mirror of
https://github.com/NousResearch/hermes-agent.git
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Exposes hermes --tui over a PTY-backed WebSocket so the dashboard can
embed the real TUI rather than reimplement its surface. The browser
attaches xterm.js to the socket; keystrokes flow in, PTY output bytes
flow out.
Architecture:
browser <Terminal> (xterm.js)
│ onData ───► ws.send(keystrokes)
│ onResize ► ws.send('\x1b[RESIZE:cols;rows]')
│ write ◄── ws.onmessage (PTY bytes)
▼
FastAPI /api/pty (token-gated, loopback-only)
▼
PtyBridge (ptyprocess) ── spawns node ui-tui/dist/entry.js ──► tui_gateway + AIAgent
Components
----------
hermes_cli/pty_bridge.py
Thin wrapper around ptyprocess.PtyProcess: byte-safe read/write on the
master fd via os.read/os.write (not PtyProcessUnicode — ANSI is
inherently byte-oriented and UTF-8 boundaries may land mid-read),
non-blocking select-based reads, TIOCSWINSZ resize, idempotent
SIGHUP→SIGTERM→SIGKILL teardown, platform guard (POSIX-only; Windows
is WSL-supported only).
hermes_cli/web_server.py
@app.websocket("/api/pty") endpoint gated by the existing
_SESSION_TOKEN (via ?token= query param since browsers can't set
Authorization on WS upgrades). Loopback-only enforcement. Reader task
uses run_in_executor to pump PTY bytes without blocking the event
loop. Writer loop intercepts a custom \x1b[RESIZE:cols;rows] escape
before forwarding to the PTY. The endpoint resolves the TUI argv
through a _resolve_chat_argv hook so tests can inject fake commands
without building the real TUI.
Tests
-----
tests/hermes_cli/test_pty_bridge.py — 12 unit tests: spawn, stdout,
stdin round-trip, EOF, resize (via TIOCSWINSZ + tput readback), close
idempotency, cwd, env forwarding, unavailable-platform error.
tests/hermes_cli/test_web_server.py — TestPtyWebSocket adds 7 tests:
missing/bad token rejection (close code 4401), stdout streaming,
stdin round-trip, resize escape forwarding, unavailable-platform ANSI
error frame + 1011 close, resume parameter forwarding to argv.
96 tests pass under scripts/run_tests.sh.
(cherry picked from commit 29b337bca7)
feat(web): add Chat tab with xterm.js terminal + Sessions resume button
(cherry picked from commit 3d21aee8 by emozilla, conflicts resolved
against current main: BUILTIN_ROUTES table + plugin slot layout)
fix(tui): replace OSC 52 jargon in /copy confirmation
When the user ran /copy successfully, Ink confirmed with:
sent OSC52 copy sequence (terminal support required)
That reads like a protocol spec to everyone who isn't a terminal
implementer. The caveat was a historical artifact — OSC 52 wasn't
universally supported when this message was written, so the TUI
honestly couldn't guarantee the copy had landed anywhere.
Today every modern terminal (including the dashboard's embedded
xterm.js) handles OSC 52 reliably. Say what the user actually wants
to know — that it copied, and how much — matching the message the
TUI already uses for selection copy:
copied 1482 chars
(cherry picked from commit a0701b1d5a)
docs: document the dashboard Chat tab
AGENTS.md — new subsection under TUI Architecture explaining that the
dashboard embeds the real hermes --tui rather than rewriting it,
with pointers to the pty_bridge + WebSocket endpoint and the rule
'never add a parallel chat surface in React.'
website/docs/user-guide/features/web-dashboard.md — user-facing Chat
section inside the existing Web Dashboard page, covering how it works
(WebSocket + PTY + xterm.js), the Sessions-page resume flow, and
prerequisites (Node.js, ptyprocess, POSIX kernel / WSL on Windows).
(cherry picked from commit 2c2e32cc45)
feat(tui-gateway): transport-aware dispatch + WebSocket sidecar
Decouples the JSON-RPC dispatcher from its I/O sink so the same handler
surface can drive multiple transports concurrently. The PTY chat tab
already speaks to the TUI binary as bytes — this adds a structured
event channel alongside it for dashboard-side React widgets that need
typed events (tool.start/complete, model picker state, slash catalog)
that PTY can't surface.
- `tui_gateway/transport.py` — `Transport` protocol + `contextvars` binding
+ module-level `StdioTransport` fallback. The stdio stream resolves
through a lambda so existing tests that monkey-patch `_real_stdout`
keep passing without modification.
- `tui_gateway/ws.py` — WebSocket transport implementation; FastAPI
endpoint mounting lives in hermes_cli/web_server.py.
- `tui_gateway/server.py`:
- `write_json` routes via session transport (for async events) →
contextvar transport (for in-request writes) → stdio fallback.
- `dispatch(req, transport=None)` binds the transport for the request
lifetime and propagates it to pool workers via `contextvars.copy_context`
so async handlers don't lose their sink.
- `_init_session` and the manual-session create path stash the
request's transport so out-of-band events (subagent.complete, etc.)
fan out to the right peer.
`tui_gateway.entry` (Ink's stdio handshake) is unchanged externally —
it falls through every precedence step into the stdio fallback, byte-
identical to the previous behaviour.
feat(web): ChatSidebar — JSON-RPC sidecar next to xterm.js terminal
Composes the two transports into a single Chat tab:
┌─────────────────────────────────────────┬──────────────┐
│ xterm.js / PTY (emozilla #13379) │ ChatSidebar │
│ the literal hermes --tui process │ /api/ws │
└─────────────────────────────────────────┴──────────────┘
terminal bytes structured events
The terminal pane stays the canonical chat surface — full TUI fidelity,
slash commands, model picker, mouse, skin engine, wide chars all paint
inside the terminal. The sidebar opens a parallel JSON-RPC WebSocket
to the same gateway and renders metadata that PTY can't surface to
React chrome:
• model + provider badge with connection state (click → switch)
• running tool-call list (driven by tool.start / tool.progress /
tool.complete events)
• model picker dialog (gateway-driven, reuses ModelPickerDialog)
The sidecar is best-effort. If the WS can't connect (older gateway,
network hiccup, missing token) the terminal pane keeps working
unimpaired — sidebar just shows the connection-state badge in the
appropriate tone.
- `web/src/components/ChatSidebar.tsx` — new component (~270 lines).
Owns its GatewayClient, drives the model picker through
`slash.exec`, fans tool events into a capped tool list.
