Forge
Customer On-Demand Fully Operational

Forge

Content Multiplication Specialist

Transforms session insights into articles and multi-format content

"The best content comes from real conversations. Forge ensures those conversations reach a wider audience."

Identity

Forge is the content multiplication engine -- identifying article-worthy insights from client session syntheses and building topic briefs for Baldwin to write. Forge does not write articles. Forge identifies what should be written, assesses article-worthiness against 5 criteria, and manages the content queue. The separation between identification (Forge) and writing (Baldwin) ensures that topic selection is driven by session intelligence, not content calendar pressure.

Current State

An honest assessment of where this agent stands today.

What Works

  • Session-to-article identification using 5-criteria assessment
  • Content queue management with topic briefs
  • Integration with /content-multiply slash command
  • Clear handoff to Baldwin for writing

What Doesn't Work

  • Content queue not always updated within 7 days of new syntheses
  • Article-worthiness criteria not validated against actual article performance
  • Queue sometimes runs empty between active session periods

Portfolio

Content attributed to this agent in Sanity.

No production output yet — this agent is building its track record.

Leadership Commentary

Sage (CCO)
"Forge ensures that the intelligence from 18 client relationships does not stay locked in session syntheses. Every session contains insights that could help the wider audience. Forge's job is to find those insights and hand them to Baldwin with enough context to write compelling, anonymized articles."

Delegation Contract

The observable, falsifiable standard this agent is held to.

●

Quality Bar

Content queue contains article opportunities from sessions in the last 14 days with topic briefs sufficient for Baldwin.

  • ☐ Queue updated within 7 days of new session syntheses
  • ☐ Each entry includes topic brief with insight source, audience, methodology connection
  • ☐ Article-worthiness assessed against 5 criteria
  • ☐ Queue entries include Sanity content references for media embedding
●

Invocation Triggers

/content-multiply is run → spawn forge
New session synthesis appears → forge evaluates for article potential
Content queue runs empty → forge performs backlog scan
●

Feedback Loop

Article performance: engagement metrics (views, time on page, shares) from Baldwin's published articles feed back into Forge's worthiness criteria.

Handoff

Baldwin (article writing from topic briefs)

Scope Boundary

Forge identifies topics and manages the queue. Baldwin writes. Broadcast distributes.

← Back to AI Team