\\n/title [name] Name the session\\n/compress Manually compress context\\n/stop Kill background processes\\n/rollback [N] Restore filesystem checkpoint\\n/snapshot [sub] Create or restore state snapshots of Hermes config/state (CLI)\\n/background Run prompt in background\\n/queue Queue for next turn\\n/steer Inject a message after the next tool call without interrupting\\n/agents (/tasks) Show active agents and running tasks\\n/resume [name] Resume a named session\\n/goal [text|sub] Set a standing goal Hermes works on across turns until achieved\\n (subcommands: status, pause, resume, clear)\\n/redraw Force a full UI repaint (CLI)\\n```\\n\\n### Configuration\\n```\\n/config Show config (CLI)\\n/model [name] Show or change model\\n/personality [name] Set personality\\n/reasoning [level] Set reasoning (none|minimal|low|medium|high|xhigh|show|hide)\\n/verbose Cycle: off → new → all → verbose\\n/voice [on|off|tts] Voice mode\\n/yolo Toggle approval bypass\\n/busy [sub] Control what Enter does while Hermes is working (CLI)\\n (subcommands: queue, steer, interrupt, status)\\n/indicator [style] Pick the TUI busy-indicator style (CLI)\\n (styles: kaomoji, emoji, unicode, ascii)\\n/footer [on|off] Toggle gateway runtime-metadata footer on final replies\\n/skin [name] Change theme (CLI)\\n/statusbar Toggle status bar (CLI)\\n```\\n\\n### Tools & Skills\\n```\\n/tools Manage tools (CLI)\\n/toolsets List toolsets (CLI)\\n/skills Search/install skills (CLI)\\n/skill Load a skill into session\\n/reload-skills Re-scan ~/.hermes/skills/ for added/removed skills\\n/reload Reload .env variables into the running session (CLI)\\n/reload-mcp Reload MCP servers\\n/cron Manage cron jobs (CLI)\\n/curator [sub] Background skill maintenance (status, run, pin, archive, …)\\n/kanban [sub] Multi-profile collaboration board (tasks, links, comments)\\n/plugins List plugins (CLI)\\n```\\n\\n### Gateway\\n```\\n/approve Approve a pending command (gateway)\\n/deny Deny a pending command (gateway)\\n/restart Restart gateway (gateway)\\n/sethome Set current chat as home channel (gateway)\\n/update Update Hermes to latest (gateway)\\n/topic [sub] Enable or inspect Telegram DM topic sessions (gateway)\\n/platforms (/gateway) Show platform connection status (gateway)\\n```\\n\\n### Utility\\n```\\n/branch (/fork) Branch the current session\\n/fast Toggle priority/fast processing\\n/browser Open CDP browser connection\\n/history Show conversation history (CLI)\\n/save Save conversation to file (CLI)\\n/copy [N] Copy the last assistant response to clipboard (CLI)\\n/paste Attach clipboard image (CLI)\\n/image Attach local image file (CLI)\\n```\\n\\n### Info\\n```\\n/help Show commands\\n/commands [page] Browse all commands (gateway)\\n/usage Token usage\\n/insights [days] Usage analytics\\n/gquota Show Google Gemini Code Assist quota usage (CLI)\\n/status Session info (gateway)\\n/profile Active profile info\\n/debug Upload debug report (system info + logs) and get shareable links\\n```\\n\\n### Exit\\n```\\n/quit (/exit, /q) Exit CLI\\n```\\n\\n---\\n\\n## Key Paths & Config\\n\\n```\\n~/.hermes/config.yaml Main configuration\\n~/.hermes/.env API keys and secrets\\n$HERMES_HOME/skills/ Installed skills\\n~/.hermes/sessions/ Session transcripts\\n~/.hermes/logs/ Gateway and error logs\\n~/.hermes/auth.json OAuth tokens and credential pools\\n~/.hermes/hermes-agent/ Source code (if git-installed)\\n```\\n\\nProfiles use `~/.hermes/profiles//` with the same layout.\\n\\n### Config Sections\\n\\nEdit with `hermes config edit` or `hermes config set section.key value`.\\n\\n| Section | Key options |\\n|---------|-------------|\\n| `model` | `default`, `provider`, `base_url`, `api_key`, `context_length` |\\n| `agent` | `max_turns` (90), `tool_use_enforcement` |\\n| `terminal` | `backend` (local/docker/ssh/modal), `cwd`, `timeout` (180) |\\n| `compression` | `enabled`, `threshold` (0.50), `target_ratio` (0.20) |\\n| `display` | `skin`, `tool_progress`, `show_reasoning`, `show_cost` |\\n| `stt` | `enabled`, `provider` (local/groq/openai/mistral) |\\n| `tts` | `provider` (edge/elevenlabs/openai/minimax/mistral/neutts) |\\n| `memory` | `memory_enabled`, `user_profile_enabled`, `provider` |\\n| `security` | `tirith_enabled`, `website_blocklist` |\\n| `delegation` | `model`, `provider`, `base_url`, `api_key`, `max_iterations` (50), `reasoning_effort` |\\n| `checkpoints` | `enabled`, `max_snapshots` (50) |\\n\\nFull config reference: https://hermes-agent.nousresearch.com/docs/user-guide/configuration\\n\\n### Providers\\n\\n20+ providers supported. Set via `hermes model` or `hermes setup`.\\n\\n| Provider | Auth | Key env var |\\n|----------|------|-------------|\\n| OpenRouter | API key | `OPENROUTER_API_KEY` |\\n| Anthropic | API key | `ANTHROPIC_API_KEY` |\\n| Nous Portal | OAuth | `hermes auth` |\\n| OpenAI Codex | OAuth | `hermes auth` |\\n| GitHub Copilot | Token | `COPILOT_GITHUB_TOKEN` |\\n| Google Gemini | API key | `GOOGLE_API_KEY` or `GEMINI_API_KEY` |\\n| DeepSeek | API key | `DEEPSEEK_API_KEY` |\\n| xAI / Grok | API key | `XAI_API_KEY` |\\n| Hugging Face | Token | `HF_TOKEN` |\\n| Z.AI / GLM | API key | `GLM_API_KEY` |\\n| MiniMax | API key | `MINIMAX_API_KEY` |\\n| MiniMax CN | API key | `MINIMAX_CN_API_KEY` |\\n| Kimi / Moonshot | API key | `KIMI_API_KEY` |\\n| Alibaba / DashScope | API key | `DASHSCOPE_API_KEY` |\\n| Xiaomi MiMo | API key | `XIAOMI_API_KEY` |\\n| Kilo Code | API key | `KILOCODE_API_KEY` |\\n| AI Gateway (Vercel) | API key | `AI_GATEWAY_API_KEY` |\\n| OpenCode Zen | API key | `OPENCODE_ZEN_API_KEY` |\\n| OpenCode Go | API key | `OPENCODE_GO_API_KEY` |\\n| Qwen OAuth | OAuth | `hermes login --provider qwen-oauth` |\\n| Custom endpoint | Config | `model.base_url` + `model.api_key` in config.yaml |\\n| GitHub Copilot ACP | External | `COPILOT_CLI_PATH` or Copilot CLI |\\n\\nFull provider docs: https://hermes-agent.nousresearch.com/docs/integrations/providers\\n\\n### Toolsets\\n\\nEnable/disable via `hermes tools` (interactive) or `hermes tools enable/disable NAME`.\\n\\n| Toolset | What it provides |\\n|---------|-----------------|\\n| `web` | Web search and content extraction |\\n| `search` | Web search only (subset of `web`) |\\n| `browser` | Browser automation (Browserbase, Camofox, or local Chromium) |\\n| `terminal` | Shell commands and process management |\\n| `file` | File read/write/search/patch |\\n| `code_execution` | Sandboxed Python execution |\\n| `vision` | Image analysis |\\n| `image_gen` | AI image generation |\\n| `video` | Video analysis and generation |\\n| `tts` | Text-to-speech |\\n| `skills` | Skill browsing and management |\\n| `memory` | Persistent cross-session memory |\\n| `session_search` | Search past conversations |\\n| `delegation` | Subagent task delegation |\\n| `cronjob` | Scheduled task management |\\n| `clarify` | Ask user clarifying questions |\\n| `messaging` | Cross-platform message sending |\\n| `todo` | In-session task planning and tracking |\\n| `kanban` | Multi-agent work-queue tools (gated to workers) |\\n| `debugging` | Extra introspection/debug tools (off by default) |\\n| `safe` | Minimal, low-risk toolset for locked-down sessions |\\n| `spotify` | Spotify playback and playlist control |\\n| `homeassistant` | Smart home control (off by default) |\\n| `discord` | Discord integration tools |\\n| `discord_admin` | Discord admin/moderation tools |\\n| `feishu_doc` | Feishu (Lark) document tools |\\n| `feishu_drive` | Feishu (Lark) drive tools |\\n| `yuanbao` | Yuanbao integration tools |\\n| `rl` | Reinforcement learning tools (off by default) |\\n| `moa` | Mixture of Agents (off by default) |\\n\\nFull enumeration lives in `toolsets.py` as the `TOOLSETS` dict; `_HERMES_CORE_TOOLS` is the default bundle most platforms inherit from.\\n\\nTool changes take effect on `/reset` (new session). They do NOT apply mid-conversation to preserve prompt caching.\\n\\n---\\n\\n## Security & Privacy Toggles\\n\\nCommon \\\"why is Hermes doing X to my output / tool calls / commands?\\\" toggles — and the exact commands to change them. Most of these need a fresh session (`/reset` in chat, or start a new `hermes` invocation) because they're read once at startup.\\n\\n### Secret redaction in tool output\\n\\nSecret redaction is **off by default** — tool output (terminal stdout, `read_file`, web content, subagent summaries, etc.) passes through unmodified. If the user wants Hermes to auto-mask strings that look like API keys, tokens, and secrets before they enter the conversation context and logs:\\n\\n```bash\\nhermes config set security.redact_secrets true # enable globally\\n```\\n\\n**Restart required.** `security.redact_secrets` is snapshotted at import time — toggling it mid-session (e.g. via `export HERMES_REDACT_SECRETS=true` from a tool call) will NOT take effect for the running process. Tell the user to run `hermes config set security.redact_secrets true` in a terminal, then start a new session. This is deliberate — it prevents an LLM from flipping the toggle on itself mid-task.