Your stats stay on your machine.

Toishi records how you work, so it has to be safe to run. It keeps counts and labels, encrypts them with a key only you can open, and lists everything that leaves your machine.

What it records

Kept

How many lines each change added, and who most likely wrote them
Labels for the kind of work, such as a language, a framework or a SQL join
Hashes of lines, so a line can be recognised later without storing it
How many keys you pressed, by group (typed, deleted, pasted), if you allow key counting

Never kept

Your code
Which keys you pressed or what you typed
The text of your prompts to AI tools

Encrypted with a key only your password opens.

The recorder can lock new records but cannot read them back. Opening them takes your password, or the recovery code you get once when you set it.

Your Toishi account is separate. It tells our server who you are and which plan you have, and it cannot open your data.

Every call that leaves, in a list.

AI features are off until you switch them on. They use open-weight models through our gateway, which stores nothing. Recording and sorting your work never use a remote AI.

Every call that leaves your machine is logged in the app, including model downloads. Open one to see exactly what was sent.

Sent from this machine

Oct 21, 2026, 2:48 PMhttps://app.toishi.example/api/timeline/describe

What was sent

{
  "promptVersion": 4,
  "repository": "acme-api",
  "branches": [
    "main"
  ],
  "startedAt": "13:36",
  "weekday": "Wednesday",
  "minutes": 71,
  "lines": {
    "you": 42,
    "ai": 251,
    "notTyped": 0,
    "unknown": 0,
    "removed": 58
  },
  "yourShare": 0.14334470989761092,
  "tools": [
    "Claude Code"
  ],
  "prompts": 1,
  "averagePromptCharacters": 508,
  "commands": [
    {
      "category": "read",
      "count": 3
    },
    {
      "category": "test",
      "count": 1
    },
    {
      "category": "build",
      "count": 0
    }
  ],
  "tasks": [
    {
      "name": "API endpoints",
      "lines": 176
    },
    {
      "name": "Testing & mocking",
      "lines": 75
    },
    {
      "name": "Schema & migrations",
      "lines": 42
    }
  ],
  "constructs": [],
  "frameworks": [
    {
      "name": "Tokio",
      "lines": 251
    },
    {
      "name": "Axum",
      "lines": 176
    }
  ],
  "libraries": [
    "axum",
    "tokio"
  ],
  "languages": [
    {
      "name": "rust",
      "lines": 251
    },
    {
      "name": "sql",
      "lines": 42
    }
  ],
  "workTypes": [
    "Server & API",
    "Tests",
    "Database"
  ],
  "fileRoles": [
    {
      "role": "app",
      "files": 2
    },
    {
      "role": "test",
      "files": 1
    }
  ],
  "changeKinds": [
    {
      "kind": "modification",
      "count": 4
    },
    {
      "kind": "addition",
      "count": 2
    }
  ],
  "files": [
    {
      "path": "src/routes/orders.rs",
      "added": 176,
      "removed": 48,
      "mainlyBy": "ai"
    },
    {
      "path": "tests/orders.rs",
      "added": 75,
      "removed": 3,
      "mainlyBy": "ai"
    },
    {
      "path": "migrations/0007_order_status.sql",
      "added": 42,
      "removed": 7,
      "mainlyBy": "you"
    }
  ],
  "commits": [
    {
      "subject": "Add order status column",
      "filesChanged": 3,
      "linesAdded": 293,
      "yourShare": 0.14334470989761092
    }
  ]
}

Oct 18, 2026, 3:59 PMhttps://app.toishi.example/api/sharpen/project

What was sent

{
  "promptVersion": 3,
  "area": {
    "name": "Data fetching",
    "dimension": "task"
  },
  "language": "typescript",
  "stack": [
    "React",
    "TanStack Query",
    "TanStack Table",
    "Zod",
    "Vitest",
    "Testing Library"
  ],
  "level": null,
  "experience": null,
  "focus": null
}

Oct 1, 2026, 4:00 PMhttps://huggingface.co/jinaai/jina-embeddings-v2-base-code/resolve/516f4baf13dec4ddddda8631e019b5737c8bc250/onnx/model_quantized.onnx
What was sent
```
{
  "download": "embedding model file (nothing about you is sent)"
}
```
Oct 1, 2026, 4:00 PMhttps://huggingface.co/jinaai/jina-embeddings-v2-base-code/resolve/516f4baf13dec4ddddda8631e019b5737c8bc250/tokenizer.json
What was sent
```
{
  "download": "embedding model file (nothing about you is sent)"
}
```

Team stats are totals only.

On a team plan, the app sends one fixed report a day, split between two servers run by different parties. Neither can read it alone. Leads see totals for groups of five or more, never a single person.

A solo account never sends team stats.

Toishi for teams

Find out which skills you are handing off.

Create my account