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dashboard/opencode/007_opencode_session_lact_plugin_2026-08-30.txt

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mac 2026-08-29 22:20:00 → now 1 session(s)
Session Started Where Title
FUBB6l 2026-08-30 21:44 Code/dashboard LACT GPU profile display and switcher
⚑ ❬FUBB6l❭ LACT GPU profile display and switcher ~/Code/dashboard
────────────────────────────────────────────────────────────────────────────────────────────────────
│ 2026-08-30 21:46:39 • user
│
│ We're implementing a new plugin: LACT graphics card profile display and switcher.
│
│ - You can get the available profiles with `lact cli profile list`
│ - fetch the currently active profile with `lact cli profile get`
│ - set profile with `lact cli profile set <profile-name>`
│
│ All commands have a parameter `--gpu-id <id>` to select a GPU. The parameter comes as first
│ parameter before commands.
│ Get a list of available GPUs with `lact cli list`.
│ Shorten the GPU names like on the overview card.
│
│ The list of profiles should be a dropdown per GPU and have a reload button. Do not refresh the
│ profiles automatically (see llama plugin model load dropdown for example)
│ 2026-08-30 21:46:39 • assistant • Qwen3.8-27B-Think @plan
│
│ Let me start by understanding the codebase structure, and then investigate how existing plugins
│ (especially the llama plugin) are implemented, and after that, I'll make a plan for the LACT
│ plugin.
│
│ Let me take a look at the codebase.
│
│ I'll explore the codebase to understand the plugin architecture before planning the LACT plugin.
│
│ read /home/mac/Code/dashboard/app/plugins/base.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/plugins/base.py"
│ }
│ out
│ <path>/home/mac/Code/dashboard/app/plugins/base.py</path>
│ <type>file</type>
│ <content>
│ 1: from collections.abc import Awaitable, Callable
│ 2: from dataclasses import dataclass, field
│ 3:
│ 4:
│ 5: @dataclass
│ 6: class Plugin:
│ 7: id: str
│ 8: title: str
│ 9: description: str = ""
│ 10: skeleton_fn: Callable[[], Awaitable[str]] | None = field(default=None)
│ 11: open_fn: Callable[[], Awaitable[None]] | None = field(default=None)
│ 12: close_fn: Callable[[], Awaitable[None]] | None = field(default=None)
│ 13:
│ 14: async def skeleton(self) -> str:
│ 15: if self.skeleton_fn is None:
│ 16: raise NotImplementedError
│ 17: return await self.skeleton_fn()
│ 18:
│ 19: async def open(self) -> None:
│ 20: if self.open_fn is not None:
│ 21: await self.open_fn()
│ 22:
│ 23: async def close(self) -> None:
│ 24: if self.close_fn is not None:
│ 25: await self.close_fn()
│
│ (End of file - total 25 lines)
│ </content>
│ glob app/plugins/**/*.py ok 0.0s
│ in
│ {
│ "pattern": "app/plugins/**/*.py"
│ }
│ out
│ /home/mac/Code/dashboard/app/plugins/sleep.py
│ /home/mac/Code/dashboard/app/plugins/base.py
│ /home/mac/Code/dashboard/app/plugins/__init__.py
│ /home/mac/Code/dashboard/app/plugins/llamacpp.py
│ glob app/plugins/**/*.html ok 0.0s
│ in
│ {
│ "pattern": "app/plugins/**/*.html"
│ }
│ out No files found
│
│ tokens 525 in 164 out 8899 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:46:44 • assistant • Qwen3.8-27B-Think @plan
│
│ Let me read the plugins' `__init__.py` and the llamacpp.py plugin, and also check how the
│ templates are structured.
│
│ read /home/mac/Code/dashboard/app/plugins/__init__.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/plugins/__init__.py"
│ }
│ out
│ <path>/home/mac/Code/dashboard/app/plugins/__init__.py</path>
│ <type>file</type>
│ <content>
│ 1: from app.plugins.base import Plugin
│ 2: from app.plugins.llamacpp import plugin as llamacpp_plugin, router as llamacpp_router
│ 3: from app.plugins.sleep import plugin as sleep_plugin, router as sleep_router
│ 4:
│ 5: PLUGINS: list[Plugin] = [llamacpp_plugin, sleep_plugin]
│ 6: ROUTERS = [llamacpp_router, sleep_router]
│ 7:
│ 8: __all__ = ["PLUGINS", "ROUTERS", "Plugin"]
│
│ (End of file - total 8 lines)
│ </content>
│ read /home/mac/Code/dashboard/app/plugins/llamacpp.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/plugins/llamacpp.py"
│ }
│ out
│ <path>/home/mac/Code/dashboard/app/plugins/llamacpp.py</path>
│ <type>file</type>
│ <content>
│ 1: from typing import Any
│ 2:
│ 3: import httpx
│ 4: from fastapi import APIRouter, Form
│ 5: from fastapi.responses import HTMLResponse
│ 6:
│ 7: from app.config import Settings, get_settings
│ 8: from app.plugins.base import Plugin
│ 9: from app.render import render
│ 10:
│ 11: router = APIRouter(prefix="/api/plugins/llamacpp", tags=["plugins"])
│ 12:
│ 13:
│ 14: def _headers(settings: Settings) -> dict[str, str]:
│ 15: h = {}
│ 16: if settings.llama_api_key:
│ 17: h["Authorization"] = f"Bearer {settings.llama_api_key}"
│ 18: return h
│ 19:
│ 20:
│ 21: def _client() -> httpx.AsyncClient:
│ 22: settings = get_settings()
│ 23: return httpx.AsyncClient(
│ 24: base_url=settings.llama_base_url.rstrip("/"),
│ 25: timeout=settings.llama_timeout,
│ 26: headers=_headers(settings),
│ 27: )
│ 28:
│ 29:
│ 30: async def gather_status() -> dict[str, Any]:
│ 31: """Query the llama-server router. Never raises; returns status dict."""
│ 32: settings = get_settings()
│ 33: status: dict[str, Any] = {
│ 34: "base_url": settings.llama_base_url,
│ 35: "reachable": False,
│ 36: "health": None,
│ 37: "models": [],
│ 38: "error": None,
│ 39: }
│ 40: try:
│ 41: async with _client() as client:
│ 42: try:
│ 43: r = await client.get("/health")
│ 44: status["health"] = r.json().get("status") if r.status_code == 200 else
│ f"http {r.status_code}"
│ 45: except httpx.HTTPError:
│ 46: pass
│ 47: r = await client.get("/models")
│ 48: _ = r.raise_for_status()
│ 49: status["reachable"] = True
│ 50: data = r.json()
│ 51: for m in data.get("data", []):
│ 52: st: dict[str, Any] = m.get("status") or {}
│ 53: item: dict[str, str | bool | float] = {
│ 54: "id": str(m.get("id", "?")),
│ 55: "sta
│ … [4220 more chars]
│
│ tokens 377 in 103 out 9587 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:46:46 • assistant • Qwen3.8-27B-Think @plan
│
│ Next, let's take a look at the templates, the sleep plugin, and how the plugins are rendered in
│ the UI. Also, let's check how GPU names are shortened on the overview card.
│
│ glob templates/**/*.html ok 0.0s
│ in
│ {
│ "pattern": "templates/**/*.html"
│ }
│ out
│ /home/mac/Code/dashboard/templates/plugins/sleep_state.html
│ /home/mac/Code/dashboard/templates/plugins/sleep_skeleton.html
│ /home/mac/Code/dashboard/templates/plugins/llamacpp_state.html
│ /home/mac/Code/dashboard/templates/plugins/llamacpp_skeleton.html
│ /home/mac/Code/dashboard/templates/plugins.html
│ /home/mac/Code/dashboard/templates/index.html
│ /home/mac/Code/dashboard/templates/overview.html
│ /home/mac/Code/dashboard/templates/service_detail.html
│ /home/mac/Code/dashboard/templates/services.html
│ /home/mac/Code/dashboard/templates/journal.html
│ /home/mac/Code/dashboard/templates/processes.html
│ /home/mac/Code/dashboard/templates/disks.html
│ read /home/mac/Code/dashboard/app/plugins/sleep.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/plugins/sleep.py"
│ }
│ out
│ <path>/home/mac/Code/dashboard/app/plugins/sleep.py</path>
│ <type>file</type>
│ <content>
│ 1: import asyncio
│ 2: import json
│ 3: import os
│ 4: import signal
│ 5: from typing import Any
│ 6:
│ 7: from fastapi import APIRouter, Form
│ 8: from fastapi.responses import HTMLResponse
│ 9:
│ 10: from app.plugins.base import Plugin
│ 11: from app.render import render
│ 12:
│ 13: router = APIRouter(prefix="/api/plugins/sleep", tags=["plugins"])
│ 14:
│ 15: WHO = "Dashboard (sleep-inhibit)"
│ 16: WHY = "dashboard: keep system awake"
│ 17: BLOCK_MODES = ("block", "block-weak")
│ 18:
│ 19: _holder: asyncio.subprocess.Process | None = None
│ 20: _toggle_lock = asyncio.Lock()
│ 21:
│ 22:
│ 23: async def _list() -> tuple[list[dict[str, Any]], str]:
│ 24: try:
│ 25: proc = await asyncio.create_subprocess_exec(
│ 26: "systemd-inhibit", "--json=short", "--list",
│ 27: stdout=asyncio.subprocess.PIPE,
│ 28: stderr=asyncio.subprocess.PIPE,
│ 29: )
│ 30: except OSError as e:
│ 31: return [], str(e)[:200]
│ 32: try:
│ 33: out, err = await asyncio.wait_for(proc.communicate(), 5)
│ 34: except TimeoutError:
│ 35: try:
│ 36: _ = proc.kill()
│ 37: except ProcessLookupError:
│ 38: pass
│ 39: return [], "systemd-inhibit timed out"
│ 40: if proc.returncode != 0:
│ 41: return [], (err.decode(errors="replace").strip() or f"systemd-inhibit failed
│ (rc={proc.returncode})")[:200]
│ 42: try:
│ 43: data = json.loads(out.decode(errors="replace"))
│ 44: except ValueError:
│ 45: return [], "could not parse systemd-inhibit output"
│ 46: if not isinstance(data, list):
│ 47: return [], "unexpected systemd-inhibit output"
│ 48: items: list[dict[str, Any]] = [e for e in data if isinstance(e, dict)]
│ 49: return items, ""
│ 50:
│ 51:
│ 52: def _verdict(inhibitors: list[dict[str, Any]]) -> str:
│ 53: for e in inhibitors:
│ 54: whats = str(e.get("what", "")).split(":")
│ 55: if "sleep" in whats and e.get("mod
│ … [4562 more chars]
│
│ tokens 2209 in 105 out 10066 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:46:52 • assistant • Qwen3.8-27B-Think @plan
│
│ Next, let's check the templates: the plugins tab, the state/skeleton templates for llamacpp and
│ sleep, the render function, and how GPU names are shortened in the overview.
│
│ read /home/mac/Code/dashboard/templates/plugins.html ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/templates/plugins.html"
│ }
│ out
│ <path>/home/mac/Code/dashboard/templates/plugins.html</path>
│ <type>file</type>
│ <content>
│ 1: <div id="plugins" class="panel">
│ 2: {% for item in items %}
│ 3: <div class="plugin-card">
│ 4: <h3>{{ item.p.title }}</h3>
│ 5: <p class="muted small">{{ item.p.description }}</p>
│ 6: <div class="plugin-body">{{ item.body | safe }}</div>
│ 7: </div>
│ 8: {% else %}
│ 9: <div class="muted">no plugins registered</div>
│ 10: {% endfor %}
│ 11: </div>
│
│ (End of file - total 11 lines)
│ </content>
│ read /home/mac/Code/dashboard/templates/plugins/llamacpp_state.html ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/templates/plugins/llamacpp_state.html"
│ }
│ out
│ <path>/home/mac/Code/dashboard/templates/plugins/llamacpp_state.html</path>
│ <type>file</type>
│ <content>
│ 1: {% if not reachable %}
│ 2: <div class="alert">llama-server unreachable at <span class="mono">{{ base_url }}</span>{%
│ if error %}: {{ error }}{% endif %}</div>
│ 3: <div class="muted small">start it in router mode: <span class="mono">llama-server
│ --models-dir /path/to/models</span></div>
│ 4: {% else %}
│ 5: <div class="llama-health">
│ 6: <span class="dot {{ "dot-run" if health == "ok" else "dot-failed" }}"></span>
│ 7: <span class="llama-health-text">{{ "healthy" if health == "ok" else (health or "status
│ unknown") }}</span>
│ 8: <span class="muted small mono">{{ base_url }}</span>
│ 9: </div>
│ 10: {% if message %}<div class="notice">{{ message }}</div>{% endif %}
│ 11: {% if error_msg %}<div class="alert">{{ error_msg }}</div>{% endif %}
│ 12:
│ 13: <h4>Loaded models</h4>
│ 14: {% if loaded %}
│ 15: <div class="llama-models">
│ 16: {% for m in loaded %}
│ 17: <div class="llama-model">
│ 18: <span class="dot {{ "dot-run" if m.state == "loaded" else ("dot-sleep" if m.state ==
│ "sleeping" else ("dot-failed" if m.failed else "dot-busy")) }}"></span>
│ 19: <span class="mono llama-id" title="{{ m.path }}">{{ m.id }}</span>
│ 20: <span class="badge badge-{{ "failed" if m.failed else m.state }}">{{ m.state }}{% if
│ m.failed %} (exit {{ m.exit_code }}){% endif %}</span>
│ 21: {% if m.progress is not none %}<div class="bar small-bar"><div class="bar-fill"
│ style="width: {{ m.progress }}%"></div></div>{% endif %}
│ 22: <span class="llama-model-actions">
│ 23: <button class="btn" hx-post="/api/plugins/llamacpp/unload" hx-vals='{"model":"{{
│ m.id }}"}' hx-target="closest .plugin-body" hx-swap="innerHTML" hx-confirm="Unload {{ m.id
│ }}?">unload</button>
│ 24: </span>
│ 25: </div>
│ 26: {% endfor %}
│ 27: </div>
│ 28: {% else %}
│ 29: <div class="muted small">no models loaded</div>
│ 30: {% endif %}
│ 31: {% endif %}
│
│ (End of file - total 31 lines)
│ </content>
│ read /home/mac/Code/dashboard/templates/plugins/llamacpp_skeleton.html ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/templates/plugins/llamacpp_skeleton.html"
│ }
│ out
│ <path>/home/mac/Code/dashboard/templates/plugins/llamacpp_skeleton.html</path>
│ <type>file</type>
│ <content>
│ 1: <div class="llama">
│ 2: <div id="llama-state" hx-get="/api/plugins/llamacpp/state" hx-trigger="every 5s"
│ hx-swap="innerHTML">
│ 3: {% include "plugins/llamacpp_state.html" %}
│ 4: </div>
│ 5: {% if reachable %}
│ 6: <h4>Available models</h4>
│ 7: {% if available %}
│ 8: <div class="llama-load">
│ 9: <select id="llama-model-pick" name="model">
│ 10: {% for m in available %}
│ 11: <option value="{{ m.id }}">{{ m.id }}{% if m.failed %} (failed, exit {{
│ m.exit_code }}){% endif %}</option>
│ 12: {% endfor %}
│ 13: </select>
│ 14: <button class="btn" hx-post="/api/plugins/llamacpp/load"
│ hx-include="#llama-model-pick" hx-target="closest .plugin-body"
│ hx-swap="innerHTML">load</button>
│ 15: </div>
│ 16: {% else %}
│ 17: <div class="muted small">no unloaded models (is --models-dir set on the server?)</div>
│ 18: {% endif %}
│ 19:
│ 20: <div class="actions">
│ 21: <button class="btn" hx-post="/api/plugins/llamacpp/rescan" hx-target="closest
│ .plugin-body" hx-swap="innerHTML">rescan models</button>
│ 22: </div>
│ 23: {% endif %}
│ 24: </div>
│
│ (End of file - total 24 lines)
│ </content>
│
│ tokens 2407 in 148 out 12379 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:46:58 • assistant • Qwen3.8-27B-Think @plan
│
│ Next, let's check how the plugins router (the one that assembles the plugin tab) works, the
│ rendering, and also the shortening of GPU names in the overview.
│
│ glob app/routers/*.py ok 0.0s
│ in
│ {
│ "pattern": "app/routers/*.py"
│ }
│ out
│ /home/mac/Code/dashboard/app/routers/overview.py
│ /home/mac/Code/dashboard/app/routers/plugins.py
│ /home/mac/Code/dashboard/app/routers/__init__.py
│ /home/mac/Code/dashboard/app/routers/services.py
│ /home/mac/Code/dashboard/app/routers/journal.py
│ /home/mac/Code/dashboard/app/routers/processes.py
│ /home/mac/Code/dashboard/app/routers/disks.py
│ grep plugins ok 0.0s
│ in
│ {
│ "pattern": "plugins",
│ "path": "/home/mac/Code/dashboard/app/routers"
│ }
│ out
│ Found 6 matches
│ /home/mac/Code/dashboard/app/routers/plugins.py:
│ Line 4: from app.plugins import PLUGINS, Plugin
│
│ Line 7: router = APIRouter(prefix="/api/plugins", tags=["plugins"])
│
│ Line 11: async def plugins_index():
│
│ Line 19: return HTMLResponse(render("plugins.html", items=items))
│
│
│ /home/mac/Code/dashboard/app/routers/__init__.py:
│ Line 1: from app.routers import disks, journal, overview, plugins, processes, services
│
│ Line 3: __all__ = ["overview", "disks", "processes", "journal", "services", "plugins"]
│
│ tokens 1304 in 113 out 14933 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:47:03 • assistant • Qwen3.8-27B-Think @plan
│
│ Let's take a look at the plugin's router, overview's router, and how the GPU name is abbreviated
│ on the overview card. Also, I'll check the sleep state/skeleton template for style reference.
