# Using `/tinker` with coding agents

Pi is the main interface. Other coding agents can run the same checkpoint
commands through a small shell adapter.

## Pi

```bash
pi install git:tangled.org/cameron.stream/machine
pi
```

```text
/tinker
/tinker use tinker://.../sampler_weights/final
/machine student
```

## Other agents

From this repository, replace `/tinker` with `node scripts/tinker-agent-cli.mjs`:

| In Pi | In another coding agent's shell |
|---|---|
| `/tinker` | `node scripts/tinker-agent-cli.mjs` |
| `/tinker use tinker://.../final` | `node scripts/tinker-agent-cli.mjs use tinker://.../final` |
| `/tinker checkpoints logs/run --use` | `node scripts/tinker-agent-cli.mjs checkpoints logs/run --use` |

```bash
node scripts/tinker-agent-cli.mjs use tinker://.../sampler_weights/final
```