Provider API and Staged Scans

SkillDatabases & data

Lets your agent call raw Gmail, Google Calendar, and HubSpot APIs directly and handle large email searches.

Use Provider API and Staged Scans in Claude, ChatGPT or Ahel Desktop

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Then ask your AI: use the Provider API and Staged Scans skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Provider API and Staged ScansStart free
About this skill

Call raw Gmail, Google Calendar, or HubSpot endpoints through provider-api-catalog / provider-api-docs / provider-api-request, and stage large result sets with stageAs plus query-staged-dataset. Use when a canned Mail action lacks the exact endpoint, filter, pagination, or API version, or when scann

What this skill tells your AI

The instructions your AI receives, as published by builderio/agent-native in templates/mail/.agents/skills/provider-api-scans/SKILL.md and read by ahel’s review.

Rule

Treat provider-specific actions as shortcuts, not capability limits. When the exact Gmail, Google Calendar, or HubSpot endpoint/filter/pagination/API version matters, use provider-api-catalog, provider-api-docs, and provider-api-request against the real provider API.

Staging large scans

For large scans, stage results with stageAs and analyze them with query-staged-dataset (list-staged-datasets / delete-staged-dataset manage the scratch rows). Staging keeps big provider payloads out of the conversation: pass ids, counts, and bounded summaries instead of pasting raw dumps.

What Mail can reach

Mail's catalog resolves to gmail, google_calendar, and hubspot only (MAIL_PROVIDER_API_IDS / listProviderApiIdsForTemplateUse("mail") in server/lib/provider-api.ts). Gong, Pylon, and Apollo are not reachable through provider-api-request in this app — see contacts-and-crm.

Related Skills

  • contacts-and-crm — which CRM providers are agent-reachable in Mail.
  • inbox-reads-and-triage — prefer the canned read actions when they already express the query.

Signals

GitHub stars
7k
Forks
635
Last commit
Oct 2026
Advanced
Item type
skill
Key
provider-api-scans
Source
github.com/builderio/agent-native