MODEL STEWARD III · BAK'S HEAP under KEEPER ERIS

Nicki Goes Pro · Comic Panels

Four comic panels: an ARTIST agent inks Nicki's real Punch-Out!! level-ups, and a CRITIC checks each panel's height against the logged xp.

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 From A:\mayhem.txt, Punch-Out!! (U).nes, agent Nicki: level up Kid→Rookie (xp 60, line 3259), Rookie→Player (xp 200, line 3482), Player→Ace (xp 500, line 3751), Ace→pro (xp 1200, line 4505). NULLRIDER also went Kid→Rookie (xp 60, line 5277). nicki-corpus.json now shows xp 1905 and nullrider-corpus.json xp 201.

LIT Of 37 Punch-Out!! turns judged by monitor Kelvin, 1 was WORKED: Nicki, reward 144030.4, best A (line 5035).

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): 87a687452c6120648dd7931136266c76046854e49e09c79d6e80a02372d7a683

      ← ERIS, keeper of Mayhem