- `web/src/pages/ChatPage.tsx` — split layout: terminal pane
(`flex-1`) + sidebar (`w-80`, `lg+` only).
- `hermes_cli/web_server.py` — mount `/api/ws` (token + loopback
guards mirror /api/pty), delegate to `tui_gateway.ws.handle_ws`.
Co-authored-by: emozilla <emozilla@nousresearch.com>
refactor(web): /clean pass on ChatSidebar + ChatPage lint debt
- ChatSidebar: lift gw out of useRef into a useMemo derived from a
reconnect counter. React 19's react-hooks/refs and react-hooks/
set-state-in-effect rules both fire when you touch a ref during
render or call setState from inside a useEffect body. The
counter-derived gw is the canonical pattern for "external resource
that needs to be replaceable on user action" — re-creating the
client comes from bumping `version`, the effect just wires + tears
down. Drops the imperative `gwRef.current = …` reassign in
reconnect, drops the truthy ref guard in JSX. modelLabel +
banner inlined as derived locals (one-off useMemo was overkill).
- ChatPage: lazy-init the banner state from the missing-token check
so the effect body doesn't have to setState on first run. Drops
the unused react-hooks/exhaustive-deps eslint-disable. Adds a
scoped no-control-regex disable on the SGR mouse parser regex
(the \\x1b is intentional for xterm escape sequences).
All my-touched files now lint clean. Remaining warnings on web/
belong to pre-existing files this PR doesn't touch.
Verified: vitest 249/249, ui-tui eslint clean, web tsc clean,
python imports clean.
chore: uptick
fix(web): drop ChatSidebar tool list — events can't cross PTY/WS boundary
The /api/pty endpoint spawns `hermes --tui` as a child process with its
own tui_gateway and _sessions dict; /api/ws runs handle_ws in-process in
the dashboard server with a separate _sessions dict. Tool events fire on
the child's gateway and never reach the WS sidecar, so the sidebar's
tool.start/progress/complete listeners always observed an empty list.
Drop the misleading list (and the now-orphaned ToolCall primitive),
keep model badge + connection state + model picker + error banner —
those work because they're sidecar-local concerns. Surfacing tool calls
in the sidebar requires cross-process forwarding (PTY child opens a
back-WS to the dashboard, gateway tees emits onto stdio + sidecar
transport) — proper feature for a follow-up.
feat(web): wire ChatSidebar tool list to PTY child via /api/pub broadcast
The dashboard's /api/pty spawns hermes --tui as a child process; tool
events fire in the python tui_gateway grandchild and never crossed the
process boundary into the in-process WS sidecar — so the sidebar tool
list was always empty.
Cross-process forwarding:
- tui_gateway: TeeTransport (transport.py) + WsPublisherTransport
(event_publisher.py, sync websockets client). entry.py installs the
tee on _stdio_transport when HERMES_TUI_SIDECAR_URL is set, mirroring
every dispatcher emit to a back-WS without disturbing Ink's stdio
handshake.
- hermes_cli/web_server.py: new /api/pub (publisher) + /api/events
(subscriber) endpoints with a per-channel registry. /api/pty now
accepts ?channel= and propagates the sidecar URL via env. start_server
also stashes app.state.bound_port so the URL is constructable.
- web/src/pages/ChatPage.tsx: generates a channel UUID per mount,
passes it to /api/pty and as a prop to ChatSidebar.
- web/src/components/ChatSidebar.tsx: opens /api/events?channel=, fans
tool.start/progress/complete back into the ToolCall list. Restores
the ToolCall primitive.
Tests: 4 new TestPtyWebSocket cases cover channel propagation,
broadcast fan-out, and missing-channel rejection (10 PTY tests pass,
120 web_server tests overall).
fix(web): address Copilot review on #14890
Five threads, all real:
- gatewayClient.ts: register `message`/`close` listeners BEFORE awaiting
the open handshake. Server emits `gateway.ready` immediately after
accept, so a listener attached after the open promise could race past
the initial skin payload and lose it.
- ChatSidebar.tsx: wire `error`/`close` on the /api/events subscriber
WS into the existing error banner. 4401/4403 (auth/loopback reject)
surface as a "reload the page" message; mid-stream drops surface as
"events feed disconnected" with the existing reconnect button. Clean
unmount closes (1000/1001) stay silent.
- web-dashboard.md: install hint was `pip install hermes-agent[web]` but
ptyprocess lives in the `pty` extra, not `web`. Switch to
`hermes-agent[web,pty]` in both prerequisite blocks.
- AGENTS.md: previous "never add a parallel React chat surface" guidance
was overbroad and contradicted this PR's sidebar. Tightened to forbid
re-implementing the transcript/composer/PTY terminal while explicitly
allowing structured supporting widgets (sidebar / model picker /
inspectors), matching the actual architecture.
- web/package-lock.json: regenerated cleanly so the wterm sibling
workspace paths (extraneous machine-local entries) stop polluting CI.
Tests: 249/249 vitest, 10/10 PTY/events, web tsc clean.
refactor(web): /clean pass on ChatSidebar events handler
Spotted in the round-2 review:
- Banner flashed on clean unmount: `ws.close()` from the effect cleanup
fires `close` with code 1005, opened=true, neither 1000 nor 1001 —
hit the "unexpected drop" branch. Track `unmounting` in the effect
scope and gate the banner through a `surface()` helper so cleanup
closes stay silent.
- DRY the duplicated "events feed disconnected" string into a local
const used by both the error and close handlers.
- Drop the `opened` flag (no longer needed once the unmount guard is
the source of truth for "is this an expected close?").
764 lines
35 KiB
Markdown
764 lines
35 KiB
Markdown
# Hermes Agent - Development Guide
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Instructions for AI coding assistants and developers working on the hermes-agent codebase.
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## Development Environment
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```bash
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# Prefer .venv; fall back to venv if that's what your checkout has.
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source .venv/bin/activate # or: source venv/bin/activate
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```
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`scripts/run_tests.sh` probes `.venv` first, then `venv`, then
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`$HOME/.hermes/hermes-agent/venv` (for worktrees that share a venv with the
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main checkout).
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## Project Structure
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File counts shift constantly — don't treat the tree below as exhaustive.
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The canonical source is the filesystem. The notes call out the load-bearing
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entry points you'll actually edit.
