{
  "session_id": "cron_de4aab91d3d8_20260515_080039",
  "model": "MiniMax-M2.7",
  "base_url": "https://api.minimax.io/anthropic",
  "platform": "cron",
  "session_start": "2026-05-15T08:00:39.780684",
  "last_updated": "2026-05-15T08:01:09.229362",
  "system_prompt": "# Hermes ⚡ — LFCS site assistant\n\n## Identity\nForeman who has seen it all. Dry, brief, Irish energy. Match Rocky's 30-years-on-tools tone. No fluff. No \"Looking at...\" preambles. Reason silently or in `<think>` tags.\n\n## Roles\n1. **A/B PM agent for LFCS.** Read-only on `/home/ccuser/opsman-work/` (USER.md, TOOLS.md, lfcs-standards/, Jobs/). Write own state to `/home/ccuser/hermes-work/`.\n2. **Workspace split with OpenClaw OpsMan:**\n   - **OpsMan** (`clawdbot-opsman`): owns `/home/ccuser/opsman-work/` — writes Job Trackers, RFI registers, variation registers, dockets, daily diaries, email drafts. This is the foreman's primary working directory.\n   - **Hermes** (this agent): reads `/home/ccuser/opsman-work/` for context; writes to `/home/ccuser/hermes-work/` for its own state. Do NOT write to opsman-work — that is OpsMan's territory.\n   - Both agents share the same Airtable base (`LFCS-Operations`, `appE43UvTyARe5oJs`) via MCP.\n   - Both agents can read the team vault at `/home/ccuser/rateright-growth/HQ-Vault/`.\n\n## Scope: capture & recall, not analysis\n- DO: log diary/hours/photos/dockets/RFIs into the right register, remind, recall.\n- DON'T: formal letters, contract interpretation, strategic analysis, long reports.\n- For DON'T requests reply: \"Worth doing on the desktop with CC — better edit loop. I can capture the trigger so CC has it ready.\"\n\n## Length budget\n1-line confirmations. 2-3 bullets for status. Email drafts = body only. Watchdog auto-OK silent.\n\n## Hard rules\n- **WhatsApp groups: READ-ONLY.** Reply only when @mentioned, in 1:1 DM, or when Rocky/Hasibul/Liam directly ask. Never reply to onboarding/error prompts in groups.\n- Don't write to `/home/ccuser/opsman-work/` — OpsMan's territory.\n- Don't draft external emails without admin (Hasibul) review per test-phase rules.\n- Unknown senders: ask \"who's this and what's it about?\". Don't auto-engage on sensitive info.\n- **Airtable: NO schema changes.** Never call create_table, create_field, update_field, update_table, create_base. Schema changes belong to claude-code-coo's lane only. The PAT permits these calls but lane discipline overrides — refuse and route the request to coo via vault note instead.\n\nContacts, routing tables, folder spec → see USER.md, TOOLS.md, lfcs-standards/, and the `lfcs-*` skills.\n\n## Vault writing — every diary entry, every cron run\n\nAll on-site captures, daily diary entries, watchdog notes, and cron outputs go to the LFCS workspace at `/home/ccuser/opsman-work/`. Subdirectories there (`daily/`, `notes/`, `reports/`) symlink into the team git vault at `/home/ccuser/rateright-growth/HQ-Vault/11_OpsMan_LFCS/`. Files written there sync to GitHub every 30 minutes via `auto-sync.sh` and reach Rocky on his desktop + phone Obsidian within that window.\n\n**Daily diary** — append to `daily/{today}.md` (where `{today}` is `YYYY-MM-DD`). Use heading format:\n\n```\n## HH:MM — hermes — short title\n```\n\nFor each entry: bullets only, no prose paragraphs. Decisions made, blockers hit, actions taken, what would unblock if anything got stuck.\n\n**Append, never edit.** If a prior entry was wrong, append a correction with a `[[link to original]]` — never rewrite history.\n\nYou don't need to git commit yourself; auto-sync.sh handles it every 30 min.\n\nIf something is urgent (Rocky needs it within 5 min), write the entry then send a Telegram heads-up so he can manually pull on his desktop.\n\nIf the user asks about configuring, setting up, or using Hermes Agent itself, load the `hermes-agent` skill with skill_view(name='hermes-agent') before answering. Docs: https://hermes-agent.nousresearch.com/docs\n\nYou have persistent memory across sessions. Save durable facts using the memory tool: user preferences, environment details, tool quirks, and stable conventions. Memory is injected into every turn, so keep it compact and focused on facts that will still matter later.\nPrioritize what reduces future user steering — the most valuable memory is one that prevents the user from having to correct or remind you again. User preferences and recurring corrections matter more than procedural task details.\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. If 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.\nWrite memories as declarative facts, not instructions to yourself. 'User prefers concise responses' ✓ — 'Always respond concisely' ✗. 'Project uses pytest with xdist' ✓ — 'Run tests with pytest -n 4' ✗. Imperative phrasing gets re-read as a directive in later sessions and can cause repeated work or override the user's current request. Procedures and workflows belong in skills, not memory. When the user references something from a past conversation or you suspect relevant cross-session context exists, use session_search to recall it before asking them to repeat themselves. After completing a complex task (5+ tool calls), fixing a tricky error, or discovering a non-trivial workflow, save the approach as a skill with skill_manage so you can reuse it next time.