8 agents. 8 lenses. Self-improving.
A convergence loop that runs up to 5 iterations per cycle. Each pass refines perception, tightens protocols, and writes back fixes.
Scanner
Delta detection via watch_changes(). Finds what moved since last cycle.
Analyst
Runs all lenses, persists observations. Protocol-aware perception.
Evaluator
Structural metrics + optional Opus-as-judge quality scoring.
Programmer
Generates perception-rule protocols via meta-reasoning.
Executor
Write-back actions: link, archive, rewrite, merge. Snapshot safety.
Cartographer
Knowledge protocol generation. Maps what your documents know and don't.
MetaAgent
Orchestrates the loop. Convergence detection + cancellation.
OmniQ Lenses
4 perception lenses: Monade, Symbiote, Architect, Empath. Enterprise.
Intelligence built into your workflow.
Two systems that transform how you interact with your knowledge base.
Smart Query
During each cognitive cycle, Seahorse builds super-chunks, Haiku-summarized clusters of related documents. When you query, it retrieves at the super-chunk level first, then drills into source chunks, and compresses everything into a focused briefing.
Write-back Control
Seahorse doesn't just observe. It heals. Link orphans, archive stale docs, rewrite contradictions, merge duplicates. Every action creates a snapshot so you can undo with one click.
Connects to your existing stack.
One API call. Your infrastructure stays exactly the same.
Qdrant
Full scroll, search, watch_changes, and write-back support.
Pinecone
Batched scan, paginated list, serverless-ready.
Weaviate
Cloud + local, v4 SDK, full connector interface.
ChromaDB
Distance-to-score conversion, URL parsing, local or remote.