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```
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hermes-agent/
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├── run_agent.py # AIAgent class — core conversation loop (~12k LOC)
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├── model_tools.py # Tool orchestration, discover_builtin_tools(), handle_function_call()
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├── toolsets.py # Toolset definitions, _HERMES_CORE_TOOLS list
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├── cli.py # HermesCLI class — interactive CLI orchestrator (~11k LOC)
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├── hermes_state.py # SessionDB — SQLite session store (FTS5 search)
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├── hermes_constants.py # get_hermes_home(), display_hermes_home() — profile-aware paths
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├── hermes_logging.py # setup_logging() — agent.log / errors.log / gateway.log (profile-aware)
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├── batch_runner.py # Parallel batch processing
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├── agent/ # Agent internals (provider adapters, memory, caching, compression, etc.)
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├── hermes_cli/ # CLI subcommands, setup wizard, plugins loader, skin engine
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├── tools/ # Tool implementations — auto-discovered via tools/registry.py
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│ └── environments/ # Terminal backends (local, docker, ssh, modal, daytona, singularity)
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├── gateway/ # Messaging gateway — run.py + session.py + platforms/
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│ ├── platforms/ # Adapter per platform (telegram, discord, slack, whatsapp,
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│ │ # homeassistant, signal, matrix, mattermost, email, sms,
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│ │ # dingtalk, wecom, weixin, feishu, qqbot, bluebubbles,
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│ │ # webhook, api_server, ...). See ADDING_A_PLATFORM.md.
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│ └── builtin_hooks/ # Always-registered gateway hooks (boot-md, ...)
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├── plugins/ # Plugin system (see "Plugins" section below)
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│ ├── memory/ # Memory-provider plugins (honcho, mem0, supermemory, ...)
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│ ├── context_engine/ # Context-engine plugins
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│ └── <others>/ # Dashboard, image-gen, disk-cleanup, examples, ...
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├── optional-skills/ # Heavier/niche skills shipped but NOT active by default
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├── skills/ # Built-in skills bundled with the repo
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├── ui-tui/ # Ink (React) terminal UI — `hermes --tui`
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│ └── src/ # entry.tsx, app.tsx, gatewayClient.ts + app/components/hooks/lib
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├── tui_gateway/ # Python JSON-RPC backend for the TUI
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├── acp_adapter/ # ACP server (VS Code / Zed / JetBrains integration)
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├── cron/ # Scheduler — jobs.py, scheduler.py
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├── environments/ # RL training environments (Atropos)
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├── scripts/ # run_tests.sh, release.py, auxiliary scripts
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├── website/ # Docusaurus docs site
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└── tests/ # Pytest suite (~15k tests across ~700 files as of Apr 2026)
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```
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**User config:** `~/.hermes/config.yaml` (settings), `~/.hermes/.env` (API keys only).
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**Logs:** `~/.hermes/logs/` — `agent.log` (INFO+), `errors.log` (WARNING+),
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`gateway.log` when running the gateway. Profile-aware via `get_hermes_home()`.
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Browse with `hermes logs [--follow] [--level ...] [--session ...]`.
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## File Dependency Chain
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```
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tools/registry.py (no deps — imported by all tool files)
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↑
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tools/*.py (each calls registry.register() at import time)
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↑
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model_tools.py (imports tools/registry + triggers tool discovery)
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↑
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run_agent.py, cli.py, batch_runner.py, environments/
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```
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---
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## AIAgent Class (run_agent.py)
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The real `AIAgent.__init__` takes ~60 parameters (credentials, routing, callbacks,
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session context, budget, credential pool, etc.). The signature below is the
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minimum subset you'll usually touch — read `run_agent.py` for the full list.
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```python
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class AIAgent:
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def __init__(self,
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base_url: str = None,
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api_key: str = None,
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provider: str = None,
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api_mode: str = None, # "chat_completions" | "codex_responses" | ...
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model: str = "", # empty → resolved from config/provider later
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max_iterations: int = 90, # tool-calling iterations (shared with subagents)
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enabled_toolsets: list = None,
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disabled_toolsets: list = None,
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quiet_mode: bool = False,
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save_trajectories: bool = False,
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platform: str = None, # "cli", "telegram", etc.
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session_id: str = None,
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skip_context_files: bool = False,
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skip_memory: bool = False,
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credential_pool=None,
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# ... plus callbacks, thread/user/chat IDs, iteration_budget, fallback_model,
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# checkpoints config, prefill_messages, service_tier, reasoning_config, etc.
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): ...
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def chat(self, message: str) -> str:
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"""Simple interface — returns final response string."""
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def run_conversation(self, user_message: str, system_message: str = None,
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conversation_history: list = None, task_id: str = None) -> dict:
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"""Full interface — returns dict with final_response + messages."""
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```
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### Agent Loop
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The core loop is inside `run_conversation()` — entirely synchronous, with
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interrupt checks, budget tracking, and a one-turn grace call:
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```python
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while (api_call_count < self.max_iterations and self.iteration_budget.remaining > 0) \
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or self._budget_grace_call:
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if self._interrupt_requested: break
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response = client.chat.completions.create(model=model, messages=messages, tools=tool_schemas)
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if response.tool_calls:
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for tool_call in response.tool_calls:
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result = handle_function_call(tool_call.name, tool_call.args, task_id)
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messages.append(tool_result_message(result))
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api_call_count += 1
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else:
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return response.content
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```
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Messages follow OpenAI format: `{"role": "system/user/assistant/tool", ...}`.
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Reasoning content is stored in `assistant_msg["reasoning"]`.
