outreach-enrich

Installation
SKILL.md

Outreach Enrich

Run the enrich stage for one outreach run, one lead at a time. This is a Ralph per-unit stage: each invocation enriches exactly one lead, then checkpoints and emits a completion sigil so a driver can re-invoke for the next. The unit is one lead because the reasoning is per-lead; cost control comes from stopping the moment the required keys are filled.

Write back through twenty-engine-sync. Never write Twenty directly and never send.

References

Read these first:

  • references/CONTEXT.md
  • references/docs/outreach-operator/run-contract.md
  • references/docs/outreach-operator/tool-map.md
  • references/docs/outreach-operator/control-plane.md

Open when checkpointing to Paperclip or choosing a surface:

Installs
15
GitHub Stars
3
First Seen
Jun 25, 2026
outreach-enrich — bbengamin/skills