\\n\\nDisable again with:\\n```bash\\nhermes config set security.redact_secrets false\\n```\\n\\n### PII redaction in gateway messages\\n\\nSeparate from secret redaction. When enabled, the gateway hashes user IDs and strips phone numbers from the session context before it reaches the model:\\n\\n```bash\\nhermes config set privacy.redact_pii true # enable\\nhermes config set privacy.redact_pii false # disable (default)\\n```\\n\\n### Command approval prompts\\n\\nBy default (`approvals.mode: manual`), Hermes prompts the user before running shell commands flagged as destructive (`rm -rf`, `git reset --hard`, etc.). The modes are:\\n\\n- `manual` — always prompt (default)\\n- `smart` — use an auxiliary LLM to auto-approve low-risk commands, prompt on high-risk\\n- `off` — skip all approval prompts (equivalent to `--yolo`)\\n\\n```bash\\nhermes config set approvals.mode smart # recommended middle ground\\nhermes config set approvals.mode off # bypass everything (not recommended)\\n```\\n\\nPer-invocation bypass without changing config:\\n- `hermes --yolo …`\\n- `export HERMES_YOLO_MODE=1`\\n\\nNote: YOLO / `approvals.mode: off` does NOT turn off secret redaction. They are independent.\\n\\n### Shell hooks allowlist\\n\\nSome shell-hook integrations require explicit allowlisting before they fire. Managed via `~/.hermes/shell-hooks-allowlist.json` — prompted interactively the first time a hook wants to run.\\n\\n### Disabling the web/browser/image-gen tools\\n\\nTo keep the model away from network or media tools entirely, open `hermes tools` and toggle per-platform. Takes effect on next session (`/reset`). See the Tools & Skills section above.\\n\\n---\\n\\n## Voice & Transcription\\n\\n### STT (Voice → Text)\\n\\nVoice messages from messaging platforms are auto-transcribed.\\n\\nProvider priority (auto-detected):\\n1. **Local faster-whisper** — free, no API key: `pip install faster-whisper`\\n2. **Groq Whisper** — free tier: set `GROQ_API_KEY`\\n3. **OpenAI Whisper** — paid: set `VOICE_TOOLS_OPENAI_KEY`\\n4. **Mistral Voxtral** — set `MISTRAL_API_KEY`\\n\\nConfig:\\n```yaml\\nstt:\\n enabled: true\\n provider: local # local, groq, openai, mistral\\n local:\\n model: base # tiny, base, small, medium, large-v3\\n```\\n\\n### TTS (Text → Voice)\\n\\n| Provider | Env var | Free? |\\n|----------|---------|-------|\\n| Edge TTS | None | Yes (default) |\\n| ElevenLabs | `ELEVENLABS_API_KEY` | Free tier |\\n| OpenAI | `VOICE_TOOLS_OPENAI_KEY` | Paid |\\n| MiniMax | `MINIMAX_API_KEY` | Paid |\\n| Mistral (Voxtral) | `MISTRAL_API_KEY` | Paid |\\n| NeuTTS (local) | None (`pip install neutts[all]` + `espeak-ng`) | Free |\\n\\nVoice commands: `/voice on` (voice-to-voice), `/voice tts` (always voice), `/voice off`.\\n\\n---\\n\\n## Spawning Additional Hermes Instances\\n\\nRun additional Hermes processes as fully independent subprocesses — separate sessions, tools, and environments.\\n\\n### When to Use This vs delegate_task\\n\\n| | `delegate_task` | Spawning `hermes` process |\\n|-|-----------------|--------------------------|\\n| Isolation | Separate conversation, shared process | Fully independent process |\\n| Duration | Minutes (bounded by parent loop) | Hours/days |\\n| Tool access | Subset of parent's tools | Full tool access |\\n| Interactive | No | Yes (PTY mode) |\\n| Use case | Quick parallel subtasks | Long autonomous missions |\\n\\n### One-Shot Mode\\n\\n```\\nterminal(command=\\\"hermes chat -q 'Research GRPO papers and write summary to ~/research/grpo.md'\\\", timeout=300)\\n\\n# Background for long tasks:\\nterminal(command=\\\"hermes chat -q 'Set up CI/CD for ~/myapp'\\\", background=true)\\n```\\n\\n### Interactive PTY Mode (via tmux)\\n\\nHermes uses prompt_toolkit, which requires a real terminal. Use tmux for interactive spawning:\\n\\n```\\n# Start\\nterminal(command=\\\"tmux new-session -d -s agent1 -x 120 -y 40 'hermes'\\\", timeout=10)\\n\\n# Wait for startup, then send a message\\nterminal(command=\\\"sleep 8 && tmux send-keys -t agent1 'Build a FastAPI auth service' Enter\\\", timeout=15)\\n\\n# Read output\\nterminal(command=\\\"sleep 20 && tmux capture-pane -t agent1 -p\\\", timeout=5)\\n\\n# Send follow-up\\nterminal(command=\\\"tmux send-keys -t agent1 'Add rate limiting middleware' Enter\\\", timeout=5)\\n\\n# Exit\\nterminal(command=\\\"tmux send-keys -t agent1 '/exit' Enter && sleep 2 && tmux kill-session -t agent1\\\", timeout=10)\\n```\\n\\n### Multi-Agent Coordination\\n\\n```\\n# Agent A: backend\\nterminal(command=\\\"tmux new-session -d -s backend -x 120 -y 40 'hermes -w'\\\", timeout=10)\\nterminal(command=\\\"sleep 8 && tmux send-keys -t backend 'Build REST API for user management' Enter\\\", timeout=15)\\n\\n# Agent B: frontend\\nterminal(command=\\\"tmux new-session -d -s frontend -x 120 -y 40 'hermes -w'\\\", timeout=10)\\nterminal(command=\\\"sleep 8 && tmux send-keys -t frontend 'Build React dashboard for user management' Enter\\\", timeout=15)\\n\\n# Check progress, relay context between them\\nterminal(command=\\\"tmux capture-pane -t backend -p | tail -30\\\", timeout=5)\\nterminal(command=\\\"tmux send-keys -t frontend 'Here is the API schema from the backend agent: ...' Enter\\\", timeout=5)\\n```\\n\\n### Session Resume\\n\\n```\\n# Resume most recent session\\nterminal(command=\\\"tmux new-session -d -s resumed 'hermes --continue'\\\", timeout=10)\\n\\n# Resume specific session\\nterminal(command=\\\"tmux new-session -d -s resumed 'hermes --resume 20260225_143052_a1b2c3'\\\", timeout=10)\\n```\\n\\n### Tips\\n\\n- **Prefer `delegate_task` for quick subtasks** — less overhead than spawning a full process\\n- **Use `-w` (worktree mode)** when spawning agents that edit code — prevents git conflicts\\n- **Set timeouts** for one-shot mode — complex tasks can take 5-10 minutes\\n- **Use `hermes chat -q` for fire-and-forget** — no PTY needed\\n- **Use tmux for interactive sessions** — raw PTY mode has `\\\\r` vs `\\\\n` issues with prompt_toolkit\\n- **For scheduled tasks**, use the `cronjob` tool instead of spawning — handles delivery and retry\\n\\n---\\n\\n## Durable & Background Systems\\n\\nFour systems run alongside the main conversation loop. Quick reference\\nhere; full developer notes live in `AGENTS.md`, user-facing docs under\\n`website/docs/user-guide/features/`.\\n\\n### Delegation (`delegate_task`)\\n\\nSynchronous subagent spawn — the parent waits for the child's summary\\nbefore continuing its own loop. Isolated context + terminal session.\\n\\n- **Single:** `delegate_task(goal, context, toolsets)`.\\n- **Batch:** `delegate_task(tasks=[{goal, ...}, ...])` runs children in\\n parallel, capped by `delegation.max_concurrent_children` (default 3).\\n- **Roles:** `leaf` (default; cannot re-delegate) vs `orchestrator`\\n (can spawn its own workers, bounded by `delegation.max_spawn_depth`).\\n- **Not durable.** If the parent is interrupted, the child is\\n cancelled. For work that must outlive the turn, use `cronjob` or\\n `terminal(background=True, notify_on_complete=True)`.\\n\\nConfig: `delegation.*` in `config.yaml`.\\n\\n### Cron (scheduled jobs)\\n\\nDurable scheduler — `cron/jobs.py` + `cron/scheduler.py`. Drive it via\\nthe `cronjob` tool, the `hermes cron` CLI (`list`, `add`, `edit`,\\n`pause`, `resume`, `run`, `remove`), or the `/cron` slash command.\\n\\n- **Schedules:** duration (`\\\"30m\\\"`, `\\\"2h\\\"`), \\\"every\\\" phrase\\n (`\\\"every monday 9am\\\"`), 5-field cron (`\\\"0 9 * * *\\\"`), or ISO timestamp.\\n- **Per-job knobs:** `skills`, `model`/`provider` override, `script`\\n (pre-run data collection; `no_agent=True` makes the script the whole\\n job), `context_from` (chain job A's output into job B), `workdir`\\n (run in a specific dir with its `AGENTS.md` / `CLAUDE.md` loaded),\\n multi-platform delivery.\\n- **Invariants:** 3-minute hard interrupt per run, `.tick.lock` file\\n prevents duplicate ticks across processes, cron sessions pass\\n `skip_memory=True` by default, and cron deliveries are framed with a\\n header/footer instead of being mirrored into the target gateway\\n session (keeps role alternation intact).\\n\\nUser docs: https://hermes-agent.nousresearch.com/docs/user-guide/features/cron\\n\\n### Curator (skill lifecycle)\\n\\nBackground maintenance for agent-created skills. Tracks usage, marks\\nidle skills stale, archives stale ones, keeps a pre-run tar.gz backup\\nso nothing is lost.\\n\\n- **CLI:** `hermes curator ` — `status`, `run`, `pause`, `resume`,\\n `pin`, `unpin`, `archive`, `restore`, `prune`, `backup`, `rollback`.\\n- **Slash:** `/curator ` mirrors the CLI.\\n- **Scope:** only touches skills with `created_by: \\\"agent\\\"` provenance.\\n Bundled + hub-installed skills are off-limits. **Never deletes** —\\n max destructive action is archive. Pinned skills are exempt from\\n every auto-transition and every LLM review pass.\\n- **Telemetry:** sidecar at `~/.hermes/skills/.usage.json` holds\\n per-skill `use_count`, `view_count`, `patch_count`,\\n `last_activity_at`, `state`, `pinned`.\\n\\nConfig: `curator.*` (`enabled`, `interval_hours`, `min_idle_hours`,\\n`stale_after_days`, `archive_after_days`, `backup.*`).\\nUser docs: https://hermes-agent.nousresearch.com/docs/user-guide/features/curator\\n\\n### Kanban (multi-agent work queue)\\n\\nDurable SQLite board for multi-profile / multi-worker collaboration.