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---
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## CLI Architecture (cli.py)
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- **Rich** for banner/panels, **prompt_toolkit** for input with autocomplete
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- **KawaiiSpinner** (`agent/display.py`) — animated faces during API calls, `┊` activity feed for tool results
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- `load_cli_config()` in cli.py merges hardcoded defaults + user config YAML
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- **Skin engine** (`hermes_cli/skin_engine.py`) — data-driven CLI theming; initialized from `display.skin` config key at startup; skins customize banner colors, spinner faces/verbs/wings, tool prefix, response box, branding text
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- `process_command()` is a method on `HermesCLI` — dispatches on canonical command name resolved via `resolve_command()` from the central registry
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- Skill slash commands: `agent/skill_commands.py` scans `~/.hermes/skills/`, injects as **user message** (not system prompt) to preserve prompt caching
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### Slash Command Registry (`hermes_cli/commands.py`)
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All slash commands are defined in a central `COMMAND_REGISTRY` list of `CommandDef` objects. Every downstream consumer derives from this registry automatically:
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- **CLI** — `process_command()` resolves aliases via `resolve_command()`, dispatches on canonical name
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- **Gateway** — `GATEWAY_KNOWN_COMMANDS` frozenset for hook emission, `resolve_command()` for dispatch
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- **Gateway help** — `gateway_help_lines()` generates `/help` output
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- **Telegram** — `telegram_bot_commands()` generates the BotCommand menu
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- **Slack** — `slack_subcommand_map()` generates `/hermes` subcommand routing
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- **Autocomplete** — `COMMANDS` flat dict feeds `SlashCommandCompleter`
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- **CLI help** — `COMMANDS_BY_CATEGORY` dict feeds `show_help()`
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### Adding a Slash Command
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1. Add a `CommandDef` entry to `COMMAND_REGISTRY` in `hermes_cli/commands.py`:
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```python
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CommandDef("mycommand", "Description of what it does", "Session",
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aliases=("mc",), args_hint="[arg]"),
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```
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2. Add handler in `HermesCLI.process_command()` in `cli.py`:
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```python
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elif canonical == "mycommand":
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self._handle_mycommand(cmd_original)
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```
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3. If the command is available in the gateway, add a handler in `gateway/run.py`:
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```python
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if canonical == "mycommand":
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return await self._handle_mycommand(event)
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```
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4. For persistent settings, use `save_config_value()` in `cli.py`
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**CommandDef fields:**
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- `name` — canonical name without slash (e.g. `"background"`)
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- `description` — human-readable description
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- `category` — one of `"Session"`, `"Configuration"`, `"Tools & Skills"`, `"Info"`, `"Exit"`
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- `aliases` — tuple of alternative names (e.g. `("bg",)`)
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- `args_hint` — argument placeholder shown in help (e.g. `"<prompt>"`, `"[name]"`)
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- `cli_only` — only available in the interactive CLI
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- `gateway_only` — only available in messaging platforms
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- `gateway_config_gate` — config dotpath (e.g. `"display.tool_progress_command"`); when set on a `cli_only` command, the command becomes available in the gateway if the config value is truthy. `GATEWAY_KNOWN_COMMANDS` always includes config-gated commands so the gateway can dispatch them; help/menus only show them when the gate is open.
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**Adding an alias** requires only adding it to the `aliases` tuple on the existing `CommandDef`. No other file changes needed — dispatch, help text, Telegram menu, Slack mapping, and autocomplete all update automatically.
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---
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## TUI Architecture (ui-tui + tui_gateway)
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The TUI is a full replacement for the classic (prompt_toolkit) CLI, activated via `hermes --tui` or `HERMES_TUI=1`.
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### Process Model
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```
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hermes --tui
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└─ Node (Ink) ──stdio JSON-RPC── Python (tui_gateway)
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│ └─ AIAgent + tools + sessions
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└─ renders transcript, composer, prompts, activity
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```
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TypeScript owns the screen. Python owns sessions, tools, model calls, and slash command logic.
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### Transport
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Newline-delimited JSON-RPC over stdio. Requests from Ink, events from Python. See `tui_gateway/server.py` for the full method/event catalog.
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### Key Surfaces
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| Surface | Ink component | Gateway method |
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|---------|---------------|----------------|
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| Chat streaming | `app.tsx` + `messageLine.tsx` | `prompt.submit` → `message.delta/complete` |
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| Tool activity | `thinking.tsx` | `tool.start/progress/complete` |
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| Approvals | `prompts.tsx` | `approval.respond` ← `approval.request` |
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| Clarify/sudo/secret | `prompts.tsx`, `maskedPrompt.tsx` | `clarify/sudo/secret.respond` |
|
|
| Session picker | `sessionPicker.tsx` | `session.list/resume` |
|
|
| Slash commands | Local handler + fallthrough | `slash.exec` → `_SlashWorker`, `command.dispatch` |
|
|
| Completions | `useCompletion` hook | `complete.slash`, `complete.path` |
|
|
| Theming | `theme.ts` + `branding.tsx` | `gateway.ready` with skin data |
|
|
|
|
### Slash Command Flow
|
|
|
|
1. Built-in client commands (`/help`, `/quit`, `/clear`, `/resume`, `/copy`, `/paste`, etc.) handled locally in `app.tsx`
|
|
2. Everything else → `slash.exec` (runs in persistent `_SlashWorker` subprocess) → `command.dispatch` fallback
|
|
|
|
### Dev Commands
|
|
|
|
```bash
|
|
cd ui-tui
|
|
npm install # first time
|
|
npm run dev # watch mode (rebuilds hermes-ink + tsx --watch)
|
|
npm start # production
|
|
npm run build # full build (hermes-ink + tsc)
|
|
npm run type-check # typecheck only (tsc --noEmit)
|
|
npm run lint # eslint
|
|
npm run fmt # prettier
|
|
npm test # vitest
|
|
```
|
|
|
|
### TUI in the Dashboard (`hermes dashboard` → `/chat`)
|
|
|
|
The dashboard embeds the real `hermes --tui` — **not** a rewrite. See `hermes_cli/pty_bridge.py` + the `@app.websocket("/api/pty")` endpoint in `hermes_cli/web_server.py`.
|
|
|
|
- Browser loads `web/src/pages/ChatPage.tsx`, which mounts xterm.js's `Terminal` with the WebGL renderer, `@xterm/addon-fit` for container-driven resize, and `@xterm/addon-unicode11` for modern wide-character widths.
|
|
- `/api/pty?token=…` upgrades to a WebSocket; auth uses the same ephemeral `_SESSION_TOKEN` as REST, via query param (browsers can't set `Authorization` on WS upgrade).
|
|
- The server spawns whatever `hermes --tui` would spawn, through `ptyprocess` (POSIX PTY — WSL works, native Windows does not).
|
|
- Frames: raw PTY bytes each direction; resize via `\x1b[RESIZE:<cols>;<rows>]` intercepted on the server and applied with `TIOCSWINSZ`.
|
|
|
|
**Do not re-implement the primary chat experience in React.** The main transcript, composer/input flow (including slash-command behavior), and PTY-backed terminal belong to the embedded `hermes --tui` — anything new you add to Ink shows up in the dashboard automatically. If you find yourself rebuilding the transcript or composer for the dashboard, stop and extend Ink instead.
|
|
|
|
**Structured React UI around the TUI is allowed when it is not a second chat surface.** Sidebar widgets, inspectors, summaries, status panels, and similar supporting views (e.g. `ChatSidebar`, `ModelPickerDialog`, `ToolCall`) are fine when they complement the embedded TUI rather than replacing the transcript / composer / terminal. Keep their state independent of the PTY child's session and surface their failures non-destructively so the terminal pane keeps working unimpaired.
