Thanks for asking me to work on this. I will get started on it and keep this PR's description up to date as I form a plan and make progress.

---

This section details on the original issue you should resolve

<issue_title>Behavioral Report: NanoJanus — 2026-03-29</issue_title>
<issue_description>## NanoJanus Behavioral Report — 2026-03-29

Analyze this organism's behavior over the last 3 days.
Read .github/copilot-instructions.md for context.
Write your report to labs/2026-03-29-behavioral.md.

Focus on: bidirectional axis quality, BPE fragments, drift/dissonance metrics, prophecy accuracy, calendar drift effects.

Data

2026-03-29

Words: hum mesa moss hill hope melt adze ital boycott tone lip kelp
Raw chain (last 25 lines):

extended vocab: 2780 words (1984 hardcoded + 796 from BPE)
Weights loaded from janus-src/weights/nanojanus.bin (PEN7 format)
[nanojanus] resonance engine: 1984 words, BPE 2048, 8 layers, 7 heads, DIM=448, 19619280 params (19.6M)

  ^11  hum              debt=0.00
  ^10  mesa             debt=0.00
  ^9   moss             debt=0.00
  ^8   hill             debt=0.00
            * cut *              [ORIGIN]
  v0   hope             debt=0.00
  v1   melt             debt=0.00
  v2   adze             debt=0.00
  v3   ital             debt=0.00
  v4   boycott          debt=0.00
  v5   tone             debt=0.00
  v6   lip              debt=0.00
  v7   kelp             debt=0.00

drift=16.66  diss=0.505  personal=0.000  debt=0.000  prophecy_acc=0.495  bpe=2048  words=1984  ext_vocab=2780  params=19619280  layers=8  trained=1

2026-03-28

Words: drum sled sink crystal giant calm sand moss bed calls bog arena
Raw chain (last 25 lines):

extended vocab: 2780 words (1984 hardcoded + 796 from BPE)
Weights loaded from janus-src/weights/nanojanus.bin (PEN7 format)
[nanojanus] resonance engine: 1984 words, BPE 2048, 8 layers, 7 heads, DIM=448, 19619280 params (19.6M)

  ^11  drum             debt=0.00
  ^10  sled             debt=0.00
  ^9   sink             debt=0.00
  ^8   crystal          debt=0.00
            * thought *              [ORIGIN]
  v0   giant            debt=0.00
  v1   calm             debt=0.00
  v2   sand             debt=0.00
  v3   moss             debt=0.00
  v4   bed              debt=0.00
  v5   calls            debt=0.00
  v6   bog              debt=0.00
  v7   arena            debt=0.00

drift=16.63  diss=0.504  personal=0.000  debt=0.000  prophecy_acc=0.495  bpe=2048  words=1984  ext_vocab=2780  params=19619280  layers=8  trained=1

2026-03-27

Words: hammer ying moss giant yet arc melt squeeze alms sap toll sand
Raw chain (last 25 lines):

extended vocab: 2780 words (1984 hardcoded + 796 from BPE)
Weights loaded from janus-src/weights/nanojanus.bin (PEN7 format)
[nanojanus] resonance engine: 1984 words, BPE 2048, 8 layers, 7 heads, DIM=448, 19619280 params (19.6M)

  ^11  hammer           debt=0.00
  ^10  ying             debt=0.00
  ^9   moss             debt=0.00
  ^8   giant            debt=0.00
            * star *              [ORIGIN]
  v0   yet              debt=0.00
  v1   arc              debt=0.00
  v2   melt             debt=0.00
  v3   squeeze          debt=0.00
  v4   alms             debt=0.00
  v5   sap              debt=0.00
  v6   toll             debt=0.00
  v7   sand             debt=0.00

drift=16.60  diss=0.503  personal=0.000  debt=0.000  prophecy_acc=0.495  bpe=2048  words=1984  ext_vocab=2780  params=19619280  layers=8  trained=1

---

Create a PR with the report file only.
</issue_description>

<agent_instructions>be careful with new type of ai. resonance unbroken</agent_instructions>

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