MONARKFleetNarabiUkemiBellit abstains so DeFi can act.
fleet · register

Eleven smart pieces. Four built, seven on the roadmap.

The first vertical is built and served piece by piece and composed on the gate path. Every future act plugs into the same gate; every future sensor attests into the same contract. A status word comes from the register, never from this page.

How each built agent is served

Shōgen sensorbuilt

Attested perception — an attested price testimony.

served through the MCP gate: its attested testimony's residual is carried into the verdict, replayed by an integration test

Hikae gatebuilt

Coverage-controlled inference — the gate itself.

the served gate itself: each reading is conformed into a coverage region then decided, replayed on the real wire, on the bring-your-own loop, and on the stable-run class by integration tests; its demonstration class runs on a committed synthetic calibration, a plumbing fixture, not a measured predictor

Ukemi actbuilt

Liquidation coverage, gated.

feeds the served gate through the cascade tool, a transitional tool, to be replaced; it abstains by construction, and the gate serves an upper bound on the liquidable amount for the committed stratum of its liquidation class, calibrated on one recorded episode, while the other strata abstain; both legs replayed by integration tests

On the served gate today: where a stratum's calibration is committed, the gate serves a conformal upper bound on the liquidable amount; on every other stratum it abstains (under_calib).

Narabi sensorbuilt

Narabi senses redemption-run velocity from the attested onchain flow; its adaptive quantile tracker publishes a replayable daily timeline.

a daily published timeline parsed by the site from the published files (its committed capture keeps each line's endpoint count only), and its attested flow carried into the served gate, both replayed by integration tests

committed capture of 2026-09-24: last published window 2026-09-23 · tracker step 6 · reading the files as served now…

An agent is built only when its output is consumed by a served path and that path is replayed by a non-LLM integration test. A component whose only consumer is a unit test, a fixture or a demo stays upcoming, whatever the state of its code. Hikae and Ukemi engines complete; interface frozen.

the built panels · how it works, how it is built, honest limits, frozen contract

Shōgen

built

Attested perception — an attested price testimony.

Hikae

built

Coverage-controlled inference — the gate itself.

Ukemi

built

Liquidation coverage, gated.

Narabi

built

Redemption-run velocity from the attested onchain flow — a replayable daily timeline.

upcoming · named, not delivered · one sentence each, no date, no segment, no metric

Mokugeki

upcoming

Mokugeki attests the facts it extracts from a document or an event, without adding sentiment or interpretation.

Kaihi

upcoming

Kaihi exits a liquidity range — minting or burning it — ahead of toxic order flow.

Kessai

upcoming

Kessai routes a swap to a venue and issues a settlement receipt for the execution.

Kamae

upcoming

Kamae quotes both sides of a market from inventory, and stays silent when told to abstain.

Kyokusen

upcoming

Kyokusen fits a yield curve across maturities and gates rollovers and looped positions against it.

Koyomi

upcoming

Koyomi flattens leveraged exposure ahead of a recurring weekend trading-window closure.

Genkan

upcoming

Genkan is the point every transfer, swap, or signature passes through first, returning a commit, defer, or abstain decision along with the remaining budget.

Applications are listed on the applications page, off the agent count above. MONARK Bell is built on its own served path. The five upcoming applications are each cleared by the shared gate.