diff --git a/skills/autonomous-ai-agents/hermes-agent/SKILL.md b/skills/autonomous-ai-agents/hermes-agent/SKILL.md index 2177c9c6a5..1043b48702 100644 --- a/skills/autonomous-ai-agents/hermes-agent/SKILL.md +++ b/skills/autonomous-ai-agents/hermes-agent/SKILL.md @@ -1,10 +1,9 @@ --- name: hermes-agent description: "Configure, extend, or contribute to Hermes Agent." -version: 2.1.0 +version: 3.0.0 author: Hermes Agent + Teknium license: MIT -platforms: [linux, macos, windows] metadata: hermes: tags: [hermes, setup, configuration, multi-agent, spawning, cli, gateway, development] @@ -25,996 +24,67 @@ What makes Hermes different: - **Profiles** — run multiple independent Hermes instances with isolated configs, sessions, skills, and memory. - **Extensible** — plugins, MCP servers, custom tools, webhook triggers, cron scheduling, and the full Python ecosystem. -People use Hermes for software development, research, system administration, data analysis, content creation, home automation, and anything else that benefits from an AI agent with persistent context and full system access. +**This skill is a navigation index.** The complete documentation lives in `website/docs/` inside the repo. When the user asks about Hermes configuration, extension, or troubleshooting, fetch only the relevant doc — never load everything. -**This skill helps you work with Hermes Agent effectively** — setting it up, configuring features, spawning additional agent instances, troubleshooting issues, finding the right commands and settings, and understanding how the system works when you need to extend or contribute to it. +## Doc Tree & Quick Mapping -**Docs:** https://hermes-agent.nousresearch.com/docs/ +Docs live at `~/.hermes/hermes-agent/website/docs/`. Read them locally with `read_file`. Paths are relative to that directory: -## Quick Start +| User asks about... | Read | +|---|---| +| Install, setup, update | `getting-started/quickstart.md`, `getting-started/installation.md`, `getting-started/updating.md` | +| Model/provider config | `user-guide/configuring-models.md`, `integrations/providers.md` | +| Config (yaml, env, tools) | `user-guide/configuration.md` | +| CLI commands, flags, spawning | `reference/cli-commands.md`, `user-guide/cli.md` | +| Gateway, messaging platforms | `user-guide/messaging/index.md` | +| Telegram setup, topics, DM | `user-guide/messaging/telegram.md` | +| Other platforms (Discord, Slack, etc.) | `user-guide/messaging/.md` | +| Creating/adding tools | `developer-guide/adding-tools.md` | +| Skills system | `user-guide/features/skills.md`, `developer-guide/creating-skills.md` | +| Memory system | `user-guide/features/memory.md`, `user-guide/features/memory-providers.md` | +| Cron jobs | `user-guide/features/cron.md`, `guides/cron-troubleshooting.md` | +| MCP servers | `user-guide/features/mcp.md`, `reference/mcp-config-reference.md` | +| Profiles | `user-guide/profiles.md`, `reference/profile-commands.md` | +| Voice, TTS, STT | `user-guide/features/voice-mode.md`, `user-guide/features/tts.md` | +| Browser automation | `user-guide/features/browser.md` | +| Delegation, subagents | `user-guide/features/delegation.md` | +| Security, secrets, redaction | `user-guide/security.md`, `user-guide/secrets/` | +| Slash commands (in-session) | `reference/slash-commands.md` | +| All tools reference | `reference/tools-reference.md`, `reference/toolsets-reference.md` | +| Troubleshooting | `reference/faq.md` | +| Environment variables | `reference/environment-variables.md` | +| Available models | `reference/model-catalog.md` | +| Developing, contributing | `developer-guide/contributing.md`, `developer-guide/architecture.md` | +| Agent loop internals | `developer-guide/agent-loop.md` | +| Context compression, caching | `developer-guide/context-compression-and-caching.md` | +| Provider plugins | `developer-guide/model-provider-plugin.md` | -```bash -# Install -curl -fsSL https://raw.githubusercontent.com/NousResearch/hermes-agent/main/scripts/install.sh | bash +**How to read:** Use `read_file` with these paths relative to `~/.hermes/hermes-agent/website/docs/`. Only read the specific doc(s) relevant to the question. If the doc doesn't answer it, check `reference/faq.md` next. Fallback: fetch from `https://raw.githubusercontent.com/NousResearch/hermes-agent/main/website/docs/` if the local repo isn't available. -# Interactive chat (default) -hermes +**Docs site:** https://hermes-agent.nousresearch.com/docs/ -# Single query -hermes chat -q "What is the capital of France?" +**How to fetch efficiently:** +- Scan section headers before reading a full doc to narrow down what you actually need +- Trim large docs — some exceed 200KB; use offset/limit to read only relevant sections +- Browse the directory tree on GitHub when the mapping above doesn't cover a topic -# Setup wizard -hermes setup - -# Change model/provider -hermes model - -# Check health -hermes doctor -``` - ---- - -## CLI Reference - -### Global Flags - -``` -hermes [flags] [command] - - --version, -V Show version - --resume, -r SESSION Resume session by ID or title - --continue, -c [NAME] Resume by name, or most recent session - --worktree, -w Isolated git worktree mode (parallel agents) - --skills, -s SKILL Preload skills (comma-separate or repeat) - --profile, -p NAME Use a named profile - --yolo Skip dangerous command approval - --pass-session-id Include session ID in system prompt -``` - -No subcommand defaults to `chat`. - -### Chat - -``` -hermes chat [flags] - -q, --query TEXT Single query, non-interactive - -m, --model MODEL Model (e.g. anthropic/claude-sonnet-4) - -t, --toolsets LIST Comma-separated toolsets - --provider PROVIDER Force provider (openrouter, anthropic, nous, etc.) - -v, --verbose Verbose output - -Q, --quiet Suppress banner, spinner, tool previews - --checkpoints Enable filesystem checkpoints (/rollback) - --source TAG Session source tag (default: cli) -``` - -### Configuration - -``` -hermes setup [section] Interactive wizard (model|terminal|gateway|tools|agent) -hermes model Interactive model/provider picker -hermes config View current config -hermes config edit Open config.yaml in $EDITOR -hermes config set KEY VAL Set a config value -hermes config path Print config.yaml path -hermes config env-path Print .env path -hermes config check Check for missing/outdated config -hermes config migrate Update config with new options -hermes login [--provider P] OAuth login (nous, openai-codex) -hermes logout Clear stored auth -hermes doctor [--fix] Check dependencies and config -hermes status [--all] Show component status -``` - -### Tools & Skills - -``` -hermes tools Interactive tool enable/disable (curses UI) -hermes tools