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Design broader discovery and lead-finding from entity graph signals #861

Description

@jeevanpillay

Context

The first real enrichment slice intentionally does not crawl, recommend leads, or discover similar people. It only enriches people explicitly mentioned in user-created signal entity links.

Spec: docs/superpowers/specs/2026-06-07-real-entity-enrichment-producers-design.md
Related PR: #854

Goal

Design broader discovery/lead-finding workflows that can suggest new people or businesses from posts, repo activity, interactions, followers, and similar-profile expansion.

Scope

  • Define product boundaries between enrichment of known signal entities and proactive discovery.
  • Decide data sources: X interactions/posts/followers, GitHub repo activity, org bindings, Exa/web, and future Gmail.
  • Define ranking/evidence model for recommended leads.
  • Define user confirmation/approval UX for lower-confidence recommendations.
  • Define privacy, rate-limit, and provider-access constraints.
  • Keep deterministic provenance so recommendations can explain why a lead surfaced.

Notes

This should not run as an accidental side effect of generic connector calls. It needs an explicit product/workflow trigger and separate controls.

Activity

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