# Timmy the Talking Turd

A working mobile-first bowel diary with an optional **photo-first AI assist**: “Your intelligent pooping pal.”

- [Product roadmap and live Gitea epic map](ROADMAP.md)
- [Product and safety boundary](PRODUCT.md)
- [Product boundary and release authority decision](docs/PRODUCT-DECISIONS.md)
- [Self-hosted stool-vision decision](research/SELF-HOSTED-STOOL-VISION.md)

## Build a gated review release

```bash
python3 scripts/build_release.py
```

The builder clones the committed `main` tree into an isolated directory, runs unit/security and both mobile acceptance suites, audits dependencies, checks syntax and secrets, excludes model weights and sensitive/generated media, records a vertical feature demonstration from the working app, fully decodes and probes that MP4, and writes checksummed source/video artifacts plus `manifest.json` under `/root/timmy-releases/`. It refuses dirty or non-`main` source trees.

## Run with the self-hosted open-weight path

```bash
npm install

git clone --depth 1 https://github.com/ggml-org/llama.cpp /root/model-spikes/llama.cpp
cmake -S /root/model-spikes/llama.cpp -B /root/model-spikes/llama.cpp/build -DCMAKE_BUILD_TYPE=Release
cmake --build /root/model-spikes/llama.cpp/build -j4 --target llama-server

hf download ggml-org/SmolVLM2-2.2B-Instruct-GGUF \
  SmolVLM2-2.2B-Instruct-Q4_K_M.gguf \
  mmproj-SmolVLM2-2.2B-Instruct-Q8_0.gguf \
  --local-dir /root/model-spikes/models/smolvlm2-2.2b

TIMMY_MODEL_PORT=8080 scripts/run_selfhost_smolvlm.sh

# In another terminal
TIMMY_VISION_PROFILE=selfhost npm start
# open http://localhost:4173
```

The selected bootstrap model is `SmolVLM2-2.2B-Instruct` using the official Apache-2.0 GGUF conversion. The default self-hosted endpoint is loopback-only at `http://127.0.0.1:8080/v1`. Override paths, host, port, threads, model ID, or endpoint with the `TIMMY_MODEL_*` and `TIMMY_VISION_*` environment variables.

## Run with a hosted provider

```bash
hermes proxy start --provider nous --host 127.0.0.1 --port 8645
npm start
```

Hosted remains the default compatibility profile. To make it explicit, set `TIMMY_VISION_PROFILE=hosted`. Credentials stay server-side:

```bash
TIMMY_VISION_BASE_URL=https://your-openai-compatible-provider/v1 \
TIMMY_VISION_API_KEY=... \
TIMMY_VISION_MODEL=your-vision-model \
npm start
```

Set `TIMMY_VISION_ENABLED=0` to disable uploads and retain manual-only operation.

## Enable the full Hermes Agent chat

Hermes chat is **disabled by default** because a tool-capable agent can spend the authority of its server-side profile. Timmy requires an exact public origin, a strong operator access code, and an absolute dedicated workspace before the browser route exists.

```bash
mkdir -m 700 -p /root/timmy-agent-workspace
install -m 600 docs/TIMMY-AGENT-POLICY.md /root/timmy-agent-workspace/AGENTS.md
hermes profile create timmyapp --description "Private Timmy chat agent"

TIMMY_AGENT_ENABLED=true \
TIMMY_AGENT_ACCESS_TOKEN="$(openssl rand -hex 24)" \
TIMMY_PUBLIC_ORIGIN=http://127.0.0.1:4173 \
TIMMY_AGENT_WORKDIR=/root/timmy-agent-workspace \
TIMMY_HERMES_COMMAND=/root/.local/bin/timmyapp \
npm start
```

Authenticate/configure the dedicated `timmyapp` profile before use. Do not reuse a broad personal profile in a public deployment. The browser receives only an opaque HttpOnly, SameSite session cookie; it never receives provider credentials, Hermes session IDs, model/provider controls, or tool policy. Each conversation is resumed server-side with one in-flight turn, a 4,000-character message cap, a 20-entry text-only ledger context, fixed origin checks, rate and timeout limits, and sanitized errors. Photos are excluded from chat by construction. The application’s deterministic urgent-symptom warning runs before Hermes.

For an HTTPS deployment, set `TIMMY_PUBLIC_ORIGIN` to the exact HTTPS origin so the session cookie is marked `Secure`. Put the Node service behind authenticated TLS and give the dedicated profile only the host/service authority the intended user should be able to exercise.

## Verify

```bash
npm test
npm run test:ui       # server required on port 4173
npm run test:photo    # mocked positive suggestion through the real browser UX
npm run test:sleek   # simplified 390x844 shell + free-text Hermes chat
npm audit --audit-level=high
```

## What works

- Photo-first camera/file capture
- Client-side image compression before transfer
- Explicit consent before one-time provider analysis
- Structured AI suggestions for **visible Bristol form and color only**
- Confidence display, low-confidence abstention, and user confirmation
- Urgency, discomfort, notes, and symptoms remain strictly user-reported
- Manual logging that never uploads
- Sleek three-destination mobile shell with one dominant photo action
- Free-text smart chat with real server-side Hermes session continuity and local fallback
- Authenticated, same-origin, bounded browser-to-agent gateway with no browser-side credentials
- Red-flag symptom escalation
- Local browser ledger, calendar, pattern summary, JSON portability, and delete-all
- Installable/offline PWA shell for the manual and saved-ledger paths

## What is deliberately not faked

The positive photo-prefill interface is covered by a deterministic provider fixture. A live self-hosted SmolVLM2-2.2B model was exercised against a CC-licensed real Type 4 stool photograph. It accepted the content and identified stool, but predicted the wrong type with low confidence; Timmy correctly abstained. **The open model removes provider moderation from the path, but its Bristol accuracy is not clinically established.**

Timmy does not diagnose disease, identify bleeding, infer pain/urgency, recommend treatment, or clear foods. The selected VLM is a bootstrap worker, not the final classifier. See [research/SELF-HOSTED-STOOL-VISION.md](research/SELF-HOSTED-STOOL-VISION.md) for the measured receipts, hardware gate, consented-data pipeline, specialist-classifier plan, and sources.

## Architecture

```text
Browser PWA
├── app.js                    sleek photo-first UX, local ledger, free-text chat
├── src/domain.js             tested health/safety and summary rules
├── src/analysis.js           strict AI schema, validation, visual-only merge
├── server.mjs                static server + bounded vision and agent routes
├── src/hermes-agent-service.js  authenticated session-bound Hermes CLI adapter
├── src/vision-service.js     server-side OpenAI-compatible provider adapter
├── src/vision-config.js      hosted/self-hosted profiles and readiness probe
├── scripts/run_selfhost_smolvlm.sh
├── scripts/ingest_training_photo.py
├── localStorage              saved ledger and attached photos
└── llama.cpp / hosted API    selected per server-side profile
```

The server accepts JPEG/PNG/WebP data URLs up to 4 MB, uses a bounded 60-second hosted or 120-second self-hosted timeout, never accepts an API key from browser input, does not write inference images to disk, and returns only validated visual suggestions. The separate dataset ingester runs only for explicit, consented contributions.
