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webhook-transforms

Turn incoming SMS, meeting events, and social mentions into cited pages in GBrain, a knowledge store. The workflow extracts people and other entities, updates timelines, sanitizes content, and preserves failed payloads for retry.

OriginalShow the original description

Generic framework for converting external events (SMS, meetings, social mentions) into brain-ingestible signals. Define a transform function, register a webhook URL, and incoming events get processed through the brain pipeline.

See how to install

Good for

  • Save SMS events to a sender’s timeline
  • Route completed meetings to meeting ingestion
  • Record social mentions with source links
  • Preserve failed event payloads for investigation

Files included (1)

  • SKILL.md3.0 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Webhook Transforms

Contract

This skill guarantees:

  • External events are transformed into brain pages with proper citations
  • Raw payloads are preserved (dead-letter queue if transform fails)
  • Entity extraction runs on every transformed event
  • Input sanitization: no raw HTML/script passes to brain pages
  • Error handling: transform failure logs raw payload, retries once

Phases

  1. Define transform. Map event schema to brain page format:

    • Input: raw webhook payload (JSON)
    • Output: brain page content (markdown) + metadata (slug, type, citations)
    • Must sanitize: strip HTML tags, escape script content
  2. Register webhook URL. Provide the external service with the webhook endpoint.

  3. On event received:

    • Parse payload
    • Run transform function
    • Write brain page via gbrain put
    • Extract entities, run enrichment
    • Add timeline entries to mentioned entities
    • Sync: gbrain sync
  4. Error handling:

    • If transform throws: log raw payload to _dead-letter/{timestamp}.md
    • Surface error type to agent
    • Retry once
    • Don't lose events

Example Transforms

SMS Received

Input: {from: "+1555...", body: "Meeting moved to 3pm", timestamp: "..."}
Output: Timeline entry on sender's brain page + task update if action item detected

Meeting Completed

Input: {title: "Weekly sync", attendees: [...], transcript: "...", summary: "..."}
Output: Delegate to meeting-ingestion skill

Social Mention

Input: {platform: "twitter", author: "@handle", text: "...", url: "..."}
Output: Brain page in media/ + entity extraction + backlinks

Output Format

Event transformed and written to brain. Report: "Webhook: {event_type} from {source} → {brain_page_path}"

When it fails

Follow the agent operator protocol for any gbrain error code, exit code, [AGENT] block or notice block. Specific to this skill:

  • A transformed write returns write_pending (exit 10): the event is accepted; record the request id and poll it, never replay the event under a new id.
  • source_binding_required / insufficient_scope: the webhook's token cannot write that source; tell the user which grant the brain host's operator must add.
  • A malformed payload: reject it with the parse error and log it; do not write a partial page.

Anti-Patterns

  • Passing raw HTML/script to brain pages (XSS risk)
  • Silently dropping events when transform fails (use dead-letter queue)
  • Processing webhooks without entity extraction
  • Not sanitizing external input before brain writes

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