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The Workshop · 14

GTM Skill Library

A reusable harness that packages recurring go-to-market operations. Enrichment, campaign setup, reply classification, domain provisioning. As parameterized skills invoked by trigger phrase.

CLI Reusable tooling API docs
80%
verified enrichment hit rate on a real cohort (56 of 70)
6+
packaged operations: enrichment, campaigns, replies, domains…
0
pipelines rebuilt from scratch per new client

The problem

Rebuilding the same go-to-market pipelines for every new client was the bottleneck. The work was recurring. Enrich a list, set up a campaign, classify replies, provision domains. But each rebuild relearned the same API quirks and lost the same hours.

What I built

A library of documented, parameterized skills with uniform interfaces, invoked by trigger phrase. Governance over work that's usually ad hoc, so recurring operations run the same way every time. Each one carries a reference file capturing the hard-won details. The header a certain provider silently requires, the field that has to be an array not a string, the auth scheme that isn't what the docs imply. So the next run doesn't rediscover them the hard way.

The result

  • Enrichment verified at an 80% hit rate on a real cohort (56 of 70).
  • Spinning up a new client's execution became cheap. Reuse instead of rebuild.
  • The captured API quirks turned recurring pain into a one-time cost.