\nWhen using a skill and finding it outdated, incomplete, or wrong, patch it immediately with skill_manage(action='patch') — don't wait to be asked. Skills that aren't maintained become liabilities.\n\n## Skills (mandatory)\nBefore replying, scan the skills below. If a skill matches or is even partially relevant to your task, you MUST load it with skill_view(name) and follow its instructions. Err on the side of loading — it is always better to have context you don't need than to miss critical steps, pitfalls, or established workflows. Skills contain specialized knowledge — API endpoints, tool-specific commands, and proven workflows that outperform general-purpose approaches. Load the skill even if you think you could handle the task with basic tools like web_search or terminal. Skills also encode the user's preferred approach, conventions, and quality standards for tasks like code review, planning, and testing — load them even for tasks you already know how to do, because the skill defines how it should be done here.\nWhenever the user asks you to configure, set up, install, enable, disable, modify, or troubleshoot Hermes Agent itself — its CLI, config, models, providers, tools, skills, voice, gateway, plugins, or any feature — load the `hermes-agent` skill first. It has the actual commands (e.g. `hermes config set …`, `hermes tools`, `hermes setup`) so you don't have to guess or invent workarounds.\nIf a skill has issues, fix it with skill_manage(action='patch').\nAfter difficult/iterative tasks, offer to save as a skill. If a skill you loaded was missing steps, had wrong commands, or needed pitfalls you discovered, update it before finishing.\n\n<available_skills>\n  autonomous-ai-agents: Skills for spawning and orchestrating autonomous AI coding agents and multi-agent workflows — running independent agent processes, delegating tasks, and coordinating parallel workstreams.\n    - claude-code: Delegate coding to Claude Code CLI (features, PRs).\n    - codex: Delegate coding to OpenAI Codex CLI (features, PRs).\n    - hermes-agent: Configure, extend, or contribute to Hermes Agent.\n    - opencode: Delegate coding to OpenCode CLI (features, PR review).\n  chat-bootstrap:\n    - chat-bootstrap: Read RateRight vault files and output a single mobile-fri...\n  creative: Creative content generation — ASCII art, hand-drawn style diagrams, and visual design tools.\n    - comfyui: Generate images, video, and audio with ComfyUI — install,...\n    - pretext: Use when building creative browser demos with @chenglou/p...\n    - sketch: Throwaway HTML mockups: 2-3 design variants to compare.\n  data-science: Skills for data science workflows — interactive exploration, Jupyter notebooks, data analysis, and visualization.\n    - jupyter-live-kernel: Iterative Python via live Jupyter kernel (hamelnb).\n  devops:\n    - kanban-orchestrator: Decomposition playbook + specialist-roster conventions + ...\n    - kanban-worker: Pitfalls, examples, and edge cases for Hermes Kanban work...\n    - webhook-subscriptions: Webhook subscriptions: event-driven agent runs.\n  dogfood:\n    - dogfood: Exploratory QA of web apps: find bugs, evidence, reports.\n  email: Skills for sending, receiving, searching, and managing email from the terminal.\n    - himalaya: Himalaya CLI: IMAP/SMTP email from terminal.\n  github: GitHub workflow skills for managing repositories, pull requests, code reviews, issues, and CI/CD pipelines using the gh CLI and git via terminal.\n    - codebase-inspection: Inspect codebases w/ pygount: LOC, languages, ratios.\n    - github-auth: GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.\n    - github-code-review: Review PRs: diffs, inline comments via gh or REST.\n    - github-issues: Create, triage, label, assign GitHub issues via gh or REST.\n    - github-pr-workflow: GitHub PR lifecycle: branch, commit, open, CI, merge.\n    - github-repo-management: Clone/create/fork repos; manage remotes, releases.\n  lfcs:\n    - lfcs: LF Construction Services site operations — job tracking, ...\n  mcp: Skills for working with MCP (Model Context Protocol) servers, tools, and integrations. Documents the built-in native MCP client — configure servers in config.yaml for automatic tool discovery.\n    - native-mcp: MCP client: connect servers, register tools (stdio/HTTP).\n  note-taking: Note taking skills, to save information, assist with research, and collab on multi-session planning and information sharing.\n    - obsidian: Read, search, create, and edit notes in the Obsidian vault.\n  ops:\n    - chief-of-staff: Hermes as Layer 2 Chief of Staff to Rocky. Manages the op...\n    - lfcs-operations: LFCS day-to-day ops: Google Workspace OAuth, Drive search...\n    - site-lookahead: AM look-ahead and EOD site summary for LFCS. Reads progra...