Use the Tilebox CLI for datasets, workflows, docs search, automations, parallel task runners. Use when a task involves tilebox commands. How to handle authentication, JSON output, agent-context schemas, pagination, installation, or upgrades.
Manage Tilebox datasets with the tilebox CLI. Use when creating datasets, designing or updating schemas, documenting datasets, managing collections, querying and filtering datapoints, or generating dataset types.
Manages Tilebox workflow jobs with the tilebox job CLI. Use when submitting jobs, listing jobs, inspecting state, listing clusters, creating clusters, waiting for job completion, reading job logs/spans, retrying failed work, or canceling jobs.
Works with Tilebox workflow automations using the tilebox CLI. Use when listing or inspecting automations, checking storage locations, or submitting one-off cron/storage automation task triggers.
Guides writing Python Tilebox workflow code: task classes, task graphs, dataset queries, storage clients, caches, progress labels, logging, tracing, retries, dependencies, runners, and job submission. Use when creating or modifying Tilebox workflow source code.
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Skills to help AI coding agents work effectively with Tilebox APIs, workflows, and the tilebox CLI.
Skills follow the Agent Skills format. Each skill is a directory containing a SKILL.md file with skill metadata and instructions.
Install these agent skills with the standalone skills installer, then start a new agent thread so skills are discovered.
npx skills add tilebox/skills
Add this repository as a Claude Code plugin marketplace, then install the Tilebox plugin.
/plugin marketplace add tilebox/skills
/plugin install tilebox@tilebox-skills
| Skill | Purpose | When to Use |
|---|---|---|
using-tilebox-cli | General tilebox CLI usage, authentication, JSON output with jq, agent context, docs search, pagination, install, and upgrade guidance | Any task that uses the Tilebox CLI or needs command/output schema discovery |
| Skill | Purpose | When to Use |
|---|---|---|
managing-tilebox-datasets | Manage datasets with tilebox dataset: schema design, create/update, markdown docs, collections, datapoint query/find, and generated types | Any task involving Tilebox dataset creation, schema changes, collection management, documentation, or datapoint access |
| Skill | Purpose | When to Use |
|---|---|---|
managing-tilebox-jobs | Manage workflow jobs with tilebox job: submit, list, inspect, wait, logs, spans, retry, and cancel | Any task involving workflow job operations, debugging, or root task submission |
writing-tilebox-workflows | Write Python Tilebox workflow code: task classes, task graphs, dataset queries, storage clients, caches, progress labels, logging, tracing, retries, dependencies, runners, and job submission | Any task creating or modifying Tilebox workflow source code |
working-with-tilebox-automations | Work with workflow automations: list, inspect, storage locations, and one-off cron/storage trigger submissions | Any task involving Tilebox automations, automation triggers, or CronTask / StorageEventTask submissions |
| You Say | Skill Used |
|---|---|
| "Use the Tilebox CLI to list datasets" | using-tilebox-cli |
"Find the output schema for tilebox job list" | using-tilebox-cli |
| "Extract Tilebox CLI JSON fields with jq" | using-tilebox-cli |
| "Create a Tilebox dataset schema" | managing-tilebox-datasets |
| "Update a dataset description or schema" | managing-tilebox-datasets |
| "Query datapoints from a dataset" | managing-tilebox-datasets |
| "Submit a workflow job from the CLI" | managing-tilebox-jobs |
| "Check why this Tilebox job failed" | managing-tilebox-jobs |
| "Get logs and spans for this workflow job" | managing-tilebox-jobs |
| "Retry failed tasks for this job" | managing-tilebox-jobs |
| "Write a Python Tilebox workflow" | writing-tilebox-workflows |
| "Add progress labels and structured logs to workflow tasks" | writing-tilebox-workflows |
| "Design a Tilebox task graph with subtasks and dependencies" | writing-tilebox-workflows |
| "List workflow automations" | working-with-tilebox-automations |
| "Submit a CronTask or StorageEventTask once" | working-with-tilebox-automations |
| "Find automation storage locations" | working-with-tilebox-automations |
tilebox-skills/
├── .claude-plugin/
│ └── marketplace.json
├── AGENTS.md
├── README.md
└── skills/
├── core/
│ └── using-tilebox-cli/
│ └── SKILL.md
├── datasets/
│ └── managing-tilebox-datasets/
│ └── SKILL.md
└── workflows/
├── managing-tilebox-jobs/
│ └── SKILL.md
├── writing-tilebox-workflows/
│ └── SKILL.md
└── working-with-tilebox-automations/
└── SKILL.md
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