│
│ read /home/mac/Code/dashboard/app/routers/plugins.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/routers/plugins.py"
│ }
│ out
│ <path>/home/mac/Code/dashboard/app/routers/plugins.py</path>
│ <type>file</type>
│ <content>
│ 1: from fastapi import APIRouter
│ 2: from fastapi.responses import HTMLResponse
│ 3:
│ 4: from app.plugins import PLUGINS, Plugin
│ 5: from app.render import render
│ 6:
│ 7: router = APIRouter(prefix="/api/plugins", tags=["plugins"])
│ 8:
│ 9:
│ 10: @router.get("")
│ 11: async def plugins_index():
│ 12: items: list[dict[str, Plugin | str]] = []
│ 13: for p in PLUGINS:
│ 14: try:
│ 15: body = await p.skeleton()
│ 16: except Exception as e: # noqa
│ 17: body = f"<div class='alert'>plugin error: {e}</div>"
│ 18: items.append({"p": p, "body": body})
│ 19: return HTMLResponse(render("plugins.html", items=items))
│
│ (End of file - total 19 lines)
│ </content>
│ read /home/mac/Code/dashboard/app/routers/overview.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/routers/overview.py"
│ }
│ out
│ <path>/home/mac/Code/dashboard/app/routers/overview.py</path>
│ <type>file</type>
│ <content>
│ 1: import asyncio
│ 2: import math
│ 3: import socket
│ 4: import time
│ 5: from dataclasses import fields
│ 6: from typing import Any
│ 7:
│ 8: import psutil
│ 9: from fastapi import APIRouter, Request
│ 10: from fastapi.responses import HTMLResponse, JSONResponse
│ 11:
│ 12: from app.collect import net as net_col
│ 13: from app.config import get_settings
│ 14: from app.render import render, uptime_str
│ 15: from app.sample import Sample
│ 16:
│ 17: router = APIRouter(prefix="/api", tags=["overview"])
│ 18:
│ 19: RowAgg = dict[str, float | int | None]
│ 20:
│ 21:
│ 22: def _window(snap: list[Sample], max_points: int) -> list[tuple[float, dict[str,
│ RowAgg]]]:
│ 23: n = len(snap)
│ 24: w = max(1, math.ceil(n / max_points))
│ 25: out: list[tuple[float, dict[str, RowAgg]]] = []
│ 26: for start in range(0, n, w):
│ 27: chunk = snap[start : start + w]
│ 28: vals: dict[str, list[int | float]] = {}
│ 29: for sample in chunk:
│ 30: for f in fields(sample):
│ 31: if f.name == "ts":
│ 32: continue
│ 33: v = getattr(sample, f.name)
│ 34: if isinstance(v, (int, float)) and not isinstance(v, bool):
│ 35: vals.setdefault(f.name, []).append(v)
│ 36: row: dict[str, RowAgg] = {}
│ 37: for k, lst in vals.items():
│ 38: ints = all(isinstance(v, int) for v in lst)
│ 39: avg = sum(lst) / len(lst)
│ 40: row[k] = {
│ 41: "avg": round(avg) if ints else round(avg, 1),
│ 42: "min": min(lst) if ints else round(min(lst), 1),
│ 43: "max": max(lst) if ints else round(max(lst), 1),
│ 44: }
│ 45: out.append((chunk[-1].ts, row))
│ 46: return out
│ 47:
│ 48:
│ 49: @router.get("/overview")
│ 50: async def overview(request: Request):
│ 51: store = request.app.state.store
│ 52: s = store.latest() or Sample()
│ 53: mem_total = s.mem_total
│ … [1925 more chars]
│ read /home/mac/Code/dashboard/templates/plugins/sleep_state.html ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/templates/plugins/sleep_state.html"
│ }
│ out
│ <path>/home/mac/Code/dashboard/templates/plugins/sleep_state.html</path>
│ <type>file</type>
│ <content>
│ 1: {% if error %}<div class="alert">systemd-inhibit failed: {{ error }}</div>{% endif %}
│ 2: {% if message %}<div class="notice">{{ message }}</div>{% endif %}
│ 3: <div class="llama-health">
│ 4: <span class="dot {{ "dot-failed" if verdict == "blocked" else "dot-run" }}"></span>
│ 5: <span class="llama-health-text">{{ "sleep blocked" if verdict == "blocked" else "sleep
│ allowed" }}</span>
│ 6: <span class="muted small">block-mode locks only — delay-mode locks are ignored</span>
│ 7: </div>
│ 8: <label class="chk">
│ 9: <input type="checkbox" name="on" value="1" {% if holding %}checked{% endif %}
│ hx-post="/api/plugins/sleep/toggle" hx-target="closest .plugin-body" hx-swap="innerHTML">
│ 10: keep system awake (this dashboard holds a sleep lock)
│ 11: </label>
│ 12: {% if inhibitors %}
│ 13: <div class="table-wrap">
│ 14: <table class="table">
│ 15: <thead><tr><th>who</th><th>what</th><th>why</th><th>mode</th></tr></thead>
│ 16: <tbody>
│ 17: {% for e in inhibitors %}
│ 18: <tr class="{{ "inh-own" if e.own else "" }}">
│ 19: <td class="cell-clip">{{ e.who }}{% if e.proc %} <span class="muted small mono">{{
│ e.proc }}</span>{% endif %}</td>
│ 20: <td>{% for w in e.what.split(":") if w %}<span class="badge">{{ w }}</span> {%
│ endfor %}</td>
│ 21: <td class="cell-clip muted">{{ e.why }}</td>
│ 22: <td><span class="badge {{ "badge-block" if e.mode == "block" else "" }}">{{ e.mode
│ }}</span></td>
│ 23: </tr>
│ 24: {% endfor %}
│ 25: </tbody>
│ 26: </table>
│ 27: </div>
│ 28: {% else %}
│ 29: <div class="muted small">no active block-mode inhibitors — the system may sleep</div>
│ 30: {% endif %}
│
│ (End of file - total 30 lines)
│ </content>
│
│ tokens 249 in 149 out 16350 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:47:07 • assistant • Qwen3.8-27B-Think @plan
│
│ Next, I need to check how the GPU name is being shortened in the overview card. `s.gpu_name` —
│ let's take a look at the GPU collector.
│
│ Now let me check how GPU names are gathered and shortened in the collector/overview:
│
│ glob app/collect/*.py ok 0.0s
│ in
│ {
│ "pattern": "app/collect/*.py"
│ }
│ out
│ /home/mac/Code/dashboard/app/collect/net.py
│ /home/mac/Code/dashboard/app/collect/power.py
│ /home/mac/Code/dashboard/app/collect/__init__.py
│ /home/mac/Code/dashboard/app/collect/mem.py
│ /home/mac/Code/dashboard/app/collect/procs.py
│ /home/mac/Code/dashboard/app/collect/gpu.py
│ /home/mac/Code/dashboard/app/collect/disks.py
│ /home/mac/Code/dashboard/app/collect/cpu.py
│ grep gpu_name ok 0.0s
│ in
│ {
│ "pattern": "gpu_name",
│ "path": "/home/mac/Code/dashboard"
│ }
│ out
│ Found 53 matches
│ /home/mac/Code/dashboard/app/sample.py:
│ Line 23: gpu_name: str = "no GPU detected"
│
│
│ /home/mac/Code/dashboard/opencode/opencode_session_refactor_sample_storage_2026-08-30.txt:
│ Line 289: │ 29: def _gpu_name() -> str:
│
│ Line 1120: │ - `gpu_name` (str)
│
│ Line 1394: │ `vram_pct: float | None`, `gpu_temp: float | None`, `gpu_name: str`
│
│ Line 1458: │ | `gpu`, `vram_used/total`, `vram_pct`, `gpu_temp`, `gpu_name` | mixed |
│ `gpu.py` |
│
│ Line 1689: │ float | None = None\n gpu_name: str = \"no GPU detected\"\n
│ battery: int | None =
│
│ Line 1794: │ "gpu_name": _gpu_name(),
│
│ Line 1860: │ else None,\n \"gpu_name\": _gpu_name(),\n }",
│
│ Line 1901: │ float(temp),\n \"gpu_name\": name,\n }\n\n\ndef sample() ->
│ dict[str, Any]:\n
│
│ Line 1904: │ \"vram_pct\": None,\n \"gpu_temp\": None,\n
│ \"gpu_name\": \"no GPU
│
│ Line 2504: │ \"gpu\": s.get(\"gpu\"),\n \"gpu_name\":
│ s.get(\"gpu_name\"),\n
│
│ Line 3377: │ - Notably, `ts`, `gpu_name`, `battery_status`, `ac_online` are correctly
│ EXCLUDED (ts
│
│
│ /home/mac/Code/dashboard/opencode/opencode_session_chart_flicker_2026-08-30.txt:
│ Line 128: │ 36: "gpu_name": s.get("gpu_name"),
│
│
│ /home/mac/Code/dashboard/app/routers/overview.py:
│ Line 69: "gpu_name": s.gpu_name,
│
│
│ /home/mac/Code/dashboard/app/collect/gpu.py:
│ Line 30: def _gpu_name() -> str:
│
│ Line 80: s.gpu_name = _gpu_name()
│
│ Line 123: s.gpu_name = name
│
│
│ /home/mac/Code/dashboard/opencode/opencode_session_2026-08-30.txt:
│ Line 1518: │ return f.read().strip()\n except OSError:\n return
│ None\n\n\ndef _gpu_name() ->
│
│ Line 2246: │ \"gpu_name\": s.get(\"gpu_name\"),\n \"gpu_temp\":
│ s.get(\"gpu_temp\"),\n
│
│ Line 2343: │ <div class="card-sub">{{ c.gpu_name }}{% if c.gpu_temp is not none %}
│ · {{ c.gpu_temp |
│
│ Line 2347: │ <div class="card-sub">{{ c.gpu_name
│ … [2956 more chars]
│
│ tokens 2194 in 127 out 16747 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:47:13 • assistant • Qwen3.8-27B-Think @plan
│
│ The `opencode/` directory contains session logs, which are not part of the codebase. Let me read
│ the GPU collector and check `_gpu_name` and the shortening logic.
│
│ read /home/mac/Code/dashboard/app/collect/gpu.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/collect/gpu.py"
│ }
│ out
│ <path>/home/mac/Code/dashboard/app/collect/gpu.py</path>
│ <type>file</type>
│ <content>
│ 1: import glob
│ 2: import re
│ 3: import shutil
│ 4: import subprocess
│ 5:
│ 6: from app.sample import Sample
│ 7:
│ 8: _name_cache: str | None = None
│ 9:
│ 10:
│ 11: def _read(path: str) -> str | None:
│ 12: try:
│ 13: with open(path) as f:
│ 14: return f.read().strip()
│ 15: except OSError:
│ 16: return None
│ 17:
│ 18:
│ 19: def _shorten(name: str) -> str:
│ 20: name = re.sub(r"\s*\(rev.*\)$", "", name).strip()
│ 21: groups = re.findall(r"\[([^\]]+)\]", name)
│ 22: if len(groups) >= 2:
│ 23: brand = groups[0]
│ 24: series = groups[-1].split(" / ")[0]
│ 25: model = name.split("]", 1)[1].split("[", 1)[0].strip()
│ 26: return f"{brand} {model} ({series})".strip()
│ 27: return name[:50]
│ 28:
│ 29:
│ 30: def _gpu_name() -> str:
│ 31: global _name_cache
│ 32: if _name_cache is None:
│ 33: _name_cache = "GPU"
│ 34: if shutil.which("lspci"):
│ 35: try:
│ 36: out = subprocess.run(
│ 37: ["lspci"], capture_output=True, text=True, timeout=5, check=False
│ 38: ).stdout
│ 39: for line in out.splitlines():
│ 40: if "VGA" in line or "3D controller" in line:
│ 41: _name_cache = _shorten(line.split(":", 2)[-1].strip())
│ 42: break
│ 43: except (OSError, subprocess.SubprocessError):
│ 44: pass
│ 45: return _name_cache
│ 46:
│ 47:
│ 48: def _amd(s: Sample) -> bool:
│ 49: devices = sorted(glob.glob("/sys/class/drm/card[0-9]*/device/gpu_busy_percent"))
│ 50: if not devices:
│ 51: return False
│ 52: busy_sum = 0
│ 53: count = 0
│ 54: vram_used = 0
│ 55: vram_total = 0
│ 56: temps: list[float] = []
│ 57: for busy_path in devices:
│ 58: dev = busy_path.rsplit("/", 1)[0]
│ 59: try:
│ 60: busy_sum += int(_read(busy_path) or 0)
│ 61: count += 1
│ 62:
│ … [2442 more chars]
│
│ tokens 1926 in 76 out 19067 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:47:18 • assistant • Qwen3.8-27B-Think @plan
│
│ Alright, now I understand the GPU name shortening: `_shorten()` in `app/collect/gpu.py` strips
│ the "(rev ...)" suffix and converts `Brand [model] [series / ...]` → `Brand model (series)`.
│
│ Now, the LACT plugin:
│ - `lact cli list` lists the GPUs. I need to verify what the output format looks like. Let me
│ check whether `lact` is installed in this environment.
│ - `lact cli --gpu-id <id> profile list` — lists the profiles
│ - `lact cli --gpu-id <id> profile get` — the currently active profile
│ - `lact cli --gpu-id <id> profile set <profile-name>`
│
│ The user is saying that the `--gpu-id` parameter "comes as the first parameter before the
│ command." In other words, the command becomes `lact cli --gpu-id <id> profile list` and so on.
│
│ Let me check the actual output format of `lact` on this machine. I can run read-only commands to
│ inspect the output — since it's read-only, it should be fine even in plan mode. `lact cli list`
│ just lists GPUs, so it's read-only.
│
│ Also, let me check the render function, the main.py where the plugin's open/close is called, and
│ the config.
│
│ Let me check the render function, main.py, and inspect the actual `lact` CLI output formats:
│
│ read /home/mac/Code/dashboard/app/render.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/render.py"
│ }
│ out
│ <path>/home/mac/Code/dashboard/app/render.py</path>
│ <type>file</type>
│ <content>
│ 1: from datetime import timedelta
│ 2: from pathlib import Path
│ 3: from typing import Any
│ 4:
│ 5: from jinja2 import Environment, FileSystemLoader, select_autoescape
│ 6:
│ 7: BASE = Path(__file__).resolve().parent.parent
│ 8:
│ 9:
│ 10: def humanize(value: float | str | None) -> str:
│ 11: if value is None:
│ 12: return "—"
│ 13: n = float(value)
│ 14: for unit in ("B", "KiB", "MiB", "GiB", "TiB"):
│ 15: if abs(n) < 1024 or unit == "TiB":
│ 16: if unit == "B":
│ 17: return f"{int(n)} B"
│ 18: return f"{n:.1f} {unit}"
│ 19: n /= 1024
│ 20: return f"{n:.1f} TiB"
│ 21:
│ 22:
│ 23: def rate(value: float | str | None) -> str:
│ 24: if value is None:
│ 25: return "—"
│ 26: n = float(value)
│ 27: for unit in ("B/s", "KiB/s", "MiB/s", "GiB/s"):
│ 28: if abs(n) < 1024 or unit == "GiB/s":
│ 29: if unit == "B/s":
│ 30: return f"{int(n)} B/s"
│ 31: return f"{n:.1f} {unit}"
│ 32: n /= 1024
│ 33: return f"{n:.1f} GiB/s"
│ 34:
│ 35:
│ 36: def uptime_str(seconds: float | None) -> str:
│ 37: if seconds is None:
│ 38: return "—"
│ 39: td = timedelta(seconds=int(seconds))
│ 40: days, rem = divmod(td.seconds, 86400)
│ 41: hours, rem = divmod(rem, 3600)
│ 42: minutes = rem // 60
│ 43: parts: list[str] = []
│ 44: if days:
│ 45: parts.append(f"{days}d")
│ 46: if days or hours:
│ 47: parts.append(f"{hours}h")
│ 48: parts.append(f"{minutes}m")
│ 49: return " ".join(parts)
│ 50:
│ 51:
│ 52: def pct(value: float | None) -> str:
│ 53: if value is None:
│ 54: return "—"
│ 55: return f"{value:.0f}%"
│ 56:
│ 57:
│ 58: env = Environment(
│ 59: loader=FileSystemLoader(BASE / "templates"),
│ 60: autoescape=select_autoescape(("html", "j2")),
│ 61: )
│ 62: env.filters["humanize"] = humanize
│ 63: env.filters["rate"] = rate
│ 64: env.filters["uptime"] = uptime_str
│ 65: env.filters["pct"]
│ … [162 more chars]
│ read /home/mac/Code/dashboard/main.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/main.py"
│ }
│ out
│ <path>/home/mac/Code/dashboard/main.py</path>
│ <type>file</type>
│ <content>
│ 1: import uvicorn
│ 2:
│ 3: from app.config import get_settings
│ 4:
│ 5: if __name__ == "__main__":
│ 6: s = get_settings()
│ 7: uvicorn.run("app.main:app", host=s.host, port=s.port, log_level="warning")
│
│ (End of file - total 7 lines)
│ </content>
│ bash which lact && lact cli list 2>&1 | head -40 ok 0.0s
│ in
│ {
│ "command": "which lact && lact cli list 2>&1 | head -40"
│ }
│ out
│ /usr/bin/lact
│ 0: 1002:1636-17AA:380D-0000:04:00.0 (Renoir [Radeon Vega Series / Radeon Vega Mobile
│ Series]) [Integrated]
│
│ tokens 1592 in 415 out 21069 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:47:30 • assistant • Qwen3.8-27B-Think @plan
│
│ The output of `lact cli list` is as follows:
│ ```
│ 0: 1002:1636-17AA:380D-0000:04:00.0 (Renoir [Radeon Vega Series / Radeon Vega Mobile Series])
│ [Integrated]
│ ```
│
│ So the format is: `<id>: <pci-id> (<name> [series]) [<type>]`. Let me parse this:
│ - GPU ID: `0`
│ - PCI: `1002:1636-17AA:380D-0000:04:00.0`
│ - Name part: `Renoir [Radeon Vega Series / Radeon Vega Mobile Series]`
│ - Type: `[Integrated]`
│
│ The overview card shortens `AMD/ATI ... (Renoir [Radeon Vega Series])` into, for example,
│ `Renoir (Radeon Vega Series)`. Let me check the output of lspci on this machine and see what the
│ overview displays.
│
│ Actually, the output format of lspci is: `04:00.0 VGA compatible controller: AMD/ATI Device
│ [Renoir] [Radeon Vega Series / Radeon Vega Mobile Series] (rev xx)`. And `_shorten` produces
│ `AMD/ATI Renoir (Radeon Vega Series)`. Hmm, wait: brand = groups[0] = "AMD/ATI"? No wait — the
│ groups are `[Renoir]` and `[Radeon Vega Series / Radeon Vega Mobile Series]`, so
│ brand=groups[0]="Renoir", series="Radeon Vega Series", model =
│ name.split("]",1)[1].split("[",1)[0].strip() — hmm.
│
│ Let me actually check what lspci displays on this machine.
│
│ Let me check what the GPU card currently shows. Let me run `lspci | grep -E "VGA|3D
│ controller"`.
│
│ Next, `lact cli profile list` for GPU 0. And `lact cli profile get`. Let me run these read-only
│ commands.
│
│ bash lspci 2>/dev/null | grep -E "VGA|3D controller" ok 0.0s
│ in
│ {
│ "command": "lspci 2>/dev/null | grep -E \"VGA|3D controller\""
│ }
│ out 04:00.0 VGA compatible controller: Advanced Micro Devices, Inc. [AMD/ATI] Renoir [Radeon
│ Vega Series / Radeon Vega Mobile Series] (rev c1)
│ bash lact cli --gpu-id 0 profile list 2>&1; echo "---rc=$?"; lact cli --gpu-id 0 … ok 0.0s
│ in
│ {
│ "command": "lact cli --gpu-id 0 profile list 2>&1; echo \"---rc=$?\"; lact cli --gpu-id 0
│ profile get 2>&1; echo \"---rc=$?\""
│ }
│ out
│ Default
│ ---rc=0
│ Default
│ ---rc=0
│
│ tokens 1014 in 564 out 23075 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:47:45 • assistant • Qwen3.8-27B-Think @plan
│
│ So:
│ - lspci line: `04:00.0 VGA compatible controller: Advanced Micro Devices, Inc. [AMD/ATI] Renoir
│ [Radeon Vega Series / Radeon Vega Mobile Series] (rev c1)`
│ - After `_shorten`: groups = ["AMD/ATI", "Radeon Vega Series / Radeon Vega Mobile Series"],
│ brand = "AMD/ATI", series = "Radeon Vega Series", model =
│ name.split("]",1)[1].split("[",1)[0].strip() — splitting "Advanced Micro Devices, Inc.
│ [AMD/ATI] Renoir [Radeon Vega Series...]" by "]" → "Advanced Micro Devices, Inc. [AMD/ATI"
│ then splitting by "[" → " Renoir " → "Renoir". So the result is: `AMD/ATI Renoir (Radeon Vega
│ Series)`.
│
│ Wait, but the earlier grep result from the session log showed `gpu_name: "AMD/ATI Renoir (Radeon
│ Vega Series)"`. Good.
│
│ - `lact cli list` output: `0: 1002:1636-17AA:380D-0000:04:00.0 (Renoir [Radeon Vega Series /
│ Radeon Vega Mobile Series]) [Integrated]`
│ - `lact cli --gpu-id 0 profile list`: `Default` (one profile per line? or one profile per line?)
│ - `lact cli --gpu-id 0 profile get`: `Default`
│
│ Let me check the lact CLI documentation for the output format of profile list. I'll check `lact
│ cli profile list --help` and `lact cli --help`. Also, let me check how profile list output looks
│ when there are multiple profiles — probably one per line.
│
│ Let me check the help.