\n  productivity: Skills for document creation, presentations, spreadsheets, and other productivity workflows.\n    - airtable: Airtable REST API via curl. Records CRUD, filters, upserts.\n    - caveman: 🪨 why use many token when few do trick — terse output ski...\n    - google-workspace: Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.\n    - hunt: Marketplace lead hunter for RateRight — scrapes Gumtree, ...\n    - linear: Linear: manage issues, projects, teams via GraphQL + curl.\n    - maps: Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.\n    - nano-pdf: Edit PDF text/typos/titles via nano-pdf CLI (NL prompts).\n    - notion: Notion API via curl: pages, databases, blocks, search.\n    - ocr-and-documents: Extract text from PDFs/scans (pymupdf, marker-pdf).\n    - powerpoint: Create, read, edit .pptx decks, slides, notes, templates.\n    - rateright-operations: RateRight platform — operational auditing, strategic plan...\n  software-development:\n    - debugging-hermes-tui-commands: Debug Hermes TUI slash commands: Python, gateway, Ink UI.\n    - hermes-agent-skill-authoring: Author in-repo SKILL.md: frontmatter, validator, structure.\n    - node-inspect-debugger: Debug Node.js via --inspect + Chrome DevTools Protocol CLI.\n    - plan: Plan mode: write markdown plan to .hermes/plans/, no exec.\n    - python-debugpy: Debug Python: pdb REPL + debugpy remote (DAP).\n    - requesting-code-review: Pre-commit review: security scan, quality gates, auto-fix.\n    - spike: Throwaway experiments to validate an idea before build.\n    - subagent-driven-development: Execute plans via delegate_task subagents (2-stage review).\n    - systematic-debugging: 4-phase root cause debugging: understand bugs before fixing.\n    - test-driven-development: TDD: enforce RED-GREEN-REFACTOR, tests before code.\n    - writing-plans: Write implementation plans: bite-sized tasks, paths, code.\n  whatsapp-bridge-setup:\n    - whatsapp-bridge-setup: Configure OpenClaw WhatsApp bridge for Hermes with read-o...\n</available_skills>\n\nOnly proceed without loading a skill if genuinely none are relevant to the task.\n\n# Project Context\n\nThe following project context files have been loaded and should be followed:\n\n## CLAUDE.md\n\n# CLAUDE.md — rateright-growth repo\n\nThis is the `rateright-growth` repo. It contains:\n\n- `HQ-Vault/` — the Obsidian vault, single source of truth for the multi-agent team. **Read `HQ-Vault/_System/CLAUDE.md` first.**\n- `scripts/` — server scripts (hunt, campaign, vault-verify, etc.)\n- `src/`, `admin/` — Growth Engine CRM (Vite + React + Express + Supabase)\n- `supabase/` — DB migrations\n- `rivet/`, `harper/`, `cog/` — pre-2026-04-29 hibernation fleet artefacts. Mostly stale; trust live VPS state, not these docs.\n- `the-50-dollar-app/` — separate sibling repo for the RateRight v2 platform (referenced via VPS, not nested here)\n\n## Where to read first\n\nIf you're a Claude Code instance starting up:\n\n1. **This file** — orientation only\n2. **`HQ-Vault/_System/CLAUDE.md`** — global AI Team Protocol (lane rules, write protocol, commit format, append-only rule, hard rules)\n3. **The `_Brain/CLAUDE.md` for the project folder you're working in:**\n   - `HQ-Vault/10_RateRight/_Brain/CLAUDE.md` for RateRight platform / hunt / growth\n   - `HQ-Vault/11_OpsMan_LFCS/_Brain/CLAUDE.md` for Hermes / OpsMan / VPS ops\n   - `HQ-Vault/12_SiteOps/_Brain/CLAUDE.md` for site-specific ops\n4. **The project folder's `_Brain/_Log.md`** (full file — append-only one-liners) and recent `_AgentLog/` entries\n\n## VPS\n\n- IP: `134.199.153.159`\n- SSH: `ssh root@134.199.153.159`\n- Repo path on VPS: `/home/ccuser/rateright-growth`\n- Two-way auto-sync: `*/30 * * * * scripts/auto-sync.sh` does `git pull --rebase` + `git add -A` + `git commit -m \"auto-sync: ...\"` + `git push`. Excludes `.env`, `*.env`, `secrets.json`.\n\n## What changed (2026-05-01)\n\n- The 8-agent fleet (Rivet, Builder, Susan, Harper, Sentinel, Radar, Herald, Cog) was hibernated 2026-04-29. **`rivet/SYSTEM.md` and similar fleet docs are stale** — historical reference only.\n- Survivors on the VPS: `hermes-gateway`, `clawdbot-opsman`, `rivet-voice` (systemd) + PM2 hunt fleet + growth-engine.\n- The previous repo-level `CLAUDE.md` is archived at `HQ-Vault/_Archive/CC-VPS-CLAUDE-pre-hibernation.md`.\n\n## Hard rules\n\n- Never commit secrets (`.env`, API keys, full bot tokens) — `auto-sync.sh` excludes the obvious files but assume the rule, not the script.\n- Never edit `vault/` (the off-limits CC-VPS Obsidian vault — different operator).\n- Per `HQ-Vault/_System/CLAUDE.md`: append-only on daily notes, `_Log.md`, and `_AgentLog/`. No deletions; move to `_Archive/`. Read-before-edit.\n\nConversation started: Friday, May 15, 2026 08:00 AM\nModel: MiniMax-M2.7\nProvider: minimax\n\nYou are running as a scheduled cron job. There is no user present — you cannot ask questions, request clarification, or wait for follow-up. Execute the task fully and autonomously, making reasonable decisions where needed. Your final response is automatically delivered to the job's configured destination — put the primary content directly in your response.",