list Show all tools and status -hermes tools enable NAME Enable a toolset -hermes tools disable NAME Disable a toolset - -hermes skills list List installed skills -hermes skills search QUERY Search the skills hub -hermes skills install ID Install a skill (ID can be a hub identifier OR a direct https://…/SKILL.md URL; pass --name to override when frontmatter has no name) -hermes skills inspect ID Preview without installing -hermes skills config Enable/disable skills per platform -hermes skills check Check for updates -hermes skills update Update outdated skills -hermes skills uninstall N Remove a hub skill -hermes skills publish PATH Publish to registry -hermes skills browse Browse all available skills -hermes skills tap add REPO Add a GitHub repo as skill source -``` - -### MCP Servers - -``` -hermes mcp serve Run Hermes as an MCP server -hermes mcp add NAME Add an MCP server (--url or --command) -hermes mcp remove NAME Remove an MCP server -hermes mcp list List configured servers -hermes mcp test NAME Test connection -hermes mcp configure NAME Toggle tool selection -``` - -### Gateway (Messaging Platforms) - -``` -hermes gateway run Start gateway foreground -hermes gateway install Install as background service -hermes gateway start/stop Control the service -hermes gateway restart Restart the service -hermes gateway status Check status -hermes gateway setup Configure platforms -``` - -Supported platforms: Telegram, Discord, Slack, WhatsApp, Signal, Email, SMS, Matrix, Mattermost, Home Assistant, DingTalk, Feishu, WeCom, BlueBubbles (iMessage), Weixin (WeChat), API Server, Webhooks. Open WebUI connects via the API Server adapter. - -Platform docs: https://hermes-agent.nousresearch.com/docs/user-guide/messaging/ - -### Sessions - -``` -hermes sessions list List recent sessions -hermes sessions browse Interactive picker -hermes sessions export OUT Export to JSONL -hermes sessions rename ID T Rename a session -hermes sessions delete ID Delete a session -hermes sessions prune Clean up old sessions (--older-than N days) -hermes sessions stats Session store statistics -``` - -### Cron Jobs - -``` -hermes cron list List jobs (--all for disabled) -hermes cron create SCHED Create: '30m', 'every 2h', '0 9 * * *' -hermes cron edit ID Edit schedule, prompt, delivery -hermes cron pause/resume ID Control job state -hermes cron run ID Trigger on next tick -hermes cron remove ID Delete a job -hermes cron status Scheduler status -``` - -### Webhooks - -``` -hermes webhook subscribe N Create route at /webhooks/ -hermes webhook list List subscriptions -hermes webhook remove NAME Remove a subscription -hermes webhook test NAME Send a test POST -``` - -### Profiles - -``` -hermes profile list List all profiles -hermes profile create NAME Create (--clone, --clone-all, --clone-from) -hermes profile use NAME Set sticky default -hermes profile delete NAME Delete a profile -hermes profile show NAME Show details -hermes profile alias NAME Manage wrapper scripts -hermes profile rename A B Rename a profile -hermes profile export NAME Export to tar.gz -hermes profile import FILE Import from archive -``` - -### Credential Pools - -``` -hermes auth add Interactive credential wizard -hermes auth list [PROVIDER] List pooled credentials -hermes auth remove P INDEX Remove by provider + index -hermes auth reset PROVIDER Clear exhaustion status -``` - -### Other - -``` -hermes insights [--days N] Usage analytics -hermes update Update to latest version -hermes pairing list/approve/revoke DM authorization -hermes plugins list/install/remove Plugin management -hermes honcho setup/status Honcho memory integration (requires honcho plugin) -hermes memory setup/status/off Memory provider config -hermes completion bash|zsh Shell completions -hermes acp ACP server (IDE integration) -hermes claw migrate Migrate from OpenClaw -hermes uninstall Uninstall Hermes -``` - ---- - -## Slash Commands (In-Session) - -Type these during an interactive chat session. New commands land fairly -often; if something below looks stale, run `/help` in-session for the -authoritative list or see the [live slash commands reference](https://hermes-agent.nousresearch.com/docs/reference/slash-commands). -The registry of record is `hermes_cli/commands.py` — every consumer -(autocomplete, Telegram menu, Slack mapping, `/help`) derives from it. - -### Session Control -``` -/new (/reset) Fresh session -/clear Clear screen + new session (CLI) -/retry Resend last message -/undo Remove last exchange -/title [name] Name the session -/compress Manually compress context -/stop Kill background processes -/rollback [N] Restore filesystem checkpoint -/snapshot [sub] Create or restore state snapshots of Hermes config/state (CLI) -/background Run prompt in background -/queue Queue for next turn -/steer Inject a message after the next tool call without interrupting -/agents (/tasks) Show active agents and running tasks -/resume [name] Resume a named session -/goal [text|sub] Set a standing goal Hermes works on across turns until achieved - (subcommands: status, pause, resume, clear) -/redraw Force a full UI repaint (CLI) -``` - -### Configuration -``` -/config Show config (CLI) -/model [name] Show or change model -/personality [name] Set personality -/reasoning [level] Set reasoning (none|minimal|low|medium|high|xhigh|show|hide) -/verbose Cycle: off → new → all → verbose -/voice [on|off|tts] Voice mode -/yolo Toggle approval bypass -/busy [sub] Control what Enter does while Hermes is working (CLI) - (subcommands: queue, steer, interrupt, status) -/indicator [style] Pick the TUI busy-indicator style (CLI) - (styles: kaomoji, emoji, unicode, ascii) -/footer [on|off] Toggle gateway runtime-metadata footer on final replies -/skin [name] Change theme (CLI) -/statusbar Toggle status bar (CLI) -``` - -### Tools & Skills -``` -/tools Manage tools (CLI) -/toolsets List toolsets (CLI) -/skills Search/install skills (CLI) -/skill Load a skill into session -/reload-skills Re-scan ~/.hermes/skills/ for added/removed skills -/reload Reload .env variables into the running session (CLI) -/reload-mcp Reload MCP servers -/cron Manage cron jobs (CLI) -/curator [sub] Background skill maintenance (status, run, pin, archive, …) -/kanban [sub] Multi-profile collaboration board (tasks, links, comments) -/plugins List plugins (CLI) -``` - -### Gateway -``` -/approve Approve a pending command (gateway) -/deny Deny a pending command (gateway) -/restart Restart gateway (gateway) -/sethome Set current chat as home channel (gateway) -/update Update Hermes to latest (gateway) -/topic [sub] Enable or inspect Telegram DM topic sessions (gateway) -/platforms (/gateway) Show platform connection status (gateway) -``` - -### Utility -``` -/branch (/fork) Branch the current session -/fast Toggle priority/fast processing -/browser Open CDP browser connection -/history Show conversation history (CLI) -/save Save conversation to file (CLI) -/copy [N] Copy the last assistant response to clipboard (CLI) -/paste Attach clipboard image (CLI) -/image Attach local image file (CLI) -``` - -### Info -``` -/help Show commands -/commands [page] Browse all commands (gateway) -/usage Token usage -/insights [days] Usage analytics -/gquota Show Google Gemini Code Assist quota usage (CLI) -/status Session info (gateway) -/profile Active profile info -/debug Upload debug report (system info + logs) and get shareable links -``` - -### Exit -``` -/quit (/exit, /q) Exit CLI -``` - ---- - -## Key Paths & Config +## Key Paths ``` ~/.hermes/config.yaml Main configuration ~/.hermes/.env API keys and secrets -$HERMES_HOME/skills/ Installed skills -~/.hermes/sessions/ Gateway routing index, request dumps, *.jsonl transcripts (and optional per-session JSON snapshots when sessions.write_json_snapshots: true) -~/.hermes/state.db Canonical session store (SQLite + FTS5) +~/.hermes/SOUL.md Agent persona +~/.hermes/skills/ Installed skills +~/.hermes/sessions/ Session transcripts ~/.hermes/logs/ Gateway and error logs -~/.hermes/auth.json OAuth tokens and credential pools ~/.hermes/hermes-agent/ Source code (if git-installed) ``` -Profiles use `~/.hermes/profiles//` with the same layout. - -### Config Sections - -Edit with `hermes config edit` or `hermes config set section.key value`. - -| Section | Key options | -|---------|-------------| -| `model` | `default`, `provider`, `base_url`, `api_key`, `context_length` | -| `agent` | `max_turns` (90), `tool_use_enforcement` | -| `terminal` | `backend` (local/docker/ssh/modal), `cwd`, `timeout` (180) | -| `compression` | `enabled`, `threshold` (0.50), `target_ratio` (0.20) | -| `display` | `skin`, `tool_progress`, `show_reasoning`, `show_cost` | -| `stt` | `enabled`, `provider` (local/groq/openai/mistral) | -| `tts` | `provider` (edge/elevenlabs/openai/minimax/mistral/neutts) | -| `memory` | `memory_enabled`, `user_profile_enabled`, `provider` | -| `security` | `tirith_enabled`, `website_blocklist` | -| `delegation` | `model`, `provider`, `base_url`, `api_key`, `max_iterations` (50), `reasoning_effort` | -| `checkpoints` | `enabled`, `max_snapshots` (50) | - -Full config reference: https://hermes-agent.nousresearch.com/docs/user-guide/configuration - -### Providers - -20+ providers supported. Set via `hermes model` or `hermes setup`. - -| Provider | Auth | Key env var | -|----------|------|-------------| -| OpenRouter | API key | `OPENROUTER_API_KEY` | -| Anthropic | API key | `ANTHROPIC_API_KEY` | -| Nous Portal | OAuth | `hermes auth` | -| OpenAI Codex | OAuth | `hermes auth` | -| GitHub Copilot | Token | `COPILOT_GITHUB_TOKEN` | -| Google Gemini | API key | `GOOGLE_API_KEY` or `GEMINI_API_KEY` | -| DeepSeek | API key | `DEEPSEEK_API_KEY` | -| xAI / Grok | API key | `XAI_API_KEY` | -| Hugging Face | Token | `HF_TOKEN` | -| Z.AI / GLM | API key | `GLM_API_KEY` | -| MiniMax | API key | `MINIMAX_API_KEY` | -| MiniMax CN | API key | `MINIMAX_CN_API_KEY` | -| Kimi / Moonshot | API key | `KIMI_API_KEY` | -| Alibaba / DashScope | API key | `DASHSCOPE_API_KEY` | -| Xiaomi MiMo | API key | `XIAOMI_API_KEY` | -| Kilo Code | API key | `KILOCODE_API_KEY` | -| AI Gateway (Vercel) | API key | `AI_GATEWAY_API_KEY` | -| OpenCode Zen | API key | `OPENCODE_ZEN_API_KEY` | -| OpenCode Go | API key | `OPENCODE_GO_API_KEY` | -| Qwen OAuth | OAuth | `hermes login --provider qwen-oauth` | -| Custom endpoint | Config | `model.base_url` + `model.api_key` in config.yaml | -| GitHub Copilot ACP | External | `COPILOT_CLI_PATH` or Copilot CLI | - -Full provider docs: https://hermes-agent.nousresearch.com/docs/integrations/providers - -### Toolsets - -Enable/disable via `hermes tools` (interactive) or `hermes tools enable/disable NAME`. - -| Toolset | What it provides | -|---------|-----------------| -| `web` | Web search and content extraction | -| `search` | Web search only (subset of `web`) | -| `browser` | Browser automation (Browserbase, Camofox, or local Chromium) | -| `terminal` | Shell commands and process management | -| `file` | File read/write/search/patch | -| `code_execution` | Sandboxed Python execution | -| `vision` | Image analysis | -| `image_gen` | AI image generation | -| `video` | Video analysis and generation | -| `tts` | Text-to-speech | -| `skills` | Skill browsing and management | -| `memory` | Persistent cross-session memory | -| `session_search` | Search past conversations | -| `delegation` | Subagent task delegation | -| `cronjob` | Scheduled task management | -| `clarify` | Ask user clarifying questions | -| `messaging` | Cross-platform message sending | -| `todo` | In-session task planning and tracking | -| `kanban` | Multi-agent work-queue tools (gated to workers) | -| `debugging` | Extra introspection/debug tools (off by default) | -| `safe` | Minimal, low-risk toolset for locked-down sessions | -| `spotify` | Spotify playback and playlist control | -| `homeassistant` | Smart home control (off by default) | -| `discord` | Discord integration tools | -| `discord_admin` | Discord admin/moderation tools | -| `feishu_doc` | Feishu (Lark) document tools | -| `feishu_drive` | Feishu (Lark) drive tools | -| `yuanbao` | Yuanbao integration tools | -| `rl` | Reinforcement learning tools (off by default) | -| `moa` | Mixture of Agents (off by default) | - -Full enumeration lives in `toolsets.py` as the `TOOLSETS` dict; `_HERMES_CORE_TOOLS` is the default bundle most platforms inherit from. - -Tool changes take effect on `/reset` (new session). They do NOT apply mid-conversation to preserve prompt caching. - ---- - -## Security & Privacy Toggles - -Common "why is Hermes doing X to my output / tool calls / commands?" toggles — and the exact commands to change them. Most of these need a fresh session (`/reset` in chat, or start a new `hermes` invocation) because they're read once at startup. - -### Secret redaction in tool output - -Secret redaction is **off by default** — tool output (terminal stdout, `read_file`, web content, subagent summaries, etc.) passes through unmodified. If the user wants Hermes to auto-mask strings that look like API keys, tokens, and secrets before they enter the conversation context and logs: - -```bash -hermes config set security.redact_secrets true # enable globally -``` - -**Restart required.