│
│ bash lact cli --help 2>&1; echo ===; lact cli profile --help 2>&1; echo ===; lact… ok 0.0s
│ in
│ {
│ "command": "lact cli --help 2>&1; echo ===; lact cli profile --help 2>&1; echo ===; lact
│ cli profile list --help 2>&1"
│ }
│ out
│ Run the CLI
│
│ Usage: lact cli [OPTIONS] <COMMAND>
│
│ Commands:
│ list List GPUs
│ info Show GPU info
│ stats Show GPU stats
│ snapshot Generate debug snapshot
│ power-limit Manage GPU power limit
│ profile Manage profiles
│ detach Detach the GPU from LACT (temporarily ignore it)
│ reattach Reattach a previously detached GPU
│ help Print this message or the help of the given subcommand(s)
│
│ Options:
│ -g, --gpu-id <GPU_ID>
│ -h, --help Print help
│ -V, --version Print version
│ ===
│ Manage profiles
│
│ Usage: lact cli profile [COMMAND]
│
│ Commands:
│ list List profiles
│ get Current profile
│ set Set profile
│ auto-switch Manage profile auto switching
│ help Print this message or the help of the given subcommand(s)
│
│ Options:
│ -h, --help Print help
│ ===
│ List profiles
│
│ Usage: lact cli profile list
│
│ Options:
│ -h, --help Print help
│ bash lact cli list --help 2>&1; echo ===; lact --version 2>&1 ok 0.0s
│ in
│ {
│ "command": "lact cli list --help 2>&1; echo ===; lact --version 2>&1"
│ }
│ out
│ List GPUs
│
│ Usage: lact cli list
│
│ Options:
│ -h, --help Print help
│ ===
│ error: unexpected argument '--version' found
│
│ Usage: lact [COMMAND]
│
│ For more information, try '--help'.
│
│ tokens 73 in 496 out 24653 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:47:57 • assistant • Qwen3.8-27B-Think @plan
│
│ Now I understand the CLI. The output format of `lact cli list` is as follows:
│ ```
│ 0: 1002:1636-17AA:380D-0000:04:00.0 (Renoir [Radeon Vega Series / Radeon Vega Mobile Series])
│ [Integrated]
│ ```
│
│ Let's analyze the format:
│ - `0` = GPU ID
│ - `1002:1636-17AA:380D-0000:04:00.0` = PCI address / device identifier
│ - `(Renoir [Radeon Vega Series / Radeon Vega Mobile Series])` = GPU name in parentheses
│ - `[Integrated]` = type badge
│
│ The user's request is: "Shorten the GPU names in the same way as the overview card."
│
│ On the overview card, `_shorten` is used. Let's see how the name appears on the overview card.
│ The `gpu_name` field is set from `_gpu_name()`, which reads the output of lspci and applies
│ `_shorten` to it.
│
│ The lspci output here is:
│ `04:00.0 VGA compatible controller: Advanced Micro Devices, Inc. [AMD/ATI] Renoir [Radeon Vega
│ Series / Radeon Vega Mobile Series] (rev c1)`
│
│ So `_gpu_name()` extracts `line.split(":", 2)[-1].strip()`, i.e. `Advanced Micro Devices, Inc.
│ [AMD/ATI] Renoir [Radeon Vega Series / Radeon Vega Mobile Series] (rev c1)`, and then applies
│ `_shorten` to it.
│
│ `_shorten`:
│ - Strips ` (rev c1)`
│ - groups = findall of `[...]` = `["AMD/ATI", "Radeon Vega Series / Radeon Vega Mobile Series"]`
│ - len(groups) >= 2 → brand = "AMD/ATI", series = "Radeon Vega Series" (the first " / " segment
│ of the last group), model = `name.split("]", 1)[1].split("[", 1)[0].strip()`
│
│ Let's compute: after stripping rev, name = `Advanced Micro Devices, Inc. [AMD/ATI] Renoir
│ [Radeon Vega Series / Radeon Vega Mobile Series]`
│ - `name.split("]", 1)` → `["Advanced Micro Devices, Inc. [AMD/ATI", " Renoir [Radeon Vega Series
│ / Radeon Vega Mobile Series]"]`
│ - `[1]` = ` Renoir [Radeon Vega Series / Radeon Vega Mobile Series]`
│ - `.split("[", 1)` → `[" Renoir ", "Radeon Vega Series / Radeon Vega Mobile Series]"]`
│ - `[0].strip()` = `Renoir`
│
│ So the result = `AMD/ATI Renoir (Radeon Vega Series)`.
│
│ That's how it's shortened. Good.
│
│ Now, in the case of LACT's `lact cli list`, the name inside th
│ … [5667 more chars]
│
│ Let me look at the overview template and config to complete my understanding:
│
│ read /home/mac/Code/dashboard/templates/overview.html ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/templates/overview.html"
│ }
│ out
│ <path>/home/mac/Code/dashboard/templates/overview.html</path>
│ <type>file</type>
│ <content>
│ 1: <div id="overview" class="panel cards" hx-get="/api/overview" hx-trigger="every 2s"
│ hx-swap="outerHTML">
│ 2: {% macro bar(pct) %}{% if pct is not none %}<div class="bar"><div class="bar-fill{% if
│ pct > 85 %} hot{% elif pct > 65 %} warm{% endif %}" style="width: {{ pct }}%"></div></div>{%
│ endif %}{% endmacro %}
│ 3: {% macro barrow(label, pct, cls) %}{% if pct is not none %}<div class="barrow"><span
│ class="barrow-label">{{ label }}</span><div class="bar"><div class="bar-fill{% if cls %} {{
│ cls }}{% endif %}{% if pct > 85 %} hot{% elif pct > 65 %} warm{% endif %}" style="width: {{
│ pct }}%"></div></div></div>{% endif %}{% endmacro %}
│ 4: <div class="card">
│ 5: <div class="card-label">CPU / GPU</div>
│ 6: <div class="card-value">{{ (c.cpu | default(0, true)) | round(1) }}%</div>
│ 7: {{ barrow("CPU", c.cpu) }}
│ 8: {{ barrow("GPU", c.gpu, "gpu") }}
│ 9: {% if c.cpu_temp is not none or c.gpu_temp is not none %}
│ 10: <div class="card-sub">
│ 11: {% if c.cpu_temp is not none %}CPU {{ c.cpu_temp | round(0) | int }}&deg;C{%
│ endif %}
│ 12: {% if c.cpu_temp is not none and c.gpu_temp is not none %} &middot;{% endif %}
│ 13: {% if c.gpu_temp is not none %}GPU {{ c.gpu_temp | round(0) | int }}&deg;C{%
│ endif %}
│ 14: </div>
│ 15: {% endif %}
│ 16: <div class="card-sub">load {{ (c.load1 | default(0, true)) | round(2) }} &middot; {{
│ c.cores }} cores</div>
│ 17: </div>
│ 18: <div class="card">
│ 19: <div class="card-label">Memory</div>
│ 20: <div class="card-value">{{ c.mem_used | humanize }} <span class="muted">/ {{
│ c.mem_total | humanize }} ({{ (c.mem_pct | default(0, true)) | round(0) | int
│ }}%)</span></div>
│ 21: {{ bar(c.mem_pct) }}
│ 22: <div class="memrow">
│ 23: <div class="memrow-text">Swap {% if c.swap_total %}{{ c.swap_used | humanize }}
│ <span class="muted">/ {{ c.swap_total | humanize }} ({{ (c.swap_pct | default(0, true)) |
│ … [2464 more chars]
│ read /home/mac/Code/dashboard/app/config.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/config.py"
│ }
│ out
│ <path>/home/mac/Code/dashboard/app/config.py</path>
│ <type>file</type>
│ <content>
│ 1: from functools import lru_cache
│ 2:
│ 3: from pydantic_settings import BaseSettings, SettingsConfigDict
│ 4:
│ 5:
│ 6: class Settings(BaseSettings):
│ 7: model_config = SettingsConfigDict(env_prefix="DASH_", env_file=".env",
│ extra="ignore")
│ 8:
│ 9: host: str = "127.0.0.1"
│ 10: port: int = 8501
│ 11: sample_interval: float = 2.0
│ 12: retention_minutes: int = 60
│ 13: chart_max_points: int = 200
│ 14:
│ 15: llama_base_url: str = "http://127.0.0.1:8080"
│ 16: llama_api_key: str = ""
│ 17: llama_timeout: float = 4.0
│ 18:
│ 19: @property
│ 20: def history_maxlen(self) -> int:
│ 21: return max(10, int(self.retention_minutes * 60 / self.sample_interval))
│ 22:
│ 23:
│ 24: @lru_cache
│ 25: def get_settings() -> Settings:
│ 26: return Settings()
│
│ (End of file - total 26 lines)
│ </content>
│
│ tokens 305 in 2307 out 25223 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:48:51 • assistant • Qwen3.8-27B-Think @plan
│
│ Hmm, interesting — the overview.html in this repo version doesn't display gpu_name? Wait, in the
│ session log `{{ c.gpu_name }}` was displayed inside the card. But the current overview.html
│ doesn't include gpu_name at all. Let me double-check... Lines 18-30 are the Memory card. There's
│ no GPU card that displays gpu_name. Hmm, wait — but overview.py passes gpu_name. Maybe the
│ gpu_name display was removed, or it's on a different line. Let me grep for gpu_name in the
│ templates.
│
│ From the earlier grep: `templates/overview.html` didn't come up in the gpu_name matches (only
│ app/routers/overview.py:69 and session logs). So the current overview template doesn't render
│ gpu_name. Hmm.
│
│ Wait, let me grep again — the earlier grep pattern `gpu_name` matched 53 places, all inside app/
│ and the opencode session files. Nothing inside templates/. So the overview card currently
│ doesn't display the GPU name?
│
│ Hmm, but the user says "shorten the GPU name the same way as the overview card." Maybe the GPU
│ name display is elsewhere — maybe there's a "GPU" card? Let me grep "card-label" in
│ overview.html: CPU / GPU, Memory, Battery, Network, Uptime. The CPU/GPU card doesn't display a
│ name.
│
│ Hmm, wait. Maybe I misread. Let me re-check the git log / git status to see if this is the
│ latest state. Or maybe the user is referring to the `_shorten` function inside
│ app/collect/gpu.py that's used for the overview (even if the template currently doesn't display
│ it — or maybe the user wants it displayed). Let me check git log to understand the state of the
│ repo.
│
│ bash git log --oneline -10 && git status --short ok 0.0s
│ in
│ {
│ "command": "git log --oneline -10 && git status --short",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ 14f44f2 Move opencode traces to subdir
│ e8a3171 Implement sleep inhibitor plugin
│ a3b5bcf Inline service information into the table to make it more accessible
│ bd6a503 Refactor: Store samples in a Sample Dataclass instead of loose dicts
│ f92984b Bugfix: When interacting with a plugin fragment the automatic reload interfered with
│ user actions
│ 23341d8 Bugfix: Cursor for journal tab not applied correctly causing duplicated entries
│ 9fa4e15 Bugfix: Flickering overview charts because of bad choice of point reducing method
│ 6fdfde8 Initial commit
│ grep GPU|gpu ok 0.0s
│ in
│ {
│ "pattern": "GPU|gpu",
│ "path": "/home/mac/Code/dashboard/templates",
│ "include": "*.html"
│ }
│ out
│ Found 9 matches
│ /home/mac/Code/dashboard/templates/index.html:
│ Line 27: <div class="chart-card"><h3>CPU / GPU %</h3><canvas
│ id="chart-cpu"></canvas></div>
│
│
│ /home/mac/Code/dashboard/templates/overview.html:
│ Line 5: <div class="card-label">CPU / GPU</div>
│
│ Line 8: {{ barrow("GPU", c.gpu, "gpu") }}
│
│ Line 9: {% if c.cpu_temp is not none or c.gpu_temp is not none %}
│
│ Line 12: {% if c.cpu_temp is not none and c.gpu_temp is not none %} &middot;{%
│ endif %}
│
│ Line 13: {% if c.gpu_temp is not none %}GPU {{ c.gpu_temp | round(0) | int
│ }}&deg;C{% endif %}
│
│
│ /home/mac/Code/dashboard/templates/processes.html:
│ Line 18: {% for col, label in [("pid", "PID"), ("name", "Name"), ("user",
│ "User"), ("cpu", "CPU%"), ("mem_pct", "MEM%"), ("rss", "RSS"), ("gpu", "GPU"), ("io_read",
│ "IO read"), ("io_write", "IO write")] %}
│
│ Line 19: <th class="{% if col in
│ ('cpu','mem_pct','rss','gpu','io_read','io_write') %}num{% endif %}">
│
│ Line 34: <td class="num">{% if p.gpu is not none %}{{ p.gpu }} MB{% else %}<span
│ class="muted">&mdash;</span>{% endif %}</td>
│
│ tokens 1975 in 486 out 27834 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:49:08 • assistant • Qwen3.8-27B-Think @plan
│
│ The current overview.html doesn't display gpu_name — the "shortening on the overview card"
│ refers to the `_shorten()` function in `app/collect/gpu.py`, which is used for `Sample.gpu_name`
│ (the value that the overview card would display / was intended to display). In fact, looking at
│ the session logs, at some point the overview did display `{{ c.gpu_name }}`. In the current
│ code, the template no longer renders it, but the shortening logic in
│ `app/collect/gpu.py:_shorten` is "the shortening on the overview card."
│
│ So the plan: the LACT plugin should parse the lines of `lact cli list`, and for each GPU shorten
│ the name in parentheses using the same `_shorten` logic as `app/collect/gpu.py`.
│
│ Now, the LACT name format is: `(Renoir [Radeon Vega Series / Radeon Vega Mobile Series])` — one
│ bracket group. The current `_shorten` returns `name[:50]` when there is only one group. Applying
│ `_shorten` to `Renoir [Radeon Vega Series / Radeon Vega Mobile Series]` would give back the
│ whole string (49 characters). Hmm.
│
│ Options:
│ 1. Extend `_shorten` in `app/collect/gpu.py` to also handle the single-group case: `model
│ [series / ...]` → `model (series)`. Then import it into the LACT plugin. This changes the shared
│ function but preserves the "same as the overview card" behavior — both use the same shortening.
│ 2. Reuse `_gpu_name` — no, that's lspci-based and single-GPU.
│
│ I think extending `_shorten` to handle the one-group case is clean and matches the user's
│ request. Let's verify: applying the extended `_shorten` to the lspci name `Advanced Micro
│ Devices, Inc. [AMD/ATI] Renoir [Radeon Vega Series / Radeon Vega Mobile Series]` → 2 groups →
│ `AMD/ATI Renoir (Radeon Vega Series)`. No change.
│
│ Applying it to the LACT name `Renoir [Radeon Vega Series / Radeon Vega Mobile Series]` → 1 group
│ → model = `Renoir`, series = `Radeon Vega Series` → `Renoir (Radeon Vega Series)`.
│
│ This is consistent. I'll propose this in the plan.
│
│ Next, the plugin design:
│
│ **Files:**
│ 1. `app/plugins/lact.py` — new p
│ … [14609 more chars]
│
│ read /home/mac/Code/dashboard/templates/index.html ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/templates/index.html"
│ }
│ out
│ <path>/home/mac/Code/dashboard/templates/index.html</path>
│ <type>file</type>
│ <content>
│ 1: <!doctype html>
│ 2: <html lang="en">
│ 3: <head>
│ 4: <meta charset="utf-8">
│ 5: <meta name="viewport" content="width=device-width, initial-scale=1">
│ 6: <title>{{ hostname }}</title>
│ 7: <link rel="stylesheet" href="/static/css/style.css">
│ 8: <script src="/static/vendor/htmx.min.js"></script>
│ 9: <script src="/static/vendor/chart.umd.min.js"></script>
│ 10: </head>
│ 11: <body>
│ 12: <header class="topbar">
│ 13: <h1>{{ hostname }}</h1>
│ 14: <nav id="tabs">
│ 15: <button class="tab-btn active" data-tab="overview">Overview</button>
│ 16: <button class="tab-btn" data-tab="disks">Disks</button>
│ 17: <button class="tab-btn" data-tab="processes">Processes</button>
│ 18: <button class="tab-btn" data-tab="journal">Journal</button>
│ 19: <button class="tab-btn" data-tab="services">Services</button>
│ 20: <button class="tab-btn" data-tab="plugins">Plugins</button>
│ 21: </nav>
│ 22: </header>
│ 23: <main>
│ 24: <section id="tab-overview" class="tab">
│ 25: <div id="overview" class="panel" hx-get="/api/overview" hx-trigger="load, every 2s"
│ hx-swap="outerHTML"></div>
│ 26: <div class="charts-grid">
│ 27: <div class="chart-card"><h3>CPU / GPU %</h3><canvas id="chart-cpu"></canvas></div>
│ 28: <div class="chart-card"><h3>Memory / VRAM %</h3><canvas
│ id="chart-mem"></canvas></div>
│ 29: <div class="chart-card"><h3>Disk I/O</h3><canvas id="chart-io"></canvas></div>
│ 30: </div>
│ 31: </section>
│ 32:
│ 33: <section id="tab-disks" class="tab hidden">
│ 34: <div id="disks" class="panel" hx-get="/api/disks" hx-trigger="load, every 2s"
│ hx-swap="outerHTML"></div>
│ 35: </section>
│ 36:
│ 37: <section id="tab-processes" class="tab hidden">
│ 38: <form id="proc-controls" class="inline-form" hx-get="/api/processes"
│ hx-target="#processes-body" hx-swap="outerHTML">
│ 39: <input id="proc-q" name="q" placeholder="filter name / pid">
│ 40: <select name="sort" id="proc-sort">
│ 41:
│ … [2964 more chars]
│ read /home/mac/Code/dashboard/app/main.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/main.py"
│ }
│ out
│ <path>/home/mac/Code/dashboard/app/main.py</path>
│ <type>file</type>
│ <content>
│ 1: import asyncio
│ 2: import socket
│ 3: from contextlib import asynccontextmanager
│ 4:
│ 5: from fastapi import FastAPI
│ 6: from fastapi.responses import HTMLResponse
│ 7: from fastapi.staticfiles import StaticFiles
│ 8:
│ 9: from app.config import get_settings
│ 10: from app.plugins import PLUGINS, ROUTERS as PLUGIN_ROUTERS
│ 11: from app.render import BASE, render
│ 12: from app.routers import disks, overview, plugins, processes, services
│ 13: from app.routers import journal as journal_router
│ 14: from app.sampling import sampler_loop
│ 15: from app.state import HistoryStore
│ 16:
│ 17:
│ 18: @asynccontextmanager
│ 19: async def lifespan(app: FastAPI):
│ 20: settings = get_settings()
│ 21: app.state.settings = settings
│ 22: app.state.store = HistoryStore(maxlen=settings.history_maxlen)
│ 23: for p in PLUGINS:
│ 24: try:
│ 25: await p.open()
│ 26: except Exception: # noqa
│ 27: pass
│ 28: task = asyncio.create_task(sampler_loop(app.state.store, settings.sample_interval))
│ 29: yield
│ 30: _ = task.cancel()
│ 31: try:
│ 32: await task
│ 33: except asyncio.CancelledError:
│ 34: pass
│ 35: for p in PLUGINS:
│ 36: try:
│ 37: await p.close()
│ 38: except Exception: # noqa
│ 39: pass
│ 40:
│ 41:
│ 42: def create_app() -> FastAPI:
│ 43: app = FastAPI(title="Dashboard", lifespan=lifespan)
│ 44: app.mount("/static", StaticFiles(directory=BASE / "static"), name="static")
│ 45: for r in (overview.router, disks.router, processes.router, journal_router.router,
│ services.router, plugins.router):
│ 46: app.include_router(r)
│ 47: for r in PLUGIN_ROUTERS:
│ 48: app.include_router(r)
│ 49:
│ 50: @app.get("/", include_in_schema=False)
│ 51: async def index():
│ 52: return HTMLResponse(render("index.html", hostname=socket.gethostname()))
│ 53:
│ 54: return app
│ 55:
│ 56:
│ 57: app = create_app()
│
│ (End of file - tota
│ … [22 more chars]
│
│ tokens 535 in 4625 out 30294 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:51:10 • assistant • Qwen3.8-27B-Think @plan
│
│ I've grasped the overall picture. Let me also check the plugin card styles and related classes
│ (llama-load, actions, badge) in style.css to understand which CSS classes I can reuse. I'll do a
│ quick check of the CSS for the plugin-related classes.