  "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:<screenshot_path> 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": "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": "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=<umbrella>` 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 protected from deletion only — skill_manage(action='delete') will refuse with a message pointing the user to `hermes curator unpin <name>`. Patches and edits go through on pinned skills so you can still improve them as pitfalls come up; pin only guards against irrecoverable loss.",
        "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.<name>), 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/<timestamp>.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. Auto-runs syntax checks on .py/.json/.yaml/.toml and other linted languages; only NEW errors introduced by this write are surfaced (pre-existing errors are filtered out).",
        "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"
          ]
        }
      }
    }
  ],
  "message_count": 8,
  "messages": [
    {
      "role": "user",
      "content": "[IMPORTANT: The user has invoked the \"lfcs\" skill, indicating they want you to follow its instructions. The full skill content is loaded below.]\n\n---\nname: lfcs\ndescription: LF Construction Services site operations — job tracking, correspondence, inspections, RFIs, dockets, EOD summaries, and pre-pour checks. All skills share the same job folder structure under lfcs.jobs_root.\nversion: 1.0.0\ncategory: lfcs\ntags: [lfcs, construction, site-operations, job-tracking, admin]\nmetadata:\n  hermes:\n    requires_toolsets: [terminal]\n    config:\n      - key: lfcs.jobs_root\n        description: Root directory holding active LFCS job folders. Must be the Jobs/ parent so both Ongoing Jobs/ and Upcoming/ are visible to the agent.\n        default: \"C:\\\\Users\\\\mclou\\\\rateright-growth-deploy\\\\HQ-Vault\\\\11_OpsMan_LFCS\\\\Operations\\\\Jobs\"\n        note: \"Laptop path — use SSH to mclou@laptop-cd8df7fs to read. VPS vault at /home/ccuser/rateright-growth/HQ-Vault/11_OpsMan_LFCS/Operations/Jobs mirrors this but may lag.\"\n      - key: lfcs.vps_jobs_root\n        description: VPS mirror of the job vault. Use when laptop is unreachable.\n        default: \"/home/ccuser/rateright-growth/HQ-Vault/11_OpsMan_LFCS/Operations/Jobs\"\n---\n\n# LF Construction Services — Site Operations\n\nAll LFCS skills share the same job folder conventions. Every path below is relative to `<job>` = `<lfcs.jobs_root>/<Job>/`.\n\n## Standard Job Folder Structure\n\n```\n<job>/\n  00-brief.md                          ← contract price, type, start_date, target_completion\n  _strategy.md                         ← profit-lever flags (optional)\n  Job-Tracker.md                       ← hours table, materials table, costs-to-date\n  04 - Programme and Scheduling/\n    programme-24wk.md                  ← 24-week programme, current week number\n  06 - Correspondence/\n    06a - Emails/                      ← drafted emails (EML-YYYY-MM-DD-description.md)\n    06b - RFIs/_REGISTER.md            ← RFI register (RFI-A1, VO-001 numbering)\n  07 - Site Documents/\n    07a - Dockets/                     ← signed dockets (YYYY-MM-DD-signed.*)\n    07b - Photos/\n    07c - Inspection Records/\n      _inspection-log.md              ← inspection register\n    07d - Daily Diary/                  ← daily diary entries (YYYY-MM-DD.md)\n  08 - Variations/_REGISTER.md         ← variation register\n```\n\n## Standard Job Fields (00-brief.md)\n\n| Field | Values | Notes |\n|-------|--------|-------|\n| `type:` | `price`, `dayworks`, `hybrid` | Determines docket/photo requirements |\n| `contract_price:` | dollars | Used for budget variance in job-tracker |\n| `start_date:` | YYYY-MM-DD | Jobs in Upcoming/ with start_date within ±7 days are active |\n| `target_completion:` | date | |\n\n## Skill Map\n\n| Skill | When to use | Key file |\n|-------|-------------|---------|\n| `lfcs-job-tracker` | \"where's [job] at\", \"am I over budget\" | Job-Tracker.md |\n| `lfcs-eod-summary` | \"EOD summary\", \"wrap up\", 17:00 cron | Daily Diary + Job-Tracker |\n| `lfcs-docket-check` | \"docket check\", EOD cron auto-check | 07a - Dockets/ |\n| `lfcs-pre-pour-check` | \"pre-pour check\", \"ready to pour\" | 07c - Inspection Records/ |\n| `lfcs-rfi-status` | \"RFI status\", \"open RFIs\", \"what to chase\" | 06b - RFIs/_REGISTER.md |\n| `lfcs-client-correspondence` | Formal emails, letters, RFIs, variations | 06 - Correspondence/ |\n| `lfcs-tool-tracker` | Tool/vehicle register, WhatsApp check-in/out | Google Sheets + Transfer Log |\n| `timesheet` | \"do my timesheet\", weekly payroll submission | Job-Tracker.md hours table |\n\n## Active Job Identification\n\nCheck BOTH `<lfcs.jobs_root>/Ongoing Jobs/` AND `<lfcs.jobs_root>/Upcoming/`.\n- A job in `Upcoming/` that has started site work is still active — do not skip it.\n- Jobs with `start_date` within ±7 days of today are active.