\\nUsers drive it via `hermes kanban `; dispatcher-spawned workers\\nsee a focused `kanban_*` toolset gated by `HERMES_KANBAN_TASK` so the\\nschema footprint is zero outside worker processes.\\n\\n- **CLI verbs (common):** `init`, `create`, `list` (alias `ls`),\\n `show`, `assign`, `link`, `unlink`, `comment`, `complete`, `block`,\\n `unblock`, `archive`, `tail`. Less common: `watch`, `stats`, `runs`,\\n `log`, `dispatch`, `daemon`, `gc`.\\n- **Worker toolset:** `kanban_show`, `kanban_complete`, `kanban_block`,\\n `kanban_heartbeat`, `kanban_comment`, `kanban_create`, `kanban_link`.\\n- **Dispatcher** runs inside the gateway by default\\n (`kanban.dispatch_in_gateway: true`) — reclaims stale claims,\\n promotes ready tasks, atomically claims, spawns assigned profiles.\\n Auto-blocks a task after ~5 consecutive spawn failures.\\n- **Isolation:** board is the hard boundary (workers get\\n `HERMES_KANBAN_BOARD` pinned in env); tenant is a soft namespace\\n within a board for workspace-path + memory-key isolation.\\n\\nUser docs: https://hermes-agent.nousresearch.com/docs/user-guide/features/kanban\\n\\n---\\n\\n## Troubleshooting\\n\\n### Voice not working\\n1. Check `stt.enabled: true` in config.yaml\\n2. Verify provider: `pip install faster-whisper` or set API key\\n3. In gateway: `/restart`. In CLI: exit and relaunch.\\n\\n### Tool not available\\n1. `hermes tools` — check if toolset is enabled for your platform\\n2. Some tools need env vars (check `.env`)\\n3. `/reset` after enabling tools\\n\\n### Model/provider issues\\n1. `hermes doctor` — check config and dependencies\\n2. `hermes login` — re-authenticate OAuth providers\\n3. Check `.env` has the right API key\\n4. **Copilot 403**: `gh auth login` tokens do NOT work for Copilot API. You must use the Copilot-specific OAuth device code flow via `hermes model` → GitHub Copilot.\\n\\n### Changes not taking effect\\n- **Tools/skills:** `/reset` starts a new session with updated toolset\\n- **Config changes:** In gateway: `/restart`. In CLI: exit and relaunch.\\n- **Code changes:** Restart the CLI or gateway process\\n\\n### Skills not showing\\n1. `hermes skills list` — verify installed\\n2. `hermes skills config` — check platform enablement\\n3. Load explicitly: `/skill name` or `hermes -s name`\\n\\n### Gateway issues\\nCheck logs first:\\n```bash\\ngrep -i \\\"failed to send\\\\|error\\\" ~/.hermes/logs/gateway.log | tail -20\\n```\\n\\nCommon gateway problems:\\n- **Gateway dies on SSH logout**: Enable linger: `sudo loginctl enable-linger $USER`\\n- **Gateway dies on WSL2 close**: WSL2 requires `systemd=true` in `/etc/wsl.conf` for systemd services to work. Without it, gateway falls back to `nohup` (dies when session closes).\\n- **Gateway crash loop**: Reset the failed state: `systemctl --user reset-failed hermes-gateway`\\n\\n### Platform-specific issues\\n- **Discord bot silent**: Must enable **Message Content Intent** in Bot → Privileged Gateway Intents.\\n- **Slack bot only works in DMs**: Must subscribe to `message.channels` event. Without it, the bot ignores public channels.\\n- **Windows HTTP 400 \\\"No models provided\\\"**: Config file encoding issue (BOM). Ensure `config.yaml` is saved as UTF-8 without BOM.\\n\\n### Auxiliary models not working\\nIf `auxiliary` tasks (vision, compression, session_search) fail silently, the `auto` provider can't find a backend. Either set `OPENROUTER_API_KEY` or `GOOGLE_API_KEY`, or explicitly configure each auxiliary task's provider:\\n```bash\\nhermes config set auxiliary.vision.provider \\nhermes config set auxiliary.vision.model \\n```\\n\\n---\\n\\n## Where to Find Things\\n\\n| Looking for... | Location |\\n|----------------|----------|\\n| Config options | `hermes config edit` or [Configuration docs](https://hermes-agent.nousresearch.com/docs/user-guide/configuration) |\\n| Available tools | `hermes tools list` or [Tools reference](https://hermes-agent.nousresearch.com/docs/reference/tools-reference) |\\n| Slash commands | `/help` in session or [Slash commands reference](https://hermes-agent.nousresearch.com/docs/reference/slash-commands) |\\n| Skills catalog | `hermes skills browse` or [Skills catalog](https://hermes-agent.nousresearch.com/docs/reference/skills-catalog) |\\n| Provider setup | `hermes model` or [Providers guide](https://hermes-agent.nousresearch.com/docs/integrations/providers) |\\n| Platform setup | `hermes gateway setup` or [Messaging docs](https://hermes-agent.nousresearch.com/docs/user-guide/messaging/) |\\n| MCP servers | `hermes mcp list` or [MCP guide](https://hermes-agent.nousresearch.com/docs/user-guide/features/mcp) |\\n| Profiles | `hermes profile list` or [Profiles docs](https://hermes-agent.nousresearch.com/docs/user-guide/profiles) |\\n| Cron jobs | `hermes cron list` or [Cron docs](https://hermes-agent.nousresearch.com/docs/user-guide/features/cron) |\\n| Memory | `hermes memory status` or [Memory docs](https://hermes-agent.nousresearch.com/docs/user-guide/features/memory) |\\n| Env variables | `hermes config env-path` or [Env vars reference](https://hermes-agent.nousresearch.com/docs/reference/environment-variables) |\\n| CLI commands | `hermes --help` or [CLI reference](https://hermes-agent.nousresearch.com/docs/reference/cli-commands) |\\n| Gateway logs | `~/.hermes/logs/gateway.log` |\\n| Session files | `~/.hermes/sessions/` or `hermes sessions browse` |\\n| Source code | `~/.hermes/hermes-agent/` |\\n\\n---\\n\\n## Contributor Quick Reference\\n\\nFor occasional contributors and PR authors. Full developer docs: https://hermes-agent.nousresearch.com/docs/developer-guide/\\n\\n### Project Layout\\n\\n```\\nhermes-agent/\\n├── run_agent.py # AIAgent — core conversation loop\\n├── model_tools.py # Tool discovery and dispatch\\n├── toolsets.py # Toolset definitions\\n├── cli.py # Interactive CLI (HermesCLI)\\n├── hermes_state.py # SQLite session store\\n├── agent/ # Prompt builder, context compression, memory, model routing, credential pooling, skill dispatch\\n├── hermes_cli/ # CLI subcommands, config, setup, commands\\n│ ├── commands.py # Slash command registry (CommandDef)\\n│ ├── config.py # DEFAULT_CONFIG, env var definitions\\n│ └── main.py # CLI entry point and argparse\\n├── tools/ # One file per tool\\n│ └── registry.py # Central tool registry\\n├── gateway/ # Messaging gateway\\n│ └── platforms/ # Platform adapters (telegram, discord, etc.)\\n├── cron/ # Job scheduler\\n├── tests/ # ~3000 pytest tests\\n└── website/ # Docusaurus docs site\\n```\\n\\nConfig: `~/.hermes/config.yaml` (settings), `~/.hermes/.env` (API keys).\\n\\n### Adding a Tool (3 files)\\n\\n**1. Create `tools/your_tool.py`:**\\n```python\\nimport json, os\\nfrom tools.registry import registry\\n\\ndef check_requirements() -> bool:\\n return bool(os.getenv(\\\"EXAMPLE_API_KEY\\\"))\\n\\ndef example_tool(param: str, task_id: str = None) -> str:\\n return json.dumps({\\\"success\\\": True, \\\"data\\\": \\\"...\\\"})\\n\\nregistry.register(\\n name=\\\"example_tool\\\",\\n toolset=\\\"example\\\",\\n schema={\\\"name\\\": \\\"example_tool\\\", \\\"description\\\": \\\"...\\\", \\\"parameters\\\": {...}},\\n handler=lambda args, **kw: example_tool(\\n param=args.get(\\\"param\\\", \\\"\\\"), task_id=kw.get(\\\"task_id\\\")),\\n check_fn=check_requirements,\\n requires_env=[\\\"EXAMPLE_API_KEY\\\"],\\n)\\n```\\n\\n**2. Add to `toolsets.py`** → `_HERMES_CORE_TOOLS` list.\\n\\nAuto-discovery: any `tools/*.py` file with a top-level `registry.register()` call is imported automatically — no manual list needed.\\n\\nAll handlers must return JSON strings. Use `get_hermes_home()` for paths, never hardcode `~/.hermes`.\\n\\n### Adding a Slash Command\\n\\n1. Add `CommandDef` to `COMMAND_REGISTRY` in `hermes_cli/commands.py`\\n2. Add handler in `cli.py` → `process_command()`\\n3. (Optional) Add gateway handler in `gateway/run.py`\\n\\nAll consumers (help text, autocomplete, Telegram menu, Slack mapping) derive from the central registry automatically.\\n\\n### Agent Loop (High Level)\\n\\n```\\nrun_conversation():\\n 1. Build system prompt\\n 2. Loop while iterations < max:\\n a. Call LLM (OpenAI-format messages + tool schemas)\\n b. If tool_calls → dispatch each via handle_function_call() → append results → continue\\n c. If text response → return\\n 3. Context compression triggers automatically near token limit\\n```\\n\\n### Testing\\n\\n```bash\\npython -m pytest tests/ -o 'addopts=' -q # Full suite\\npython -m pytest tests/tools/ -q # Specific area\\n```\\n\\n- Tests auto-redirect `HERMES_HOME` to temp dirs — never touch real `~/.hermes/`\\n- Run full suite before pushing any change\\n- Use `-o 'addopts='` to clear any baked-in pytest flags\\n\\n### Commit Conventions\\n\\n```\\ntype: concise subject line\\n\\nOptional body.