|
|
|
|
---
|
|
|
|
## Adding New Tools
|
|
|
|
Requires changes in **2 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`** — either `_HERMES_CORE_TOOLS` (all platforms) or a new toolset.
|
|
|
|
Auto-discovery: any `tools/*.py` file with a top-level `registry.register()` call is imported automatically — no manual import list to maintain.
|
|
|
|
The registry handles schema collection, dispatch, availability checking, and error wrapping. All handlers MUST return a JSON string.
|
|
|
|
**Path references in tool schemas**: If the schema description mentions file paths (e.g. default output directories), use `display_hermes_home()` to make them profile-aware. The schema is generated at import time, which is after `_apply_profile_override()` sets `HERMES_HOME`.
|
|
|
|
**State files**: If a tool stores persistent state (caches, logs, checkpoints), use `get_hermes_home()` for the base directory — never `Path.home() / ".hermes"`. This ensures each profile gets its own state.
|
|
|
|
**Agent-level tools** (todo, memory): intercepted by `run_agent.py` before `handle_function_call()`. See `tools/todo_tool.py` for the pattern.
|
|
|
|
---
|
|
|
|
## Adding Configuration
|
|
|
|
### config.yaml options:
|
|
1. Add to `DEFAULT_CONFIG` in `hermes_cli/config.py`
|
|
2. Bump `_config_version` (check the current value at the top of `DEFAULT_CONFIG`)
|
|
ONLY if you need to actively migrate/transform existing user config
|
|
(renaming keys, changing structure). Adding a new key to an existing
|
|
section is handled automatically by the deep-merge and does NOT require
|
|
a version bump.
|
|
|
|
### .env variables (SECRETS ONLY — API keys, tokens, passwords):
|
|
1. Add to `OPTIONAL_ENV_VARS` in `hermes_cli/config.py` with metadata:
|
|
```python
|
|
"NEW_API_KEY": {
|
|
"description": "What it's for",
|
|
"prompt": "Display name",
|
|
"url": "https://...",
|
|
"password": True,
|
|
"category": "tool", # provider, tool, messaging, setting
|
|
},
|
|
```
|
|
|
|
Non-secret settings (timeouts, thresholds, feature flags, paths, display
|
|
preferences) belong in `config.yaml`, not `.env`. If internal code needs an
|
|
env var mirror for backward compatibility, bridge it from `config.yaml` to
|
|
the env var in code (see `gateway_timeout`, `terminal.cwd` → `TERMINAL_CWD`).
|
|
|
|
### Config loaders (three paths — know which one you're in):
|
|
|
|
| Loader | Used by | Location |
|
|
|--------|---------|----------|
|
|
| `load_cli_config()` | CLI mode | `cli.py` — merges CLI-specific defaults + user YAML |
|
|
| `load_config()` | `hermes tools`, `hermes setup`, most CLI subcommands | `hermes_cli/config.py` — merges `DEFAULT_CONFIG` + user YAML |
|
|
| Direct YAML load | Gateway runtime | `gateway/run.py` + `gateway/config.py` — reads user YAML raw |
|
|
|
|
If you add a new key and the CLI sees it but the gateway doesn't (or vice
|
|
versa), you're on the wrong loader. Check `DEFAULT_CONFIG` coverage.
|
|
|
|
### Working directory:
|
|
- **CLI** — uses the process's current directory (`os.getcwd()`).
|
|
- **Messaging** — uses `terminal.cwd` from `config.yaml`. The gateway bridges this
|
|
to the `TERMINAL_CWD` env var for child tools. **`MESSAGING_CWD` has been
|
|
removed** — the config loader prints a deprecation warning if it's set in
|
|
`.env`. Same for `TERMINAL_CWD` in `.env`; the canonical setting is
|
|
`terminal.cwd` in `config.yaml`.
|
|
|
|
---
|
|
|
|
## Skin/Theme System
|
|
|
|
The skin engine (`hermes_cli/skin_engine.py`) provides data-driven CLI visual customization. Skins are **pure data** — no code changes needed to add a new skin.
|
|
|
|
### Architecture
|
|
|
|
```
|
|
hermes_cli/skin_engine.py # SkinConfig dataclass, built-in skins, YAML loader
|
|
~/.hermes/skins/*.yaml # User-installed custom skins (drop-in)
|
|
```
|
|
|
|
- `init_skin_from_config()` — called at CLI startup, reads `display.skin` from config
|
|
- `get_active_skin()` — returns cached `SkinConfig` for the current skin
|
|
- `set_active_skin(name)` — switches skin at runtime (used by `/skin` command)
|
|
- `load_skin(name)` — loads from user skins first, then built-ins, then falls back to default
|
|
- Missing skin values inherit from the `default` skin automatically
|
|
|
|
### What skins customize
|
|
|
|
| Element | Skin Key | Used By |
|
|
|---------|----------|---------|
|
|
| Banner panel border | `colors.banner_border` | `banner.py` |
|
|
| Banner panel title | `colors.banner_title` | `banner.py` |
|
|
| Banner section headers | `colors.banner_accent` | `banner.py` |
|
|
| Banner dim text | `colors.banner_dim` | `banner.py` |
|
|
| Banner body text | `colors.banner_text` | `banner.py` |
|
|
| Response box border | `colors.response_border` | `cli.py` |
|
|
| Spinner faces (waiting) | `spinner.waiting_faces` | `display.py` |
|
|
| Spinner faces (thinking) | `spinner.thinking_faces` | `display.py` |
|
|
| Spinner verbs | `spinner.thinking_verbs` | `display.py` |
|
|
| Spinner wings (optional) | `spinner.wings` | `display.py` |
|
|
| Tool output prefix | `tool_prefix` | `display.py` |
|
|
| Per-tool emojis | `tool_emojis` | `display.py` → `get_tool_emoji()` |
|
|
| Agent name | `branding.agent_name` | `banner.py`, `cli.py` |
|
|
| Welcome message | `branding.welcome` | `cli.py` |
|
|
| Response box label | `branding.response_label` | `cli.py` |
|
|
| Prompt symbol | `branding.prompt_symbol` | `cli.py` |
|
|
|
|
### Built-in skins
|
|
|
|
- `default` — Classic Hermes gold/kawaii (the current look)
|
|
- `ares` — Crimson/bronze war-god theme with custom spinner wings
|
|
- `mono` — Clean grayscale monochrome
|
|
- `slate` — Cool blue developer-focused theme
|
|
|
|
### Adding a built-in skin
|
|
|
|
Add to `_BUILTIN_SKINS` dict in `hermes_cli/skin_engine.py`:
|
|
|
|
```python
|
|
"mytheme": {
|
|
"name": "mytheme",
|
|
"description": "Short description",
|
|
"colors": { ... },
|
|
"spinner": { ... },
|
|
"branding": { ... },
|
|
"tool_prefix": "┊",
|
|
},
|
|
```
|
|
|
|
### User skins (YAML)
|
|
|
|
Users create `~/.hermes/skins/<name>.yaml`:
|
|
|
|
```yaml
|
|
name: cyberpunk
|
|
description: Neon-soaked terminal theme
|
|
|
|
colors:
|
|
banner_border: "#FF00FF"
|
|
banner_title: "#00FFFF"
|
|
banner_accent: "#FF1493"
|
|
|
|
spinner:
|
|
thinking_verbs: ["jacking in", "decrypting", "uploading"]
|
|
wings:
|
|
- ["⟨⚡", "⚡⟩"]
|
|
|
|
branding:
|
|
agent_name: "Cyber Agent"
|
|
response_label: " ⚡ Cyber "
|
|
|
|
tool_prefix: "▏"
|
|
```
|
|
|
|
Activate with `/skin cyberpunk` or `display.skin: cyberpunk` in config.yaml.