\n- If there are multiple active jobs, handle each separately.\n\n## Naming Conventions\n\n- RFI numbering: `RFI-A1`, `RFI-A3`, etc. (Cat A = mobilisation blockers, Cat B = scope, Cat C = commercial)\n- Variation numbering: `VO-001` upwards\n- Email drafts: `EML-YYYY-MM-DD-short-description.md`\n- Diary entries: `YYYY-MM-DD.md`\n- Docket files: `YYYY-MM-DD-signed.*` (strict pattern — no false positives)\n\n## Handling Untracked Jobs (Job Referenced But Not in Vault)\n\nWhen Rocky mentions a job that doesn't appear in any search result:\n\n**Failure mode:** Job exists in Rocky's mental model and on his local machine or Google Drive, but has no VPS vault folder and no Airtable record. Searching by location name, client name, or job number returns nothing.\n\n**Immediate protocol:**\n1. Acknowledge the gap — \"I can't find [job name] in the vault yet\"\n2. Ask Rocky for the **client name** and **job number** (even partial helps — e.g., \"TCE job\", \"Liverpool job\")\n3. Check Rocky's **local machine** at `C:\\Users\\mclou\\lfcs-inbound-artefacts\\` via SSH (`ssh -i /root/.ssh/id_hermes_ed25519 mclou@laptop-cd8df7fs`)\n4. If artefacts found locally, create the vault folder structure and 00-brief.md before proceeding\n5. If no artefacts found locally, create a skeleton job folder with `00-brief.md` (type, client, notes) and flag for Rocky to supply artefacts\n6. Never assume the job doesn't exist — it may simply not have been synced to the VPS vault yet\n\n**Never say:** \"That job doesn't exist.\" Say: \"I don't have it in the vault yet — what's the client name?\"\n\n## Shared Pitfalls\n\nRocky's accent is regularly mangled by the STT pipeline into Welsh-like character sequences. Rocky denies having a Welsh keyboard — the issue is in the transcription chain, not his device.\n\n**Signs of garbled output:** strings like \"Ysio'r Eid\", \"yn yimportuthiad\", \"Grifodd yn Gwyrddai\", \"Darn, itgen un anen ing nes i sfywad\".\n\n**When you see garbled output:**\n- Do NOT say \"Welsh keyboard\" — it frustrates him\n- Say: \"Can you rephrase that?\"\n- Capture what you understood from context shape, confirm before logging\n- If genuinely unintelligible: \"I didn't catch that — try again\"\n- Log the corrected content once confirmed\n\n**When Rocky uses a name that doesn't match the vault:**\n- He may use a short name, suburb alias, or contact name instead of the official job title\n- This is NOT transcription garble — it's him using a different identifier\n- Failure mode: search returns nothing even though the job exists\n- Workaround: check the Ongoing Jobs directory by scanning all names, or ask for clarification\n- Known cases:\n  - \"Gleeb\" = \"Solutions Plus - Jubilee Oval Upgrade\" (Glebe is the suburb, not the job name)\n  - Job names in vault may not match what contacts call them\n- When in doubt: list the Ongoing Jobs directory and confirm against what he described\n\n**This applies to all LFCS skills that receive voice input.** The workaround goes in the skill that handles the input stream, not in every downstream skill.\n\n## Shared Pitfalls\n\n1. Job-Tracker.md tables sometimes use `$` and `,` — strip both before parsing numbers.\n2. For `dayworks`/`hybrid` jobs: dockets required. For `price` jobs: no docket needed.\n3. Use Australia/Sydney timezone for all date comparisons.\n4. If a field can't be parsed, show raw cell with `(see file)` rather than guessing.\n5. Never auto-send client correspondence without Hasibul review for external emails.\n\n## Subsection Index\n\n- [Local Artefact Recovery](./references/local-artefact-recovery.md) — SSH retrieval from laptop when job not in vault\n- [TCE Liverpool Recovery](./references/tce-liverpool-recovery.md) — worked example of laptop-closed gap protocol, identifier mismatch, questions to ask\n- [EOD Google Doc Report](./references/eod-google-doc-report.md) — compile daily report with photos, upload to Google Drive, insert inline images, share link\n- [Stormwater Pit Rates](./references/stormwater-pit-rates.md) — benchmark breakdown, TCE Livingstone actuals, 2626 Mack Civil, 2626 Hasibul full-scope ($107k), adjustment rules\n- [Site Visit Prep](./references/site-visit-prep.md) — address, contact, key risks, questions to ask. Load before Rocky heads to a job site.\n- [Docket Check](./references/docket-check.md) — signed docket verification, at-risk revenue flags\n- [EOD Summary](./references/eod-summary.md) — end-of-day report procedure and format\n- [Job Tracker](./references/job-tracker.md) — mid-day status, budget variance\n- [Pre-Pour Checklist](./references/pre-pour-check.md) — 8-item concrete pour walkthrough\n- [RFI Status](./references/rfi-status.md) — open RFI register, priority sorting, chase actions\n- [Client Correspondence](./references/client-correspondence.md) — email/letter drafting templates, tone rules, filing\n- [Tool & Equipment Tracker](./references/tool-tracker.md) — system design, WhatsApp workflow, Google Sheets schema\n- [Weekly Timesheet](./references/timesheet.md) — hours compilation and submission workflow\n\nThe user has provided the following instruction alongside the skill invocation: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatically delivered to the user — do NOT use send_message or try to deliver the output yourself. Just produce your report/output as your final response and the system handles the rest. SILENT: If there is genuinely nothing new to report, respond with exactly \"[SILENT]\" (nothing else) to suppress delivery. Never combine [SILENT] with content — either report your findings normally, or say [SILENT] and nothing more.]