samin12/evolving-brain-template/skills

Enrich Skill

Enrich person and company pages from external APIs.

Sources

Note: enrichment requires separate API credentials for each service. No client integrations ship in v1. This skill guides the agent to make API calls directly.

Workflow

1. Select target pages. List person or company pages in gbrain.
2. For each page:

• Read the page from gbrain to understand what we already know
• Call external APIs for fresh data
• Store raw API responses in gbrain (put_raw_data) to preserve provenance
• Distill highlights into compiled_truth updates
• Store the updated page in gbrain

1. Validation rules:

• Connection count < 20 on LinkedIn = likely wrong person, skip
• Name mismatch between brain and API = skip, flag for manual review
• Don't overwrite human-written assessments with API boilerplate

Quality Rules

• Raw data goes to gbrain's raw_data store (preserves provenance)
• Only distilled, useful info goes to compiled_truth
• Always add a timeline entry in gbrain: "Enriched from [source] on [date]"
• Don't enrich the same page more than once per week unless requested
• Rate limit: respect API rate limits, use exponential backoff

Tools Used

• Read a page from gbrain (get_page)
• Store/update a page in gbrain (put_page)
• Add a timeline entry in gbrain (add_timeline_entry)
• List pages in gbrain by type (list_pages)
• Store raw API data in gbrain (put_raw_data)
• Retrieve raw data from gbrain (get_raw_data)