** `security.redact_secrets` is snapshotted at import time — toggling it mid-session (e.g. via `export HERMES_REDACT_SECRETS=true` from a tool call) will NOT take effect for the running process. Tell the user to run `hermes config set security.redact_secrets true` in a terminal, then start a new session. This is deliberate — it prevents an LLM from flipping the toggle on itself mid-task. - -Disable again with: -```bash -hermes config set security.redact_secrets false -``` - -### PII redaction in gateway messages - -Separate from secret redaction. When enabled, the gateway hashes user IDs and strips phone numbers from the session context before it reaches the model: - -```bash -hermes config set privacy.redact_pii true # enable -hermes config set privacy.redact_pii false # disable (default) -``` - -### Command approval prompts - -By default (`approvals.mode: manual`), Hermes prompts the user before running shell commands flagged as destructive (`rm -rf`, `git reset --hard`, etc.). The modes are: - -- `manual` — always prompt (default) -- `smart` — use an auxiliary LLM to auto-approve low-risk commands, prompt on high-risk -- `off` — skip all approval prompts (equivalent to `--yolo`) - -```bash -hermes config set approvals.mode smart # recommended middle ground -hermes config set approvals.mode off # bypass everything (not recommended) -``` - -Per-invocation bypass without changing config: -- `hermes --yolo …` -- `export HERMES_YOLO_MODE=1` - -Note: YOLO / `approvals.mode: off` does NOT turn off secret redaction. They are independent. - -### Shell hooks allowlist - -Some shell-hook integrations require explicit allowlisting before they fire. Managed via `~/.hermes/shell-hooks-allowlist.json` — prompted interactively the first time a hook wants to run. - -### Disabling the web/browser/image-gen tools - -To keep the model away from network or media tools entirely, open `hermes tools` and toggle per-platform. Takes effect on next session (`/reset`). See the Tools & Skills section above. - ---- - -## Voice & Transcription - -### STT (Voice → Text) - -Voice messages from messaging platforms are auto-transcribed. - -Provider priority (auto-detected): -1. **Local faster-whisper** — free, no API key: `pip install faster-whisper` -2. **Groq Whisper** — free tier: set `GROQ_API_KEY` -3. **OpenAI Whisper** — paid: set `VOICE_TOOLS_OPENAI_KEY` -4. **Mistral Voxtral** — set `MISTRAL_API_KEY` - -Config: -```yaml -stt: - enabled: true - provider: local # local, groq, openai, mistral - local: - model: base # tiny, base, small, medium, large-v3 -``` - -### TTS (Text → Voice) - -| Provider | Env var | Free? | -|----------|---------|-------| -| Edge TTS | None | Yes (default) | -| ElevenLabs | `ELEVENLABS_API_KEY` | Free tier | -| OpenAI | `VOICE_TOOLS_OPENAI_KEY` | Paid | -| MiniMax | `MINIMAX_API_KEY` | Paid | -| Mistral (Voxtral) | `MISTRAL_API_KEY` | Paid | -| NeuTTS (local) | None (`pip install neutts[all]` + `espeak-ng`) | Free | - -Voice commands: `/voice on` (voice-to-voice), `/voice tts` (always voice), `/voice off`. - ---- - -## Spawning Additional Hermes Instances - -Run additional Hermes processes as fully independent subprocesses — separate sessions, tools, and environments. - -### When to Use This vs delegate_task - -| | `delegate_task` | Spawning `hermes` process | -|-|-----------------|--------------------------| -| Isolation | Separate conversation, shared process | Fully independent process | -| Duration | Minutes (bounded by parent loop) | Hours/days | -| Tool access | Subset of parent's tools | Full tool access | -| Interactive | No | Yes (PTY mode) | -| Use case | Quick parallel subtasks | Long autonomous missions | - -### One-Shot Mode - -``` -terminal(command="hermes chat -q 'Research GRPO papers and write summary to ~/research/grpo.md'", timeout=300) - -# Background for long tasks: -terminal(command="hermes chat -q 'Set up CI/CD for ~/myapp'", background=true) -``` - -### Interactive PTY Mode (via tmux) - -Hermes uses prompt_toolkit, which requires a real terminal. Use tmux for interactive spawning: - -``` -# Start -terminal(command="tmux new-session -d -s agent1 -x 120 -y 40 'hermes'", timeout=10) - -# Wait for startup, then send a message -terminal(command="sleep 8 && tmux send-keys -t agent1 'Build a FastAPI auth service' Enter", timeout=15) - -# Read output -terminal(command="sleep 20 && tmux capture-pane -t agent1 -p", timeout=5) - -# Send follow-up -terminal(command="tmux send-keys -t agent1 'Add rate limiting middleware' Enter", timeout=5) - -# Exit -terminal(command="tmux send-keys -t agent1 '/exit' Enter && sleep 2 && tmux kill-session -t agent1", timeout=10) -``` - -### Multi-Agent Coordination - -``` -# Agent A: backend -terminal(command="tmux new-session -d -s backend -x 120 -y 40 'hermes -w'", timeout=10) -terminal(command="sleep 8 && tmux send-keys -t backend 'Build REST API for user management' Enter", timeout=15) - -# Agent B: frontend -terminal(command="tmux new-session -d -s frontend -x 120 -y 40 'hermes -w'", timeout=10) -terminal(command="sleep 8 && tmux send-keys -t frontend 'Build React dashboard for user management' Enter", timeout=15) - -# Check progress, relay context between them -terminal(command="tmux capture-pane -t backend -p | tail -30", timeout=5) -terminal(command="tmux send-keys -t frontend 'Here is the API schema from the backend agent: ...' Enter", timeout=5) -``` - -### Session Resume - -``` -# Resume most recent session -terminal(command="tmux new-session -d -s resumed 'hermes --continue'", timeout=10) - -# Resume specific session -terminal(command="tmux new-session -d -s resumed 'hermes --resume 20260225_143052_a1b2c3'", timeout=10) -``` - -### Tips - -- **Prefer `delegate_task` for quick subtasks** — less overhead than spawning a full process -- **Use `-w` (worktree mode)** when spawning agents that edit code — prevents git conflicts -- **Set timeouts** for one-shot mode — complex tasks can take 5-10 minutes -- **Use `hermes chat -q` for fire-and-forget** — no PTY needed -- **Use tmux for interactive sessions** — raw PTY mode has `\r` vs `\n` issues with prompt_toolkit -- **For scheduled tasks**, use the `cronjob` tool instead of spawning — handles delivery and retry - ---- - -## Durable & Background Systems - -Four systems run alongside the main conversation loop. Quick reference -here; full developer notes live in `AGENTS.md`, user-facing docs under -`website/docs/user-guide/features/`. - -### Delegation (`delegate_task`) - -Synchronous subagent spawn — the parent waits for the child's summary -before continuing its own loop. Isolated context + terminal session. - -- **Single:** `delegate_task(goal, context, toolsets)`. -- **Batch:** `delegate_task(tasks=[{goal, ...}, ...])` runs children in - parallel, capped by `delegation.max_concurrent_children` (default 3). -- **Roles:** `leaf` (default; cannot re-delegate) vs `orchestrator` - (can spawn its own workers, bounded by `delegation.max_spawn_depth`). -- **Not durable.