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Sequencers tools for Dataspheres AI
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Baseado na classificação ocupacional SOC
Local dev skill for the Dataspheres AI Content API. Wraps /api/v1/ REST endpoints for local-to-production content workflows. Use when the user wants to push pages, generate release notes from git log, list pages, or update content in a datasphere from their local machine.
Full newsletter lifecycle — create, configure all settings (frequency, personalization, AI model, web search, reply threading, plan mode wiring), manage subscribers, attach forms, draft and manage issues, preview personalized letters, enable private chat and email replies, and test in dev.
Drive the Dataspheres AI platform from Claude Code — read conversation history, post messages as the user (via API key), poll for ARI replies, read the Reality Engine debug log, update the plan and outcomes, and control orchestration flow. Use when you need Claude Code to interact with ARI or inspect/modify a running reality session.
Knowledge-graph tools for Dataspheres AI — build typed graphs, relate nodes with VISUAL or executable TASK edges, group into colored container bubbles, auto-detect article hero images, embed graphs in pages, run scheduled searches, and report.
Manage Kanban tasks, plan modes, and project workflows in Dataspheres AI
Skill for producing high-fidelity, interactive blog posts, research reports, and intelligent reports on the Dataspheres AI platform. Drives ARI and ari-dai-skills to use the full tool suite — web search, image generation, YouTube embeds, code blocks, Mermaid diagrams, datasets, live data cards, citations, and SEO metadata — to produce publication-ready interactive pages.
| name | sequencers |
| description | Sequencers tools for Dataspheres AI |
Tool reference for this resource group, mirrored by hand from the platform live
/api/mcp/schemaschema.
Superseded by graphs. Sequencers are the legacy single-template (scheduled web search) automation. The graphs skill is the general successor: a scheduled web search is now a
batch_web_searchTASK edge on a knowledge graph (web_searchnode'squeries[]→ thebatch-web-searchexecutor). These sequencer tools still work, but for anything new — relationships, typed entities, grouping, reporting — use graphs.
create_sequence_v2 — Create SequenceCreates create a new automation sequence. Requires MODERATOR+ role in the datasphere. Required fields: datasphereId (string); name (string); triggerType (string) — must be one of: MANUAL, SCHEDULED, WEBHOOK. Show a preview of the operation and get explicit confirmation from the user before executing.
| Field | Type | Required | Description |
|---|---|---|---|
datasphereId | string | yes | Datasphere ID |
name | string | yes | Sequence name |
triggerType | string | yes | How the sequence is triggered |
create_sequencer — New SequencerCreates a scheduled web search sequencer. Guide:
| Field | Type | Required | Description |
|---|---|---|---|
datasphereUri | string | yes | Datasphere URI |
name | string | yes | Sequencer name |
query | string | yes | Web search query to run on schedule |
schedule | object | yes | Schedule config: {frequency, time?, day?, timezone?} |
maxResults | number | no | Results per run |
runNow | boolean | no | Fire immediately in addition to schedule? |
delete_sequence — Delete SequenceDeletes delete a sequence and all its executions. Requires ADMIN+ role in the datasphere. Required fields: datasphereId (string); sequenceId (string). Show a preview of the operation and get explicit confirmation from the user before executing.
| Field | Type | Required | Description |
|---|---|---|---|
datasphereId | string | yes | Datasphere ID |
sequenceId | string | yes | Sequence ID |
execute_sequence — Execute SequenceCreates trigger manual execution of a sequence. Requires MODERATOR+ role in the datasphere. Required fields: datasphereId (string); sequenceId (string). Show a preview of the operation and get explicit confirmation from the user before executing.
| Field | Type | Required | Description |
|---|---|---|---|
datasphereId | string | yes | Datasphere ID |
sequenceId | string | yes | Sequence ID |
get_sequencer — Sequencer DetailsGets full details for a single sequencer including recent execution history. Use when the user wants to check the status or results of a specific sequencer.
| Field | Type | Required | Description |
|---|---|---|---|
datasphereUri | string | yes | Datasphere URI |
sequencerId | string | yes | Sequencer ID |
list_sequencers — SequencersLists sequencers in a datasphere. Check conversation history first — if dataspheres were already listed, ask which one. Never call list_dataspheres again if already in context.
| Field | Type | Required | Description |
|---|---|---|---|
datasphereUri | string | yes | Datasphere URI |
list_sequences_v2 — List SequencesRetrieves list all automation sequences in a datasphere. Requires PARTICIPANT+ role in the datasphere. Required fields: datasphereId (string).
| Field | Type | Required | Description |
|---|---|---|---|
datasphereId | string | yes | Datasphere ID |
run_sequencer — Run SequencerTriggers an immediate sequencer execution. Guide: 1) Which datasphere? 2) Which sequencer? (list them first). Confirm before triggering.
| Field | Type | Required | Description |
|---|---|---|---|
datasphereUri | string | yes | Datasphere URI |
sequencerId | string | yes | Sequencer ID to trigger |
update_sequencer — Update SequencerPauses, resumes, or updates a sequencer. Guide: list sequencers so user can pick, then ask what to change (pause/resume/update query/rename).
| Field | Type | Required | Description |
|---|---|---|---|
datasphereUri | string | yes | Datasphere URI |
sequencerId | string | yes | Sequencer ID |
status | string | no | Status |
triggerType | string | no | Trigger type |
name | string | no | New name |
query | string | no | New search query |