least-viewed-month-flights

---
name: workspace-filesystem
description: The virtual filesystem layout of this workspace.
---

# Virtual Filesystem

You work in a terminal over a virtual filesystem. Read files with shell
commands.

Command output comes back whole, however long. Some files here are large,
so point `grep -r`, `rg`, `find` and `cat` at the directory or file you
need rather than at a whole mount.

| path | what it is |
|---|---|
| `/mongodb` | Your MongoDB databases, read-only; change them with the `mongodb` CLI. |
| `/calendar` | Your Google Calendar, read-only. |
| `/tmp` | Scratch space, in memory. |

## `/mongodb`

```
/mongodb/
  <database>/
    database.json
    collections/
      <collection>/
        schema.json
        documents.jsonl
    views/
      <view>/
        schema.json
        documents.jsonl
```

- `database.json`: `{database: str, collections: list[{name: str}],
  views: list[{name: str}]}`
- `schema.json`: `{database: str, name: str, kind: str, validator: dict |
  null, fields: list[{path: str, presence: number, types: dict}],
  primary_key: str, indexes: list[{name: str, keys: dict, type: str}],
  sampled: int}`, read from a sample of `sampled` documents
- `documents.jsonl`: one document per line, in MongoDB Extended JSON: a date
  reads as `{"$date": "..."}`

## `/calendar`

```
/calendar/
  primary/
    calendar.json
    <yyyy-mm-dd>/
      <event-id>__<HHMM-HHMM>_<Title>.gcal.json
```

- `calendar.json`: `{id: str, summary: str, accessRole: str, primary: bool,
  calendarTimeZone: str, bucketTimeZone: str}`
- `<event>.gcal.json`: the Calendar API's event, `{kind: str, id: str,
  status: str, summary: str, description?: str, location?: str, start:
  {dateTime: str, timeZone: str}, end: {dateTime: str, timeZone: str},
  created: str, updated: str, iCalUID: str, htmlLink: str}`

Days are cut in `bucketTimeZone`. Listing `/calendar/primary`, with `ls` or
`find`, shows every day with an event up to 90 days after today; read a later
day by its date, as in `ls /calendar/primary/2027-03-*`.

/mongodb/
  <database>/
    database.json
    collections/
      <collection>/
        schema.json
        documents.jsonl
    views/
      <view>/
        schema.json
        documents.jsonl

/calendar/
  primary/
    calendar.json
    <yyyy-mm-dd>/
      <event-id>__<HHMM-HHMM>_<Title>.gcal.json

---
name: workspace-commands
description: Use when running commands in this workspace - which commands exist, what they can do, and what the interpreter supports.
---

# Available commands

Python (`python` or `python3`), Perl, JavaScript/Node.js, and TypeScript
runtimes are unavailable. Use the shell commands and task CLIs documented
below; do not probe for or attempt to install other runtimes.

Standard Unix commands, among them:

    cat  head  tail  ls  find  grep  wc  sort  uniq  cut  tr  sed  awk
    diff  tee  xargs  jq

with pipes, `>` redirection and `$(...)` substitution.

Do not probe the machine with `which`, `type`, `--version`, `env`, `ps`,
`echo $PATH`, `ls /usr/bin` or `cat /usr/bin/<command>`: they tell you
nothing about the task.

A filename with a space in it needs quoting, as it would in any shell.

You can also use `gh` for GitHub.

## mongodb

Use `mongodb <command> '<JSON arguments>'`. Run `mongodb <command> --help`
to get more information.

```sh
mongodb list-collections '{"database":"DATABASE"}'
mongodb list-databases '{}'
mongodb collection-indexes '{"database":"DATABASE","collection":"COLLECTION"}'
mongodb collection-schema '{"database":"DATABASE","collection":"COLLECTION"}'
mongodb find '{"database":"DATABASE","collection":"COLLECTION","filter":{"FIELD":"VALUE"},"limit":10}'
mongodb count '{"database":"DATABASE","collection":"COLLECTION","query":{"FIELD":"VALUE"}}'
mongodb db-stats '{"database":"DATABASE"}'
```