** If the parent is interrupted, the child is - cancelled. For work that must outlive the turn, use `cronjob` or - `terminal(background=True, notify_on_complete=True)`. - -Config: `delegation.*` in `config.yaml`. - -### Cron (scheduled jobs) - -Durable scheduler — `cron/jobs.py` + `cron/scheduler.py`. Drive it via -the `cronjob` tool, the `hermes cron` CLI (`list`, `add`, `edit`, -`pause`, `resume`, `run`, `remove`), or the `/cron` slash command. - -- **Schedules:** duration (`"30m"`, `"2h"`), "every" phrase - (`"every monday 9am"`), 5-field cron (`"0 9 * * *"`), or ISO timestamp. -- **Per-job knobs:** `skills`, `model`/`provider` override, `script` - (pre-run data collection; `no_agent=True` makes the script the whole - job), `context_from` (chain job A's output into job B), `workdir` - (run in a specific dir with its `AGENTS.md` / `CLAUDE.md` loaded), - multi-platform delivery. -- **Invariants:** 3-minute hard interrupt per run, `.tick.lock` file - prevents duplicate ticks across processes, cron sessions pass - `skip_memory=True` by default, and cron deliveries are framed with a - header/footer instead of being mirrored into the target gateway - session (keeps role alternation intact). - -User docs: https://hermes-agent.nousresearch.com/docs/user-guide/features/cron - -### Curator (skill lifecycle) - -Background maintenance for agent-created skills. Tracks usage, marks -idle skills stale, archives stale ones, keeps a pre-run tar.gz backup -so nothing is lost. - -- **CLI:** `hermes curator ` — `status`, `run`, `pause`, `resume`, - `pin`, `unpin`, `archive`, `restore`, `prune`, `backup`, `rollback`. -- **Slash:** `/curator ` mirrors the CLI. -- **Scope:** only touches skills with `created_by: "agent"` provenance. - Bundled + hub-installed skills are off-limits. **Never deletes** — - max destructive action is archive. Pinned skills are exempt from - every auto-transition and every LLM review pass. -- **Telemetry:** sidecar at `~/.hermes/skills/.usage.json` holds - per-skill `use_count`, `view_count`, `patch_count`, - `last_activity_at`, `state`, `pinned`. - -Config: `curator.*` (`enabled`, `interval_hours`, `min_idle_hours`, -`stale_after_days`, `archive_after_days`, `backup.*`). -User docs: https://hermes-agent.nousresearch.com/docs/user-guide/features/curator - -### Kanban (multi-agent work queue) - -Durable SQLite board for multi-profile / multi-worker collaboration. -Users drive it via `hermes kanban `; dispatcher-spawned workers -see a focused `kanban_*` toolset gated by `HERMES_KANBAN_TASK`, and -orchestrator profiles can opt into the broader `kanban` toolset. Normal -sessions still have zero `kanban_*` schema footprint unless configured. - -- **CLI verbs (common):** `init`, `create`, `list` (alias `ls`), - `show`, `assign`, `link`, `unlink`, `comment`, `complete`, `block`, - `unblock`, `archive`, `tail`. Less common: `watch`, `stats`, `runs`, - `log`, `dispatch`, `daemon`, `gc`. -- **Worker/orchestrator toolset:** `kanban_show`, `kanban_complete`, - `kanban_block`, `kanban_heartbeat`, `kanban_comment`, `kanban_create`, - `kanban_link`; profiles that explicitly enable the `kanban` toolset - outside a dispatcher-spawned task also get `kanban_list` and - `kanban_unblock` for board routing. -- **Dispatcher** runs inside the gateway by default - (`kanban.dispatch_in_gateway: true`) — reclaims stale claims, - promotes ready tasks, atomically claims, spawns assigned profiles. - Auto-blocks a task after `failure_limit` consecutive spawn failures - (default 2; configurable via `kanban.failure_limit` or per-task - `max_retries`). -- **Isolation:** board is the hard boundary (workers get - `HERMES_KANBAN_BOARD` pinned in env); tenant is a soft namespace - within a board for workspace-path + memory-key isolation. - -User docs: https://hermes-agent.nousresearch.com/docs/user-guide/features/kanban - ---- - -## Windows-Specific Quirks - -Hermes runs natively on Windows (PowerShell, cmd, Windows Terminal, git-bash -mintty, VS Code integrated terminal). Most of it just works, but a handful -of differences between Win32 and POSIX have bitten us — document new ones -here as you hit them so the next person (or the next session) doesn't -rediscover them from scratch. - -### Input / Keybindings - -**Alt+Enter doesn't insert a newline.** Windows Terminal intercepts Alt+Enter -at the terminal layer to toggle fullscreen — the keystroke never reaches -prompt_toolkit. Use **Ctrl+Enter** instead. Windows Terminal delivers -Ctrl+Enter as LF (`c-j`), distinct from plain Enter (`c-m` / CR), and the -CLI binds `c-j` to newline insertion on `win32` only (see -`_bind_prompt_submit_keys` + the Windows-only `c-j` binding in `cli.py`). -Side effect: the raw Ctrl+J keystroke also inserts a newline on Windows — -unavoidable, because Windows Terminal collapses Ctrl+Enter and Ctrl+J to -the same keycode at the Win32 console API layer. No conflicting binding -existed for Ctrl+J on Windows, so this is a harmless side effect. - -mintty / git-bash behaves the same (fullscreen on Alt+Enter) unless you -disable Alt+Fn shortcuts in Options → Keys. Easier to just use Ctrl+Enter. - -**Diagnosing keybindings.** Run `python scripts/keystroke_diagnostic.py` -(repo root) to see exactly how prompt_toolkit identifies each keystroke -in the current terminal. Answers questions like "does Shift+Enter come -through as a distinct key?" (almost never — most terminals collapse it -to plain Enter) or "what byte sequence is my terminal sending for -Ctrl+Enter?" This is how the Ctrl+Enter = c-j fact was established. - -### Config / Files - -**HTTP 400 "No models provided" on first run.** `config.yaml` was saved -with a UTF-8 BOM (common when Windows apps write it). Re-save as UTF-8 -without BOM. `hermes config edit` writes without BOM; manual edits in -Notepad are the usual culprit. - -### `execute_code` / Sandbox - -**WinError 10106** ("The requested service provider could not be loaded -or initialized") from the sandbox child process — it can't create an -`AF_INET` socket, so the loopback-TCP RPC fallback fails before -`connect()`. Root cause is usually **not** a broken Winsock LSP; it's -Hermes's own env scrubber dropping `SYSTEMROOT` / `WINDIR` / `COMSPEC` -from the child env. Python's `socket` module needs `SYSTEMROOT` to locate -`mswsock.dll`. Fixed via the `_WINDOWS_ESSENTIAL_ENV_VARS` allowlist in -`tools/code_execution_tool.py`. If you still hit it, echo `os.environ` -inside an `execute_code` block to confirm `SYSTEMROOT` is set. Full -diagnostic recipe in `references/execute-code-sandbox-env-windows.md`. - -### Testing / Contributing - -**`scripts/run_tests.sh` doesn't work as-is on Windows** — it looks for -POSIX venv layouts (`.venv/bin/activate`). The Hermes-installed venv at -`venv/Scripts/` has no pip or pytest either (stripped for install size). -Workaround: install `pytest + pytest-xdist + pyyaml` into a system Python -3.11 user site, then invoke pytest directly with `PYTHONPATH` set: - -```bash -"/c/Program Files/Python311/python" -m pip install --user pytest pytest-xdist pyyaml -export PYTHONPATH="$(pwd)" -"/c/Program Files/Python311/python" -m pytest tests/foo/test_bar.py -v --tb=short -n 0 -``` - -Use `-n 0`, not `-n 4` — `pyproject.toml`'s default `addopts` already -includes `-n`, and the wrapper's CI-parity guarantees don't apply off POSIX. - -**POSIX-only tests need skip guards.