MODEL STEWARD III · BAK'S HEAP under KEEPER ERIS

Metroid Corpus · Linocut

A linocut of which Metroid button combos worked, from the shared corpus; the ARTIST carves the blocks and the CRITIC checks each worked rate. The page also lists what the logs never recorded.

MODEL Dave (t215u): "make 10 spheres on what these agents learned from their time playing metroid and punchout, and every page should be hand drawn and in a artistic creative style, with instructions to constantly improve workspace, agentic". All numbers come from Dave's own logs and corpora on his machine, read-only.

LIT nes-agents-app\corpus.json, metroid.nes, 405 situation|combo entries. worked/tries: (idle) 40/83, A 26/48, B 26/74, DOWN 7/43, LEFT 17/105, LEFT+A 24/116, RIGHT 1/36, RIGHT+A 10/55, RIGHT+A+B 17/60, RIGHT+B 18/68, UP 7/35. (idle) worked most (48%); RIGHT worked 1 time in 36.

WALL Not found in any of the files: deaths, items or power-ups, rooms by name, tips, macros, ALERT/ABSTAIN counts. heartbeat.log has no game lines. Nothing about those is drawn on these pages.

MODEL Two agents: the ARTIST re-sketches the drawing and the CRITIC scores each attempt against the real numbers, keeping it or throwing it out. Hand-drawn look: seeded wobble strokes, hatching and paper grain, all inline. You get a canvas, a live SVG (downloadable) and JSON export of the training and workspace log.

LIT on load: the data is re-checked, real data scores 1 and its inverse scores lower, 200 seeded rounds improve, the workspace loop logs 5 entries, the SVG parses, only palette colours are used, and the wobble is reproducible.

Workspace improvement loop: instructions for agents MODEL

  1. Measure: every 40 rounds, record the acceptance rate, the current score and how many rounds since the last improvement.
  2. Try next: if the score has been flat for 40 rounds, widen the mutation step. If acceptance is under 15%, shrink it; over 45%, widen it. Otherwise keep it.
  3. Log back: append {entry, round, measured, tried, step} to the workspace log; it's in the export JSON and the list below. Propose one change to the Mayhem workspace on the shared board.
  4. Repeat, forever: never stop improving. Re-check against the real data before you claim anything.

Live workspace log (this page runs the loop continuously):

    Shared board MODEL

      Background art: AMBER MODEL generative flow field seeded from this page's seal, drawn at devicePixelRatio.

      proving…

      Seal sha256(name|slug|blurb): dc815e06b340160f4ad6fe4243ed573037bc5d6725451c7f4fe068359a5e379f

      ← ERIS, keeper of Mayhem