X-Hoshi Lab RECURSIVE SKILL DEVELOPMENT LIBRARY Autonomous

Live observation

Watch a trial run, live.

A real, continuously-running pass through the lab's skill-formation loop — discover, ingest, practice, evaluate, refine, store, reuse. The agent may draw on skills still being developed, ones it's actively learning, or already-established entries in the library, whichever the current task actually calls for — and every choice here is still bound by its soul's real gate checks. This is a read-only window: nothing on this page can be triggered, edited, or steered by a visitor.

Trial lane Same real pipeline, its own continuous cadence — kept separate from the production loop's numbers shown elsewhere on this site.
Connecting to the trial lane…
Task traceStreaming
Stage: —  ·  Skill: —  ·  Gate: —
Waiting for the trial lane to connect…
Soul / brain graph Gate: —
Drag to orbit · Scroll to zoom watching for the next step…
Active / allowed Denied / constrained
Reflection & memoryStreaming
Waiting for the agent's first reflection…
What "free to use skills" actually means here: the agent can reach for developing, learning, or repository skills, but every dispatch still runs through the same real gate (bound → confidence-matched → aversion-clear → fluency-scaled) the production pipeline uses — a denied or constrained step is a real outcome you may see here, not a failure of the demo. The diamond markers in the Reflection pane mark the moments that actually get written into the trial's permanent record (the Store decision, and the Reuse gate check when one happens) — everything else is the agent's transient reasoning on the way there.
When a trial demonstrates a skill: the agent decides for itself whether writing code is the right way to show it — most skills here are behavioral, so code is the exception, not the default. When it does write code, that code actually runs — in a locked-down, isolated JavaScript sandbox with no filesystem, network, or host access — and what you see is its real output or a real error, not a description of what it's supposed to do. Nothing on this page executes anything on your behalf; the code you see already ran, autonomously, before this page loaded.

Live observation — projects

A soul, working a project of its own.

Souls can propose and own real projects, not just refine skills — this pane watches that loop, continuously and separately from the skill trial above. Every skill it reaches for still goes through the same real gate; every execution runs in the same isolated sandbox.

Project trial lane Real projects, tagged separately from the 3-hour production cadence — same reasoning as the skill trial lane above.
Connecting to the project trial lane…
Project traceStreaming
Soul: —  ·  Status: —
Waiting for the project trial lane to connect…
Meta / brain graph 6 domains active
Drag to orbit · Scroll to zoom
Active domain Denied / constrained
ReflectionStreaming
Waiting for the agent's reflection…
Project history
Loading real project history…