\\n```\\n\\nTypes: `fix:`, `feat:`, `refactor:`, `docs:`, `chore:`\\n\\n### Key Rules\\n\\n- **Never break prompt caching** — don't change context, tools, or system prompt mid-conversation\\n- **Message role alternation** — never two assistant or two user messages in a row\\n- Use `get_hermes_home()` from `hermes_constants` for all paths (profile-safe)\\n- Config values go in `config.yaml`, secrets go in `.env`\\n- New tools need a `check_fn` so they only appear when requirements are met\\n\", \"path\": \"autonomous-ai-agents/hermes-agent/SKILL.md\", \"skill_dir\": \"/root/.hermes/skills/autonomous-ai-agents/hermes-agent\", \"linked_files\": null, \"usage_hint\": null, \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"hermes\", \"setup\", \"configuration\", \"multi-agent\", \"spawning\", \"cli\", \"gateway\", \"development\"], \"homepage\": \"https://github.com/NousResearch/hermes-agent\", \"related_skills\": [\"claude-code\", \"codex\", \"opencode\"]}}}", "tool_call_id": "call_function_2qfxahey82id_1", "timestamp": "2026-05-06T22:35:08.140036"} {"role": "assistant", "content": "Yes — two layers:\n\n**1. Profiles** (fully isolated instances)\n```bash\nhermes profile create ops # create\nhermes profile list # see all\nhermes -p ops # run as profile\n```\nEach has its own config, sessions, skills, memory. Great for separate work contexts.\n\n**2. Spawning** (parallel subprocesses for heavy lifting)\n```bash\nhermes chat -q \"task here\" & # fire-and-forget\ntmux new-session -s agent1 'hermes -w' # interactive worktree mode\n```\nEach spawn is a fully independent process.\n\nThe **profile approach** is cleaner for ongoing separate agents. The **spawn approach** is better for one-off heavy tasks you want running in parallel. Which are you after?", "reasoning": "Yes, Hermes supports multiple agents through two main mechanisms:\n\n1. **Profiles** — completely isolated Hermes instances with their own config, sessions, skills, and memory\n2. **Spawning additional Hermes processes** — via tmux or terminal backgrounding for parallel long-running tasks\n\nKey command: `hermes profile list/create/use`", "finish_reason": "stop", "reasoning_content": "Yes, Hermes supports multiple agents through two main mechanisms:\n\n1. **Profiles** — completely isolated Hermes instances with their own config, sessions, skills, and memory\n2. **Spawning additional Hermes processes** — via tmux or terminal backgrounding for parallel long-running tasks\n\nKey command: `hermes profile list/create/use`", "reasoning_details": [{"signature": "6856ffce6ad88860a61fb1e8d30def85d94257d996e1d0924117cf4879fca9e6", "thinking": "Yes, Hermes supports multiple agents through two main mechanisms:\n\n1. **Profiles** — completely isolated Hermes instances with their own config, sessions, skills, and memory\n2. **Spawning additional Hermes processes** — via tmux or terminal backgrounding for parallel long-running tasks\n\nKey command: `hermes profile list/create/use`", "type": "thinking"}], "timestamp": "2026-05-06T22:35:08.140036"} {"role": "user", "content": "ix profiles. Five active workers + one orchestrator. Curator runs on its own 7-day cycle, doesn't enter the dispatch loop.\n\nCoordination model — Kanban replaces COO-Inbox.md\nYour 2026-05-03 architecture doc specced COO-Inbox.md as the queue. Kill it. v0.12 Kanban is durable, SQLite-backed, has assignee + dependency primitives natively. Migrate the inbox concept to a Kanban board.\nFlow:\n\nRocky / Cowork writes a task to Kanban (or adds via _System/HQQueue.md → kanban-import skill on cron pulls into board).\nhermes-coo polls every 5 min. For each unassigned task: classifies, sets assignee: hermes-, sets safety_class.\nProfile dispatcher atomically claims tasks where assignee == self, spawns a fresh OS process per task (v0.12 dispatch model — not in-process subagents).\nProfile executes against its scoped workspace, writes result back to Kanban task + _AgentLog/.\nCross-project tasks: hermes-coo creates parent task with no assignee + child dependencies on per-project tasks. Closes parent when all children close. Enables LFCS-bid-won → RR-signup-followup → SiteOps-mobilisation chains.\n\nTenant namespacing per profile = hard scope. hermes-rr literally cannot touch LFCS folder via misrouted task; assignee validation rejects at claim time.\n\nTelegram surface — one bot per profile, kills the two-agent-one-chat problem\nPer your Hermes audit. Six bots:\n\n@hq_coo_bot — orchestrator escalations, Rocky reply parsing\n@opsman_lfcs_bot (existing) — LFCS-only\n@rr_ops_bot — RateRight-only\n@siteops_bot — SiteOps-only\n@claw_bot — VPS infrastructure alerts\n(no curator bot — Curator writes REPORT.md, doesn't escalate)\n\nhq_coo_bot is the meta-channel: any safety-class-blocked task across profiles bubbles up here. You only need to watch one chat in The Window.\n\nInference cost tiering\n\nMiniMax (cheap, fast): all 4 worker profiles + claw. ~$/M tokens range — burn it.\nClaude API (expensive, smart): hermes-coo triage only. Plus dispatched-heavy via Architecture-B fallback when coo flags complexity: heavy + safety_class: real.\nGPT-4o-mini: vision-only fallback (already wired per audit).\n\nHard cap per profile via env var. Wire cost_usd into events.ndjson (already a TODO from today's Wave 2.1). Telegram alert at 80% of daily cap to @hq_coo_bot.\nRealistic budget: $5-10/day across the lot at steady-state. Heavy-debug days might spike to $30. Cap at $50/day hard limit, alert at $25.\n\nSkill catalog discipline — Curator + protected list\nv0.12 Curator will prune skills it judges dead. Protect load-bearing skills explicitly. Add to Curator config:\nprotected:\n - lfcs-*\n - hunt, matchmaker, post, pulse\n - siteops-*\n - coo-inbox, kanban-route, escalate-telegram\nAnything outside protect-list is fair game. Run Curator on 14-day cycle initially (default 7) to give changes time to settle before pruning. Read REPORT.md weekly during The Window.\n\nVault-write discipline (no change to existing protocol)\nEvery profile follows the existing AI Team Protocol:\n\nDaily note append (01_Daily/{today}.md under ## HH:MM — hermes- — title)\nProject _Log.md one-liner\n_AgentLog/-{date}.md for autonomous activity\nevents.ndjson skill-run emission\nCommit prefix hermes-:\n\nauto-sync.sh already handles git for OpsMan; extend to handle the other lanes.\n\nSafety rails — apply per-profile, not globally\nThe 8 blocked classes from your 2026-05-03 doc still apply. Two additions for multi-profile:\n\nCross-lane writes blocked at workspace level. hermes-rr cannot write to 11_OpsMan_LFCS/ regardless of task content. Enforced by profile workspace scoping.\nNo profile can spawn another profile. Only hermes-coo creates tasks with assignees. Prevents recursive escalation loops.\n\n\nPhased rollout — 5 evenings of Window time, not 1\nPhaseWhenEffortWhat0Tonight30 minTag v0.11 state on VPS. Dump ~/.hermes/ config + skills. Sanity-test current cron unaffected.1Eve 22 hrUpgrade gateway to v0.12. Smoke-test current hermes-opsman profile. Curator OFF until Phase 4.2Eve 33 hrSpin up hermes-rr + hermes-siteops profiles. cron_mode: deny on both — manual ticks only for observation period.3Ev\ne 43 hrBuild hermes-coo orchestrator. Stand up Kanban board. Wire @hq_coo_bot. Manual ticks.4Eve 52 hrFlip cron_mode: allow on coo. Workers stay manual another 48 hr to watch routing accuracy. Curator on at 14-day cycle.5Eve 71 hrFlip cron_mode: allow on workers. Migrate OpenClaw → hermes-claw. Retire OpenClaw if redundant.\nTotal: ~11 hours of focused VPS work over 5-7 evenings.\n\nPushback before you commit\nYou asked for max capability. Here's the mirror:\n\nYou locked Architecture A 8 hours ago. Whip-flipping to a 6-profile Kanban dispatcher in 24 hours is decision noise. The right move is probably to prove the v0.11 single-profile setup works for 1-2 weeks first, see what actually fails, then upgrade with concrete pain points to fix.\nv0.12 is 6 days old. 1,096-commit jump. Bug discovery curve still steep. You're betting your only autonomous infrastructure on a release that hasn't seen 2 weeks of production traffic.\nYour real bottleneck isn't agent count — it's your time on site. 5:30am-6pm you're unreachable. More autonomous agents help only if they can finish work without you, not just queue more decisions for The Window. The escalation rate of MiniMax-quality triage on novel problems is unknown. Could be 80% punt-to-Rocky, in which case 6 profiles = 6× the punt volume.\nYou have 4 outstanding COO items (nginx, rivet, Stripe, flodeliffre) that could test single-profile capability before you scale. If hermes-opsman on v0.11 can't close those autonomously, scaling to 6 profiles won't fix the underlying reasoning gap.\nCurator could prune a skill you depend on. \"Protected list\" config is a guardrail, not a guarantee. Mistakes here are irreversible without git revert.", "timestamp": "2026-05-06T22:38:27.831116"} {"role": "assistant", "content": "", "reasoning": "The user has shared a detailed architecture document for setting up a multi-agent system with 5 workers + 1 orchestrator using Hermes profiles and Kanban. This is clearly Rocky's architecture planning - he wants me to:\n\n1. Create 6 Hermes profiles\n2. Set up Kanban as the coordination mechanism\n3. Wire up multiple Telegram bots\n4. Implement cost tiering\n5. Follow a phased rollout\n\nBut wait - I'm Hermes (the ops assistant), and this architecture involves setting up multiple Hermes profiles and configuring the system. This is a significant undertaking that would require VPS access and careful implementation.\n\nThe message ends with \"Pushback before you commit\" - Rocky is showing me his proposed architecture and the pushback/caveats he's already thought through.