|
|
|
|
---
|
|
|
|
## Plugins
|
|
|
|
Hermes has two plugin surfaces. Both live under `plugins/` in the repo so
|
|
repo-shipped plugins can be discovered alongside user-installed ones in
|
|
`~/.hermes/plugins/` and pip-installed entry points.
|
|
|
|
### General plugins (`hermes_cli/plugins.py` + `plugins/<name>/`)
|
|
|
|
`PluginManager` discovers plugins from `~/.hermes/plugins/`, `./.hermes/plugins/`,
|
|
and pip entry points. Each plugin exposes a `register(ctx)` function that
|
|
can:
|
|
|
|
- Register Python-callback lifecycle hooks:
|
|
`pre_tool_call`, `post_tool_call`, `pre_llm_call`, `post_llm_call`,
|
|
`on_session_start`, `on_session_end`
|
|
- Register new tools via `ctx.register_tool(...)`
|
|
- Register CLI subcommands via `ctx.register_cli_command(...)` — the
|
|
plugin's argparse tree is wired into `hermes` at startup so
|
|
`hermes <pluginname> <subcmd>` works with no change to `main.py`
|
|
|
|
Hooks are invoked from `model_tools.py` (pre/post tool) and `run_agent.py`
|
|
(lifecycle). **Discovery timing pitfall:** `discover_plugins()` only runs
|
|
as a side effect of importing `model_tools.py`. Code paths that read plugin
|
|
state without importing `model_tools.py` first must call `discover_plugins()`
|
|
explicitly (it's idempotent).
|
|
|
|
### Memory-provider plugins (`plugins/memory/<name>/`)
|
|
|
|
Separate discovery system for pluggable memory backends. Current built-in
|
|
providers include **honcho, mem0, supermemory, byterover, hindsight,
|
|
holographic, openviking, retaindb**.
|
|
|
|
Each provider implements the `MemoryProvider` ABC (see `agent/memory_provider.py`)
|
|
and is orchestrated by `agent/memory_manager.py`. Lifecycle hooks include
|
|
`sync_turn(turn_messages)`, `prefetch(query)`, `shutdown()`, and optional
|
|
`post_setup(hermes_home, config)` for setup-wizard integration.
|
|
|
|
**CLI commands via `plugins/memory/<name>/cli.py`:** if a memory plugin
|
|
defines `register_cli(subparser)`, `discover_plugin_cli_commands()` finds
|
|
it at argparse setup time and wires it into `hermes <plugin>`. The
|
|
framework only exposes CLI commands for the **currently active** memory
|
|
provider (read from `memory.provider` in config.yaml), so disabled
|
|
providers don't clutter `hermes --help`.
|
|
|
|
**Rule (Teknium, May 2026):** plugins MUST NOT modify core files
|
|
(`run_agent.py`, `cli.py`, `gateway/run.py`, `hermes_cli/main.py`, etc.).
|
|
If a plugin needs a capability the framework doesn't expose, expand the
|
|
generic plugin surface (new hook, new ctx method) — never hardcode
|
|
plugin-specific logic into core. PR #5295 removed 95 lines of hardcoded
|
|
honcho argparse from `main.py` for exactly this reason.
|
|
|
|
### Dashboard / context-engine / image-gen plugin directories
|
|
|
|
`plugins/context_engine/`, `plugins/image_gen/`, `plugins/example-dashboard/`,
|
|
etc. follow the same pattern (ABC + orchestrator + per-plugin directory).
|
|
Context engines plug into `agent/context_engine.py`; image-gen providers
|
|
into `agent/image_gen_provider.py`.
|
|
|
|
---
|
|
|
|
## Skills
|
|
|
|
Two parallel surfaces:
|
|
|
|
- **`skills/`** — built-in skills shipped and loadable by default.
|
|
Organized by category directories (e.g. `skills/github/`, `skills/mlops/`).
|
|
- **`optional-skills/`** — heavier or niche skills shipped with the repo but
|
|
NOT active by default. Installed explicitly via
|
|
`hermes skills install official/<category>/<skill>`. Adapter lives in
|
|
`tools/skills_hub.py` (`OptionalSkillSource`). Categories include
|
|
`autonomous-ai-agents`, `blockchain`, `communication`, `creative`,
|
|
`devops`, `email`, `health`, `mcp`, `migration`, `mlops`, `productivity`,
|
|
`research`, `security`, `web-development`.
|
|
|
|
When reviewing skill PRs, check which directory they target — heavy-dep or
|
|
niche skills belong in `optional-skills/`.
|
|
|
|
### SKILL.md frontmatter
|
|
|
|
Standard fields: `name`, `description`, `version`, `platforms`
|
|
(OS-gating list: `[macos]`, `[linux, macos]`, ...),
|
|
`metadata.hermes.tags`, `metadata.hermes.category`,
|
|
`metadata.hermes.config` (config.yaml settings the skill needs — stored
|
|
under `skills.config.<key>`, prompted during setup, injected at load time).
|
|
|
|
---
|
|
|
|
## Important Policies
|
|
|
|
### Prompt Caching Must Not Break
|
|
|
|
Hermes-Agent ensures caching remains valid throughout a conversation. **Do NOT implement changes that would:**
|
|
- Alter past context mid-conversation
|
|
- Change toolsets mid-conversation
|
|
- Reload memories or rebuild system prompts mid-conversation
|
|
|
|
Cache-breaking forces dramatically higher costs. The ONLY time we alter context is during context compression.