│
│ grep plugin|llama-load|\.actions|inline-form ok 0.0s
│ in
│ {
│ "pattern": "plugin|llama-load|\\.actions|inline-form",
│ "path": "/home/mac/Code/dashboard/static/css/style.css"
│ }
│ out
│ Found 5 matches
│ /home/mac/Code/dashboard/static/css/style.css:
│ Line 117: .inline-form { display: flex; gap: 6px; margin-bottom: 10px; flex-wrap: wrap; }
│
│ Line 219: .actions { display: flex; gap: 4px; flex-wrap: wrap; }
│
│ Line 222: .plugin-card {
│
│ Line 270: .llama-load { display: flex; gap: 8px; align-items: center; margin-bottom: 6px;
│ }
│
│ Line 271: .llama-load select { max-width: 420px; }
│
│ tokens 2324 in 113 out 35453 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:51:18 • assistant • Qwen3.8-27B-Think @plan
│
│ Let's check around lines 219-290 of style.css and take a look at the plugin card and the llama
│ styles.
│
│ read /home/mac/Code/dashboard/static/css/style.css ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/static/css/style.css",
│ "offset": 215,
│ "limit": 75
│ }
│ out
│ <path>/home/mac/Code/dashboard/static/css/style.css</path>
│ <type>file</type>
│ <content>
│ 215: .j-err .j-msg { color: #ffcdd2; }
│ 216: .j-warn { background: rgba(255, 183, 77, .09); }
│ 217: .j-warn .j-msg { color: #ffe0b2; }
│ 218:
│ 219: .actions { display: flex; gap: 4px; flex-wrap: wrap; }
│ 220: .btn { padding: 3px 9px; font-size: 12px; }
│ 221:
│ 222: .plugin-card {
│ 223: background: var(--bg-card);
│ 224: border: 1px solid var(--border);
│ 225: border-radius: 8px;
│ 226: padding: 12px;
│ 227: margin-bottom: 10px;
│ 228: }
│ 229: .badge {
│ 230: display: inline-block;
│ 231: border-radius: 10px;
│ 232: padding: 1px 9px;
│ 233: font-size: 11.5px;
│ 234: border: 1px solid var(--border);
│ 235: color: var(--muted);
│ 236: }
│ 237: .badge-loaded { color: #c8e6c9; border-color: rgba(102, 187, 106, .6); background:
│ rgba(102, 187, 106, .12); }
│ 238: .badge-loading { color: #fff9c4; border-color: rgba(255, 241, 118, .6); background:
│ rgba(255, 241, 118, .1); }
│ 239: .badge-unloaded { color: var(--muted); }
│ 240: .badge-sleeping { color: #b3e5fc; border-color: rgba(79, 195, 247, .5); background:
│ rgba(79, 195, 247, .1); }
│ 241: .badge-failed { color: #ffcdd2; border-color: rgba(239, 83, 80, .6); background:
│ rgba(239, 83, 80, .12); }
│ 242: .badge-block { color: #ffcdd2; border-color: rgba(239, 83, 80, .6); background:
│ rgba(239, 83, 80, .12); }
│ 243: .badge-downloading { color: #b3e5fc; border-color: rgba(79, 195, 247, .5); background:
│ rgba(79, 195, 247, .1); }
│ 244: .llama-id { overflow: hidden; text-overflow: ellipsis; }
│ 245: .llama-health {
│ 246: display: flex;
│ 247: align-items: center;
│ 248: gap: 10px;
│ 249: padding: 8px 10px;
│ 250: margin-bottom: 10px;
│ 251: background: var(--bg-card);
│ 252: border: 1px solid var(--border);
│ 253: border-radius: 8px;
│ 254: }
│ 255: .llama-health .dot { width: 12px; height: 12px; }
│ 256: .llama-health-text { font-weight: 600; font-size: 15px; }
│ 257: .llama-models { display: flex; flex-direction: column; gap: 6px; margin-bottom: 6px; }
│ 258: .llama-model {
│ 259:
│ … [713 more chars]
│
│ tokens 164 in 92 out 37891 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:51:21 • assistant • Qwen3.8-27B-Think @plan
│
│ Now I have a grasp of the overall picture. Let me confirm one more thing: what the `lact cli
│ profile list` output looks like when there are multiple profiles (one per line, presumably). I
│ only have "Default" here. I'll assume line-based output. Also, I'll check `lact cli profile set
│ --help` to look at the syntax:
│
│ From the user's description: `lact cli profile set <profile-name>`, with `--gpu-id <id>` placed
│ at the front: `lact cli --gpu-id 0 profile set <name>`.
│
│ Let me check the set help right away.
│
│ bash lact cli profile set --help 2>&1; echo ===; lact cli profile get --help 2>&1 ok 0.0s
│ in
│ {
│ "command": "lact cli profile set --help 2>&1; echo ===; lact cli profile get --help 2>&1"
│ }
│ out
│ Set profile
│
│ Usage: lact cli profile set <NAME>
│
│ Arguments:
│ <NAME>
│
│ Options:
│ -h, --help Print help
│ ===
│ Current profile
│
│ Usage: lact cli profile get
│
│ Options:
│ -h, --help Print help
│
│ tokens 1300 in 185 out 38148 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:51:28 • assistant • Qwen3.8-27B-Think @plan
│
│ All the information I need is in place. Let me draft the plan.
│
│ ## Summary of Investigation Findings
│
│ **Plugin architecture:**
│ - `app/plugins/base.py`: `Plugin` dataclass with `id`, `title`, `description`, `skeleton_fn`,
│ `open_fn`, `close_fn`.
│ - `app/plugins/__init__.py`: `PLUGINS` and `ROUTERS` lists — add the new plugin here.
│ - `app/main.py`: includes ROUTERS; lifespan calls open/close.
│ - `app/routers/plugins.py`: `GET /api/plugins` renders `templates/plugins.html` with each
│ plugin's `p.skeleton()`.
│ - Templates: `templates/plugins/<id>_skeleton.html` (+ optionally `<id>_state.html` for
│ auto-poll sections).
│
│ **llama plugin pattern (user's reference):**
│ - `llamacpp_skeleton.html`: wrapper with an auto-poll `#llama-state` div (hx-get every 5s →
│ `llamacpp_state.html`) + a static "Available models" section with `<select>` + load button +
│ rescan button. The dropdown is only re-rendered when the entire `.plugin-body` is swapped by a
│ POST response.
│ - Endpoints: `GET /state`, `POST /load`, `POST /unload`, `POST /rescan` — POSTs respond with the
│ skeleton.
│
│ **LACT CLI (verified on this host):**
│ - `lact cli list` → `0: 1002:1636-17AA:380D-0000:04:00.0 (Renoir [Radeon Vega Series / Radeon
│ Vega Mobile Series]) [Integrated]`
│ - `lact cli --gpu-id 0 profile list` → `Default` (one per line)
│ - `lact cli --gpu-id 0 profile get` → `Default`
│ - `lact cli --gpu-id 0 profile set <NAME>`
│ - `--gpu-id`/`-g` is a top-level option before the subcommand.
│
│ **Shortening GPU names:**
│ - `app/collect/gpu.py:_shorten` — used for the overview card's name. Handles two `[group]`s:
│ `brand model (series)`. LACT names have one group: `Renoir [Radeon Vega Series / ...]` →
│ currently falls back to `name[:50]` (no shortening). Plan: extend `_shorten` with a 1-group
│ branch `model (series)` and import it into the plugin. Result: `Renoir (Radeon Vega Series)` —
│ matches the overview's style.
│
│ ## Design
│
│ ### `app/plugins/lact.py`
│ - `router = APIRouter(prefix="/api/plugins/lact", tags=["plugins"])`
│ - `_run(args, tim
│ … [3226 more chars]
│
│ read /home/mac/Code/dashboard/pyproject.toml ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/pyproject.toml"
│ }
│ out
│ <path>/home/mac/Code/dashboard/pyproject.toml</path>
│ <type>file</type>
│ <content>
│ 1: [project]
│ 2: name = "dashboard"
│ 3: version = "0.1.0"
│ 4: description = "Computer dashboard and combined task manager (FastAPI + htmx)"
│ 5: license = "Unlicense"
│ 6: license-files = ["LICENSE"]
│ 7: requires-python = ">=3.12"
│ 8: dependencies = [
│ 9: "fastapi>=0.141.1",
│ 10: "httpx>=0.28.1",
│ 11: "jinja2>=3.1.6",
│ 12: "psutil>=7.2.2",
│ 13: "pydantic-settings>=2.15.0",
│ 14: "python-multipart>=0.0.32",
│ 15: "uvicorn[standard]>=0.52.4",
│ 16: ]
│ 17:
│ 18: [tool.uv]
│ 19: package = false
│ 20:
│ 21: [tool.basedpyright]
│ 22: reportExplicitAny = false
│ 23: reportAny = false
│
│ (End of file - total 23 lines)
│ </content>
│
│ tokens 73 in 1579 out 39633 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:52:09 • assistant • Qwen3.8-27B-Think @plan
│
│ OK, I now have the complete picture. Let me write the plan. There are a few judgment calls I
│ should confirm with the user:
│
│ 1. **Should the card auto-update the currently-active profile, or be fully static until
│ reload?** The user said not to auto-update the profile list. I'll go with fully static (only
│ re-render on set/reload/tab load). I could ask, but it seems covered by the instructions — fully
│ static, like the llama dropdown section.
│
│ 2. **Reload scope: per-GPU reload button or a single global one?** The user said "a per-GPU
│ dropdown with a reload button" → a reload button per GPU row. I'll go per-GPU (could also have
│ one reload all, but let's keep it simple: per-GPU).
│
│ 3. **An explicit "set" button vs. apply on change?** I'll go with an explicit set button (safer,
│ matches the llama pattern).
│
│ 4. **Extending the shared `_shorten`** in app/collect/gpu.py to handle single-group names —
│ needed to shorten LACT names in the overview style.
│
│ I think these are reasonable defaults. Rather than asking a bunch of questions, I'll present the
│ plan with these choices clearly noted. The plan-mode instructions say to ask clarifying
│ questions when there are trade-offs. I could use the question tool for 1-2 key questions:
│
│ - Q1: auto-refresh the active profile (a lightweight state line), or fully static until reload?
│ - Q2: apply profile on dropdown change, or via explicit "set" button?
│
│ Actually, let me think about whether Q1 is worth asking. The user was pretty clear: "don't
│ auto-update the profile list (see the model-load dropdown of the llama plugin as an example)".
│ The llama plugin has both: an auto-updating state + a static dropdown. The user is pointing to
│ the dropdown as the example of what not to auto-update. They didn't say "don't auto-update the
│ active profile". Hmm. But adding auto-update of the active profile would mean running `lact cli
│ profile get` for each GPU every N seconds — cheap enough. It would keep the dashboard accurate
│ if the profile changes externally (
│ … [8156 more chars]
│
│ I now have the full picture. Before finalizing the plan, one design question:
│
│ question Asked 1 question ok 81.0s
│ in
│ {
│ "questions": [
│ {
│ "question": "LACT has an auto-switch feature that can change the active profile on its
│ own. Should the card's active-profile display update live (like the llama plugin's
│ auto-polling health/loaded-models section), or should the card be fully static and
│ only update when you click reload/set?",
│ "header": "Active profile display",
│ "options": [
│ {
│ "label": "Fully static (Recommended)",
│ "description": "One template, no polling at all. The active profile is shown as
│ the pre-selected dropdown option. Matches your 'no auto refresh' instruction
│ literally; reload button refreshes everything."
│ },
│ {
│ "label": "Live active-profile row",
│ "description": "Like the llama plugin: a small per-GPU row (dot + name + active
│ profile) that polls 'lact cli profile get' every 5s, while the profile dropdowns
│ stay static. Keeps the card honest if LACT auto-switch or the LACT GUI changes the
│ profile."
│ }
│ ]
│ }
│ ]
│ }
│ out User has answered your questions: "LACT has an auto-switch feature that can change the
│ active profile on its own. Should the card's active-profile display update live (like the
│ llama plugin's auto-polling health/loaded-models section), or should the card be fully static
│ and only update when you click reload/set?"="Live active-profile row". You can now continue
│ with the user's answers in mind.
│
│ tokens 314 in 2714 out 41284 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:54:51 • assistant • Qwen3.8-27B-Think @plan
│
│ The user chose the "Live active-profile row" option. So the design follows the llama plugin
│ pattern exactly:
│
│ - `templates/plugins/lact_skeleton.html` — wrapper:
│ - `<div id="lact-state" hx-get="/api/plugins/lact/state" hx-trigger="every 5s"
│ hx-swap="innerHTML">` includes `lact_state.html` (live active-profile rows)
│ - message/notice area
│ - per-GPU dropdowns + set/reload buttons (static, only re-rendered when `.plugin-body` is
│ swapped via a POST)
│ - `templates/plugins/lact_state.html` — live rows: for each GPU: dot + shortened name + active
│ profile badge.
│
│ Endpoints:
│ - `GET /api/plugins/lact/state` → render `plugins/lact_state.html` (polls profile get per GPU +
│ gpu list)
│ - `POST /api/plugins/lact/set` (gpu_id, profile) → run set, respond with full skeleton
│ (re-render dropdowns too, so that the selected option updates)
│ - `POST /api/plugins/lact/reload` (gpu_id) → respond with full skeleton
│
│ Wait — there's a subtlety here. In the llama plugin, POSTs respond with the *skeleton* (the
│ whole card including the state div with a fresh initial state render inside). Same here: after
│ set/reload, respond with the skeleton, which includes the freshly rendered state.
│
│ But note: state polling every 5s renders the state fragment. The skeleton renders both state
│ (initial) + the dropdown section. So `_skeleton` needs both the gpu list + profiles (for the
│ dropdowns) and the active profile (for the state). `profile get` gives the active. `profile
│ list` gives the options. Both needed on skeleton render anyway.
│
│ Data gathering:
│ - `_gpus()`: `lact cli list` → [{id, name}]
│ - Per gpu: `profile list` → [names], `profile get` → active (run concurrently per gpu, gpus in
│ parallel via gather)
│
│ State render: gpus + active per gpu (needs profile get; list is optional but for consistency
│ gather both? For a 5s poll, `profile get` alone per GPU suffices — that's the live data. The
│ name comes from the gpu list. So state = `lact cli list` + N × `profile get`. Hmm, that's N+1
│ subprocesses every 5s. F
│ … [2737 more chars]
│
│ The user chose the live active-profile row. Let me check the earlier bugfix about plugin
│ fragment reload interference to make sure the plan respects it:
│
│ bash git show f92984b --stat && git show f92984b | head -80 ok 0.0s
│ in
│ {
│ "command": "git show f92984b --stat && git show f92984b | head -80",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ commit f92984b1139aa54a1fabbd67464b61a08774299e
│ Author: Johannes Schriewer <hallo@dunkelstern.de>
│ Date: Sun Aug 30 19:49:37 2026 +0200
│
│ Bugfix: When interacting with a plugin fragment the automatic reload
│ interfered with user actions
│
│ README.md | 6 +-
│ app/plugins/base.py | 9 +-
│ app/plugins/llamacpp.py | 37 +-
│ app/routers/plugins.py | 14 +-
│ opencode_session_plugin_skeleton_2026-08-30.txt | 2283 +++++++++++++++++++++++
│ templates/plugins.html | 2 +-
│ templates/plugins/llamacpp.html | 51 -
│ templates/plugins/llamacpp_skeleton.html | 24 +
│ templates/plugins/llamacpp_state.html | 31 +
│ 9 files changed, 2374 insertions(+), 83 deletions(-)
│ commit f92984b1139aa54a1fabbd67464b61a08774299e
│ Author: Johannes Schriewer <hallo@dunkelstern.de>
│ Date: Sun Aug 30 19:49:37 2026 +0200
│
│ Bugfix: When interacting with a plugin fragment the automatic reload
│ interfered with user actions
│
│ diff --git a/README.md b/README.md
│ index cf1eb53..afc7b63 100644
│ --- a/README.md
│ +++ b/README.md
│ @@ -134,8 +134,10 @@ deploy/ # dashboard.service
│ ```
│
│ Adding a plugin: create a module in `app/plugins/` defining a `Plugin`
│ -instance (id, title, poll interval, fragment function) and register it in
│ -`app/plugins/__init__.py`.
│ +instance (id, title, skeleton function) and register it in
│ +`app/plugins/__init__.py`. The skeleton is the static card shell, rendered
│ +once; it embeds the dynamically polled regions (e.g. a div with
│ +`hx-get`/`hx-trigger="every Ns"` pointing at the plugin's own endpoints).
│
│ ## License
│
│ diff --git a/app/plugins/base.py b/app/plugins/base.py
│ index b3e2a03..1506343 100644
│ --- a/app/plugins/base.py
│ +++ b/app/plugins/base.py
│ @@ -7,10 +7,9 @@ class Plugin:
│ id: str
│ title: str
│ description: str = ""
│ - poll_seconds: int = 5
│ - fragment_fn: Call
│ … [1928 more chars]
│
│ tokens 97 in 1417 out 44313 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:55:30 • assistant • Qwen3.8-27B-Think @plan
│
│ OK — the current architecture (skeleton + state pattern) is exactly what we're following. My
│ plan is consistent with it.
│
│ Also, check the plugin section of the README to see if the plugin is documented there (the
│ README might have a list of plugins). Check the README and, if necessary, update it in the plan.
│
│ grep plugin|lact|llama [output truncated] ok 0.0s
│ in
│ {
│ "pattern": "plugin|lact|llama",
│ "path": "/home/mac/Code/dashboard/README.md"
│ }
│ out
│ Found 100 matches (more matches available)
│ /home/mac/Code/dashboard/.env.example:
│ Line 13: # llama.cpp plugin: point at your llama-server (router mode) instance.
│
│ Line 15: # Only needed if llama-server runs with --api-key.
│
│
│ /home/mac/Code/dashboard/README.md:
│ Line 61: | `DASH_LLAMA_BASE_URL` | `http://127.0.0.1:8080` | llama-server (router mode)
│ base URL |
│
│ Line 62: | `DASH_LLAMA_API_KEY` | *(empty)* | Set if llama-server runs
│ with `--api-key` |
│
│ Line 63: | `DASH_LLAMA_TIMEOUT` | `4.0` | Seconds for llama-server
│ requests |
│
│ Line 83: - **Plugins** — currently **llama.cpp**: model status, load/unload buttons and
│
│ Line 84: a rescan for a `llama-server` running in router mode; and **sleep
│
│ Line 89: ### llama.cpp router mode
│
│ Line 91: The plugin talks to a `llama-server` started with a models directory (router
│
│ Line 96: llama-server --models-dir /path/to/your/models --host 127.0.0.1 --port 8080
│
│ Line 99: The plugin polls `GET /health` and `GET /models`, posts `{"model": id}` to
│
│ Line 101: If the server is down the plugin shows *unreachable* and the rest of the
│
│ Line 132: routers/ # overview / disks / processes / journal / services /
│ plugins
│
│ Line 133: plugins/ # base.Plugin + llamacpp + sleep plugins
│
│ Line 139: Adding a plugin: create a module in `app/plugins/` defining a `Plugin`
│
│ Line 141: `app/plugins/__init__.py`. The skeleton is the static card shell, rendered
│
│ Line 143: `hx-get`/`hx-trigger="every Ns"` pointing at the plugin's own endpoints).
│
│
│ /home/mac/Code/dashboard/AGENTS.md:
│ Line 11: (systemd), Plugins (llama.cpp). Licensed under the Unlicense (see `LICENSE`).
│
│ Line 26: # /api/plugins /api/history
│
│ Line 55: - `app/plugins/` — `base.Plugin` (optional `open`/`close` lifecycle hooks run
│
│ Line 56: from app lifespan) + llamacpp plugin (talks to a router-mode `llama-server`
│
│ Line 57: on port 8
│ … [6791 more chars]
│ truncated 8791 chars shown, the rest was not kept
│
│ tokens 1260 in 121 out 45827 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:55:37 • assistant • Qwen3.8-27B-Think @plan
│
│ Let me look around lines 83-101 of the README and check the plugin documentation section that
│ needs to be updated.
│
│ read /home/mac/Code/dashboard/README.md [output truncated] ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/README.md",
│ "offset": 75,
│ "limit": 70
│ }
│ out
│ <path>/home/mac/Code/dashboard/README.md</path>
│ <type>file</type>
│ <content>
│ 75: - **Journal** — streaming `journalctl` tail with level filter, unit filter,
│ 76: free-text search and a "hide sudo" toggle (on by default, since the
│ 77: dashboard's own `sudo systemctl`/`journalctl` calls otherwise log noise).
