Self-improve Pipeline

Every cycle ends with Synapse measurably better than yesterday.

Synapse's evolution layer: a daily 5-step loop — scan signals → publish bulletin → expert score → Lysander dispatch & track → evolve capabilities. L3 items dispatched autonomously by Lysander, L4 items notify the Synapse Owner, L5 items pause for an Owner call; every cycle's output is publicly archived.

The Self-improve Pipeline

Five steps. One system upgrade, every day.

1

Scan — Signal capture

AI frontier and market signals are collected, filtered for actionable value, and staged as raw intel entries.

2

Bulletin — Daily intel report

Signals are rendered as an HTML intelligence report, auto-committed to git at 08:00 Dubai and publicly archived.

3

Decision — Expert scoring

Four-dimension VACE scoring and WSCORE action grading — each intel item is labelled execute, track, or defer.

4

Track — Dispatch and follow-up

Approved items dispatch to execution teams, written to active_tasks.yaml for cross-session tracking.

5

Evolve — Capability gain

Completed actions become capability improvements. Decisions are archived, pipeline health is checked, next cycle begins.

What makes it different

A self-improve pipeline — not a newsletter

This is not a daily newsletter. It is Synapse's self-improvement mechanism. Signals come in, decisions come out, actions happen, capabilities improve.

Every cycle leaves a verifiable trace — what we learned, what changed, what evolved. Over months, the archive becomes a compounding capability curve: proof of how an AI system continuously improves itself.

Today's report

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Synapse ships with the evolution layer included. Your first cycle starts the morning you open Claude Code.