|
|
|
|
Slash commands that mutate system-prompt state (skills, tools, memory, etc.)
|
|
must be **cache-aware**: default to deferred invalidation (change takes
|
|
effect next session), with an opt-in `--now` flag for immediate
|
|
invalidation. See `/skills install --now` for the canonical pattern.
|
|
|
|
### Background Process Notifications (Gateway)
|
|
|
|
When `terminal(background=true, notify_on_complete=true)` is used, the gateway runs a watcher that
|
|
detects process completion and triggers a new agent turn. Control verbosity of background process
|
|
messages with `display.background_process_notifications`
|
|
in config.yaml (or `HERMES_BACKGROUND_NOTIFICATIONS` env var):
|
|
|
|
- `all` — running-output updates + final message (default)
|
|
- `result` — only the final completion message
|
|
- `error` — only the final message when exit code != 0
|
|
- `off` — no watcher messages at all
|
|
|
|
---
|
|
|
|
## Profiles: Multi-Instance Support
|
|
|
|
Hermes supports **profiles** — multiple fully isolated instances, each with its own
|
|
`HERMES_HOME` directory (config, API keys, memory, sessions, skills, gateway, etc.).
|
|
|
|
The core mechanism: `_apply_profile_override()` in `hermes_cli/main.py` sets
|
|
`HERMES_HOME` before any module imports. All `get_hermes_home()` references
|
|
automatically scope to the active profile.
|
|
|
|
### Rules for profile-safe code
|
|
|
|
1. **Use `get_hermes_home()` for all HERMES_HOME paths.** Import from `hermes_constants`.
|
|
NEVER hardcode `~/.hermes` or `Path.home() / ".hermes"` in code that reads/writes state.
|
|
```python
|
|
# GOOD
|
|
from hermes_constants import get_hermes_home
|
|
config_path = get_hermes_home() / "config.yaml"
|
|
|
|
# BAD — breaks profiles
|
|
config_path = Path.home() / ".hermes" / "config.yaml"
|
|
```
|
|
|
|
2. **Use `display_hermes_home()` for user-facing messages.** Import from `hermes_constants`.
|
|
This returns `~/.hermes` for default or `~/.hermes/profiles/<name>` for profiles.
|
|
```python
|
|
# GOOD
|
|
from hermes_constants import display_hermes_home
|
|
print(f"Config saved to {display_hermes_home()}/config.yaml")
|
|
|
|
# BAD — shows wrong path for profiles
|
|
print("Config saved to ~/.hermes/config.yaml")
|
|
```
|
|
|
|
3. **Module-level constants are fine** — they cache `get_hermes_home()` at import time,
|
|
which is AFTER `_apply_profile_override()` sets the env var. Just use `get_hermes_home()`,
|
|
not `Path.home() / ".hermes"`.
|
|
|
|
4. **Tests that mock `Path.home()` must also set `HERMES_HOME`** — since code now uses
|
|
`get_hermes_home()` (reads env var), not `Path.home() / ".hermes"`:
|
|
```python
|
|
with patch.object(Path, "home", return_value=tmp_path), \
|
|
patch.dict(os.environ, {"HERMES_HOME": str(tmp_path / ".hermes")}):
|
|
...
|
|
```
|
|
|
|
5. **Gateway platform adapters should use token locks** — if the adapter connects with
|
|
a unique credential (bot token, API key), call `acquire_scoped_lock()` from
|
|
`gateway.status` in the `connect()`/`start()` method and `release_scoped_lock()` in
|
|
`disconnect()`/`stop()`. This prevents two profiles from using the same credential.
|
|
See `gateway/platforms/telegram.py` for the canonical pattern.
|
|
|
|
6. **Profile operations are HOME-anchored, not HERMES_HOME-anchored** — `_get_profiles_root()`
|
|
returns `Path.home() / ".hermes" / "profiles"`, NOT `get_hermes_home() / "profiles"`.
|
|
This is intentional — it lets `hermes -p coder profile list` see all profiles regardless
|
|
of which one is active.
|
|
|
|
## Known Pitfalls
|
|
|
|
### DO NOT hardcode `~/.hermes` paths
|
|
Use `get_hermes_home()` from `hermes_constants` for code paths. Use `display_hermes_home()`
|
|
for user-facing print/log messages. Hardcoding `~/.hermes` breaks profiles — each profile
|
|
has its own `HERMES_HOME` directory. This was the source of 5 bugs fixed in PR #3575.
|
|
|
|
### DO NOT introduce new `simple_term_menu` usage
|
|
Existing call sites in `hermes_cli/main.py` remain for legacy fallback only;
|
|
the preferred UI is curses (stdlib) because `simple_term_menu` has
|
|
ghost-duplication rendering bugs in tmux/iTerm2 with arrow keys. New
|
|
interactive menus must use `hermes_cli/curses_ui.py` — see
|
|
`hermes_cli/tools_config.py` for the canonical pattern.
|
|
|
|
### DO NOT use `\033[K` (ANSI erase-to-EOL) in spinner/display code
|
|
Leaks as literal `?[K` text under `prompt_toolkit`'s `patch_stdout`. Use space-padding: `f"\r{line}{' ' * pad}"`.
|
|
|
|
### `_last_resolved_tool_names` is a process-global in `model_tools.py`
|
|
`_run_single_child()` in `delegate_tool.py` saves and restores this global around subagent execution. If you add new code that reads this global, be aware it may be temporarily stale during child agent runs.
|
|
|
|
### DO NOT hardcode cross-tool references in schema descriptions
|
|
Tool schema descriptions must not mention tools from other toolsets by name (e.g., `browser_navigate` saying "prefer web_search"). Those tools may be unavailable (missing API keys, disabled toolset), causing the model to hallucinate calls to non-existent tools. If a cross-reference is needed, add it dynamically in `get_tool_definitions()` in `model_tools.py` — see the `browser_navigate` / `execute_code` post-processing blocks for the pattern.
|
|
|
|
### The gateway has TWO message guards — both must bypass approval/control commands
|
|
When an agent is running, messages pass through two sequential guards:
|
|
(1) **base adapter** (`gateway/platforms/base.py`) queues messages in
|
|
`_pending_messages` when `session_key in self._active_sessions`, and
|
|
(2) **gateway runner** (`gateway/run.py`) intercepts `/stop`, `/new`,
|
|
`/queue`, `/status`, `/approve`, `/deny` before they reach
|
|
`running_agent.interrupt()`. Any new command that must reach the runner
|
|
while the agent is blocked (e.g. approval prompts) MUST bypass BOTH
|
|
guards and be dispatched inline, not via `_process_message_background()`
|
|
(which races session lifecycle).