│ 78: Uses journal cursors, so filtering does not re-dump history.
│ 79: - **Services** — all systemd service units with state and enabled-ness,
│ 80: sortable by name, state and enabled-ness; click a
│ 81: name for details (main PID, start time, restarts, recent journal lines) and
│ 82: run `start` / `stop` / `restart` / `enable` / `disable` actions.
│ 83: - **Plugins** — currently **llama.cpp**: model status, load/unload buttons and
│ 84: a rescan for a `llama-server` running in router mode; and **sleep
│ 85: inhibitors**: active block-mode `systemd-inhibit` locks with a verdict on
│ 86: whether the machine may sleep right now, plus a switch that makes the
│ 87: dashboard itself hold a sleep lock (released again on shutdown).
│ 88:
│ 89: ### llama.cpp router mode
│ 90:
│ 91: The plugin talks to a `llama-server` started with a models directory (router
│ 92: mode), which exposes the native `/models`, `/models/load` and `/models/unload`
│ 93: endpoints:
│ 94:
│ 95: ```sh
│ 96: llama-server --models-dir /path/to/your/models --host 127.0.0.1 --port 8080
│ 97: ```
│ 98:
│ 99: The plugin polls `GET /health` and `GET /models`, posts `{"model": id}` to
│ 100: `/models/load` and `/models/unload`, and rescans with `GET /models?reload=1`.
│ 101: If the server is down the plugin shows *unreachable* and the rest of the
│ 102: dashboard keeps working.
│ 103:
│ 104: ## Running as a systemd service
│ 105:
│ 106: A ready-made unit is in [`deploy/dashboard.service`](deploy/dashboard.service):
│ 107:
│ 108: You have to edit that file to point to the checkout of the tool and change the user and
│ group!
│ 109:
│ 110: ```sh
│ 111: cp deploy/dashboard.service /etc/systemd/system/dashboard.service
│ 112: # adjust User= and paths i
│ … [1562 more chars]
│ truncated 3562 chars shown, the rest was not kept
│
│ tokens 2844 in 88 out 47209 cached 0 written $0.0000 tool-calls
│ 2026-08-30 21:55:46 • assistant • Qwen3.8-27B-Think @plan
│
│ All the necessary information is in hand. Let me write out the final plan.
│
│ ## Plan
│
│ ### 1. `app/collect/gpu.py` — extend `_shorten()` to handle single-group names
│ LACT's GPU names (`Renoir [Radeon Vega Series / Radeon Vega Mobile Series]`) have one bracket
│ group, whereas lspci names have two (vendor + series). Current `_shorten` returns `name[:50]`
│ for the one-group case, so nothing gets shortened. Add the following:
│ ```python
│ if len(groups) == 1:
│ series = groups[0].split(" / ")[0]
│ model = name.split("[", 1)[0].strip()
│ return f"{model} ({series})".strip()
│ ```
│ → `Renoir (Radeon Vega Series)`, same style as the overview's `AMD/ATI Renoir (Radeon Vega
│ Series)`. No change to the two-group lspci behavior.
│
│ ### 2. `app/plugins/lact.py` — new plugin module
│ - `router = APIRouter(prefix="/api/plugins/lact", tags=["plugins"])`
│ - `_run(args, timeout)` — `asyncio.create_subprocess_exec("lact", "cli", *args, ...)` (same
│ pattern as sleep.py), 5s timeout for list/get, 15s for set; return (stdout, error); OSError →
│ "lact not installed" (or "not found in PATH").
│ - `_parse_gpus(out)` — per line `^\s*(\d+):\s+(.*)$`, name taken from the first `\(([^)]*)\)`
│ group, shortened via `_shorten` (imported from `app.collect.gpu`); keep the trailing
│ `[Integrated]`/`[Discrete]` type? Hmm — should I display the type? LACT's list output has
│ `[Integrated]` / `[Discrete]`. In a multi-GPU machine (iGPU + dGPU), the type badge is useful.
│ Short name + optional type. The user said "shorten the GPU name like in the overview card" —
│ they didn't ask for a type badge. But with iGPU+dGPU the names might collide (e.g. both
│ "Renoir..."? no, iGPU is Renoir and dGPU might be Radeon RX 6800). Let me include the type as a
│ small muted suffix — useful for disambiguation. Hmm, let me keep it minimal: display `Renoir
│ (Radeon Vega Series)` and if there's a type, show `[Integrated]` in muted small text. Propose it
│ but flag it as optional.
│
│ Actually, let me not over-decide; I'll include it in the plan as a s
│ … [10624 more chars]
│
│ I have everything I need. Here's the plan:
│
│ # Plan: LACT GPU profile plugin
│
│ ## Verified CLI facts (on this host)
│ - `lact cli list` → `0: 1002:1636-17AA:380D-0000:04:00.0 (Renoir [Radeon Vega Series / Radeon
│ Vega Mobile Series]) [Integrated]`
│ - `lact cli --gpu-id 0 profile list` → one profile per line (`Default`)
│ - `lact cli --gpu-id 0 profile get` → `Default`
│ - `lact cli --gpu-id <id> profile set <NAME>`; `--gpu-id` is a global option before the
│ subcommand
│ - Overview-card shortening is `app/collect/gpu.py:_shorten()` (lspci 2-group names → `AMD/ATI
│ Renoir (Radeon Vega Series)`)
│
│ ## Changes
│
│ **1. `app/collect/gpu.py` — extend `_shorten()`**
│ LACT names have one bracket group (`Renoir [Radeon Vega Series / ...]`); today that falls into
│ the `name[:50]` fallback and isn't shortened. Add a 1-group branch → `Renoir (Radeon Vega
│ Series)`. The existing 2-group lspci behavior is untouched. The plugin imports `_shorten` from
│ here so shortening stays identical to the overview card.
│
│ **2. `app/plugins/lact.py` — new module** (mirrors `sleep.py`/`llamacpp.py` structure)
│ - `router = APIRouter(prefix="/api/plugins/lact", tags=["plugins"])`
│ - `_run(args, timeout)` — `asyncio.create_subprocess_exec("lact", "cli", *args)` with
│ `wait_for`; 5s for list/get, 15s for set. Errors: missing binary, non-zero rc (stderr
│ truncated), timeout.
│ - `_gpus(force)` — parses `lact cli list` (regex: id, parenthesized name → `_shorten`, trailing
│ `[Integrated]`/`[Discrete]` type); **60s TTL cache** (per AGENTS.md short-TTL convention) so the
│ 5s state poll only runs `profile get`, not `list`.
│ - `_gather()` — per GPU, concurrent `profile list` + `profile get`; per-GPU failures are
│ isolated (that row shows an error, others render).
│ - Endpoints:
│ - `GET /state` → `lact_state.html` (polled every 5s)
│ - `POST /set` (form: `gpu_id`, `profile`) — validates profile against the fetched list, skips
│ exec if already active, `asyncio.Lock` to serialize sets, responds with full skeleton
│ (message: "set X on Y" / error)
│ - `POST /reload` (form: `gpu_id`) — force re-fetch, responds with skeleton
│ - `plugin = Plugin(id="lact", title="LACT profiles", description=..., skeleton_fn=_skeleton)` —
│ no open/close hooks needed.
│
│ **3. `templates/plugins/lact_state.html`** (live section, inside the 5s poll div)
│ Per GPU: status dot + shortened name (+ muted `[Integrated]` type) + active-profile badge; error
│ row if lact missing/unreachable; "no GPUs reported by lact" if empty. Message/notice rendered
│ here (transient, same as llama).
│
│ **4. `templates/plugins/lact_skeleton.html`** (static shell — no hx-trigger on the dropdowns,
│ per your instruction)
│ ```
│ <div id="lact-state" hx-get="/api/plugins/lact/state" hx-trigger="every 5s"
│ hx-swap="innerHTML">{% include state %}</div>
│ {% for g in gpus %}
│ row: [shortened name] <select id="lact-pick-{{ g.id }}">… (active preselected, marked
│ "(active)") …</select>
│ [set] [reload] (both hx-post, hx-target="closest .plugin-body")
│ {% endfor %}
│ ```
│ Dropdowns only re-render after an explicit set/reload — exactly like the llama load dropdown.
│ The 5s poll only touches `#lact-state`, so an open dropdown is never disturbed (the f92984b
│ interference bug is avoided by construction).
│
│ **5. `app/plugins/__init__.py`** — register plugin + router.
│
│ **6. `static/css/style.css`** — `.lact-gpu` row (flex, dot+name+badge), `.lact-load` (flex row
│ for select+buttons, like `.llama-load`), `.badge-active` (green, like `badge-loaded`).
│
│ **7. `README.md`** — Plugins bullet: LACT (view/switch AMD GPU power profiles, per-GPU dropdown
│ + reload); note `lact` must be in PATH; update the `plugins/` layout line.
│
│ ## Verification
│ 1. `uv run python -m compileall -q app`
│ 2. `uvx basedpyright` (config in pyproject)
│ 3. Restart dev server (AGENTS.md snippet), then:
│ - `curl -s http://127.0.0.1:8501/api/plugins` — LACT card renders with the GPU row + dropdown
│ - `curl -s http://127.0.0.1:8501/api/plugins/lact/state`
│ - `curl -s -X POST -d "gpu_id=0" .../lact/reload`
│ - `curl -s -X POST -d "gpu_id=0&profile=Default" .../lact/set` (safe: sets the currently
│ active profile)
│ - `grep -c Traceback /tmp/dash.log`
│
│ One assumption to flag: `profile list` output is one profile per line (verified for a single
│ profile; I have no multi-profile GPU here to confirm). If it ever differs, the line-split
│ parsing is the one place to adjust.
│
│ Shall I proceed with implementation?
│
│ tokens 1120 in 4924 out 50141 cached 0 written $0.0000 stop
│ 2026-08-30 22:00:27 • user
│
│ go on
│ 2026-08-30 22:00:27 • assistant • Qwen3.8-27B-Think
│
│ The user said "proceed". Let me set up a todo list and implement the plan.
│
│ Plan:
│ 1. Extend `_shorten()` in `app/collect/gpu.py` — handle the 1-group case
│ 2. New `app/plugins/lact.py`
│ 3. `templates/plugins/lact_state.html`
│ 4. `templates/plugins/lact_skeleton.html`
│ 5. Register in `app/plugins/__init__.py`
│ 6. CSS additions
│ 7. README update
│ 8. Verification: compileall, basedpyright, restart server, curl test
│
│ Let me start with the todo list, then implement.
│
│ todowrite 7 todos ok 0.0s
│ in
│ {
│ "todos": [
│ {
│ "content": "Extend _shorten() in app/collect/gpu.py for single-group LACT names",
│ "status": "in_progress",
│ "priority": "high"
│ },
│ {
│ "content": "Create app/plugins/lact.py (router, subprocess helpers, endpoints)",
│ "status": "pending",
│ "priority": "high"
│ },
│ {
│ "content": "Create templates/plugins/lact_state.html and lact_skeleton.html",
│ "status": "pending",
│ "priority": "high"
│ },
│ {
│ "content": "Register plugin in app/plugins/__init__.py",
│ "status": "pending",
│ "priority": "high"
│ },
│ {
│ "content": "Add CSS for LACT card",
│ "status": "pending",
│ "priority": "medium"
│ },
│ {
│ "content": "Update README.md",
│ "status": "pending",
│ "priority": "medium"
│ },
│ {
│ "content": "Verify: compileall, basedpyright, restart server, curl endpoints",
│ "status": "pending",
│ "priority": "high"
│ }
│ ]
│ }
│ out
│ [
│ {
│ "content": "Extend _shorten() in app/collect/gpu.py for single-group LACT names",
│ "status": "in_progress",
│ "priority": "high"
│ },
│ {
│ "content": "Create app/plugins/lact.py (router, subprocess helpers, endpoints)",
│ "status": "pending",
│ "priority": "high"
│ },
│ {
│ "content": "Create templates/plugins/lact_state.html and lact_skeleton.html",
│ "status": "pending",
│ "priority": "high"
│ },
│ {
│ "content": "Register plugin in app/plugins/__init__.py",
│ "status": "pending",
│ "priority": "high"
│ },
│ {
│ "content": "Add CSS for LACT card",
│ "status": "pending",
│ "priority": "medium"
│ },
│ {
│ "content": "Update README.md",
│ "status": "pending",
│ "priority": "medium"
│ },
│ {
│ "content": "Verify: compileall, basedpyright, restart server, curl endpoints",
│ "status": "pending",
│ "priority": "high"
│ }
│ ]
│
│ tokens 55974 in 359 out 0 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:02:17 • assistant • Qwen3.8-27B-Think
│
│ Step 1: Extend `_shorten()` in app/collect/gpu.py.
│
│ Step 1 — extend `_shorten()` for single-group LACT names:
│
│ edit /home/mac/Code/dashboard/app/collect/gpu.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/collect/gpu.py",
│ "oldString": "def _shorten(name: str) -> str:\n name = re.sub(r\"\\s*\\(rev.*\\)$\",
│ \"\", name).strip()\n groups = re.findall(r\"\\[([^\\]]+)\\]\", name)\n if
│ len(groups) >= 2:\n brand = groups[0]\n series = groups[-1].split(\" /
│ \")[0]\n model = name.split(\"]\", 1)[1].split(\"[\", 1)[0].strip()\n return
│ f\"{brand} {model} ({series})\".strip()\n return name[:50]",
│ "newString": "def _shorten(name: str) -> str:\n name = re.sub(r\"\\s*\\(rev.*\\)$\",
│ \"\", name).strip()\n groups = re.findall(r\"\\[([^\\]]+)\\]\", name)\n if
│ len(groups) >= 2:\n brand = groups[0]\n series = groups[-1].split(\" /
│ \")[0]\n model = name.split(\"]\", 1)[1].split(\"[\", 1)[0].strip()\n return
│ f\"{brand} {model} ({series})\".strip()\n if len(groups) == 1:\n series =
│ groups[0].split(\" / \")[0]\n model = name.split(\"[\", 1)[0].strip()\n
│ return f\"{model} ({series})\".strip()\n return name[:50]"
│ }
│ out Edit applied successfully.
│
│ tokens 298 in 402 out 56332 cached 0 written $0.0000 tool-calls
│
│ patch 1 file(s) 99f82a08
│ 2026-08-30 22:02:27 • assistant • Qwen3.8-27B-Think
│
│ Step 2: Create `app/plugins/lact.py`. Following the patterns of sleep.py and llamacpp.py:
│
│ - asyncio subprocess using `asyncio.create_subprocess_exec`
│ - Form-based POST endpoints
│ - HTMLResponse
│ - Plugin dataclass at the end
│
│ Design:
│
│ ```python
│ import asyncio
│ import re
│ from typing import Any
│
│ from fastapi import APIRouter, Form
│ from fastapi.responses import HTMLResponse
│
│ from app.collect.gpu import _shorten
│ from app.plugins.base import Plugin
│ from app.render import render
│
│ router = APIRouter(prefix="/api/plugins/lact", tags=["plugins"])
│
│ LIST_TIMEOUT = 5
│ SET_TIMEOUT = 15
│ GPU_CACHE_TTL = 60
│
│ _gpu_cache: tuple[float, list[dict[str, str]]] | None = None
│ _set_lock = asyncio.Lock()
│
│
│ async def _run(args: list[str], timeout: float) -> tuple[str, str]:
│ try:
│ proc = await asyncio.create_subprocess_exec(
│ "lact", "cli", *args,
│ stdout=asyncio.subprocess.PIPE,
│ stderr=asyncio.subprocess.PIPE,
│ )
│ except OSError as e:
│ return "", str(e)[:200]
│ try:
│ out, err = await asyncio.wait_for(proc.communicate(), timeout)
│ except TimeoutError:
│ try:
│ proc.kill()
│ except ProcessLookupError:
│ pass
│ return "", f"lact timed out"
│ if proc.returncode != 0:
│ return "", (err.decode(errors="replace").strip() or f"lact failed
│ (rc={proc.returncode})")[:200]
│ return out.decode(errors="replace"), ""
│ ```
│
│ Wait — if lact isn't in PATH, `create_subprocess_exec` raises `FileNotFoundError` (a subclass of
│ OSError). Good: "lact not found"? The error string would be "[Errno 2] No such file or
│ directory: 'lact'". Hmm, that's not pretty. Let's catch it and generate "lact not found in
│ PATH". Actually `str(e)` returns "[Errno 2] No such file or directory: 'lact'". Let's detect
│ FileNotFoundError specifically:
│
│ ```python
│ except FileNotFoundError:
│ return "", "lact not found in PATH"
│ except OSError as e:
│ return "", str(e)[:200]
│ ```
│
│ GPU parsing:
│
│ ```python
│ def _pars
│ … [20325 more chars]
│
│ Step 2 — check the CSS dot classes exist, then create the plugin module:
│
│ grep dot-run|dot-failed|dot-sleep|dot-busy|\.notice|\.alert|\.dot \{ ok 0.0s
│ in
│ {
│ "pattern": "dot-run|dot-failed|dot-sleep|dot-busy|\\.notice|\\.alert|\\.dot \\{",
│ "path": "/home/mac/Code/dashboard/static/css/style.css"
│ }
│ out
│ Found 8 matches
│ /home/mac/Code/dashboard/static/css/style.css:
│ Line 151: .alert {
│
│ Line 159: .notice {
│
│ Line 172: .dot { width: 9px; height: 9px; border-radius: 50%; display: inline-block; flex:
│ 0 0 auto; }
│
│ Line 173: .dot-run { background: var(--ok); }
│
│ Line 175: .dot-failed { background: var(--err); }
│
│ Line 176: .dot-busy { background: var(--busy); }
│
│ Line 177: .dot-sleep { background: var(--accent); }
│
│ Line 255: .llama-health .dot { width: 12px; height: 12px; }
│
│ tokens 20 in 6531 out 57031 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:05:27 • assistant • Qwen3.8-27B-Think
│
│ Alright, all the classes exist. Next, I'll create `app/plugins/lact.py`.
│
│ All good. Now creating `app/plugins/lact.py`:
│
│ write /home/mac/Code/dashboard/app/plugins/lact.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/plugins/lact.py",
│ "content": "import asyncio\nimport re\nimport time\nfrom typing import Any\n\nfrom fastapi
│ import APIRouter, Form\nfrom fastapi.responses import HTMLResponse\n\nfrom app.collect.gpu
│ import _shorten\nfrom app.plugins.base import Plugin\nfrom app.render import
│ render\n\nrouter = APIRouter(prefix=\"/api/plugins/lact\",
│ tags=[\"plugins\"])\n\nLIST_TIMEOUT = 5\nSET_TIMEOUT = 15\nGPU_CACHE_TTL =
│ 60\n\n_gpu_cache: tuple[float, list[dict[str, str]]] | None = None\n_set_lock =
│ asyncio.Lock()\n\n\nasync def _run(args: list[str], timeout: float) -> tuple[str, str]:\n
│ try:\n proc = await asyncio.create_subprocess_exec(\n \"lact\", \"cli\",
│ *args,\n stdout=asyncio.subprocess.PIPE,\n
│ stderr=asyncio.subprocess.PIPE,\n )\n except FileNotFoundError:\n return
│ \"\", \"lact not found in PATH\"\n except OSError as e:\n return \"\",
│ str(e)[:200]\n try:\n out, err = await asyncio.wait_for(proc.communicate(),
│ timeout)\n except TimeoutError:\n try:\n proc.kill()\n except
│ ProcessLookupError:\n pass\n return \"\", \"lact timed out\"\n if
│ proc.returncode != 0:\n return \"\", (err.decode(errors=\"replace\").strip() or
│ f\"lact failed (rc={proc.returncode})\")[:200]\n return out.decode(errors=\"replace\"),
│ \"\"\n\n\ndef _parse_gpus(out: str) -> list[dict[str, str]]:\n gpus: list[dict[str,
│ str]] = []\n for line in out.splitlines():\n m =
│ re.match(r\"^\\s*(\\d+):\\s+(.*)$\", line)\n if not m:\n continue\n
│ rest = m.group(2)\n name = re.search(r\"\\(([^)]*)\\)\", rest)\n gpu_type =
│ re.search(r\"\\[([^\\]]*)\\]\\s*$\", rest)\n gpus.append({\n \"id\":
│ m.group(1),\n \"name\": _shorten(name.group(1)) if name else rest.strip(),\n
│ \"type\": gpu_type.group(1) if gpu_type else \"\",\n })\n return gpus\n\n\n
│ … [3712 more chars]
│ out Wrote file successfully.
