Files
Maven/AGENTS.md
T
kami b7eb53a3b4 4.1 routing quality + 4.4 persona prompt
- VoiceConfig: add QueryMinScore (default 0.55) + Persona config fields
- voice.go: remove queryMinScore const, wire from cfg.Voice.QueryMinScore
  as reactiveHandler field
- llmphraser.go: add Persona to Config, prepend to system prompts in
  chat and query paths (systemPrompt/querySystemPrompt methods)
- main.go: pass personaFromCfg into both phraser config blocks
- Makefile: add download-embedder target (Xenova/paraphrase-multilingual-
  MiniLM-L12-v2, ~90MB ONNX)
- AGENTS.md: document embedder model download + libonnxruntime setup
- server.go: fix pre-existing wg.Add vs wg.Wait data race using accept
  mutex. make test green, zero races across all 29 packages.
2026-07-06 13:35:39 +04:00

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3.2 KiB
Markdown

# Maven — Agent Context
## Vikunja
This repo maps to **Maven** (project ID: 2) in Vikunja.
Feature work, bugs, deployment tasks all go here.
MCP endpoint: `http://localhost:9100/mcp` (or `http://192.168.1.104:9100/mcp` from workpc)
## Rendering / previewing the web UI locally
To see mavweb pages with real data without touching the production stack:
```sh
R=/tmp/mvn-preview; mkdir -p $R
go build -o $R/mavend ./cmd/mavend/ && go build -o $R/mavweb ./cmd/mavweb/
cat > $R/mavend.json <<EOF
{ "db_path": "$R/maven.db", "socket_path": "$R/mavend.sock",
"state_dir": "$R", "tick_interval": "10s" }
EOF
$R/mavend -config $R/mavend.json &
$R/mavweb -addr 127.0.0.1:9299 -core $R/mavend.sock &
```
- No models/voice/phraser config needed — the phraser stub covers it; mavend
runs fine bare. mavweb serves `/`, `/dash`, `/history`, `/trace`,
`/notifications`, `/tools`.
- **Socket path must be short** — unix sockets cap at ~108 chars; a deep tmp
dir fails with `bind: invalid argument`.
- Seed data through `ipc.Client` (internal package — the seeder must live
inside the module, e.g. a throwaway `cmd/seedtmp/main.go`, deleted after):
`WriteFact`, `RecordNudge`+`ResolveNudge`, `CreateReminder`, `ProposeTool`.
- `/trace` is empty until the first tick fires (wait one `tick_interval`).
- Screenshots: `chromium --headless --disable-gpu --screenshot=out.png
--window-size=1280,900 --hide-scrollbars --virtual-time-budget=2000
http://127.0.0.1:9299/dash` (use `--window-size=430,900` for the phone/PWA
view). **Always pass `--virtual-time-budget`** — without it the screenshot
can snap mid-layout and silently drop elements (the PWA lang toggle
"disappeared" this way).
## Embedder model for intent routing
The router uses a multilingual sentence embedder to classify intents and recall
notes. Without it, the floor `HashEmbedder` is used — deterministic but weak
(Russian recall rarely clears the confidence gate, many commands fall to
"clarify").
**Download the embedder** (ONNX, ~90 MB):
```sh
make download-embedder
```
This fetches `paraphrase-multilingual-MiniLM-L12-v2` (384-dim, 12-layer,
supports 50+ languages including Russian) to `models/embedder/`.
**Also need ONNX Runtime** (`libonnxruntime.so`):
```sh
curl -sL "https://github.com/microsoft/onnxruntime/releases/download/v1.15.1/onnxruntime-linux-x64-1.15.1.tgz" | tar xz
sudo cp onnxruntime-linux-x64-1.15.1/lib/libonnxruntime.so* /usr/local/lib/
```
**Configure in `deploy/mavend.json`**:
```json
"voice": {
"embedder": {
"model_path": "models/embedder/model_quantized.onnx",
"tokenizer_path": "models/embedder/tokenizer.json",
"lib_path": "/usr/local/lib/libonnxruntime.so"
}
}
```
Without the embedder block, the daemon uses `HashEmbedder` (works, but weak on
Russian recall — you may see many "clarify" responses).
## Web UI conventions
- All server-rendered pages share `cmd/mavweb/static/ui.css` (served at
`/ui.css`) and the `nav` template partial (`navHTML` in `cmd/mavweb/main.go`,
invoked as `{{template "nav" "<active-page>"}}`). New pages must link both —
no per-page inline `<style>` beyond true one-offs.
- Wrap every table in `<div class=scroll>` so wide data pans on a phone
instead of breaking the layout.