|
|
|
|
### Squash merges from stale branches silently revert recent fixes
|
|
Before squash-merging a PR, ensure the branch is up to date with `main`
|
|
(`git fetch origin main && git reset --hard origin/main` in the worktree,
|
|
then re-apply the PR's commits). A stale branch's version of an unrelated
|
|
file will silently overwrite recent fixes on main when squashed. Verify
|
|
with `git diff HEAD~1..HEAD` after merging — unexpected deletions are a
|
|
red flag.
|
|
|
|
### Don't wire in dead code without E2E validation
|
|
Unused code that was never shipped was dead for a reason. Before wiring an
|
|
unused module into a live code path, E2E test the real resolution chain
|
|
with actual imports (not mocks) against a temp `HERMES_HOME`.
|
|
|
|
### Tests must not write to `~/.hermes/`
|
|
The `_isolate_hermes_home` autouse fixture in `tests/conftest.py` redirects `HERMES_HOME` to a temp dir. Never hardcode `~/.hermes/` paths in tests.
|
|
|
|
**Profile tests**: When testing profile features, also mock `Path.home()` so that
|
|
`_get_profiles_root()` and `_get_default_hermes_home()` resolve within the temp dir.
|
|
Use the pattern from `tests/hermes_cli/test_profiles.py`:
|
|
```python
|
|
@pytest.fixture
|
|
def profile_env(tmp_path, monkeypatch):
|
|
home = tmp_path / ".hermes"
|
|
home.mkdir()
|
|
monkeypatch.setattr(Path, "home", lambda: tmp_path)
|
|
monkeypatch.setenv("HERMES_HOME", str(home))
|
|
return home
|
|
```
|
|
|
|
---
|
|
|
|
## Testing
|
|
|
|
**ALWAYS use `scripts/run_tests.sh`** — do not call `pytest` directly. The script enforces
|
|
hermetic environment parity with CI (unset credential vars, TZ=UTC, LANG=C.UTF-8,
|
|
4 xdist workers matching GHA ubuntu-latest). Direct `pytest` on a 16+ core
|
|
developer machine with API keys set diverges from CI in ways that have caused
|
|
multiple "works locally, fails in CI" incidents (and the reverse).
|
|
|
|
```bash
|
|
scripts/run_tests.sh # full suite, CI-parity
|
|
scripts/run_tests.sh tests/gateway/ # one directory
|
|
scripts/run_tests.sh tests/agent/test_foo.py::test_x # one test
|
|
scripts/run_tests.sh -v --tb=long # pass-through pytest flags
|
|
```
|
|
|
|
### Why the wrapper (and why the old "just call pytest" doesn't work)
|
|
|
|
Five real sources of local-vs-CI drift the script closes:
|
|
|
|
| | Without wrapper | With wrapper |
|
|
|---|---|---|
|
|
| Provider API keys | Whatever is in your env (auto-detects pool) | All `*_API_KEY`/`*_TOKEN`/etc. unset |
|
|
| HOME / `~/.hermes/` | Your real config+auth.json | Temp dir per test |
|
|
| Timezone | Local TZ (PDT etc.) | UTC |
|
|
| Locale | Whatever is set | C.UTF-8 |
|
|
| xdist workers | `-n auto` = all cores (20+ on a workstation) | `-n 4` matching CI |
|
|
|
|
`tests/conftest.py` also enforces points 1-4 as an autouse fixture so ANY pytest
|
|
invocation (including IDE integrations) gets hermetic behavior — but the wrapper
|
|
is belt-and-suspenders.
|
|
|
|
### Running without the wrapper (only if you must)
|
|
|
|
If you can't use the wrapper (e.g. on Windows or inside an IDE that shells
|
|
pytest directly), at minimum activate the venv and pass `-n 4`:
|
|
|
|
```bash
|
|
source .venv/bin/activate # or: source venv/bin/activate
|
|
python -m pytest tests/ -q -n 4
|
|
```
|
|
|
|
Worker count above 4 will surface test-ordering flakes that CI never sees.
|
|
|
|
Always run the full suite before pushing changes.
|
|
|
|
### Don't write change-detector tests
|
|
|
|
A test is a **change-detector** if it fails whenever data that is **expected
|
|
to change** gets updated — model catalogs, config version numbers,
|
|
enumeration counts, hardcoded lists of provider models. These tests add no
|
|
behavioral coverage; they just guarantee that routine source updates break
|
|
CI and cost engineering time to "fix."
|
|
|
|
**Do not write:**
|
|
|
|
```python
|
|
# catalog snapshot — breaks every model release
|
|
assert "gemini-2.5-pro" in _PROVIDER_MODELS["gemini"]
|
|
assert "MiniMax-M2.7" in models
|
|
|
|
# config version literal — breaks every schema bump
|
|
assert DEFAULT_CONFIG["_config_version"] == 21
|
|
|
|
# enumeration count — breaks every time a skill/provider is added
|
|
assert len(_PROVIDER_MODELS["huggingface"]) == 8
|
|
```
|
|
|
|
**Do write:**
|
|
|
|
```python
|
|
# behavior: does the catalog plumbing work at all?
|
|
assert "gemini" in _PROVIDER_MODELS
|
|
assert len(_PROVIDER_MODELS["gemini"]) >= 1
|
|
|
|
# behavior: does migration bump the user's version to current latest?
|
|
assert raw["_config_version"] == DEFAULT_CONFIG["_config_version"]
|
|
|
|
# invariant: no plan-only model leaks into the legacy list
|
|
assert not (set(moonshot_models) & coding_plan_only_models)
|
|
|
|
# invariant: every model in the catalog has a context-length entry
|
|
for m in _PROVIDER_MODELS["huggingface"]:
|
|
assert m.lower() in DEFAULT_CONTEXT_LENGTHS_LOWER
|
|
```
|
|
|
|
The rule: if the test reads like a snapshot of current data, delete it. If
|
|
it reads like a contract about how two pieces of data must relate, keep it.
|
|
When a PR adds a new provider/model and you want a test, make the test
|
|
assert the relationship (e.g. "catalog entries all have context lengths"),
|
|
not the specific names.
|
|
|
|
Reviewers should reject new change-detector tests; authors should convert
|
|
them into invariants before re-requesting review.
|