│
│ tokens 204 in 1573 out 63583 cached 0 written $0.0000 tool-calls
│
│ patch 1 file(s) a740902c
│ 2026-08-30 22:06:07 • assistant • Qwen3.8-27B-Think
│
│ Step 3 — Template.
│
│ `templates/plugins/lact_state.html`:
│
│ Step 3 — templates:
│
│ write /home/mac/Code/dashboard/templates/plugins/lact_state.html ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/templates/plugins/lact_state.html",
│ "content": "{% if error %}<div class=\"alert\">lact: {{ error }}</div>{% endif %}\n{% if
│ message %}<div class=\"notice\">{{ message }}</div>{% endif %}\n{% if not error %}\n{% for
│ g in gpus %}\n<div class=\"lact-gpu\">\n <span class=\"dot {{ \"dot-failed\" if g.error
│ else \"dot-run\" }}\"></span>\n <span class=\"lact-gpu-name\">{{ g.name }}</span>\n {%
│ if g.type %}<span class=\"muted small\">{{ g.type }}</span>{% endif %}\n {% if g.error
│ %}\n <span class=\"muted small\">{{ g.error }}</span>\n {% elif g.active %}\n <span
│ class=\"badge badge-active\">{{ g.active }}</span>\n {% else %}\n <span class=\"muted
│ small\">no profile</span>\n {% endif %}\n</div>\n{% else %}\n<div class=\"muted
│ small\">no GPUs reported by lact</div>\n{% endfor %}\n{% endif %}\n"
│ }
│ out Wrote file successfully.
│ write /home/mac/Code/dashboard/templates/plugins/lact_skeleton.html ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/templates/plugins/lact_skeleton.html",
│ "content": "<div class=\"lact\">\n <div id=\"lact-state\"
│ hx-get=\"/api/plugins/lact/state\" hx-trigger=\"every 5s\" hx-swap=\"innerHTML\">\n {%
│ include \"plugins/lact_state.html\" %}\n </div>\n {% if gpus and not error %}\n {% for
│ g in gpus %}\n <div class=\"lact-load\">\n <select id=\"lact-pick-{{ g.id }}\"
│ name=\"profile\">\n {% for p in g.profiles %}\n <option value=\"{{ p }}\" {{
│ \"selected\" if p == g.active }}>{{ p }}{% if p == g.active %} (active){% endif
│ %}</option>\n {% else %}\n <option value=\"\" disabled selected>no
│ profiles</option>\n {% endfor %}\n </select>\n <span class=\"actions\">\n
│ <button class=\"btn\" hx-post=\"/api/plugins/lact/set\" hx-vals='{\"gpu_id\":\"{{ g.id
│ }}\"}' hx-include=\"#lact-pick-{{ g.id }}\" hx-target=\"closest .plugin-body\"
│ hx-swap=\"innerHTML\">set</button>\n <button class=\"btn\"
│ hx-post=\"/api/plugins/lact/reload\" hx-vals='{\"gpu_id\":\"{{ g.id }}\"}'
│ hx-target=\"closest .plugin-body\" hx-swap=\"innerHTML\">reload</button>\n </span>\n
│ </div>\n {% endfor %}\n {% endif %}\n</div>\n"
│ }
│ out Wrote file successfully.
│
│ tokens 21 in 695 out 65359 cached 0 written $0.0000 tool-calls
│
│ patch 2 file(s) efce9b36
│ 2026-08-30 22:06:24 • assistant • Qwen3.8-27B-Think
│
│ Step 4 — Register in `app/plugins/__init__.py`. Step 5 — CSS.
│
│ Step 4 & 5 — register plugin and add CSS:
│
│ edit /home/mac/Code/dashboard/app/plugins/__init__.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/plugins/__init__.py",
│ "oldString": "from app.plugins.base import Plugin\nfrom app.plugins.llamacpp import plugin
│ as llamacpp_plugin, router as llamacpp_router\nfrom app.plugins.sleep import plugin as
│ sleep_plugin, router as sleep_router\n\nPLUGINS: list[Plugin] = [llamacpp_plugin,
│ sleep_plugin]\nROUTERS = [llamacpp_router, sleep_router]",
│ "newString": "from app.plugins.base import Plugin\nfrom app.plugins.lact import plugin as
│ lact_plugin, router as lact_router\nfrom app.plugins.llamacpp import plugin as
│ llamacpp_plugin, router as llamacpp_router\nfrom app.plugins.sleep import plugin as
│ sleep_plugin, router as sleep_router\n\nPLUGINS: list[Plugin] = [llamacpp_plugin,
│ sleep_plugin, lact_plugin]\nROUTERS = [llamacpp_router, sleep_router, lact_router]"
│ }
│ out Edit applied successfully.
│ edit /home/mac/Code/dashboard/static/css/style.css ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/static/css/style.css",
│ "oldString": ".llama-load { display: flex; gap: 8px; align-items: center; margin-bottom:
│ 6px; }\n.llama-load select { max-width: 420px; }",
│ "newString": ".llama-load, .lact-load { display: flex; gap: 8px; align-items: center;
│ margin-bottom: 6px; }\n.llama-load select, .lact-load select { max-width: 420px;
│ }\n.lact-gpu { display: flex; align-items: center; gap: 10px; margin-bottom: 6px;
│ }\n.lact-gpu-name { font-weight: 600; }"
│ }
│ out Edit applied successfully.
│
│ tokens 30 in 464 out 66075 cached 0 written $0.0000 tool-calls
│
│ patch 2 file(s) 35e9aba0
│ 2026-08-30 22:06:36 • assistant • Qwen3.8-27B-Think
│
│ I need to investigate this further. Let me check the details.
│
│ Next, I'll add the `.badge-active` class. Let me add it near the other badge classes.
│
│ edit /home/mac/Code/dashboard/static/css/style.css ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/static/css/style.css",
│ "oldString": ".badge-block { color: #ffcdd2; border-color: rgba(239, 83, 80, .6);
│ background: rgba(239, 83, 80, .12); }",
│ "newString": ".badge-block { color: #ffcdd2; border-color: rgba(239, 83, 80, .6);
│ background: rgba(239, 83, 80, .12); }\n.badge-active { color: #c8e6c9; border-color:
│ rgba(102, 187, 106, .6); background: rgba(102, 187, 106, .12); }"
│ }
│ out Edit applied successfully.
│
│ tokens 29 in 260 out 66568 cached 0 written $0.0000 tool-calls
│
│ patch 1 file(s) 73070480
│ 2026-08-30 22:06:43 • assistant • Qwen3.8-27B-Think
│
│ Step 6 — README update. There are 2 places:
│ 1. The plugins bullet list (lines 83–87)
│ 2. The project structure line (line 133)
│
│ Update the plugins bullet list to mention LACT, and possibly also add a short paragraph. Let me
│ check lines 83–87 once more:
│
│ ```
│ - **Plugins** — currently **llama.cpp**: model status, load/unload buttons and
│ a rescan for a `llama-server` running in router mode; and **sleep
│ inhibitors**: active block-mode `systemd-inhibit` locks with a verdict on
│ whether the machine may sleep right now, plus a switch that makes the
│ dashboard itself hold a sleep lock (released again on shutdown).
│ ```
│
│ Add: `; and **LACT**: AMD GPU power profiles — active profile per GPU and a dropdown +
│ reload/switch buttons (needs `lact` in PATH).`
│
│ Also, add a short subsection about LACT after the llama.cpp router mode section? Keep it
│ concise:
│
│ ```
│ ### LACT
│
│ The plugin shells out to `lact cli` (LACT must be in PATH, and the AMD GPU
│ drivers must support the profile interface). It lists the GPUs with
│ `lact cli list`, polls the active profile of each GPU with
│ `lact cli --gpu-id <id> profile get` every 5 seconds, shows the available
│ profiles of each GPU as a dropdown, and applies the selection with
│ `lact cli --gpu-id <id> profile set <name>`. The profile list is not polled
│ automatically. Use the per-GPU *reload* button to update it.
│ ```
│
│ Hmm — "AMD GPU driver must support the profile interface" — this is a reasonable caveat, but I'm
│ not 100% sure about the exact requirements. LACT supports AMD (and to some extent Intel/AMD).
│ Keep the description concise and fact-based: `lact` must be in PATH.
│
│ And the structure line: `plugins/ # base.Plugin + llamacpp + sleep plugins` →
│ `plugins/ # base.Plugin + llamacpp + sleep + lact plugins`.
│
│ Should I also update line 11 of AGENTS.md? It says "Plugins (llama.cpp)". AGENTS.md is the
│ guidance file — updating it to keep it accurate would be good: "Plugins (llama.cpp, sleep,
│ LACT)". And in the architecture section
│ … [381 more chars]
│
│ Step 6 — README (and AGENTS.md, which documents the plugin set):
│
│ edit /home/mac/Code/dashboard/README.md ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/README.md",
│ "oldString": "- **Plugins** — currently **llama.cpp**: model status, load/unload buttons
│ and\n a rescan for a `llama-server` running in router mode; and **sleep\n inhibitors**:
│ active block-mode `systemd-inhibit` locks with a verdict on\n whether the machine may
│ sleep right now, plus a switch that makes the\n dashboard itself hold a sleep lock
│ (released again on shutdown).",
│ "newString": "- **Plugins** — currently **llama.cpp**: model status, load/unload buttons
│ and\n a rescan for a `llama-server` running in router mode; **sleep\n inhibitors**:
│ active block-mode `systemd-inhibit` locks with a verdict on\n whether the machine may
│ sleep right now, plus a switch that makes the\n dashboard itself hold a sleep lock
│ (released again on shutdown); and\n **LACT**: AMD GPU power profiles — the active profile
│ per GPU is polled,\n and each GPU gets a profile dropdown with a *set* and a *reload*
│ button."
│ }
│ out Edit applied successfully.
│ edit /home/mac/Code/dashboard/README.md ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/README.md",
│ "oldString": "The plugin polls `GET /health` and `GET /models`, posts `{\"model\": id}`
│ to\n`/models/load` and `/models/unload`, and rescans with `GET /models?reload=1`.\nIf the
│ server is down the plugin shows *unreachable* and the rest of the\ndashboard keeps
│ working.",
│ "newString": "The plugin polls `GET /health` and `GET /models`, posts `{\"model\": id}`
│ to\n`/models/load` and `/models/unload`, and rescans with `GET /models?reload=1`.\nIf the
│ server is down the plugin shows *unreachable* and the rest of the\ndashboard keeps
│ working.\n\n### LACT\n\nThe plugin shells out to `lact cli` (`lact` must be in PATH). It
│ lists the\nGPUs with `lact cli list`, polls the active profile of every GPU with\n`lact
│ cli --gpu-id <id> profile get`, and applies a selected profile with\n`lact cli --gpu-id
│ <id> profile set <name>`. The per-GPU profile dropdowns\nare *not* refreshed automatically
│ (LACT auto-switching can change the active\nprofile behind the scenes, which the polled
│ badge picks up); use the per-GPU\n*reload* button to refresh them."
│ }
│ out Edit applied successfully.
│ edit /home/mac/Code/dashboard/README.md ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/README.md",
│ "oldString": " plugins/ # base.Plugin + llamacpp + sleep plugins",
│ "newString": " plugins/ # base.Plugin + llamacpp + sleep + lact plugins"
│ }
│ out Edit applied successfully.
│
│ tokens 20 in 1331 out 66856 cached 0 written $0.0000 tool-calls
│
│ patch 1 file(s) e525b569
│ 2026-08-30 22:07:22 • assistant • Qwen3.8-27B-Think
│
│ Next, I'll update AGENTS.md (line 11 and lines 55-57). First, let me read the exact lines (I've
│ already grasped them from the system prompt). Line 11:
│
│ "(systemd), Plugins (llama.cpp). Licensed under the Unlicense (see `LICENSE`)."
│
│ Lines 55-57:
│ "- `app/plugins/` — `base.Plugin` (optional `open`/`close` lifecycle hooks run
│ from app lifespan) + llamacpp plugin (talks to a router-mode `llama-server`
│ on port 8080) + sleep plugin (lists block-mode `systemd-inhibit` locks;
│ holds its own sleep lock via a `systemd-inhibit ... sleep infinity` child
│ while the UI switch is on, reaps stale locks by `who` marker on startup)."
│
│ Let me read the AGENTS.md file to get the exact text.
│
│ read /home/mac/Code/dashboard/AGENTS.md [output truncated] ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/AGENTS.md",
│ "offset": 8,
│ "limit": 8
│ }
│ out
│ <path>/home/mac/Code/dashboard/AGENTS.md</path>
│ <type>file</type>
│ <content>
│ 8: managed with `uv`) backend serving htmx + Chart.js HTML fragments to one
│ 9: browser page. Binds to `127.0.0.1:8501`, no auth by design (see the README
│ 10: security section). Tabs: Overview, Disks, Processes, Journal, Services
│ 11: (systemd), Plugins (llama.cpp). Licensed under the Unlicense (see `LICENSE`).
│ 12:
│ 13: ## Commands
│ 14:
│ 15: ```sh
│
│ (Showing lines 8-15 of 89. Use offset=16 to continue.)
│ </content>
│ truncated 489 chars shown, the rest was not kept
│ read /home/mac/Code/dashboard/AGENTS.md [output truncated] ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/AGENTS.md",
│ "offset": 53,
│ "limit": 8
│ }
│ out
│ <path>/home/mac/Code/dashboard/AGENTS.md</path>
│ <type>file</type>
│ <content>
│ 53: - `app/systemd/units.py` — systemd unit listing/detail/actions;
│ 54: `app/journal.py` — `journalctl -o export` parser with cursors.
│ 55: - `app/plugins/` — `base.Plugin` (optional `open`/`close` lifecycle hooks run
│ 56: from app lifespan) + llamacpp plugin (talks to a router-mode `llama-server`
│ 57: on port 8080) + sleep plugin (lists block-mode `systemd-inhibit` locks;
│ 58: holds its own sleep lock via a `systemd-inhibit ... sleep infinity` child
│ 59: while the UI switch is on, reaps stale locks by `who` marker on startup).
│ 60:
│
│ (Showing lines 53-60 of 89. Use offset=61 to continue.)
│ </content>
│ truncated 687 chars shown, the rest was not kept
│
│ tokens 37 in 323 out 68207 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:07:31 • assistant • Qwen3.8-27B-Think
│
│ Next, I'll update AGENTS.md. There are 2 edits: the tab list on line 11, and the plugin list on
│ lines 55–59.
│
│ edit /home/mac/Code/dashboard/AGENTS.md ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/AGENTS.md",
│ "oldString": "(systemd), Plugins (llama.cpp). Licensed under the Unlicense (see
│ `LICENSE`).",
│ "newString": "(systemd), Plugins (llama.cpp, sleep, LACT). Licensed under the
│ Unlicense\n(see `LICENSE`)."
│ }
│ out Edit applied successfully.
│ edit /home/mac/Code/dashboard/AGENTS.md ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/AGENTS.md",
│ "oldString": " while the UI switch is on, reaps stale locks by `who` marker on
│ startup).",
│ "newString": " while the UI switch is on, reaps stale locks by `who` marker on startup)\n
│ + lact plugin (shells out to `lact cli`: per-GPU profile dropdown with\n set/reload,
│ active profile polled every 5 s, GPU names shortened with\n `app/collect/gpu.py:_shorten`
│ like the overview card)."
│ }
│ out Edit applied successfully.
│
│ tokens 417 in 295 out 68566 cached 0 written $0.0000 tool-calls
│
│ patch 1 file(s) 4c0b7998
│ 2026-08-30 22:07:41 • assistant • Qwen3.8-27B-Think
│
│ Step 7 — Verification.
│
│ 1. `uv run python -m compileall -q app`
│ 2. basedpyright via uvx
│ 3. Restart the dev server and test with curl.
│
│ First, let's run compileall and basedpyright in parallel.
│
│ Step 7 — verification. First compile + typecheck:
│
│ bash uv run python -m compileall -q app && echo COMPILE_OK ok 0.0s
│ in
│ {
│ "command": "uv run python -m compileall -q app && echo COMPILE_OK",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out COMPILE_OK
│ bash uvx basedpyright app/plugins/lact.py app/collect/gpu.py app/plugins/__init__… ok 0.0s
│ in
│ {
│ "command": "uvx basedpyright app/plugins/lact.py app/collect/gpu.py
│ app/plugins/__init__.py 2>&1 | tail -20",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ /home/mac/Code/dashboard/app/plugins/lact.py
│ /home/mac/Code/dashboard/app/plugins/lact.py:9:29 - warning: "_shorten" is private and
│ used outside of the module in which it is declared (reportPrivateUsage)
│ /home/mac/Code/dashboard/app/plugins/lact.py:129:37 - warning: Function calls and mutable
│ objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ /home/mac/Code/dashboard/app/plugins/lact.py:129:63 - warning: Function calls and mutable
│ objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ /home/mac/Code/dashboard/app/plugins/lact.py:148:39 - warning: Function calls and mutable
│ objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ 0 errors, 4 warnings, 0 notes
│
│ tokens 69369 in 203 out 0 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:10:05 • assistant • Qwen3.8-27B-Think
│
│ Compile is OK. 4 warnings from basedpyright. Let's check:
│
│ 1. `_shorten` is private and being used outside the module — this is a warning
│ (reportPrivateUsage). The codebase has an underscore-prefixed private function. Importing
│ `_shorten` crosses module boundaries. Hmm. Is this acceptable? The user explicitly asked to
│ "shorten the GPU name the same way as the overview card" — so sharing the function is the right
│ approach. Options:
│ - Suppress with `# noqa`? basedpyright doesn't use noqa. It uses `# pyright:
│ ignore[reportPrivateUsage]`.
│ - Rename the usage site: could import with an alias `from app.collect.gpu import _shorten as
│ shorten_gpu_name` — the warning is about the name being private. Does the alias avoid the
│ warning? Actually, reportPrivateUsage fires on the import of a private symbol itself. Hmm,
│ let me check: basedpyright's reportPrivateUsage fires on usage of private members. Importing
│ `_shorten` and binding it as an alias — the import statement itself references the private
│ name. I think it still warns on the import line.
│
│ Let's check how the rest of the codebase handles this: is there anywhere that imports an
│ underscore-prefixed name? Let me grep. `app/routers/overview.py` imports `from app.render
│ import render, uptime_str` — public. `app/collect/__init__.py`? Let me check what's there.
│ And does the codebase even have any `pyright: ignore` comments in the first place?
│
│ 2. `reportCallInDefaultInitializer` at 129:37, 129:63, 148:39 — these are the `async def
│ state():` route handlers… wait no, line 129? Let me check what's on those lines. My file is
│ about 150 lines. Let me read the file around the relevant lines.
│
│ Actually wait — 129:37 and 129:63: function call inside a default parameter value. Hmm, what
│ could that be? `async def state():` has no default values. Let me look at the actual file. Maybe
│ I miscounted the lines. Let me read lines 125–150.
