Webhook Transforms
SkillCommunicationGeneric 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.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Webhook Transforms skill
What this skill tells your AI
The instructions your AI receives, as published by inbrainfun/inbrain in skills/webhook-transforms/SKILL.md and read by ahel’s review.
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
-
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
-
Register webhook URL. Provide the external service with the webhook endpoint.
-
On event received:
- Parse payload
- Run transform function
- Write brain page via
inbrain put - Extract entities, run enrichment
- Add timeline entries to mentioned entities
- Sync:
inbrain sync
-
Error handling:
- If transform throws: log raw payload to
_dead-letter/{timestamp}.md - Surface error type to agent
- Retry once
- Don't lose events
- If transform throws: log raw payload to
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}"
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
Signals
- GitHub stars
- 143
- Forks
- 126
- Last commit
- Jul 2026
Advanced
- Item type
- skill
- Key
webhook-transforms- Source
- github.com/inbrainfun/inbrain