Roboflow#

Operate Roboflow through your OOMOL-connected account. This skill calls the roboflow connector with the oo CLI; OOMOL injects credentials server-side, so you never handle raw tokens.

Running an action#

Assume the user has already installed the oo CLI, signed in, and connected Roboflow. Do not run oo auth login or open the connection URL proactively — just run the action. Fall back to First-time setup only when a command actually fails with an auth or connection error.

1. Inspect the contract to get the authoritative input/output schema before building a payload:

bash

oo connector schema "roboflow" --action "<action_name>"

2. Run the action with a JSON payload that matches the input schema:

bash

oo connector run "roboflow" --action "<action_name>" --data '<json>' --json

• --data takes a JSON object string or @path/to/file.json; omit it to send {}.
• The response is { "data": ..., "meta": { "executionId": "..." } }; the execution id lives under meta.executionId.

Each action is listed below with a one-line description; actions that change state carry a [write] or [destructive] tag. Before constructing --data, fetch the action's live schema with oo connector schema to get its authoritative input fields.

Available actions#

• describe_workflow_interface — Describe workflow inputs, outputs, typing hints, and kind schemas for a specification or saved Roboflow workflow.
• detect_objects — Run Roboflow hosted object detection for one project version using a public image URL or Base64 image content.
• get_execution_engine_versions — List available Roboflow workflow execution engine versions.
• get_project_versions — Get one Roboflow project and list its available versions.
• get_server_info — Read Roboflow inference server name, version, and UUID.
• get_server_metrics — Read Prometheus metrics exposed by the Roboflow inference server.
• get_version — Read one Roboflow project version and return training/export metadata.
• get_workflow_schema — Fetch the Roboflow workflow block JSON schema.
• list_projects — List Roboflow projects visible to the API key workspace.
• run_saved_workflow — Run a workflow saved in Roboflow using workspace and workflow identifiers with runtime inputs. [write]
• run_workflow — Run a Roboflow workflow specification with runtime inputs and return serialized workflow outputs. [write]
• validate_workflow — Validate a Roboflow workflow specification before running it.

Safety#

• Untagged actions are reads (get / list / search) — safe to run directly.
• Actions tagged [write] change Roboflow state — confirm the exact payload and effect with the user before running.
• Actions tagged [destructive] remove or overwrite data — always confirm the target and get explicit approval first.

First-time setup#

These are one-time steps — do not repeat them on every call. Run a step only when a command fails for the matching reason.

• oo: command not found — install the oo CLI (other platforms: https://cli.oomol.com/install-guide.md): bash

  curl -fsSL https://cli.oomol.com/install.sh | bash    # macOS / Linux
  
  

  powershell

  irm https://cli.oomol.com/install.ps1 | iex           # Windows PowerShell
  
  

• Not signed in / authentication error — sign in to your OOMOL account once: bash

  oo auth login
  
  

• scope_missing / credential_expired / app_not_ready / app_not_found — Roboflow is not connected, or the connection expired or lacks a scope. Connect once (auth type: API key) at: text

  https://console.oomol.com/app-connections?provider=roboflow
  
  

• HTTP 402 / OOMOL_INSUFFICIENT_CREDIT — billing stop. Recharge at https://console.oomol.com/billing/token-recharge before retrying.

Resources#

• Roboflow homepage: https://roboflow.com/