│
│ Compile passes. Let me look at the basedpyright warnings:
│
│ read /home/mac/Code/dashboard/app/plugins/lact.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/plugins/lact.py",
│ "offset": 120,
│ "limit": 40
│ }
│ out
│ <path>/home/mac/Code/dashboard/app/plugins/lact.py</path>
│ <type>file</type>
│ <content>
│ 120: return render("plugins/lact_skeleton.html", **data)
│ 121:
│ 122:
│ 123: @router.get("/state")
│ 124: async def state():
│ 125: return HTMLResponse(await _state())
│ 126:
│ 127:
│ 128: @router.post("/set")
│ 129: async def set_profile(gpu_id: str = Form(...), profile: str = Form(...)):
│ 130: async with _set_lock:
│ 131: data = await _gather(with_profiles=True, force_gpus=True)
│ 132: if data["error"]:
│ 133: return HTMLResponse(await _skeleton(error=data["error"]))
│ 134: gpu = next((g for g in data["gpus"] if g["id"] == gpu_id), None)
│ 135: if gpu is None:
│ 136: return HTMLResponse(await _skeleton(error=f"unknown gpu id: {gpu_id}"))
│ 137: if profile not in gpu["profiles"]:
│ 138: return HTMLResponse(await _skeleton(error=f"unknown profile: {profile}"))
│ 139: if profile == gpu["active"]:
│ 140: return HTMLResponse(await _skeleton(message=f"{gpu['name']}: {profile}
│ already active"))
│ 141: _out, err = await _run(["--gpu-id", gpu_id, "profile", "set", profile],
│ SET_TIMEOUT)
│ 142: if err:
│ 143: return HTMLResponse(await _skeleton(error=err))
│ 144: return HTMLResponse(await _skeleton(message=f"{gpu['name']}: set profile
│ {profile}"))
│ 145:
│ 146:
│ 147: @router.post("/reload")
│ 148: async def reload(gpu_id: str | None = Form(None)):
│ 149: _ = gpu_id
│ 150: return HTMLResponse(await _skeleton(message="profiles refreshed"))
│ 151:
│ 152:
│ 153: plugin = Plugin(
│ 154: id="lact",
│ 155: title="LACT",
│ 156: description="AMD GPU power profiles: active profile per GPU and a profile switcher
│ (lact cli).",
│ 157: skeleton_fn=_skeleton,
│ 158: )
│
│ (End of file - total 158 lines)
│ </content>
│ grep pyright: ignore|noqa ok 0.0s
│ in
│ {
│ "pattern": "pyright: ignore|noqa",
│ "path": "/home/mac/Code/dashboard/app"
│ }
│ out
│ Found 6 matches
│ /home/mac/Code/dashboard/app/main.py:
│ Line 26: except Exception: # noqa
│
│ Line 38: except Exception: # noqa
│
│
│ /home/mac/Code/dashboard/app/__init__.py:
│ Line 1: from app import routers # noqa: F401
│
│
│ /home/mac/Code/dashboard/app/plugins/llamacpp.py:
│ Line 69: except Exception as e: # noqa
│
│ Line 83: except Exception: # noqa
│
│
│ /home/mac/Code/dashboard/app/routers/plugins.py:
│ Line 16: except Exception as e: # noqa
│
│ tokens 213 in 620 out 69572 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:10:26 • assistant • Qwen3.8-27B-Think
│
│ Regarding the warnings:
│
│ 1. `reportCallInDefaultInitializer` for `Form(...)` in default values — but wait, the sleep
│ plugin and llamacpp plugin also use `Form(...)` as a default value:
│ - sleep.py line 158: `async def toggle(on: str | None = Form(None)):`
│ - llamacpp.py line 120: `async def load(model: str = Form(...)):`
│
│ Are these getting warnings too? Let me run basedpyright against the entire app and check the
│ existing warnings. If the existing code has the same warnings, then this is the established
│ style and it's fine to leave it as-is (the warnings aren't errors, and AGENTS.md says
│ basedpyright is configured as a linter, with the settings being `reportExplicitAny = false`
│ and `reportAny = false` — these two are set to false, which suggests they tuned it so the
│ codebase passes cleanly).
│
│ Let me run basedpyright against the entire app and compare against the existing state (git
│ stash? no — I can just run against the other files).
│
│ The `Form(...)` default pattern matches the existing plugins. Let me check whether these
│ warnings pre-exist in the untouched codebase:
│
│ bash uvx basedpyright app 2>&1 | tail -25 ok 0.0s
│ in
│ {
│ "command": "uvx basedpyright app 2>&1 | tail -25",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ /home/mac/Code/dashboard/app/__init__.py:1:17 - warning: Import "routers" is not accessed
│ (reportUnusedImport)
│ /home/mac/Code/dashboard/app/config.py
│ /home/mac/Code/dashboard/app/config.py:7:5 - warning: Type annotation for attribute
│ `model_config` is required because this class is not decorated with `@final`
│ (reportUnannotatedClassAttribute)
│ /home/mac/Code/dashboard/app/main.py
│ /home/mac/Code/dashboard/app/main.py:51:15 - warning: Function "index" is not accessed
│ (reportUnusedFunction)
│ /home/mac/Code/dashboard/app/plugins/lact.py
│ /home/mac/Code/dashboard/app/plugins/lact.py:9:29 - warning: "_shorten" is private and
│ used outside of the module in which it is declared (reportPrivateUsage)
│ /home/mac/Code/dashboard/app/plugins/lact.py:129:37 - warning: Function calls and mutable
│ objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ /home/mac/Code/dashboard/app/plugins/lact.py:129:63 - warning: Function calls and mutable
│ objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ /home/mac/Code/dashboard/app/plugins/lact.py:148:39 - warning: Function calls and mutable
│ objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ /home/mac/Code/dashboard/app/plugins/llamacpp.py
│ /home/mac/Code/dashboard/app/plugins/llamacpp.py:18:12 - warning: Return type,
│ "dict[Unknown, Unknown]", is partially unknown (reportUnknownVariableType)
│ /home/mac/Code/dashboard/app/plugins/llamacpp.py:66:46 - warning: Type of parameter "m" is
│ unknown (reportUnknownLambdaType)
│ /home/mac/Code/dashboard/app/plugins/llamacpp.py:66:49 - warning: Return type of lambda is
│ unknown (reportUnknownLambdaType)
│ /home/mac/Code/dashboard/app/plugins/llamacpp.py:120:29 - warning: Function calls and
│ mutable objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ /home/mac/Code/dashboard/app/plugins/llamacpp.py:131:31 - warning: Function calls a
│ … [1297 more chars]
│
│ tokens 755 in 324 out 70406 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:10:44 • assistant • Qwen3.8-27B-Think
│
│ Interesting — "2 errors" are displayed at the end, but they got cut off by tail. The `Form(...)`
│ default warning is something that exists in llamacpp.py, sleep.py, and services.py as well —
│ meaning this is the established style, and my code is consistent with the codebase. Since the
│ codebase tolerates these warnings, it's not a problem.
│
│ However, there are 2 "errors" somewhere. I need to check what they are — they might be
│ pre-existing, or they might be in my new file. My earlier run against only the 3 files showed "0
│ errors, 4 warnings" for my files. So the errors must be somewhere else (a pre-existing one). Let
│ me look at the full output.
│
│ The `Form(...)` warnings are pre-existing across the codebase (style match). But there are 2
│ errors somewhere — let me see them:
│
│ bash uvx basedpyright app 2>&1 | grep -B2 "error" ok 0.0s
│ in
│ {
│ "command": "uvx basedpyright app 2>&1 | grep -B2 \"error\"",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ /home/mac/Code/dashboard/app/__init__.py
│ /home/mac/Code/dashboard/app/__init__.py: error: Cycle detected in import chain
│ --
│ /home/mac/Code/dashboard/app/routers/__init__.py
│ /home/mac/Code/dashboard/app/routers/journal.py (reportImportCycles)
│ /home/mac/Code/dashboard/app/__init__.py: error: Cycle detected in import chain
│ --
│ /home/mac/Code/dashboard/app/routers/services.py:100:17 - warning: Function calls and
│ mutable objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ /home/mac/Code/dashboard/app/routers/services.py:101:18 - warning: Function calls and
│ mutable objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ 2 errors, 18 warnings, 0 notes
│
│ tokens 818 in 250 out 71485 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:11:00 • assistant • Qwen3.8-27B-Think
│
│ The two errors are "Cycle detected in import chain" in `app/__init__.py` → `routers/__init__.py`
│ → ... Let me verify that this is a pre-existing issue and not caused by my changes. My changes
│ added `app.plugins.lact`, which imports `app.collect.gpu` (which imports `app.sample`). Is there
│ a cycle going through there? The chain shown is `app/__init__.py` → `routers/__init__.py` →
│ `journal.py`. Let me look at the full cycle output, and verify by cross-checking against git
│ stash (temporarily reverting my changes). An easier approach: check whether this error existed
│ before my changes by looking at the complete message.
│
│ bash uvx basedpyright app 2>&1 | grep -A20 "Cycle detected" | head -30 ok 0.0s
│ in
│ {
│ "command": "uvx basedpyright app 2>&1 | grep -A20 \"Cycle detected\" | head -30",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ /home/mac/Code/dashboard/app/__init__.py: error: Cycle detected in import chain
│ /home/mac/Code/dashboard/app/__init__.py
│ /home/mac/Code/dashboard/app/routers/__init__.py
│ /home/mac/Code/dashboard/app/routers/journal.py (reportImportCycles)
│ /home/mac/Code/dashboard/app/__init__.py: error: Cycle detected in import chain
│ /home/mac/Code/dashboard/app/__init__.py
│ /home/mac/Code/dashboard/app/routers/__init__.py
│ /home/mac/Code/dashboard/app/routers/services.py (reportImportCycles)
│ /home/mac/Code/dashboard/app/__init__.py:1:17 - warning: Import "routers" is not accessed
│ (reportUnusedImport)
│ /home/mac/Code/dashboard/app/config.py
│ /home/mac/Code/dashboard/app/config.py:7:5 - warning: Type annotation for attribute
│ `model_config` is required because this class is not decorated with `@final`
│ (reportUnannotatedClassAttribute)
│ /home/mac/Code/dashboard/app/main.py
│ /home/mac/Code/dashboard/app/main.py:51:15 - warning: Function "index" is not accessed
│ (reportUnusedFunction)
│ /home/mac/Code/dashboard/app/plugins/lact.py
│ /home/mac/Code/dashboard/app/plugins/lact.py:9:29 - warning: "_shorten" is private and
│ used outside of the module in which it is declared (reportPrivateUsage)
│ /home/mac/Code/dashboard/app/plugins/lact.py:129:37 - warning: Function calls and mutable
│ objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ /home/mac/Code/dashboard/app/plugins/lact.py:129:63 - warning: Function calls and mutable
│ objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ /home/mac/Code/dashboard/app/plugins/lact.py:148:39 - warning: Function calls and mutable
│ objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ /home/mac/Code/dashboard/app/plugins/llamacpp.py
│ /home/mac/Code/dashboard/app/plugins/llamacpp.py:18:12 - warning: Return type,
│ "dict[Unknown, Unknown]", is partially unknown (reportUnknownVariableType)
│ /home/mac/Code/dashbo
│ … [658 more chars]
│
│ tokens 201 in 218 out 72554 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:11:13 • assistant • Qwen3.8-27B-Think
│
│ The 2 errors are import cycles `app/__init__.py` → `routers/__init__.py` →
│ `journal.py`/`services.py`, and these are completely unrelated to my changes (they involve
│ `app/routers/journal.py` and `app/routers/services.py`, which I haven't touched at all). Let me
│ check with git stash whether it's a pre-existing issue.
│
│ Actually, to put it more simply: the cycle is `app/__init__.py` → `routers` (via `from app
│ import routers` on line 1 of app/__init__.py) → `routers/__init__.py` imports journal and
│ services → they import something from `app...`. My changes don't touch that chain (plugins/lact
│ imports app.collect.gpu, app.plugins.base, and app.render, and none of those import
│ app.routers). Just to be safe, let me verify with git stash.
│
│ The two errors are import cycles in `app/routers/journal.py`/`services.py` — files I didn't
│ touch. Let me confirm they're pre-existing:
│
│ bash git stash && uvx basedpyright app 2>&1 | tail -3; git stash pop ok 0.0s
│ in
│ {
│ "command": "git stash && uvx basedpyright app 2>&1 | tail -3; git stash pop",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ Saved working directory and index state WIP on main: 14f44f2 Move opencode traces to subdir
│ /home/mac/Code/dashboard/app/routers/services.py:100:17 - warning: Function calls and
│ mutable objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ /home/mac/Code/dashboard/app/routers/services.py:101:18 - warning: Function calls and
│ mutable objects not allowed within parameter default value expression
│ (reportCallInDefaultInitializer)
│ 2 errors, 18 warnings, 0 notes
│ On branch main
│ Your branch is up to date with 'origin/main'.
│
│ Changes not staged for commit:
│ (use "git add <file>..." to update what will be committed)
│ (use "git restore <file>..." to discard changes in working directory)
│ modified: AGENTS.md
│ modified: README.md
│ modified: app/collect/gpu.py
│ modified: app/plugins/__init__.py
│ modified: static/css/style.css
│
│ Untracked files:
│ (use "git add <file>..." to include in what will be committed)
│ app/plugins/lact.py
│ templates/plugins/lact_skeleton.html
│ templates/plugins/lact_state.html
│
│ no changes added to commit (use "git add" and/or "git commit -a")
│ Dropped refs/stash@{0} (9cfaa1e40349bb8990aa95a01a899126f0ff7a3a)
│
│ tokens 689 in 294 out 72973 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:11:30 • assistant • Qwen3.8-27B-Think
│
│ Confirmed: the same "2 errors, 18 warnings" exist even on the clean tree before my changes (the
│ stash test also shows the identical counts — wait, that run with the stashed state shows "2
│ errors, 18 warnings"… but my changes should add 4 warnings. Hmm, in the stashed state there are
│ 18 warnings without my file, and with my file there are also 18 total? Let me recount: in the
│ stashed state (no lact.py) it's 2 errors + 18 warnings. When I run the full `app` with my
│ changes included… let me re-verify the count. In the previous full run with my changes: "2
│ errors, 18 warnings, 0 notes"?? Hmm, in the first full run the tail showed "2 errors, 18
│ warnings". And in the stashed state it's also "2 errors, 18 warnings".
│
│ Wait, that's weird — my lact.py adds 4 warnings, so the total should be 22. Unless… the stash
│ also stashed the changes to gpu.py etc., but that doesn't remove warnings from other files. Let
│ me recount: the list of warnings with my changes included:
│ - app/__init__.py: 1 (reportUnusedImport)
│ - config.py: 1
│ - main.py: 1
│ - lact.py: 4
│ - llamacpp.py: 5
│ - sleep.py: 2
│ - services.py: 4
│ Total = 1+1+1+4+5+2+4 = 18. ✓
│
│ Without lact.py (stashed state): 1+1+1+0+5+2+4 = 14… but the tail showed 18? Hmm wait, the stash
│ output's tail -3 showed "2 errors, 18 warnings". Hmm, this is contradictory.
│
│ Oh wait — could it be that .pyc files from compileall are lingering? No, basedpyright doesn't
│ use those. Or… did the stash run happen before my file was deleted? No — lact.py is untracked,
│ so git stash doesn't stash untracked files! `git stash` without `-u` leaves untracked files
│ as-is. That means during the stashed-state run, lact.py still existed (untracked files remain).
│ Therefore the stashed-state run also included my lact.py → 18 warnings, identical. The cycle
│ error is still in journal.py/services.py (I didn't touch those), and I didn't revert any of the
│ code that the cycle error references… wait, the cycle is app/__init__ → routers → journal. I
│ haven't touched that at all. So the
│ … [2226 more chars]
│
│ The 2 errors are pre-existing (they occur in the `routers/journal.py`/`services.py` cycle — I
│ didn't touch these in my changes. The identical counts are also because my untracked files
│ remained even during the stash). My only new warning class is `reportPrivateUsage` against
│ `_shorten`. Let me check how the collect package is exporting its names:
│
│ read /home/mac/Code/dashboard/app/collect/__init__.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/collect/__init__.py"
│ }
│ out
│ <path>/home/mac/Code/dashboard/app/collect/__init__.py</path>
│ <type>file</type>
│ <content>
│ 1: from app.collect import cpu, disks, gpu, mem, power, procs
│ 2:
│ 3: __all__ = ["cpu", "disks", "gpu", "mem", "power", "procs"]
│
│ (End of file - total 3 lines)
│ </content>
│
│ tokens 357 in 1201 out 73955 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:12:14 • assistant • Qwen3.8-27B-Think
│
│ the collect package exposes the module, and its functions are all private (`_shorten`, `_read`,
│ `_gpu_name`, `sample`, `fill` — wait, `sample`/`fill` are public: `net_col.sample` is imported
│ in overview.py as `from app.collect import net as net_col` and then uses `net_col.sample`).
│
│ So the codebase pattern for cross-module usage is: import the module, use the public function
│ (`net_col.sample`, `gpu.fill`). `_shorten` is private by naming convention.
│
│ Given that the user has explicitly requested reuse of the overview's shortening logic, importing
│ the private function is an intentional act. The codebase tolerates warnings (there are 14
│ existing ones, 0 pyright-ignore comments). I'll leave it as is — the warning is honest
│ documentation of the tradeoff. No, hmm, let me think about which is really better for this repo.
│
│ AGENTS.md says: "basedpyright is configured as the linter and used via `uvx`". The configured
│ settings only disable the two `reportAny` checks. The maintainer is running basedpyright and
│ tolerates warnings (the tree ships with 14 warnings + 2 cycle errors). So a 1-warning addition
│ is in line with the state of the codebase.
│
│ Decision: keep `from app.collect.gpu import _shorten`. The warning remains, consistent with the
│ repo's tolerance.
│
│ Next, restart the dev server and test. Follow the restart procedure in AGENTS.md:
│
│ ```sh
│ PID=$(pgrep -f "python main\.py" | head -1)
│ [ -n "$PID" ] && kill "$PID"
│ setsid nohup uv run python main.py > /tmp/dash.log 2>&1 < /dev/null & disown
│ ```
│
│ After that, curl the endpoint.
│
│ The codebase's cross-module pattern is importing the public function (`net_col.sample`).
│ `_shorten` is intentionally private, but the user explicitly asked for the shared overview
│ shortening logic, and the repo already bundles 14 similar warnings — so I'll keep the import and
│ the warning as-is. Now let me restart the dev server and test:
│
│ bash PID=$(pgrep -f "python main\.py" | head -1); if [ -n "$PID" ]; then kill "$P… ok 0.0s
│ in
│ {
│ "command": "PID=$(pgrep -f \"python main\\.py\" | head -1); if [ -n \"$PID\" ]; then kill
│ \"$PID\"; sleep 1; fi; setsid nohup uv run python main.py > /tmp/dash.log 2>&1 < /dev/null
│ & disown; sleep 3; pgrep -f \"python main\\.py\" | head -1",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out 150337
│
│ tokens 107 in 589 out 75513 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:12:37 • assistant • Qwen3.8-27B-Think
│
│ The server has been restarted (PID 150337). Next, I'll test the endpoints:
│ 1. `/api/plugins` — the full plugin index (the LACT card should be rendered)
│ 2. `/api/plugins/lact/state`
│ 3. POST reload
│ 4. POST set (same profile, safe)
│
│ Server is up. Testing the endpoints:
│
│ bash curl -s http://127.0.0.1:8501/api/plugins/lact/state ok 0.0s
│ in
│ {
│ "command": "curl -s http://127.0.0.1:8501/api/plugins/lact/state"
│ }
│ out
│
│
│
│
│ <div class="lact-gpu">
│ <span class="dot dot-run"></span>
│ <span class="lact-gpu-name">Renoir (Radeon Vega Series)</span>
│ <span class="muted small">Integrated</span>
│
│ <span class="badge badge-active">Default</span>
│
│ </div>
│ bash curl -s http://127.0.0.1:8501/api/plugins | grep -A40 'id="lact"' | head -45 ok 0.2s
│ in
│ {
│ "command": "curl -s http://127.0.0.1:8501/api/plugins | grep -A40 'id=\"lact\"' | head
│ -45"
│ }
│ out (no output)
│
│ tokens 21 in 194 out 76209 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:12:43 • assistant • Qwen3.8-27B-Think
│
│ The state endpoint works perfectly:
│ - `Renoir (Radeon Vega Series)` — correctly abbreviated in the overview style
│ - `Integrated` type
│ - `Default` active badge
│
│ The second command returned nothing — `id="lact"` doesn't exist in the HTML (the plugin card
│ doesn't have an id attribute; the skeleton div is `<div class="lact">`). Let me try grepping for
│ the lact section inside the plugins index.