\n\n\nLooking at the user's profile, he's a construction contractor at Bingara Gorge, working 5:30am-6pm on-site with limited availability. The document mentions he's already locked Architecture A and there's a 6-profile Kanban dispatcher proposal, which suggests some prior architectural decision has been made. This is a complex, multi-evening setup task that requires careful consideration before diving in. Looking at the architecture he's proposed, the real issue is that he's asking me to scope out a 6-profile setup when he's already convinced himself it's the right move—the pushback at the end shows he's aware of the risks but is asking anyway. I should focus on what would actually help him move forward: understanding the current blockers, validating the rollout timeline, and identifying which pieces he could test tonight without committing to the full architecture. The pushback at the end is the critical part—Rocky seems to be testing whether I'll actually push back on his plan or just execute it. He's clearly already thought through the risks (v0.12's age, his time constraints, the scaling concerns), so he's not looking for validation. I should engage with that skepticism directly and help him stress-test whether this architecture actually solves his bottleneck or just moves the problem around.", "finish_reason": "tool_calls", "reasoning_content": "The user has shared a detailed architecture document for setting up a multi-agent system with 5 workers + 1 orchestrator using Hermes profiles and Kanban. This is clearly Rocky's architecture planning - he wants me to:\n\n1. Create 6 Hermes profiles\n2. Set up Kanban as the coordination mechanism\n3. Wire up multiple Telegram bots\n4. Implement cost tiering\n5. Follow a phased rollout\n\nBut wait - I'm Hermes (the ops assistant), and this architecture involves setting up multiple Hermes profiles and configuring the system. This is a significant undertaking that would require VPS access and careful implementation.\n\nThe message ends with \"Pushback before you commit\" - Rocky is showing me his proposed architecture and the pushback/caveats he's already thought through.\n\n\nLooking at the user's profile, he's a construction contractor at Bingara Gorge, working 5:30am-6pm on-site with limited availability. The document mentions he's already locked Architecture A and there's a 6-profile Kanban dispatcher proposal, which suggests some prior architectural decision has been made. This is a complex, multi-evening setup task that requires careful consideration before diving in. Looking at the architecture he's proposed, the real issue is that he's asking me to scope out a 6-profile setup when he's already convinced himself it's the right move—the pushback at the end shows he's aware of the risks but is asking anyway. I should focus on what would actually help him move forward: understanding the current blockers, validating the rollout timeline, and identifying which pieces he could test tonight without committing to the full architecture. The pushback at the end is the critical part—Rocky seems to be testing whether I'll actually push back on his plan or just execute it. He's clearly already thought through the risks (v0.12's age, his time constraints, the scaling concerns), so he's not looking for validation. I should engage with that skepticism directly and help him stress-test whether this architecture actually solves his bottleneck or just moves the problem around.", "reasoning_details": [{"signature": "8b4dcfc0e54e67788fea7fc96f4951ad2ac44a42a3347b4c0726d0fa244cacf3", "thinking": "The user has shared a detailed architecture document for setting up a multi-agent system with 5 workers + 1 orchestrator using Hermes profiles and Kanban. This is clearly Rocky's architecture planning - he wants me to:\n\n1. Create 6 Hermes profiles\n2. Set up Kanban as the coordination mechanism\n3. Wire up multiple Telegram bots\n4. Implement cost tiering\n5. Follow a phased rollout\n\nBut wait - I'm Hermes (the ops assistant), and this architecture involves setting up multiple Hermes profiles and configuring the system. This is a significant undertaking that would require VPS access and careful implementation.\n\nThe message ends with \"Pushback before you commit\" - Rocky is showing me his proposed architecture and the pushback/caveats he's already thought through.\n\n\nLooking at the user's profile, he's a construction contractor at Bingara Gorge, working 5:30am-6pm on-site with limited availability. The document mentions he's already locked Architecture A and there's a 6-profile Kanban dispatcher proposal, which suggests some prior architectural decision has been made. This is a complex, multi-evening setup task that requires careful consideration before diving in. Looking at the architecture he's proposed, the real issue is that he's asking me to scope out a 6-profile setup when he's already convinced himself it's the right move—the pushback at the end shows he's aware of the risks but is asking anyway. I should focus on what would actually help him move forward: understanding the current blockers, validating the rollout timeline, and identifying which pieces he could test tonight without committing to the full architecture. The pushback at the end is the critical part—Rocky seems to be testing whether I'll actually push back on his plan or just execute it. He's clearly already thought through the risks (v0.12's age, his time constraints, the scaling concerns), so he's not looking for validation. I should engage with that skepticism directly and help him stress-test whether this architecture actually solves his bottleneck or just moves the problem around.", "type": "thinking"}], "tool_calls": [{"id": "call_function_yh6pe0jebfc4_1", "call_id": "call_function_yh6pe0jebfc4_1", "response_item_id": "fc_function_yh6pe0jebfc4_1", "type": "function", "function": {"name": "session_search", "arguments": "{\"query\": \"Architecture A COO-Inbox Kanban LFCS opsman\", \"limit\": 3}"}}], "timestamp": "2026-05-06T22:38:27.831116"} {"role": "tool", "name": "session_search", "content": "{\"success\": true, \"query\": \"Architecture A COO-Inbox Kanban LFCS opsman\", \"results\": [], \"count\": 0, \"message\": \"No matching sessions found.\"}", "tool_call_id": "call_function_yh6pe0jebfc4_1", "timestamp": "2026-05-06T22:38:27.831116"} {"role": "assistant", "content": "", "reasoning": "No prior session results for this specific query. Let me check if there are any recent sessions at all.", "finish_reason": "tool_calls", "reasoning_content": "No prior session results for this specific query. Let me check if there are any recent sessions at all.", "reasoning_details": [{"signature": "2acc690134418efe7777275c8b044cc83aff31b6dd2606fe63a848aaca5b46c9", "thinking": "No prior session results for this specific query. Let me check if there are any recent sessions at all.", "type": "thinking"}], "tool_calls": [{"id": "call_function_j6bjoikcjehm_1", "call_id": "call_function_j6bjoikcjehm_1", "response_item_id": "fc_function_j6bjoikcjehm_1", "type": "function", "function": {"name": "session_search", "arguments": "{\"limit\": 3}"}}], "timestamp": "2026-05-06T22:38:27.831116"} {"role": "tool", "name": "session_search", "content": "{\"success\": true, \"mode\": \"recent\", \"results\": [{\"session_id\": \"cron_efcdb9a95299_20260506_170037\", \"title\": null, \"source\": \"cron\", \"started_at\": 1778050837.9394665, \"last_active\": 1778050891.5693228, \"message_count\": 20, \"preview\": \"[IMPORTANT: You are running as a scheduled cron job. DELIVER...\"}, {\"session_id\": \"cron_9bac4b1c75a8_20260506_060037\", \"title\": null, \"source\": \"cron\", \"started_at\": 1778011238.0380275, \"last_active\": 1778011295.1424353, \"message_count\": 27, \"preview\": \"[IMPORTANT: You are running as a scheduled cron job. DELIVER...\"}, {\"session_id\": \"20260505_044606_850c38fa\", \"title\": \"PDF and Vision Support\", \"source\": \"telegram\", \"started_at\": 1777920366.1125152, \"last_active\": 1777975205.1197815, \"message_count\": 69, \"preview\": \"Have you vision? Can you view pdfs\"}], \"count\": 3, \"message\": \"Showing 3 most recent sessions. Use a keyword query to search specific topics.\"}", "tool_call_id": "call_function_j6bjoikcjehm_1", "timestamp": "2026-05-06T22:38:27.831116"} {"role": "assistant", "content": "Got it. This is a full architecture spec — 6 profiles, Kanban dispatch, 5-phase rollout, cost tiering, Curator protection list, hard safety rails.\n\nThe **pushback section at the end** is the most useful part. A few things stand out:\n\n**Agreed — the case for patience is strong**\n- v0.12 is 6 days old, 1,096 commits. Bug curve is still steep.\n- The 4 outstanding COO items (nginx, rivet, Stripe, flodeliffre) are the real test. If hermes-opsman can't close those on v0.11, 6 profiles won't fix the reasoning gap.\n- Autonomous agents helping only if they can finish without you is the right bar.\n\n**What do you want to do with this doc?**\n- Save it to vault for later (Phase 0 prep)\n- Start Phase 0 tonight (tag + backup + cron sanity check)\n- Sit on it for a week and use the 4 outstanding items as the real validation\n\nThe spec is solid. The timing is the question.", "reasoning": "This is a complex architecture spec. Rocky is laying out a 6-profile multi-agent system with Kanban as the coordination layer. This appears to be a very detailed proposal/request, not a simple question.