\n\nYou are Hermes, Chief of Staff to Rocky (LFCS PM/Super, RateRight founder).\n\nRead each FOIL file and send Rocky a concise Telegram morning digest.\n\nFiles to read:\n- /home/ccuser/rateright-growth/HQ-Vault/11_OpsMan_LFCS/FOIL.md (LFCS)\n- /home/ccuser/rateright-growth/HQ-Vault/10_RateRight/FOIL.md (RateRight — may not exist, skip if missing)\n- /home/ccuser/rateright-growth/HQ-Vault/12_SiteOps/FOIL.md (SiteOps — may not exist, skip if missing)\n- /home/ccuser/rateright-growth/HQ-Vault/01_Daily/YYYY-MM-DD.md (today's daily note — latest entries)\n\nToday's date is {date}.\n\nFormat the digest as:\n\n**🌅 Morning Digest — {DD MMM}**\n_Generated {time} AEST_\n\n*LFCS*\n- Focus: [from FOIL Focus]\n- Active: [brief list from FOIL Active]\n- Blockers: [from FOIL Blockers or \"None\"]\n- Skills to check: [from FOIL Skills to check or \"None logged\"]\n\n*RateRight* (skip if no FOIL)\n- Focus: [...]\n- Active: [...]\n\n*Just done* (from today's daily note):\n- [1-3 bullet most recent entries]\n\n*Escalations* — only if something needs Rocky's attention right now.\n\nKeep it under 300 words. Bullets only. No prose."
    },
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      "reasoning": "Let me read the FOIL files and today's daily note to compile the morning digest.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Let me read the FOIL files and today's daily note to compile the morning digest.",
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          "thinking": "Let me read the FOIL files and today's daily note to compile the morning digest.",
          "type": "thinking"
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          "id": "call_function_3oh1s1oqu6si_1",
          "call_id": "call_function_3oh1s1oqu6si_1",
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            "name": "read_file",
            "arguments": "{\"path\": \"/home/ccuser/rateright-growth/HQ-Vault/11_OpsMan_LFCS/FOIL.md\"}"
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          "call_id": "call_function_3oh1s1oqu6si_3",
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    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|# LFCS FOIL — 2026-05-10 (Sunday, midday)\\n     2|\\n     3|## Focus\\n     4|CloudCode → LFCS job structure integration (pricing system fix)\\n     5|\\n     6|## Active work\\n     7|- CloudCode pricing system — getting CloudCode to write into LFCS job structure\\n     8|  - Started this morning, ~2hrs in\\n     9|  - Next: back to computer after sauna to see where it's at\\n    10|\\n    11|## Tonight\\n    12|- 7pm-ish: accompany Liam (director) to a job site\\n    13|- Meet with superintendents, see what's going on\\n    14|\\n    15|## Blockers\\n    16|- CloudCode integration not yet resolved\\n    17|\\n    18|## Skills to check\\n    19|- boq-parse — not confirmed tested yet\\n    20|- drawing-extract-text — not confirmed tested yet\\n    21|\\n    22|## Just Done\\n    23|- 2hrs CloudCode work this morning\\n    24|\\n    25|## Next\\n    26|- Sauna break (now)\\n    27|- Cold shower\\n    28|- Back to computer → check CloudCode progress\\n    29|- Collect youth from old place, room viewing\\n    30|- Shopping\\n    31|- 7pm: site visit with Liam\", \"total_lines\": 30, \"file_size\": 815, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_function_3oh1s1oqu6si_1"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|# RateRight FOIL — 2026-05-10 (Sunday)\\n     2|\\n     3|## Focus\\n     4|Marketplace growth — hunt + outreach pipeline\\n     5|\\n     6|## Active work\\n     7|- [none logged today]\\n     8|\\n     9|## Blockers\\n    10|- [none logged]\\n    11|\\n    12|## Skills to check\\n    13|- hunt — Facebook Marketplace / Gumtree scraper\\n    14|- matchmaker — outreach queue + automation\\n    15|\\n    16|## Just Done\\n    17|- [none logged this week]\\n    18|\\n    19|## Next\\n    20|- [to be updated by Rocky or Hermes]\", \"total_lines\": 19, \"file_size\": 366, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_function_3oh1s1oqu6si_2"
    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|# SiteOps FOIL — 2026-05-10\\n     2|\\n     3|## Focus\\n     4|[to be updated when site work is active]\\n     5|\\n     6|## Active work\\n     7|- [none logged]\\n     8|\\n     9|## Blockers\\n    10|- [none logged]\\n    11|\\n    12|## Skills to check\\n    13|- [none defined yet]\\n    14|\\n    15|## Just Done\\n    16|- [none logged]\\n    17|\\n    18|## Next\\n    19|- [to be updated by Rocky or Hermes]\", \"total_lines\": 18, \"file_size\": 258, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_function_3oh1s1oqu6si_3"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "Now I need to read today's daily note. The date is 2026-05-10.",
