A bench of specialist agents

Named experts that accumulate months of domain expertise — summoned on demand.

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Without memory

Every “DB expert” agent you spawn today is exactly as expert as its system prompt. It has no scar tissue: it hasn’t seen your schemas evolve, doesn’t remember the migration that went sideways, and can’t know that your staging replica lies.

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With Rekall

Build a stable of named specialist husks — DB expert, security reviewer, perf analyst — that accumulate real expertise with every task. The constellation graph tracks who knows what, so work routes to the specialist with the actual context.

How it works

Name your specialists

Each husk owns a domain. Every task it completes deepens its expertise profile in the constellation graph.

Expertise is queryable

HAS_EXPERTISE edges record demonstrated skill — not claimed skill — so routing is based on track record.

Summon, don’t spawn

When a migration needs review, you summon the DB husk that has watched your schemas for six months — not a fresh prompt cosplaying one.

See it in action

Route to the scar tissue

> who should review this schema migration?

MATCH (a:Agent)-[e:HAS_EXPERTISE]->(d:Domain)
WHERE d.name = 'postgres-migrations'

→ husk_dbops: 47 tasks, 0.94 success
  knows: your partitioning scheme, the Feb
  rollback, why staging replica lag lies to you
→ delegating via A2A: message/send → husk_dbops