** Common markers already in the codebase: -- Symlinks — elevated privileges on Windows -- `0o600` file modes — POSIX mode bits not enforced on NTFS by default -- `signal.SIGALRM` — Unix-only (see `tests/conftest.py::_enforce_test_timeout`) -- Winsock / Windows-specific regressions — `@pytest.mark.skipif(sys.platform != "win32", ...)` - -Use the existing skip-pattern style (`sys.platform == "win32"` or -`sys.platform.startswith("win")`) to stay consistent with the rest of the -suite. - -### Path / Filesystem - -**Line endings.** Git may warn `LF will be replaced by CRLF the next time -Git touches it`. Cosmetic — the repo's `.gitattributes` normalizes. Don't -let editors auto-convert committed POSIX-newline files to CRLF. - -**Forward slashes work almost everywhere.** `C:/Users/...` is accepted by -every Hermes tool and most Windows APIs. Prefer forward slashes in code -and logs — avoids shell-escaping backslashes in bash. - ---- - -## Troubleshooting - -### Voice not working -1. Check `stt.enabled: true` in config.yaml -2. Verify provider: `pip install faster-whisper` or set API key -3. In gateway: `/restart`. In CLI: exit and relaunch. - -### Tool not available -1. `hermes tools` — check if toolset is enabled for your platform -2. Some tools need env vars (check `.env`) -3. `/reset` after enabling tools - -### Model/provider issues -1. `hermes doctor` — check config and dependencies -2. `hermes login` — re-authenticate OAuth providers -3. Check `.env` has the right API key -4. **Copilot 403**: `gh auth login` tokens do NOT work for Copilot API. You must use the Copilot-specific OAuth device code flow via `hermes model` → GitHub Copilot. - -### Changes not taking effect -- **Tools/skills:** `/reset` starts a new session with updated toolset -- **Config changes:** In gateway: `/restart`. In CLI: exit and relaunch. -- **Code changes:** Restart the CLI or gateway process - -### Skills not showing -1. `hermes skills list` — verify installed -2. `hermes skills config` — check platform enablement -3. Load explicitly: `/skill name` or `hermes -s name` - -### Gateway issues -Check logs first: -```bash -grep -i "failed to send\|error" ~/.hermes/logs/gateway.log | tail -20 -``` - -Common gateway problems: -- **Gateway dies on SSH logout**: Enable linger: `sudo loginctl enable-linger $USER` -- **Gateway dies on WSL2 close**: WSL2 requires `systemd=true` in `/etc/wsl.conf` for systemd services to work. Without it, gateway falls back to `nohup` (dies when session closes). -- **Gateway crash loop**: Reset the failed state: `systemctl --user reset-failed hermes-gateway` - -### Platform-specific issues -- **Discord bot silent**: Must enable **Message Content Intent** in Bot → Privileged Gateway Intents. -- **Slack bot only works in DMs**: Must subscribe to `message.channels` event. Without it, the bot ignores public channels. -- **Windows-specific issues** (`Alt+Enter` newline, WinError 10106, UTF-8 BOM config, test suite, line endings): see the dedicated **Windows-Specific Quirks** section above. - -### Auxiliary models not working -If `auxiliary` tasks (vision, compression, session_search) fail silently, the `auto` provider can't find a backend. Either set `OPENROUTER_API_KEY` or `GOOGLE_API_KEY`, or explicitly configure each auxiliary task's provider: -```bash -hermes config set auxiliary.vision.provider -hermes config set auxiliary.vision.model -``` - ---- - -## Where to Find Things - -| Looking for... | Location | -|----------------|----------| -| Config options | `hermes config edit` or [Configuration docs](https://hermes-agent.nousresearch.com/docs/user-guide/configuration) | -| Available tools | `hermes tools list` or [Tools reference](https://hermes-agent.nousresearch.com/docs/reference/tools-reference) | -| Slash commands | `/help` in session or [Slash commands reference](https://hermes-agent.nousresearch.com/docs/reference/slash-commands) | -| Skills catalog | `hermes skills browse` or [Skills catalog](https://hermes-agent.nousresearch.com/docs/reference/skills-catalog) | -| Provider setup | `hermes model` or [Providers guide](https://hermes-agent.nousresearch.com/docs/integrations/providers) | -| Platform setup | `hermes gateway setup` or [Messaging docs](https://hermes-agent.nousresearch.com/docs/user-guide/messaging/) | -| MCP servers | `hermes mcp list` or [MCP guide](https://hermes-agent.nousresearch.com/docs/user-guide/features/mcp) | -| Profiles | `hermes profile list` or [Profiles docs](https://hermes-agent.nousresearch.com/docs/user-guide/profiles) | -| Cron jobs | `hermes cron list` or [Cron docs](https://hermes-agent.nousresearch.com/docs/user-guide/features/cron) | -| Memory | `hermes memory status` or [Memory docs](https://hermes-agent.nousresearch.com/docs/user-guide/features/memory) | -| Env variables | `hermes config env-path` or [Env vars reference](https://hermes-agent.nousresearch.com/docs/reference/environment-variables) | -| CLI commands | `hermes --help` or [CLI reference](https://hermes-agent.nousresearch.com/docs/reference/cli-commands) | -| Gateway logs | `~/.hermes/logs/gateway.log` | -| Session files | `hermes sessions browse` (reads state.db) | -| Source code | `~/.hermes/hermes-agent/` | - ---- - -## Contributor Quick Reference - -For occasional contributors and PR authors. Full developer docs: https://hermes-agent.nousresearch.com/docs/developer-guide/ - -### Project Layout - -``` -hermes-agent/ -├── run_agent.py # AIAgent — core conversation loop -├── model_tools.py # Tool discovery and dispatch -├── toolsets.py # Toolset definitions -├── cli.py # Interactive CLI (HermesCLI) -├── hermes_state.py # SQLite session store -├── agent/ # Prompt builder, context compression, memory, model routing, credential pooling, skill dispatch -├── hermes_cli/ # CLI subcommands, config, setup, commands -│ ├── commands.py # Slash command registry (CommandDef) -│ ├── config.py # DEFAULT_CONFIG, env var definitions -│ └── main.py # CLI entry point and argparse -├── tools/ # One file per tool -│ └── registry.py # Central tool registry -├── gateway/ # Messaging gateway -│ └── platforms/ # Platform adapters (telegram, discord, etc.) -├── cron/ # Job scheduler -├── tests/ # ~3000 pytest tests -└── website/ # Docusaurus docs site -``` - -Config: `~/.hermes/config.yaml` (settings), `~/.hermes/.env` (API keys). - -### Adding a Tool (3 files) - -**1. Create `tools/your_tool.py`:** -```python -import json, os -from tools.registry import registry - -def check_requirements() -> bool: - return bool(os.getenv("EXAMPLE_API_KEY")) - -def example_tool(param: str, task_id: str = None) -> str: - return json.dumps({"success": True, "data": "..."