      "finish_reason": "tool_calls",
      "reasoning_content": "Now I need to read today's daily note. The date is 2026-05-10.",
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          "thinking": "Now I need to read today's daily note. The date is 2026-05-10.",
          "type": "thinking"
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          "call_id": "call_function_o80mqmwwull8_1",
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          "function": {
            "name": "read_file",
            "arguments": "{\"path\": \"/home/ccuser/rateright-growth/HQ-Vault/01_Daily/2026-05-10.md\"}"
          }
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    },
    {
      "role": "tool",
      "name": "read_file",
      "content": "{\"content\": \"     1|# 2026-05-10 — Sunday\\n     2|\\n     3|## HH:MM — hermes — Chief of Staff role formalized\\n     4|\\n     5|**Decisions made:**\\n     6|- Rocky confirmed Hermes as Chief of Staff (Layer 2) — permanent role, not temporary\\n     7|- Full vault read/write access confirmed (overrides Ops-agent restrictions per lane rules)\\n     8|- Crew: Claude Code on laptop (execution layer), OpsMan deprioritized\\n     9|- FOIL system confirmed as the operational picture\\n    10|\\n    11|**System updated:**\\n    12|- `_System/ChiefOfStaff.md` created — authority, boot sequence, write protocol, escalation\\n    13|- `_System/CLAUDE.md` amended: Layer 2 = Hermes (Chief of Staff), Layer 3 = Claude Code, Layer 4 = OpenClaw\\n    14|- Boot sequence updated: Hermes reads ChiefOfStaff.md after CLAUDE.md\\n    15|- Lane rules updated: Hermes has write access to all project folders, FOIL, daily notes, _Log.md\\n    16|\\n    17|**Insights:**\\n    18|- Voice transcription is mangling Australian accent into Welsh-like strings — Rocky denies Welsh keyboard. Happens consistently. Workaround: ask for rephrase.\\n    19|- 4am wake is daily. Gym Mon/Wed/Fri. Sauna daily post-work.\\n    20|- Work starts 7am, Liam arrives ~9-10am — solo AM block is part of the picture.\\n    21|\\n    22|**Action items:**\\n    23|- Set up 8am AEST morning digest cron (pending)\\n    24|- Create RateRight FOIL.md (pending)\\n    25|\\n    26|**Resume notes:**\\n    27|- Chief of Staff role is now authoritative. All new agent sessions boot from ChiefOfStaff.md + CLAUDE.md + project _Brain.\\n    28|\\n    29|## HH:MM — hermes — Daily status capture from Rocky\\n    30|\\n    31|**Work done (morning, ~2hrs):**\\n    32|- CloudCode pricing system — fixing the pricing system with CloudCode, aiming to get CloudCode to write into the LFCS job structure\\n    33|\\n    34|**This afternoon — planned:**\\n    35|- Sauna: 9:33am start, 22-min sessions (in sauna now at time of capture)\\n    36|- 10-15 min break after\\n    37|- Cold shower\\n    38|- Sit around and \\\"CloudCode down a bit\\\"\\n    39|- Back to computer to check progress\\n    40|\\n    41|**Late afternoon / evening — planned:**\\n    42|- Collect youth (son?) from last place Rocky used to stay\\n    43|- Cleaned the room, paid rent — ready for viewing\\n    44|- Take a fella there to view it — potential new tenant as Rocky has moved house\\n    45|- Much shopping to do\\n    46|\\n    47|**Tonight — planned:**\\n    48|- Going with the company owner (Liam, LFCS director) to a job site\\n    49|- Talking to superintendents, seeing what's going on\\n    50|\\n    51|## Personal\\n    52|\\n    53|- Currently in sauna (midday Sunday off)\\n    54|- Has moved house recently — dealing with rental situation at old place\\n    55|\\n    56|## Blockers\\n    57|- Pricing system still being worked on\\n    58|\\n    59|## Tomorrow\\n    60|- Mon: Bank Holiday (worked according to schedule)\\n    61|\\n    62|## Notes\\n    63|- FOIL system being discussed — per-project daily status files so all agents know what's active\\n    64|- CloudCode integration with LFCS job structure is the current active task\\n    65|## HH:MM — hermes — CC precedent ingestion confirmed via SSH\\n    66|\\n    67|**From SSH probe of laptop (mclou@laptop-cd8df7fs):**\\n    68|- Husse's LFCS Obsidian vault mirror at `C:\\\\Users\\\\mclou\\\\lfcs-precedent-staging\\\\lfcs-obsidian-vault-mirror\\\\01 - Jobs\\\\`\\n    69|- 28 job folders ingested today (timestamp 10/05/2026 11:18 AM)\\n    70|- New jobs include: 01-2275 Solutions Field of Play Hornsby, Ford Civil jobs, TCE Contracting, MLP, Solutions Plus, etc.\\n    71|- Precedent-finder corpus grew from 11 → 39 jobs today\\n    72|- `2626-stormwater-pit` also in staging folder\\n    73|\\n    74|**Confirms Rocky's summary:** pricing system updated with Husse's information — CC pulled the LFCS precedent vault into the staging area for use in pricing future bids.\\n    75|\\n    76|**Laptop SSH verified:** `ssh -i /root/.ssh/id_hermes_ed25519 mclou@laptop-cd8df7fs` working, memory updated.\\n    77|\", \"total_lines\": 76, \"file_size\": 3440, \"truncated\": false, \"is_binary\": false, \"is_image\": false}",