│
│ State endpoint works — `Renoir (Radeon Vega Series)` shortened correctly. The plugins index grep
│ pattern was wrong (no `id="lact"` in markup); let me check properly:
│
│ bash curl -s http://127.0.0.1:8501/api/plugins | grep -B3 -A30 'class="lact"' | h… ok 0.0s
│ in
│ {
│ "command": "curl -s http://127.0.0.1:8501/api/plugins | grep -B3 -A30 'class=\"lact\"' |
│ head -50"
│ }
│ out
│ <div class="plugin-card">
│ <h3>LACT</h3>
│ <p class="muted small">AMD GPU power profiles: active profile per GPU and a profile
│ switcher (lact cli).</p>
│ <div class="plugin-body"><div class="lact">
│ <div id="lact-state" hx-get="/api/plugins/lact/state" hx-trigger="every 5s"
│ hx-swap="innerHTML">
│
│
│
│
│ <div class="lact-gpu">
│ <span class="dot dot-run"></span>
│ <span class="lact-gpu-name">Renoir (Radeon Vega Series)</span>
│ <span class="muted small">Integrated</span>
│
│ <span class="badge badge-active">Default</span>
│
│ </div>
│
│
│ </div>
│
│
│ <div class="lact-load">
│ <select id="lact-pick-0" name="profile">
│
│ <option value="Default" selected>Default (active)</option>
│
│ </select>
│ <span class="actions">
│ <button class="btn" hx-post="/api/plugins/lact/set" hx-vals='{"gpu_id":"0"}'
│ hx-include="#lact-pick-0" hx-target="closest .plugin-body"
│ hx-swap="innerHTML">set</button>
│ <button class="btn" hx-post="/api/plugins/lact/reload" hx-vals='{"gpu_id":"0"}'
│ hx-target="closest .plugin-body" hx-swap="innerHTML">reload</button>
│ </span>
│ </div>
│
│ tokens 101 in 204 out 76423 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:12:51 • assistant • Qwen3.8-27B-Think
│
│ The plugin cards render correctly:
│ - LACT title + description
│ - A live state div containing GPU rows (dots, shortened names, types, active badges)
│ - A dropdown with `Default (active)` pre-selected
│ - set and reload buttons
│
│ Next, I'll test the POST endpoints:
│ 1. `POST /api/plugins/lact/reload` — "profiles refreshed" message
│ 2. `POST /api/plugins/lact/set` with profile=Default (same as active) — "already active"
│ message, no exec
│ 3. Should I also test error paths? Setting an unknown profile — this is a safe negative test
│ (just gets rejected, no side effects).
│
│ Let me run reload and set (the safe, same-profile one).
│
│ Card renders correctly. Now test the POST endpoints (reload + set with the currently-active
│ profile, which is a no-op):
│
│ bash curl -s -X POST -d "gpu_id=0" http://127.0.0.1:8501/api/plugins/lact/reload … ok 0.0s
│ in
│ {
│ "command": "curl -s -X POST -d \"gpu_id=0\" http://127.0.0.1:8501/api/plugins/lact/reload
│ | grep -E \"notice|alert\""
│ }
│ out <div class="notice">profiles refreshed</div>
│ bash curl -s -X POST -d "gpu_id=0&profile=Default" http://127.0.0.1:8501/api/plug… ok 0.0s
│ in
│ {
│ "command": "curl -s -X POST -d \"gpu_id=0&profile=Default\"
│ http://127.0.0.1:8501/api/plugins/lact/set | grep -E \"notice|alert\""
│ }
│ out <div class="notice">Renoir (Radeon Vega Series): Default already active</div>
│ bash curl -s -X POST -d "gpu_id=0&profile=Nonexistent" http://127.0.0.1:8501/api/… ok 0.0s
│ in
│ {
│ "command": "curl -s -X POST -d \"gpu_id=0&profile=Nonexistent\"
│ http://127.0.0.1:8501/api/plugins/lact/set | grep -E \"notice|alert\"; curl -s -X POST -d
│ \"gpu_id=99\" http://127.0.0.1:8501/api/plugins/lact/reload | grep -cE \"error\" || true"
│ }
│ out
│ <div class="alert">lact: unknown profile: Nonexistent</div>
│ 0
│
│ tokens 370 in 448 out 76727 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:13:06 • assistant • Qwen3.8-27B-Think
│
│ All POST paths work:
│ - reload → "profiles refreshed"
│ - set (same profile) → "Renoir (Radeon Vega Series): Default already active" (skipped execution,
│ good)
│ - set with an unknown profile → alert "unknown profile: Nonexistent" (validated before
│ execution)
│
│ Wait, the last command: `curl -d "gpu_id=99" reload` → grep -cE "error" returned 0 — meaning
│ reload with an arbitrary gpu_id works (ignored by design).
│
│ Next, let's test the actual `profile set` path (not just the no-op case). The only profile that
│ exists here is "Default", and it's already active. To test the actual execution path, I need a
│ second profile. Options:
│ - Create a test profile? LACT profiles are stored on the GPU/driver — creating one via the GUI
│ is… is there a way to create a profile via CLI? Looking at the command list: `profile
│ list/get/set/auto-switch`. No create. LACT profiles are created via the LACT GUI (stored in /sys
│ or ~/.local? Actually, are LACT profiles stored per-GPU in sysfs or a LACT directory?). I
│ shouldn't create GPU profiles on the user's machine just for testing — that would modify system
│ state beyond the scope of the task.
│
│ Hmm, but I can verify the exec path another way: temporarily… no. The exec path is a simple
│ `_run(["--gpu-id", "0", "profile", "set", "Default"], 15)`, which is the same code path that
│ works in the `get`/`list` calls. The "already active" branch skips the actual set. Risk is low,
│ and the command format has been verified against `--help` (`lact cli profile set <NAME>`).
│
│ Actually — wait. I can safely test the actual set exec path: `lact cli --gpu-id 0 profile set
│ Default` is a no-op in LACT too (setting the already-active profile). The "already active" check
│ in my code skips the exec, but I can verify that the command works by running the lact command
│ directly (it's already active, so it should be a no-op). That would verify the exact command
│ line my code constructs.
│
│ All paths work. Let me verify the exact `set` command line my code would execute (setting the
│ already-active profile is a safe no-op):
│
│ bash lact cli --gpu-id 0 profile set Default; echo "rc=$?" ok 0.0s
│ in
│ {
│ "command": "lact cli --gpu-id 0 profile set Default; echo \"rc=$?\""
│ }
│ out
│ Default
│ rc=0
│ bash sleep 6; curl -s http://127.0.0.1:8501/api/plugins/lact/state; echo; grep -c… ok 0.0s
│ in
│ {
│ "command": "sleep 6; curl -s http://127.0.0.1:8501/api/plugins/lact/state; echo; grep -c
│ Traceback /tmp/dash.log || echo \"no tracebacks\""
│ }
│ out
│
│
│
│
│ <div class="lact-gpu">
│ <span class="dot dot-run"></span>
│ <span class="lact-gpu-name">Renoir (Radeon Vega Series)</span>
│ <span class="muted small">Integrated</span>
│
│ <span class="badge badge-active">Default</span>
│
│ </div>
│
│
│ 0
│ no tracebacks
│
│ tokens 74 in 625 out 77544 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:13:35 • assistant • Qwen3.8-27B-Think
│
│ Everything is working:
│ - `lact cli --gpu-id 0 profile set Default` → rc=0 (the exact command format my code builds is
│ valid)
│ - The state polling endpoint keeps working
│ - No traceback in the logs
│
│ Wait, `grep -c Traceback /tmp/dash.log` returned 0, and then "no tracebacks" was also echoed —
│ since grep -c returns exit code 1 when there are no matches, both got displayed. No problem: 0
│ tracebacks.
│
│ Let me also verify that the error path renders correctly (e.g., temporarily... no, I'm not going
│ to break lact). The error path is simple enough (tested via the unknown profile validation that
│ generates an alert).
│
│ One more check — the 5-second state polling is working (verified the state endpoint manually;
│ htmx's trigger is standard).
│
│ Also, let me double-check the rendering of the entire plugin tab to make sure the sleep and
│ llamacpp plugins are intact (that there's no regression from the __init__ change).
│
│ No tracebacks, and the exact set command works. Final check — full plugins tab to confirm no
│ regression in the other plugins:
│
│ bash curl -s http://127.0.0.1:8501/api/plugins | grep -E "<h3>|class=\"alert\"" ok 0.0s
│ in
│ {
│ "command": "curl -s http://127.0.0.1:8501/api/plugins | grep -E
│ \"<h3>|class=\\\"alert\\\"\" "
│ }
│ out
│ <h3>llama.cpp</h3>
│ <h3>Sleep inhibitors</h3>
│ <h3>LACT</h3>
│ bash git diff --stat ok 0.0s
│ in
│ {
│ "command": "git diff --stat",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ AGENTS.md | 8 ++++++--
│ README.md | 18 +++++++++++++++---
│ app/collect/gpu.py | 4 ++++
│ app/plugins/__init__.py | 5 +++--
│ static/css/style.css | 7 +++++--
│ 5 files changed, 33 insertions(+), 9 deletions(-)
│
│ tokens 108 in 352 out 78243 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:13:47 • assistant • Qwen3.8-27B-Think
│
│ All three plugin cards are rendered (llama.cpp shows as unreachable but that's a normal state,
│ Sleep inhibitors, LACT). No regression.
│
│ Everything is done:
│ 1. ✅ Extended `_shorten()` in app/collect/gpu.py
│ 2. ✅ Created app/plugins/lact.py
│ 3. ✅ Created both templates
│ 4. ✅ Registered in __init__.py
│ 5. ✅ Added CSS
│ 6. ✅ Updated README + AGENTS.md
│ 7. ✅ Verified: compileall OK, no new basedpyright errors (only warnings consistent with the
│ codebase), server restart, all endpoints tested, no tracebacks
│
│ Updating the todo and summarizing concisely.
│
│ todowrite 0 todos ok 0.0s
│ in
│ {
│ "todos": [
│ {
│ "content": "Extend _shorten() in app/collect/gpu.py for single-group LACT names",
│ "status": "completed",
│ "priority": "high"
│ },
│ {
│ "content": "Create app/plugins/lact.py (router, subprocess helpers, endpoints)",
│ "status": "completed",
│ "priority": "high"
│ },
│ {
│ "content": "Create templates/plugins/lact_state.html and lact_skeleton.html",
│ "status": "completed",
│ "priority": "high"
│ },
│ {
│ "content": "Register plugin in app/plugins/__init__.py",
│ "status": "completed",
│ "priority": "high"
│ },
│ {
│ "content": "Add CSS for LACT card",
│ "status": "completed",
│ "priority": "medium"
│ },
│ {
│ "content": "Update README.md",
│ "status": "completed",
│ "priority": "medium"
│ },
│ {
│ "content": "Verify: compileall, basedpyright, restart server, curl endpoints",
│ "status": "completed",
│ "priority": "high"
│ }
│ ]
│ }
│ out
│ [
│ {
│ "content": "Extend _shorten() in app/collect/gpu.py for single-group LACT names",
│ "status": "completed",
│ "priority": "high"
│ },
│ {
│ "content": "Create app/plugins/lact.py (router, subprocess helpers, endpoints)",
│ "status": "completed",
│ "priority": "high"
│ },
│ {
│ "content": "Create templates/plugins/lact_state.html and lact_skeleton.html",
│ "status": "completed",
│ "priority": "high"
│ },
│ {
│ "content": "Register plugin in app/plugins/__init__.py",
│ "status": "completed",
│ "priority": "high"
│ },
│ {
│ "content": "Add CSS for LACT card",
│ "status": "completed",
│ "priority": "medium"
│ },
│ {
│ "content": "Update README.md",
│ "status": "completed",
│ "priority": "medium"
│ },
│ {
│ "content": "Verify: compileall, basedpyright, restart server, curl endpoints",
│ "status": "completed",
│ "priority": "high"
│ }
│ ]
│
│ tokens 136 in 365 out 78704 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:13:59 • assistant • Qwen3.8-27B-Think
│
│ Done. Summarize concisely following the guidelines (in this case, under 4 lines is difficult.
│ Since it's a task completion report, keep it concise while covering the key points).
│
│ LACT plugin implemented and verified live:
│
│ - **`app/plugins/lact.py`** — shells out to `lact cli` (`list`, `--gpu-id <id> profile
│ list/get/set`); `GET /state` polls the active profile per GPU every 5 s; `POST /set` (validates
│ profile against the fetched list, skips if already active, serialized via lock) and `POST
│ /reload` re-render the card; 60 s TTL cache on the GPU list so the poll stays cheap; per-GPU
│ errors isolated from card-level errors (missing binary, non-zero rc, timeout).
│ - **Templates** — `lact_skeleton.html` (static dropdowns + set/reload buttons per GPU, like the
│ llama load dropdown — no auto refresh) embedding `lact_state.html` (live dot + name + type +
│ active-profile badge).
│ - **`app/collect/gpu.py:_shorten`** — new 1-group branch so LACT names render `Renoir (Radeon
│ Vega Series)`, same style as the overview card (2-group lspci behavior unchanged).
│ - Registered in `app/plugins/__init__.py`, CSS (`.lact-gpu`, `.lact-load`, `.badge-active`),
│ README + AGENTS.md updated.
│
│ Verified: compileall clean, basedpyright shows no new errors (only the same warning classes the
│ codebase already has, plus one `reportPrivateUsage` for the intentional `_shorten` reuse), and
│ all endpoints tested against the real GPU — state, reload, set (no-op + unknown-profile
│ rejection), no tracebacks. One assumption to keep in mind: `profile list` is parsed as one
│ profile per line (only verifiable with one profile on this machine).
│
│ tokens 295 in 412 out 79206 cached 0 written $0.0000 stop
│ 2026-08-30 22:15:42 • user
│
│ why is it named `AMD GPU power profiles`, please rename the plugin to just `GPU power profiles`.
│ 2026-08-30 22:15:42 • assistant • Qwen3.8-27B-Think
│
│ The user is asking for the plugin title to be renamed from "LACT" — no wait, they're saying "AMD
│ GPU power profiles". Hmm, the title is "LACT" and the description is "AMD GPU power profiles:
│ active profile per GPU and a profile switcher (lact cli)." The user is asking to rename the
│ plugin to just "GPU power profiles" — meaning they want to change the title to "GPU power
│ profiles" (probably the description should be kept, but with the "AMD" prefix removed?).
│
│ Let me re-read: "why is it named `AMD GPU power profiles`, please rename the plugin to just `GPU
│ power profiles`."
│
│ So the visible name is the description text "AMD GPU power profiles: ..." (the title is "LACT").
│ Hmm — the title is "LACT" (h3). The "AMD GPU power profiles" text is the description paragraph.
│ The user is perceiving the name as "AMD GPU power profiles". They want it to be "GPU power
│ profiles".
│
│ Simplest interpretation: change the plugin's name to "GPU power profiles". So:
│ - title: "GPU power profiles"? Or keep the title as "LACT" and change the description?
│
│ What the user calls "the plugin's name" is what they see: "AMD GPU power profiles". That's the
│ description line. But the h3 title is "LACT". Hmm, they said "rename the plugin to just `GPU
│ power profiles`" — the cleanest thing is: title = "GPU power profiles", and adjust the
│ description to not start with "AMD GPU power profiles:" — e.g., "Active profile per GPU and a
│ profile switcher (lact cli)."
│
│ Also, the README has the bold name **LACT**: "AMD GPU power profiles — ...". Should I update the
│ README to match? The bullet in the README: "and **LACT**: AMD GPU power profiles — the active
│ profile per GPU is polled...". To keep things consistent, change it to "**GPU power profiles**
│ (LACT): ..." or "**LACT** (GPU power profiles)". Let's keep it simple: rename the README
│ heading/bold to match the plugin title.
│
│ And the "### LACT" section in the README — should the heading stay as "### LACT"? The plugin
│ title is changing to "GPU power profiles". Hmm. T
│ … [3559 more chars]
│
│ I wrote "AMD" because LACT is primarily an AMD GPU tooling (it manages AMD's SMC power profiles)
│ — but that's an unnecessary qualifier. Renaming now:
│
│ edit /home/mac/Code/dashboard/app/plugins/lact.py ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/app/plugins/lact.py",
│ "oldString": "plugin = Plugin(\n id=\"lact\",\n title=\"LACT\",\n
│ description=\"AMD GPU power profiles: active profile per GPU and a profile switcher (lact
│ cli).\",\n skeleton_fn=_skeleton,\n)",
│ "newString": "plugin = Plugin(\n id=\"lact\",\n title=\"GPU power profiles\",\n
│ description=\"Active profile per GPU and a profile switcher (lact cli).\",\n
│ skeleton_fn=_skeleton,\n)"
│ }
│ out Edit applied successfully.
│ edit /home/mac/Code/dashboard/README.md ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/README.md",
│ "oldString": " dashboard itself hold a sleep lock (released again on shutdown); and\n
│ **LACT**: AMD GPU power profiles — the active profile per GPU is polled,\n and each GPU
│ gets a profile dropdown with a *set* and a *reload* button.",
│ "newString": " dashboard itself hold a sleep lock (released again on shutdown); and\n
│ **GPU power profiles** (LACT): the active profile per GPU is polled, and\n each GPU gets
│ a profile dropdown with a *set* and a *reload* button."
│ }
│ out Edit applied successfully.
│ edit /home/mac/Code/dashboard/README.md ok 0.0s
│ in
│ {
│ "filePath": "/home/mac/Code/dashboard/README.md",
│ "oldString": "### LACT\n\nThe plugin shells out to `lact cli` (`lact` must be in PATH).",
│ "newString": "### GPU power profiles (LACT)\n\nThe plugin shells out to `lact cli` (`lact`
│ must be in PATH)."
│ }
│ out Edit applied successfully.
│
│ tokens 23975 in 1859 out 55970 cached 0 written $0.0000 tool-calls
│
│ patch 2 file(s) 92e7de34
│ 2026-08-30 22:17:53 • assistant • Qwen3.8-27B-Think
│
│ Python changes require a restart. Restart the server and verify.
│
│ Restarting the server (Python change) and verifying:
│
│ bash PID=$(pgrep -f "python main\.py" | head -1); if [ -n "$PID" ]; then kill "$P… ok 0.0s
│ in
│ {
│ "command": "PID=$(pgrep -f \"python main\\.py\" | head -1); if [ -n \"$PID\" ]; then kill
│ \"$PID\"; sleep 1; fi; setsid nohup uv run python main.py > /tmp/dash.log 2>&1 < /dev/null
│ & disown; sleep 3; curl -s http://127.0.0.1:8501/api/plugins | grep -E \"<h3>|muted
│ small\" ",
│ "workdir": "/home/mac/Code/dashboard"
│ }
│ out
│ <h3>llama.cpp</h3>
│ <p class="muted small">Loaded model status for a llama-server in router mode.</p>
│ <span class="muted small mono">http://127.0.0.1:8080</span>
│ <div class="muted small">no models loaded</div>
│ <div class="muted small">no unloaded models (is --models-dir set on the server?)</div>
│ <h3>Sleep inhibitors</h3>
│ <p class="muted small">Active block-mode systemd inhibitor locks.</p>
│ <span class="muted small">block-mode locks only — delay-mode locks are ignored</span>
│ <td class="cell-clip">PowerDevil <span class="muted small mono">mac · 1392</span></td>
│ <h3>GPU power profiles</h3>
│ <p class="muted small">Active profile per GPU and a profile switcher (lact cli).</p>
│ <span class="muted small">Integrated</span>
│
│ tokens 38 in 170 out 81803 cached 0 written $0.0000 tool-calls
│ 2026-08-30 22:18:02 • assistant • Qwen3.8-27B-Think
│
│ The plugin now displays as "GPU power profiles" and the description shows as "Active profile per
│ GPU and a profile switcher (lact cli)." All other plugins are intact. Done.
│
│ Also, should I check whether any other references to "AMD GPU power profiles" are left over?
│
│ Done — the card now shows **GPU power profiles** with the description "Active profile per GPU
│ and a profile switcher (lact cli).". I updated the plugin title/description in
│ `app/plugins/lact.py:153` and the matching README references (tab bullet + section heading).
│
│ tokens 260 in 124 out 82010 cached 0 written $0.0000 stop
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