\n\nGiven the \"pushback before you commit\" section at the end, and the fact this is a major architectural decision, I should:\n\n1. Acknowledge receipt and the complexity\n2. Note the pushback points are well-taken\n3. Ask what he wants me to do with this spec - save it? Review it? Start Phase 0?\n\nThis is too important to just \"capture\" - it's a decision point. Let me respond briefly and ask what he wants to do.", "finish_reason": "stop", "reasoning_content": "This is a complex architecture spec. Rocky is laying out a 6-profile multi-agent system with Kanban as the coordination layer. This appears to be a very detailed proposal/request, not a simple question.\n\nGiven the \"pushback before you commit\" section at the end, and the fact this is a major architectural decision, I should:\n\n1. Acknowledge receipt and the complexity\n2. Note the pushback points are well-taken\n3. Ask what he wants me to do with this spec - save it? Review it? Start Phase 0?\n\nThis is too important to just \"capture\" - it's a decision point. Let me respond briefly and ask what he wants to do.", "reasoning_details": [{"signature": "d9a1f45a22ab0351dcab5b60d01d7c857d9c46abdf082be2cfa7876b5373bc79", "thinking": "This is a complex architecture spec. Rocky is laying out a 6-profile multi-agent system with Kanban as the coordination layer. This appears to be a very detailed proposal/request, not a simple question.\n\nGiven the \"pushback before you commit\" section at the end, and the fact this is a major architectural decision, I should:\n\n1. Acknowledge receipt and the complexity\n2. Note the pushback points are well-taken\n3. Ask what he wants me to do with this spec - save it? Review it? Start Phase 0?\n\nThis is too important to just \"capture\" - it's a decision point. Let me respond briefly and ask what he wants to do.", "type": "thinking"}], "timestamp": "2026-05-06T22:38:27.831116"} {"role": "user", "content": "just do it all", "timestamp": "2026-05-06T22:43:06.573841"} {"role": "assistant", "content": "All of it. 5 evenings, 11 hours. Starting now — Phase 0.", "reasoning": "Rocky wants to execute the full architecture spec. This is a massive, complex multi-evening project. Let me break down what he's asking for:\n\n1. 6 profiles: hermes-coo (orchestrator), hermes-opsman (LFCS), hermes-rr (RateRight), hermes-siteops, hermes-claw (VPS alerts), curator\n2. Kanban dispatch model replacing COO-Inbox.md\n3. 5-phase rollout over 5-7 evenings (~11 hours total)\n4. Cost tiering (MiniMax for workers, Claude for coo triage)\n5. Curator with protected skills list, 14-day cycle\n\n\n6. Telegram bots per profile, safety rails, and vault-write discipline\n\nThis is an 11-hour project across multiple evenings. I need to scope out Phase 0 tonight: tagging v0.11 state, backing up ~/.hermes/, testing current cron jobs, and upgrading to v0.12. I'm realizing this is a massive undertaking—multiple profile setups, Kanban configuration, Telegram bots, phased rollout—which really needs structured planning. Let me start with Phase 0 tonight since that's the clear first step: tag the v0.11 state on VPS and back up the config.\n\nNow I'm executing the actual commands to implement this. I need to snapshot the current hermes state, create the backup directory, and verify cron jobs are still running.", "finish_reason": "tool_calls", "reasoning_content": "Rocky wants to execute the full architecture spec. This is a massive, complex multi-evening project. Let me break down what he's asking for:\n\n1. 6 profiles: hermes-coo (orchestrator), hermes-opsman (LFCS), hermes-rr (RateRight), hermes-siteops, hermes-claw (VPS alerts), curator\n2. Kanban dispatch model replacing COO-Inbox.md\n3. 5-phase rollout over 5-7 evenings (~11 hours total)\n4. Cost tiering (MiniMax for workers, Claude for coo triage)\n5. Curator with protected skills list, 14-day cycle\n\n\n6. Telegram bots per profile, safety rails, and vault-write discipline\n\nThis is an 11-hour project across multiple evenings. I need to scope out Phase 0 tonight: tagging v0.11 state, backing up ~/.hermes/, testing current cron jobs, and upgrading to v0.12. I'm realizing this is a massive undertaking—multiple profile setups, Kanban configuration, Telegram bots, phased rollout—which really needs structured planning. Let me start with Phase 0 tonight since that's the clear first step: tag the v0.11 state on VPS and back up the config.\n\nNow I'm executing the actual commands to implement this. I need to snapshot the current hermes state, create the backup directory, and verify cron jobs are still running.", "reasoning_details": [{"signature": "30c883e7e80a630560f44b7a4198e805aeb30c64c13f231ae74a1e169769001a", "thinking": "Rocky wants to execute the full architecture spec. This is a massive, complex multi-evening project. Let me break down what he's asking for:\n\n1. 6 profiles: hermes-coo (orchestrator), hermes-opsman (LFCS), hermes-rr (RateRight), hermes-siteops, hermes-claw (VPS alerts), curator\n2. Kanban dispatch model replacing COO-Inbox.md\n3. 5-phase rollout over 5-7 evenings (~11 hours total)\n4. Cost tiering (MiniMax for workers, Claude for coo triage)\n5. Curator with protected skills list, 14-day cycle\n\n\n6. Telegram bots per profile, safety rails, and vault-write discipline\n\nThis is an 11-hour project across multiple evenings. I need to scope out Phase 0 tonight: tagging v0.11 state, backing up ~/.hermes/, testing current cron jobs, and upgrading to v0.12. I'm realizing this is a massive undertaking—multiple profile setups, Kanban configuration, Telegram bots, phased rollout—which really needs structured planning. Let me start with Phase 0 tonight since that's the clear first step: tag the v0.11 state on VPS and back up the config.\n\nNow I'm executing the actual commands to implement this. I need to snapshot the current hermes state, create the backup directory, and verify cron jobs are still running.", "type": "thinking"}], "tool_calls": [{"id": "call_function_z5xmnofcc2w2_1", "call_id": "call_function_z5xmnofcc2w2_1", "response_item_id": "fc_function_z5xmnofcc2w2_1", "type": "function", "function": {"name": "todo", "arguments": "{\"todos\": [{\"id\": \"p0-1\", \"content\": \"Phase 0: Tag v0.11 state, backup ~/.hermes/, verify cron unaffected\", \"status\": \"in_progress\"}, {\"id\": \"p1-1\", \"content\": \"Phase 1: Upgrade gateway to v0.12, smoke-test hermes-opsman, Curator OFF\", \"status\": \"pending\"}, {\"id\": \"p2-1\", \"content\": \"Phase 2: Spin up hermes-rr + hermes-siteops profiles, cron_mode: deny\", \"status\": \"pending\"}, {\"id\": \"p3-1\", \"content\": \"Phase 3: Build hermes-coo orchestrator, Kanban board, @hq_coo_bot, manual ticks\", \"status\": \"pending\"}, {\"id\": \"p4-1\", \"content\": \"Phase 4: Flip coo cron_mode: allow, workers stay manual 48hr, Curator 14-day\", \"status\": \"pending\"}, {\"id\": \"p5-1\", \"content\": \"Phase 5: Migrate OpenClaw \\u2192 hermes-claw, retire OpenClaw\", \"status\": \"pending\"}]}"}}], "timestamp": "2026-05-06T22:43:06.573841"} {"role": "tool", "name": "todo", "content": "{\"todos\": [{\"id\": \"p0-1\", \"content\": \"Phase 0: Tag v0.11 state, backup ~/.hermes/, verify cron unaffected\", \"status\": \"in_progress\"}, {\"id\": \"p1-1\", \"content\": \"Phase 1: Upgrade gateway to v0.12, smoke-test hermes-opsman, Curator OFF\", \"status\": \"pending\"}, {\"id\": \"p2-1\", \"content\": \"Phase 2: Spin up hermes-rr + hermes-siteops profiles, cron_mode: deny\", \"status\": \"pending\"}, {\"id\": \"p3-1\", \"content\": \"Phase 3: Build hermes-coo orchestrator, Kanban board, @hq_coo_bot, manual ticks\", \"status\": \"pending\"}, {\"id\": \"p4-1\", \"content\": \"Phase 4: Flip coo cron_mode: allow, workers stay manual 48hr, Curator 14-day\", \"status\": \"pending\"}, {\"id\": \"p5-1\", \"content\": \"Phase 5: Migrate OpenClaw → hermes-claw, retire OpenClaw\", \"status\": \"pending\"}], \"summary\": {\"total\": 6, \"pending\": 5, \"in_progress\": 1, \"completed\": 0, \"cancelled\": 0}}", "tool_call_id": "call_function_z5xmnofcc2w2_1", "timestamp": "2026-05-06T22:43:06.573841"} {"role": "assistant", "content": "", "reasoning": "Let me start Phase 0. I need to:\n1. Tag v0.11 state on VPS\n2. Dump ~/.hermes/ config + skills\n3. Sanity-test current cron unaffected\n\nLet me start with taking a snapshot of the current hermes state and checking what's there.", "finish_reason": "tool_calls", "reasoning_content": "Let me start Phase 0. I need to:\n1. Tag v0.11 state on VPS\n2. Dump ~/.hermes/ config + skills\n3. Sanity-test current cron unaffected\n\nLet me start with taking a snapshot of the current hermes state and checking what's there.", "reasoning_details": [{"signature": "6d9180626f566945bdeb406f6b7af3fea40327be3b9155442cad1f22e29c775b", "thinking": "Let me start Phase 0. I need to:\n1. Tag v0.11 state on VPS\n2. Dump ~/.hermes/ config + skills\n3. Sanity-test current cron unaffected\n\nLet me start with taking a snapshot of the current hermes state and checking what's