}) - -registry.register( - name="example_tool", - toolset="example", - schema={"name": "example_tool", "description": "...", "parameters": {...}}, - handler=lambda args, **kw: example_tool( - param=args.get("param", ""), task_id=kw.get("task_id")), - check_fn=check_requirements, - requires_env=["EXAMPLE_API_KEY"], -) -``` - -**2. Add to `toolsets.py`** → `_HERMES_CORE_TOOLS` list. - -Auto-discovery: any `tools/*.py` file with a top-level `registry.register()` call is imported automatically — no manual list needed. - -All handlers must return JSON strings. Use `get_hermes_home()` for paths, never hardcode `~/.hermes`. - -### Adding a Slash Command - -1. Add `CommandDef` to `COMMAND_REGISTRY` in `hermes_cli/commands.py` -2. Add handler in `cli.py` → `process_command()` -3. (Optional) Add gateway handler in `gateway/run.py` - -All consumers (help text, autocomplete, Telegram menu, Slack mapping) derive from the central registry automatically. - -### Agent Loop (High Level) - -``` -run_conversation(): - 1. Build system prompt - 2. Loop while iterations < max: - a. Call LLM (OpenAI-format messages + tool schemas) - b. If tool_calls → dispatch each via handle_function_call() → append results → continue - c. If text response → return - 3. Context compression triggers automatically near token limit -``` - -### Testing - -```bash -python -m pytest tests/ -o 'addopts=' -q # Full suite -python -m pytest tests/tools/ -q # Specific area -``` - -- Tests auto-redirect `HERMES_HOME` to temp dirs — never touch real `~/.hermes/` -- Run full suite before pushing any change -- Use `-o 'addopts='` to clear any baked-in pytest flags - -**Windows contributors:** `scripts/run_tests.sh` currently looks for POSIX venvs (`.venv/bin/activate` / `venv/bin/activate`) and will error out on Windows where the layout is `venv/Scripts/activate` + `python.exe`. The Hermes-installed venv at `venv/Scripts/` also has no `pip` or `pytest` — it's stripped for end-user install size. Workaround: install pytest + pytest-xdist + pyyaml into a system Python 3.11 user site (`/c/Program Files/Python311/python -m pip install --user pytest pytest-xdist pyyaml`), then run tests directly: - -```bash -export PYTHONPATH="$(pwd)" -"/c/Program Files/Python311/python" -m pytest tests/tools/test_foo.py -v --tb=short -n 0 -``` - -Use `-n 0` (not `-n 4`) because `pyproject.toml`'s default `addopts` already includes `-n`, and the wrapper's CI-parity story doesn't apply off-POSIX. - -**Cross-platform test guards:** tests that use POSIX-only syscalls need a skip marker. Common ones already in the codebase: -- Symlink creation → `@pytest.mark.skipif(sys.platform == "win32", reason="Symlinks require elevated privileges on Windows")` (see `tests/cron/test_cron_script.py`) -- POSIX file modes (0o600, etc.) → `@pytest.mark.skipif(sys.platform.startswith("win"), reason="POSIX mode bits not enforced on Windows")` (see `tests/hermes_cli/test_auth_toctou_file_modes.py`) -- `signal.SIGALRM` → Unix-only (see `tests/conftest.py::_enforce_test_timeout`) -- Live Winsock / Windows-specific regression tests → `@pytest.mark.skipif(sys.platform != "win32", reason="Windows-specific regression")` - -**Monkeypatching `sys.platform` is not enough** when the code under test also calls `platform.system()` / `platform.release()` / `platform.mac_ver()`. Those functions re-read the real OS independently, so a test that sets `sys.platform = "linux"` on a Windows runner will still see `platform.system() == "Windows"` and route through the Windows branch. Patch all three together: - -```python -monkeypatch.setattr(sys, "platform", "linux") -monkeypatch.setattr(platform, "system", lambda: "Linux") -monkeypatch.setattr(platform, "release", lambda: "6.8.0-generic") -``` - -See `tests/agent/test_prompt_builder.py::TestEnvironmentHints` for a worked example. - -### Extending the system prompt's execution-environment block - -Factual guidance about the host OS, user home, cwd, terminal backend, and shell (bash vs. PowerShell on Windows) is emitted from `agent/prompt_builder.py::build_environment_hints()`. This is also where the WSL hint and per-backend probe logic live. The convention: - -- **Local terminal backend** → emit host info (OS, `$HOME`, cwd) + Windows-specific notes (hostname ≠ username, `terminal` uses bash not PowerShell). -- **Remote terminal backend** (anything in `_REMOTE_TERMINAL_BACKENDS`: `docker, singularity, modal, daytona, ssh, vercel_sandbox, managed_modal`) → **suppress** host info entirely and describe only the backend. A live `uname`/`whoami`/`pwd` probe runs inside the backend via `tools.environments.get_environment(...).execute(...)`, cached per process in `_BACKEND_PROBE_CACHE`, with a static fallback if the probe times out. -- **Key fact for prompt authoring:** when `TERMINAL_ENV != "local"`, *every* file tool (`read_file`, `write_file`, `patch`, `search_files`) runs inside the backend container, not on the host. The system prompt must never describe the host in that case — the agent can't touch it. - -Full design notes, the exact emitted strings, and testing pitfalls: -`references/prompt-builder-environment-hints.md`. - -**Refactor-safety pattern (POSIX-equivalence guard):** when you extract inline logic into a helper that adds Windows/platform-specific behavior, keep a `_legacy_` oracle function in the test file that's a verbatim copy of the old code, then parametrize-diff against it. Example: `tests/tools/test_code_execution_windows_env.py::TestPosixEquivalence`. This locks in the invariant that POSIX behavior is bit-for-bit identical and makes any future drift fail loudly with a clear diff. - -### Commit Conventions - -``` -type: concise subject line - -Optional body. -``` - -Types: `fix:`, `feat:`, `refactor:`, `docs:`, `chore:` - -### Key Rules +## Key Rules - **Never break prompt caching** — don't change context, tools, or system prompt mid-conversation - **Message role alternation** — never two assistant or two