> ## Documentation Index
> Fetch the complete documentation index at: https://docs.thinkplatform.ai/llms.txt
> Use this file to discover all available pages before exploring further.

> ## Agent Instructions
> Choose User guide for browser tasks, Developers for CLI, SDK and external agents, and Administration for organization management.
> Confirm identity and organization/project context before operations. Documentation access does not grant ThinkPlatform permissions.
> Review side effects, verify changes with a read, and do not blindly retry an operation with an uncertain outcome.
> Use documented UI steps for the web app and documented public CLI or SDK interfaces for automation. Follow each page’s prerequisites and authentication requirements.

# Plant operations commands

> Inspect plant resources, review operational state, and plan improvements.

These examples assume an authenticated active saved profile with the intended organization and project. Confirm it with `tp context show` before running commands. Add root `--json` before the command when machine parsing needs JSON output; use root `--profile <name>` only to override the active profile.

Use these commands to review the current state across ThinkPlatform domains before choosing a workstream.

## Context

```bash theme={"system"}
tp auth whoami
tp context show
tp --output table context orgs
tp --output table context projects
```

## Review operational state

```bash theme={"system"}
tp home data
tp tasks list
tp agents list
tp agents teams list
tp automation schedules list
tp hooks list
tp webhooks list
tp flows list
tp modules list
tp device list
tp device deployments list-device --device-id <device_id>
tp datalake tree --path data/
tp db tables list
tp mlops jobs list
tp mlops models list
tp mlops cloud list
tp home pages list
```

## Inspect specific resources

```bash theme={"system"}
tp tasks status <task_id>
tp tasks messages <task_id>
tp device modules-status --device-id <device_id>
tp mlops jobs get <job_id>
tp mlops jobs metrics <job_id>
tp canvas pages get <page_id>
tp automation schedules log <schedule_id> --device-id <device_id>
```

## Track improvement opportunities

When producing an autonomous improvement proposal, include:

* Evidence: resource IDs, status, metrics, delivery failures, missing outputs, or repeated tasks.
* Proposed action: specific skill/workstream and expected platform artifact.
* Risk: read-only, reversible write, production write, cost, or external notification.
* Verification: command or status used to confirm the result.
* Follow-up: whether to automate, dashboard, or create an Agent task.

## Choose safe first actions

```bash theme={"system"}
tp tasks create --title "Review project results" --agent-id <agent_id> --dry-run
tp home pages apply --spec @ops-review.json --create-if-missing --dry-run
tp automation schedules create --body @report-only-schedule.json --dry-run
```

Do not perform production mutations from this top-level skill. Route to the domain skill and require approval when the action changes devices, deployments, endpoints, data, or external notifications.


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