there.", "type": "thinking"}], "tool_calls": [{"id": "call_function_p06byssuvmg5_1", "call_id": "call_function_p06byssuvmg5_1", "response_item_id": "fc_function_p06byssuvmg5_1", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"ls ~/.hermes/ && echo \\\"---\\\" && hermes profile list 2>/dev/null && echo \\\"---\\\" && hermes cron list 2>/dev/null\"}"}}], "timestamp": "2026-05-06T22:43:06.573841"} {"role": "tool", "name": "terminal", "content": "{\"output\": \"SOUL.md\\nSOUL.md.bak.20260429\\nSOUL.md.bak.20260506T122635Z\\naudio_cache\\nauth.json\\nauth.lock\\nbin\\ncache\\nchannel_directory.json\\nconfig.yaml\\nconfig.yaml.bak.20260429-221630\\nconfig.yaml.bak.20260430\\nconfig.yaml.bak.20260503-rocky-fix\\ncron\\ndocument_cache\\ngateway.lock\\ngateway.pid\\ngateway_state.json\\nhooks\\nimage_cache\\nkanban.db\\nlogs\\nmemories\\nmodels_dev_cache.json\\npairing\\nprocesses.json\\nsandboxes\\nsessions\\nskills\\nstate-snapshots\\nstate.db\\nstate.db-shm\\nstate.db-wal\\nwhatsapp\\n---\\n\\n Profile Model Gateway Alias\\n ─────────────── ─────────────────────────── ─────────── ────────────\\n ◆default MiniMax-M2.7 running —\\n\\n---\\n\\n┌─────────────────────────────────────────────────────────────────────────┐\\n│ Scheduled Jobs │\\n└─────────────────────────────────────────────────────────────────────────┘\\n\\n 9bac4b1c75a8 [active]\\n Name: lfcs-am-lookahead\\n Schedule: 0 6 * * *\\n Repeat: ∞\\n Next run: 2026-05-07T06:00:00+10:00\\n Deliver: telegram:7377499346\\n Last run: 2026-05-06T06:01:35.151939+10:00 ok\\n\\n efcdb9a95299 [active]\\n Name: lfcs-eod-summary\\n Schedule: 0 17 * * *\\n Repeat: ∞\\n Next run: 2026-05-07T17:00:00+10:00\\n Deliver: telegram:7377499346\\n Last run: 2026-05-06T17:01:32.596595+10:00 ok\\n\\n f919fa3d1d10 [active]\\n Name: lfcs-weekly-programme\\n Schedule: 0 6 * * 1\\n Repeat: ∞\\n Next run: 2026-05-11T06:00:00+10:00\\n Deliver: telegram:7377499346\\n Last run: 2026-05-04T06:01:42.415611+10:00 ok\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_p06byssuvmg5_1", "timestamp": "2026-05-06T22:43:06.573841"} {"role": "assistant", "content": "Good — gateway running, 3 cron jobs, v0.12 already on. Phase 0 is baseline + backup + architecture doc.", "reasoning": "Good. Current state:\n- hermes v0.12.0 already installed\n- Default profile using MiniMax-M2.7\n- 3 cron jobs: lfcs-am-lookahead, lfcs-eod-summary, lfcs-weekly-programme\n- gateway running\n\nPhase 0 steps:\n1. Tag the current state\n2. Backup ~/.hermes/ config + skills\n3. Verify cron unaffected\n\nLet me check if the cron jobs are running under the default profile or opsman. Looking at the cron job names (lfcs-*), these seem to be running under the default profile.\n\nActually wait - I see that hermes is already v0.12.0. So Phase 0 and Phase 1 overlap - we're already on v0.12. \n\nNow I need to figure out what \"opsman\" actually refers to. Looking at the system context, there's a clawdbot-opsman instance connected to Airtable, but that's a separate system. The hermes profiles only show a default profile running MiniMax-M2.7. So \"opsman\" must be referring to whatever's configured in the hermes setup, not necessarily a separate profile instance.\n\nFor Phase 0, my plan is to tag the v0.11 state in git and back up the hermes config and skills directories to document the current setup.\n\nI should also check the kanban database to see if there's any existing board state, then write out the architecture doc to the vault.", "finish_reason": "tool_calls", "reasoning_content": "Good. Current state:\n- hermes v0.12.0 already installed\n- Default profile using MiniMax-M2.7\n- 3 cron jobs: lfcs-am-lookahead, lfcs-eod-summary, lfcs-weekly-programme\n- gateway running\n\nPhase 0 steps:\n1. Tag the current state\n2. Backup ~/.hermes/ config + skills\n3. Verify cron unaffected\n\nLet me check if the cron jobs are running under the default profile or opsman. Looking at the cron job names (lfcs-*), these seem to be running under the default profile.\n\nActually wait - I see that hermes is already v0.12.0. So Phase 0 and Phase 1 overlap - we're already on v0.12. \n\nNow I need to figure out what \"opsman\" actually refers to. Looking at the system context, there's a clawdbot-opsman instance connected to Airtable, but that's a separate system. The hermes profiles only show a default profile running MiniMax-M2.7. So \"opsman\" must be referring to whatever's configured in the hermes setup, not necessarily a separate profile instance.\n\nFor Phase 0, my plan is to tag the v0.11 state in git and back up the hermes config and skills directories to document the current setup.\n\nI should also check the kanban database to see if there's any existing board state, then write out the architecture doc to the vault.", "reasoning_details": [{"signature": "b3ac445e0a2be9d89a73d226b7a4744a94fb941beef35c804cf9137a252a6c58", "thinking": "Good. Current state:\n- hermes v0.12.0 already installed\n- Default profile using MiniMax-M2.7\n- 3 cron jobs: lfcs-am-lookahead, lfcs-eod-summary, lfcs-weekly-programme\n- gateway running\n\nPhase 0 steps:\n1. Tag the current state\n2. Backup ~/.hermes/ config + skills\n3. Verify cron unaffected\n\nLet me check if the cron jobs are running under the default profile or opsman. Looking at the cron job names (lfcs-*), these seem to be running under the default profile.\n\nActually wait - I see that hermes is already v0.12.0. So Phase 0 and Phase 1 overlap - we're already on v0.12. \n\nNow I need to figure out what \"opsman\" actually refers to. Looking at the system context, there's a clawdbot-opsman instance connected to Airtable, but that's a separate system. The hermes profiles only show a default profile running MiniMax-M2.7. So \"opsman\" must be referring to whatever's configured in the hermes setup, not necessarily a separate profile instance.\n\nFor Phase 0, my plan is to tag the v0.11 state in git and back up the hermes config and skills directories to document the current setup.\n\nI should also check the kanban database to see if there's any existing board state, then write out the architecture doc to the vault.", "type": "thinking"}], "tool_calls": [{"id": "call_function_8y8wys2z60ul_1", "call_id": "call_function_8y8wys2z60ul_1", "response_item_id": "fc_function_8y8wys2z60ul_1", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"ls ~/.hermes/skills/ && echo \\\"---\\\" && ls ~/.hermes/profiles/ 2>/dev/null || echo \\\"no profiles dir\\\"\"}"}}], "timestamp": "2026-05-06T22:43:06.573841"} {"role": "tool", "name": "terminal", "content": "{\"output\": \"apple\\nautonomous-ai-agents\\nchat-bootstrap\\ncreative\\ndata-science\\ndevops\\ndiagramming\\ndogfood\\ndomain\\nemail\\ngaming\\ngifs\\ngithub\\ninference-sh\\nlfcs\\nmcp\\nmedia\\nmlops\\nnote-taking\\nops\\nproductivity\\nresearch\\nsmart-home\\nsocial-media\\nsoftware-development\\nwhatsapp-bridge-setup\\n---\\nno profiles dir\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_8y8wys2z60ul_1", "timestamp": "2026-05-06T22:43:06.573841"} {"role": "assistant", "content": "No profiles yet — default profile only. Now backup + tag + architecture doc.", "reasoning": "No profiles directory yet - we're on the default profile. Let me now:\n\n1. Tag the v0.11 state (but we're already on v0.12...)\n2. Backup ~/.hermes/\n3. Write the architecture doc to vault\n4. Check if the existing kanban.db has any data\n\nWait - the user said \"just do it all\" but we already upgraded to v0.12 earlier. So Phase 0 is actually already partially done (we're on v0.12). The key remaining Phase 0 items:\n- Tag state on VPS\n- Dump config + skills backup\n- Sanity test current cron unaffected\n\n\n- Write the architecture doc to vault\n\nLet me proceed with the backup and documentation.", "finish_reason": "tool_calls", "reasoning_content": "No profiles directory yet - we're on the default profile. Let me now:\n\n1. Tag the v0.11 state (but we're already on v0.12...)\n2. Backup ~/.hermes/\n3. Write the architecture doc to vault\n4. Check if the existing kanban.db has any data\n\nWait - the user said \"just do it all\" but we already upgraded to v0.12 earlier. So Phase 0 is actually already partially done (we're on v0.12). The key remaining Phase 0 items:\n- Tag state on VPS\n- Dump config + skills backup\n- Sanity test current cron unaffected\n\n\n- Write the architecture doc to vault\n\nLet me proceed with the backup and documentation.", "reasoning_details": [{"signature": "68cbb38fb176a74b32ce0c1f1bbfc0c9fcfc6b3b1db87c0531baa209e968c177", "thinking": "No profiles directory yet - we're on the default profile. Let me now:\n\n1. Tag the v0.11 state (but we're already on v0.12...)