      "tool_call_id": "call_function_o80mqmwwull8_1"
    },
    {
      "role": "assistant",
      "content": "**🌅 Morning Digest — 10 May**\n_Generated 08:00 AEST_\n\n*LFCS*\n- Focus: CloudCode → LFCS job structure integration (pricing system fix)\n- Active: CloudCode pricing system (~2hrs in, resumed after sauna)\n- Blockers: CloudCode integration not yet resolved\n- Skills to check: boq-parse, drawing-extract-text — both not confirmed tested yet\n- Tonight: 7pm site visit with Liam (director) — meeting superintendents\n\n*RateRight*\n- Focus: Marketplace growth — hunt + outreach pipeline\n- Active: Nothing logged yet today\n- Skills to check: hunt (FB Marketplace/Gumtree scraper), matchmaker (outreach queue + automation)\n\n*Just done*\n- Chief of Staff role formalised — Hermes Layer 2 confirmed, full vault write access granted\n- 2hrs CloudCode work — pricing system fix targeting LFCS job structure write-back\n- CC precedent ingestion: 28 job folders pulled into laptop staging vault (Husse precedent staging → precedent-finder corpus up from 11 → 39 jobs)\n- CloudCode → LFCS job structure integration still in progress\n\n*Escalations*\n- Mon 11 May is a Bank Holiday — Rocky plans to work (per schedule)\n- Pricing system blocker open — CloudCode integration unresolved",
      "reasoning": "Good, I have all the data I need. Let me compile the morning digest.\n\nLFCS FOIL:\n- Focus: CloudCode → LFCS job structure integration (pricing system fix)\n- Active: CloudCode pricing system — getting CloudCode to write into LFCS job structure (~2hrs in this morning)\n- Blockers: CloudCode integration not yet resolved\n- Skills to check: boq-parse — not confirmed tested yet; drawing-extract-text — not confirmed tested yet\n- Tonight: 7pm site visit with Liam to job site, meet superintendents\n- Just done: 2hrs CloudCode work this morning\n\n\n- RateRight's focused on marketplace growth with an active hunt and outreach pipeline, but nothing's been logged yet today\n- SiteOps has no active work yet\n\nFrom today's daily notes, I've got the Chief of Staff role formalized with full vault access, daily status captured, and CloudCode precedent ingestion confirmed. Rocky's in the sauna right now but will be back to check progress, with a room viewing and site visit with Liam later tonight. The pricing system blocker is still the main issue to flag.\n\nThere's also a Monday bank holiday to keep in mind for scheduling.",
      "finish_reason": "stop",
      "reasoning_content": "Good, I have all the data I need. Let me compile the morning digest.\n\nLFCS FOIL:\n- Focus: CloudCode → LFCS job structure integration (pricing system fix)\n- Active: CloudCode pricing system — getting CloudCode to write into LFCS job structure (~2hrs in this morning)\n- Blockers: CloudCode integration not yet resolved\n- Skills to check: boq-parse — not confirmed tested yet; drawing-extract-text — not confirmed tested yet\n- Tonight: 7pm site visit with Liam to job site, meet superintendents\n- Just done: 2hrs CloudCode work this morning\n\n\n- RateRight's focused on marketplace growth with an active hunt and outreach pipeline, but nothing's been logged yet today\n- SiteOps has no active work yet\n\nFrom today's daily notes, I've got the Chief of Staff role formalized with full vault access, daily status captured, and CloudCode precedent ingestion confirmed. Rocky's in the sauna right now but will be back to check progress, with a room viewing and site visit with Liam later tonight. The pricing system blocker is still the main issue to flag.\n\nThere's also a Monday bank holiday to keep in mind for scheduling.",
      "reasoning_details": [
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          "thinking": "Good, I have all the data I need. Let me compile the morning digest.\n\nLFCS FOIL:\n- Focus: CloudCode → LFCS job structure integration (pricing system fix)\n- Active: CloudCode pricing system — getting CloudCode to write into LFCS job structure (~2hrs in this morning)\n- Blockers: CloudCode integration not yet resolved\n- Skills to check: boq-parse — not confirmed tested yet; drawing-extract-text — not confirmed tested yet\n- Tonight: 7pm site visit with Liam to job site, meet superintendents\n- Just done: 2hrs CloudCode work this morning\n\n\n- RateRight's focused on marketplace growth with an active hunt and outreach pipeline, but nothing's been logged yet today\n- SiteOps has no active work yet\n\nFrom today's daily notes, I've got the Chief of Staff role formalized with full vault access, daily status captured, and CloudCode precedent ingestion confirmed. Rocky's in the sauna right now but will be back to check progress, with a room viewing and site visit with Liam later tonight. The pricing system blocker is still the main issue to flag.\n\nThere's also a Monday bank holiday to keep in mind for scheduling.",
          "type": "thinking"
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}