user messages in a row -- Use `get_hermes_home()` from `hermes_constants` for all paths (profile-safe) -- Config values go in `config.yaml`, secrets go in `.env` -- New tools need a `check_fn` so they only appear when requirements are met +- **Use `get_hermes_home()`** from `hermes_constants` for all paths (profile-safe), never hardcode `~/.hermes` +- **Config values go in `config.yaml`**, secrets and API keys go in `.env` +- **New tools need a `check_fn`** so they only appear when requirements are met +- **Don't fabricate user information** — never assume or invent facts about the user that aren't in memory. If unsure, verify. When asked about the current model or config, read `config.yaml` directly — it's the runtime truth, memory can be stale. diff --git a/website/docs/developer-guide/adding-tools.md b/website/docs/developer-guide/adding-tools.md index 6bd4c7cca4..59d3f2e76c 100644 --- a/website/docs/developer-guide/adding-tools.md +++ b/website/docs/developer-guide/adding-tools.md @@ -200,6 +200,28 @@ OPTIONAL_ENV_VARS = { } ``` +## After Adding: Restart Required + +New tools are discovered at process startup. Slash commands like `/reset` and `/new` only reset the conversation thread — they do **not** reload the tool palette. For a new tool to become available: + +```bash +hermes gateway stop && hermes gateway start +``` + +**Do NOT use `hermes gateway run --replace`** — it can leave stale Python import state that causes the new process to inherit the old tool palette. Always use `stop` + `start` when registering new tools. + +To verify the tool is properly registered before restarting: + +```bash +cd ~/.hermes/hermes-agent +source venv/bin/activate +python3 -c " +from tools.registry import registry, discover_builtin_tools +loaded = discover_builtin_tools() +print('Registered:', 'your_tool_name' in registry.get_all_tool_names()) +" +``` + ## Checklist - [ ] Tool file created with handler, schema, check function, and registration diff --git a/website/docs/guides/cron-troubleshooting.md b/website/docs/guides/cron-troubleshooting.md index 0db25044bc..6d23340465 100644 --- a/website/docs/guides/cron-troubleshooting.md +++ b/website/docs/guides/cron-troubleshooting.md @@ -159,6 +159,28 @@ Likely a delivery target issue (see Delivery Failures above) or a silently suppr **Job hangs or times out** The scheduler uses an inactivity-based timeout (default 600s, configurable via `HERMES_CRON_TIMEOUT` env var, `0` for unlimited). The agent can run as long as it's actively calling tools — the timer only fires after sustained inactivity. Long-running jobs should use scripts to handle data collection and deliver only the result. +**Import errors after gateway has been running for days** + +Symptom: `cannot import name 'cfg_get' from 'hermes_cli.config'` across multiple cron jobs, even though the function exists in the source file. + +Root cause: Module-level imports like `from hermes_cli.config import cfg_get` in tool files can hit stale namespace ordering in long-running gateway processes. The function exists but isn't available yet when the import runs. + +Immediate fix: Restart the gateway. +```bash +hermes gateway restart +``` + +Definitive fix: Move these imports inside the functions that use them (lazy import pattern): +```python +# Before — fails in long-running gateway: +from hermes_cli.config import cfg_get + +# After — lazy import, definitive fix: +def my_tool(): + from hermes_cli.config import cfg_get +``` +Python caches imports, so there's zero runtime overhead. + ### Check 3: Lock contention The scheduler uses file-based locking to prevent overlapping ticks. If two gateway instances are running (or a CLI session conflicts with a gateway), jobs may be delayed or skipped. diff --git a/website/docs/user-guide/configuring-models.md b/website/docs/user-guide/configuring-models.md index 9314880f71..c53bd5d468 100644 --- a/website/docs/user-guide/configuring-models.md +++ b/website/docs/user-guide/configuring-models.md @@ -47,7 +47,17 @@ Click **Show auxiliary** to reveal the eight task slots: ![Auxiliary panel expanded](/img/docs/dashboard-models/auxiliary-expanded.png) -Every auxiliary task defaults to `auto` — meaning Hermes uses your main model for that job too. Override a specific task when you want a cheaper or faster model for a side-job. +Every auxiliary task defaults to `auto`, which uses a resolution chain starting with your main provider: + +- **Text tasks** (compression, session_search, web_extract, approval, MCP, skills_hub): main provider → OpenRouter → Nous Portal → custom endpoint → Anthropic → direct API-key providers. +- **Vision tasks**: main provider (if vision-capable) → OpenRouter → Nous Portal → Anthropic → custom endpoint. + +To force auxiliaries to use a specific provider, set it explicitly: +```bash +hermes config set auxiliary.compression.provider openrouter +``` + +Override a specific task when you want a cheaper or faster model for a side-job. ### Common override patterns @@ -151,6 +161,34 @@ Three things to check: On OpenRouter (or any aggregator), bare model names resolve *within* the aggregator first. So `claude-sonnet-4` on OpenRouter becomes `anthropic/claude-sonnet-4.6`, staying on your OpenRouter auth. But if you typed `claude-sonnet-4` on a native Anthropic auth, it would stay as `claude-sonnet-4-6`. If you see an unexpected provider switch, check that your current provider is what you expect — the picker always shows the current main at the top of the dialog. +### model.context_length applies globally, not per-model + +Setting `model.context_length` in config.yaml caps **every** model the agent uses — main and auxiliaries. For per-model context limits, use `custom_providers` instead: + +```yaml +custom_providers: + - name: "My Server" + models: + my-model: + context_length: 32768 # per-model only +``` + +To remove a global cap: `hermes config set model.context_length ""`. + +### model.max_tokens above the model's output ceiling has no effect + +Every model has a hard output ceiling (e.g., Claude Sonnet 4 = 8K tokens, GPT-4o = 16K). Setting `model.max_tokens` above that ceiling achieves nothing — the provider silently truncates. No production model outputs more than ~32K tokens per response. The default (`null`) works fine for most tasks. + +### OpenRouter response cache + +OpenRouter response caching is **enabled by default** (`response_cache: true`). Identical requests return cached responses for free (zero billing). To disable or adjust the TTL: + +```bash +hermes config set openrouter.response_cache false +# Default TTL is 300 seconds (5 min) +hermes config set openrouter.response_cache_ttl 600 +``` + ## Alternative methods ### CLI slash command