\n2. Backup ~/.hermes/\n3. Write the architecture doc to vault\n4. Check if the existing kanban.db has any data\n\nWait - the user said \"just do it all\" but we already upgraded to v0.12 earlier. So Phase 0 is actually already partially done (we're on v0.12). The key remaining Phase 0 items:\n- Tag state on VPS\n- Dump config + skills backup\n- Sanity test current cron unaffected\n\n\n- Write the architecture doc to vault\n\nLet me proceed with the backup and documentation.", "type": "thinking"}], "tool_calls": [{"id": "call_function_fw5mobrofy9x_1", "call_id": "call_function_fw5mobrofy9x_1", "response_item_id": "fc_function_fw5mobrofy9x_1", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"mkdir -p ~/hermes-backups/ && tar -czf ~/hermes-backups/v0.12-pre-profiles-$(date +%Y%m%d_%H%M%S).tar.gz ~/.hermes/ --exclude='.hermes/sessions/*' --exclude='.hermes/logs/*' --exclude='.hermes/cache/*' --exclude='.hermes/voice-*' 2>&1 && echo \\\"DONE\\\" && ls -lh ~/hermes-backups/\", \"timeout\": 60}"}}], "timestamp": "2026-05-06T22:43:06.573841"} {"role": "tool", "name": "terminal", "content": "{\"output\": \"tar: Removing leading `/' from member names\\ntar: /root/.hermes: file changed as we read it\\ntar: The following options were used after non-option arguments. These options are positional and affect only arguments that follow them. Please, rearrange them properly.\\ntar: --exclude ‘.hermes/sessions/*’ has no effect\\ntar: --exclude ‘.hermes/logs/*’ has no effect\\ntar: --exclude ‘.hermes/cache/*’ has no effect\\ntar: --exclude ‘.hermes/voice-*’ has no effect\\ntar: Exiting with failure status due to previous errors\", \"exit_code\": 2, \"error\": null}", "tool_call_id": "call_function_fw5mobrofy9x_1", "timestamp": "2026-05-06T22:43:06.573841"} {"role": "assistant", "content": "", "reasoning": "The tar exclude patterns need to be adjusted - the `~` doesn't expand inside the tar argument. Let me use the full path.", "finish_reason": "tool_calls", "reasoning_content": "The tar exclude patterns need to be adjusted - the `~` doesn't expand inside the tar argument. Let me use the full path.", "reasoning_details": [{"signature": "0cde3fbb280cfb5e37631332236121bb615c78c25e62a3528f37f87d0b426274", "thinking": "The tar exclude patterns need to be adjusted - the `~` doesn't expand inside the tar argument. Let me use the full path.", "type": "thinking"}], "tool_calls": [{"id": "call_function_7czmcyc28sxq_1", "call_id": "call_function_7czmcyc28sxq_1", "response_item_id": "fc_function_7czmcyc28sxq_1", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"mkdir -p ~/hermes-backups/ && sudo tar -czf ~/hermes-backups/v0.12-pre-profiles-$(date +%Y%m%d_%H%M%S).tar.gz \\\\\\n /root/.hermes \\\\\\n --exclude='.hermes/sessions/*' \\\\\\n --exclude='.hermes/logs/*' \\\\\\n --exclude='.hermes/cache/*' \\\\\\n --exclude='.hermes/voice-*' \\\\\\n --exclude='.hermes/sandboxes/*' \\\\\\n 2>&1 && echo \\\"DONE\\\"\", \"timeout\": 60}"}}], "timestamp": "2026-05-06T22:43:06.573841"} {"role": "tool", "name": "terminal", "content": "{\"output\": \"tar: Removing leading `/' from member names\\ntar: /root/.hermes: file changed as we read it\\ntar: The following options were used after non-option arguments. These options are positional and affect only arguments that follow them. Please, rearrange them properly.\\ntar: --exclude ‘.hermes/sessions/*’ has no effect\\ntar: --exclude ‘.hermes/logs/*’ has no effect\\ntar: --exclude ‘.hermes/cache/*’ has no effect\\ntar: --exclude ‘.hermes/voice-*’ has no effect\\ntar: --exclude ‘.hermes/sandboxes/*’ has no effect\\ntar: Exiting with failure status due to previous errors\", \"exit_code\": 2, \"error\": null}", "tool_call_id": "call_function_7czmcyc28sxq_1", "timestamp": "2026-05-06T22:43:06.573841"} {"role": "assistant", "content": "", "reasoning": "The issue is that tar doesn't like --exclude after the source files. Let me put the excludes before the source.", "finish_reason": "tool_calls", "reasoning_content": "The issue is that tar doesn't like --exclude after the source files. Let me put the excludes before the source.", "reasoning_details": [{"signature": "e44e98218b05562b02a48e9e39af3a932b2f8e629fe8d149c185ad4fb6222419", "thinking": "The issue is that tar doesn't like --exclude after the source files. Let me put the excludes before the source.", "type": "thinking"}], "tool_calls": [{"id": "call_function_m7w1hw7z0wg4_1", "call_id": "call_function_m7w1hw7z0wg4_1", "response_item_id": "fc_function_m7w1hw7z0wg4_1", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"mkdir -p ~/hermes-backups/ && cd /root && sudo tar --exclude='.hermes/sessions' --exclude='.hermes/logs' --exclude='.hermes/cache' --exclude='.hermes/voice' --exclude='.hermes/sandboxes' -czf ~/hermes-backups/v0.12-pre-profiles-$(date +%Y%m%d_%H%M%S).tar.gz .hermes 2>&1 && echo \\\"DONE\\\" && ls -lh ~/hermes-backups/\", \"timeout\": 60}"}}], "timestamp": "2026-05-06T22:43:06.573841"} {"role": "tool", "name": "terminal", "content": "{\"output\": \"tar: .hermes: file changed as we read it\", \"exit_code\": 1, \"error\": null}\n\n[Tool loop warning: same_tool_failure_warning; count=3; terminal has failed 3 times this turn. This looks like a loop; change approach before retrying.]", "tool_call_id": "call_function_m7w1hw7z0wg4_1", "timestamp": "2026-05-06T22:43:06.573841"} {"role": "assistant", "content": "Gateway's live — need to freeze it for a clean snapshot.", "reasoning": "The issue is that the gateway is running and writing to the files while I'm trying to tar them. The error \"file changed as we read it\" means the hermes gateway process is actively modifying files in ~/.hermes/. I need to stop the gateway first, then do the backup.\n\nLet me stop the gateway, do the backup, then restart it.", "finish_reason": "tool_calls", "reasoning_content": "The issue is that the gateway is running and writing to the files while I'm trying to tar them. The error \"file changed as we read it\" means the hermes gateway process is actively modifying files in ~/.hermes/. I need to stop the gateway first, then do the backup.\n\nLet me stop the gateway, do the backup, then restart it.", "reasoning_details": [{"signature": "958b02bb66579f53c5e9b7223f260b6033166427ba35321d1ed25105c0ecf586", "thinking": "The issue is that the gateway is running and writing to the files while I'm trying to tar them. The error \"file changed as we read it\" means the hermes gateway process is actively modifying files in ~/.hermes/. I need to stop the gateway first, then do the backup.\n\nLet me stop the gateway, do the backup, then restart it.", "type": "thinking"}], "tool_calls": [{"id": "call_function_7zudbb2207k1_1", "call_id": "call_function_7zudbb2207k1_1", "response_item_id": "fc_function_7zudbb2207k1_1", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"hermes gateway stop && sleep 3 && echo \\\"gateway stopped\\\"\", \"timeout\": 30}"}}], "timestamp": "2026-05-06T22:43:06.573841"} {"role": "tool", "name": "terminal", "content": "{\"output\": \"[Command timed out after 30s]\", \"exit_code\": 124, \"error\": null, \"approval\": \"Command required approval (stop/restart hermes gateway (kills running agents)) and was approved by the user.\"}\n\n[Tool loop warning: same_tool_failure_warning; count=4; terminal has failed 4 times this turn. This looks like a loop; change approach before retrying.]", "tool_call_id": "call_function_7zudbb2207k1_1", "timestamp": "2026-05-06T22:43:06.573841"} {"role": "assistant", "content": "", "reasoning": "The gateway stop command needs approval but it's timing out. The approval system is blocking it. Let me try a different approach - copy files directly without stopping the gateway. I'll use rsync or cp instead of tar while the gateway is running. The backup won't be perfectly clean but it will be good enough.", "finish_reason": "tool_calls", "reasoning_content": "The gateway stop command needs approval but it's timing out. The approval system is blocking it. Let me try a different approach - copy files directly without stopping the gateway. I'll use rsync or cp instead of tar while the gateway is running. The backup won't be perfectly clean but it will be good enough.", "reasoning_details": [{"signature": "390f61b359250be6a7d9d002eb1ca24d24d9638b1dec14ce01cf75f7735fa8d6", "thinking": "The gateway stop command needs approval but it's timing out. The approval system is blocking it. Let me try a different approach - copy files directly without stopping the gateway. I'll use rsync or cp instead of tar while the gateway is running. The backup won't be perfectly clean but it will be good enough.", "type": "thinking"}], "tool_calls": [{"id": "call_function_kn0rtz4ycpup_1", "call_id": "call_function_kn0rtz4ycpup_1", "response_item_id": "fc_function_kn0rtz4ycpup_1", "type": "function", "function": {"name": "terminal", "arguments": "{\"command\": \"mkdir -p ~/hermes-backups/config-snapshot-$(date +%Y%m%d) && sudo cp -r /root/.hermes/config.yaml ~/hermes-backups/config-snapshot-$(date +%Y%m%d)/ 2>/dev/null; sudo cp -r /root/.hermes/.env ~/hermes-backups/config-snapshot-$(date +%Y%m%d)/ 2>/dev/null; sudo cp -r /root/.hermes/skills ~/hermes-backups/config-snapshot-$(date +%Y%m%d)/skills 2>/dev/null; sudo cp -r /root/.hermes/cron ~/hermes-backups/config-snapshot-$(date +%Y%m%d)/cron 2>/dev/null; sudo cp -r /root/.hermes/auth.json ~/hermes-backups/config-snapshot-$(date +%Y%m%d)/ 2>/dev/null; echo \\\"DONE\\\" && ls ~/hermes-backups/\", \"timeout\": 30}"}}], "timestamp": "2026-05-06T22:43:06.573841"} {"role": "tool", "name": "terminal", "content": "{\"output\": \"DONE\\nconfig-snapshot-20260506\\nv0.12-pre-profiles-20260506_223958.tar.gz\\nv0.12-pre-profiles-20260506_224009.tar.gz\\nv0.12-pre-profiles-20260506_224023.tar.gz\", \"exit_code\": 0, \"error\": null}", "tool_call_id": "call_function_kn0rtz4ycpup_1", "timestamp": "2026-05-06T22:43:06.573841"}