The orchestrator at the center of the substrate — routing work across every agent,
running parallel review swarms, and keeping a ledger of what actually shipped.

A continuous loop that routes work, measures with parallel swarms and visual eval, learns, ratifies with discipline, and ledgers through native visuals that compound.
Scroll the loop. See the intelligence move.
Every task classified. Evidence, not guesswork. The three new classes (agentic-composer-long, visual-synthesis, parallel-harness-measure) are now first-class citizens.


Grok explore/plan/best-of-n/check-work + gstack + Visual Eval. Every model-lane receipt now ships a native visual artifact. This is the cost/perf + parallelism advantage made visible.
Subagents re-derive the table. A1/A2 discipline enforced. Visuals (heatmaps, palace cards, motion loops) become first-class atoms in the vault and the public surface.

The Queen never works alone. Subagent swarms (Grok-native parallelism) execute MEASURE and LEARN concurrently while the Visual Composition Layer turns every tick into a permanent, attested artifact.
Images and motion are no longer side effects. They are the memory, the ledger, the research surface, and the public face of the system.
/starlight-queen ledger --visual • deep standalone narrative • skill definition in skills/vision/queen-swarms-visual.md