Task Prompt
I'm checking the customer feedback on my database, and I want to know how many services were resolved on the day the domain [binance.com](http://binance.com) was created.
I'm checking the customer feedback on my database, and I want to know how many services were resolved on the day the domain binance.com was created.
I'm checking the customer feedback on my database, and I want to know how many services were resolved on the day the domain [binance.com](http://binance.com) was created.
---
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 |
|---|---|
| `/data` | Your files. |
| `/tmp` | Scratch space, in memory. || 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 |
|---|---|
/data | Your files. |
/tmp | Scratch space, in memory. |
---
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.
## notion
Use `notion <command> '<JSON arguments>'`. Run `notion <command> --help` to
get more information.
```sh
notion post-database-query '{"database_id":"ID","filter":{"property":"Name","rich_text":{"contains":"TEXT"}},"page_size":10}'
notion post-search '{"query":"QUERY"}'
```
| Command | Arguments | Description |
|---|---|---|
| `notion post-database-query` | `{database_id: str, filter_properties?: list[str], filter?: dict, sorts?: list[{property: str, direction: "ascending" \| "descending"}], start_cursor?: str, page_size?: int = 100, archived?: bool, in_trash?: bool}` | Query a database |
| `notion post-search` | `{query?: str, sort?: {direction?: str, timestamp?: str}, filter?: {value?: str, property?: str}, start_cursor?: str, page_size?: int = 100}` | Search by title |
## whois
Use `whois <command> '<JSON arguments>'`. Run `whois <command> --help` to
get more information.
```sh
whois whois-domain '{"domain":"example.com"}'
```
| Command | Arguments | Description |
|---|---|---|
| `whois whois-domain` | `{domain: str}` | Looksup whois information about the domain |
## memory
Use `memory <command> '<JSON arguments>'`. Run `memory <command> --help` to
get more information.
```sh
memory read-graph '{}'
```
| Command | Arguments | Description |
|---|---|---|
| `memory read-graph` | `{}` | Read the entire knowledge graph || 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 jqwith 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.
notion
Use notion <command> '<JSON arguments>'. Run notion <command> --help to get more information.
notion post-database-query '{"database_id":"ID","filter":{"property":"Name","rich_text":{"contains":"TEXT"}},"page_size":10}'
notion post-search '{"query":"QUERY"}'| Command | Arguments | Description | |
|---|---|---|---|
notion post-database-query | `{database_id: str, filter_properties?: list[str], filter?: dict, sorts?: list[{property: str, direction: "ascending" \ | "descending"}], start_cursor?: str, page_size?: int = 100, archived?: bool, in_trash?: bool}` | Query a database |
notion post-search | {query?: str, sort?: {direction?: str, timestamp?: str}, filter?: {value?: str, property?: str}, start_cursor?: str, page_size?: int = 100} | Search by title |
whois
Use whois <command> '<JSON arguments>'. Run whois <command> --help to get more information.
whois whois-domain '{"domain":"example.com"}'| Command | Arguments | Description |
|---|---|---|
whois whois-domain | {domain: str} | Looksup whois information about the domain |
memory
Use memory <command> '<JSON arguments>'. Run memory <command> --help to get more information.
memory read-graph '{}'| Command | Arguments | Description |
|---|---|---|
memory read-graph | {} | Read the entire knowledge graph |
| Model | VFS | MCP | VFS Tokens | MCP Tokens | Token Reduction Rate |
|---|---|---|---|---|---|
| Claude Opus 5.5 | 1/1 | 1/1 | 14.6k | 22.5k | 35% |
| GPT-6.1 Sol | 1/1 | 1/1 | 21.8k | 9.79k | −123% |
| GPT-5.6 Luna | 1/1 | 1/1 | 9.48k | 11.8k | 20% |
| Claude Haiku 5.5 | 1/1 | 1/1 | 92.0k | 31.4k | −193% |
| Gemini 3.8 Flash | 1/1 | 1/1 | 418k | 498k | 16% |