| Command | Arguments | Description |
|---|---|---|
| `mongodb list-collections` | `{database: str}` | List all collections for a given database |
| `mongodb list-databases` | `{}` | List all databases for a MongoDB connection |
| `mongodb collection-indexes` | `{database: str, collection: str}` | Describe the indexes for a collection |
| `mongodb collection-schema` | `{database: str, collection: str}` | Describe the schema for a collection |
| `mongodb find` | `{database: str, collection: str, filter?: dict, projection?: dict, limit?: number = 10, sort?: dict}` | Run a find query against a MongoDB collection |
| `mongodb count` | `{database: str, collection: str, query?: dict}` | Gets the number of documents in a MongoDB collection using db.collection.count() and query as an optional filter parameter |
| `mongodb db-stats` | `{database: str}` | Returns statistics that reflect the use state of a single database |

## google-workspace

Use `google-workspace <command> '<JSON arguments>'`. Run
`google-workspace <command> --help` to get more information.

```sh
google-workspace list-events '{"timeMin":"YYYY-MM-DDT00:00:00Z","timeMax":"YYYY-MM-DDT00:00:00Z","maxResults":50}'
```

| Command | Arguments | Description |
|---|---|---|
| `google-workspace list-events` | `{maxResults?: number, timeMin?: str, timeMax?: str}` | List upcoming calendar events |

## memory

Use `memory <command> '<JSON arguments>'`. Run `memory <command> --help` to
get more information.

```sh
memory read-graph '{}'
memory search-nodes '{"query":"QUERY"}'
memory open-nodes '{"names":["NAME"]}'
```

| Command | Arguments | Description |
|---|---|---|
| `memory read-graph` | `{}` | Read the entire knowledge graph |
| `memory search-nodes` | `{query: str}` | Search for nodes in the knowledge graph based on a query |
| `memory open-nodes` | `{names: list[str]}` | Open specific nodes in the knowledge graph by their names |

## weather

Use `weather <command> '<JSON arguments>'`. Run `weather <command> --help`
to get more information.

```sh
weather find-weather-stations '{"location":"40.7128,-74.0060"}'
```

| Command | Arguments | Description |
|---|---|---|
| `weather find-weather-stations` | `{location: str, limit?: number = 10}` | Find weather observation stations near a location in the United States. Useful for getting station-specific data, finding data sources, or understanding which stations provide weather data for an area. Includes ASOS, AWOS, and other automated weather stations. |

## open-library

Use `open-library <command> '<JSON arguments>'`. Run
`open-library <command> --help` to get more information.

```sh
open-library get-book-by-title '{"title":"TITLE"}'
open-library get-authors-by-name '{"name":"NAME"}'
```

| Command | Arguments | Description |
|---|---|---|
| `open-library get-book-by-title` | `{title: str}` | Search for a book by its title on Open Library. |
| `open-library get-authors-by-name` | `{name: str}` | Search for author information on Open Library. |

cat  head  tail  ls  find  grep  wc  sort  uniq  cut  tr  sed  awk
diff  tee  xargs  jq

mongodb list-collections '{"database":"DATABASE"}'
mongodb list-databases '{}'
mongodb collection-indexes '{"database":"DATABASE","collection":"COLLECTION"}'
mongodb collection-schema '{"database":"DATABASE","collection":"COLLECTION"}'
mongodb find '{"database":"DATABASE","collection":"COLLECTION","filter":{"FIELD":"VALUE"},"limit":10}'
mongodb count '{"database":"DATABASE","collection":"COLLECTION","query":{"FIELD":"VALUE"}}'
mongodb db-stats '{"database":"DATABASE"}'

google-workspace list-events '{"timeMin":"YYYY-MM-DDT00:00:00Z","timeMax":"YYYY-MM-DDT00:00:00Z","maxResults":50}'

memory read-graph '{}'
memory search-nodes '{"query":"QUERY"}'
memory open-nodes '{"names":["NAME"]}'

weather find-weather-stations '{"location":"40.7128,-74.0060"}'

open-library get-book-by-title '{"title":"TITLE"}'
open-library get-authors-by-name '{"name":"NAME"}'