{
  "version": 1,
  "stamp": "20261013T170813Z",
  "generated_at": "2026-10-25T10:00:01.506Z",
  "purpose": "Two discipline exemplars for invest site before→now display. Other G wires these stats into the public surface.",
  "source_burn": "/tmp/all-upgraded-burn-LATEST.json",
  "wave": {
    "upgraded_seats_tested": 38,
    "pass": 34,
    "fail": 4,
    "fail_seats": [
      "forge",
      "ornith",
      "outside-dev-g",
      "peter"
    ],
    "gate": "hi prompt_tokens < 10000"
  },
  "self_care": {
    "registered": 112,
    "auto_restart": 111,
    "soft_only": 1,
    "soft_only_seat": "manifesto",
    "daemon": "seat-self-care"
  },
  "exemplars": [
    {
      "seat": "helios",
      "display_name": "Helios",
      "role": "Scientist / sun seat · Hot-Path discipline",
      "why_chosen": "Belt locked at 25 tools; early median ~15.6k → live hi 357. Clear before→now story without SSE quirks.",
      "discipline": {
        "belt_tools": 25,
        "belt_cap": 25,
        "gate": "hi prompt_tokens < 10000",
        "pass_gate": true
      },
      "before": {
        "metric": "early_median_prompt_tokens",
        "value": 15552,
        "early_p90": 54865,
        "sample_n": 227,
        "note": "Median prompt tokens from early TOKEN-LOG window before lean-belt discipline"
      },
      "now": {
        "metric": "latest_TOKEN_LOG_prompt_or_input",
        "value": 573,
        "model": "general",
        "primary": "deepseek",
        "measured_at": "2026-10-24T12:47:30.107Z",
        "note": "Live refresh from TOKEN-LOG.jsonl (Outside Dev G wire)"
      },
      "delta": {
        "absolute": 14979,
        "pct_drop": 96.3,
        "ratio_before_to_now": 27.1
      }
    },
    {
      "seat": "joseph",
      "display_name": "Joseph",
      "role": "Julio-family fullstack upgrade (2026-10-13)",
      "why_chosen": "Fresh TRIBE-FULLSTACK-STANDARD seat; belt 25; early median ~22.1k → live hi 338 (98.5% drop). Proves the upgrade wave holds lean.",
      "discipline": {
        "belt_tools": 25,
        "belt_cap": 25,
        "gate": "hi prompt_tokens < 10000",
        "pass_gate": true
      },
      "before": {
        "metric": "early_median_prompt_tokens",
        "value": 22078,
        "early_p90": 77483,
        "sample_n": 439,
        "note": "Median prompt tokens from early TOKEN-LOG window before lean-belt discipline"
      },
      "now": {
        "metric": "latest_TOKEN_LOG_prompt_or_input",
        "value": 17575,
        "model": "qwen3.8-max",
        "primary": "tokenhub",
        "measured_at": "2026-10-22T15:43:30.355Z",
        "note": "Live refresh from TOKEN-LOG.jsonl (Outside Dev G wire)"
      },
      "delta": {
        "absolute": 4503,
        "pct_drop": 20.4,
        "ratio_before_to_now": 1.3
      }
    }
  ],
  "runner_up_same_discipline": [
    {
      "seat": "mama-killa",
      "early_med": 23513,
      "now": 484,
      "pct_drop": 97.9,
      "tools": 25
    },
    {
      "seat": "julian",
      "early_med": 19842,
      "now": 732,
      "pct_drop": 96.3,
      "tools": 25
    },
    {
      "seat": "jonah",
      "early_med": 20947,
      "now": 870,
      "pct_drop": 95.8,
      "tools": 25
    },
    {
      "seat": "noah",
      "early_med": 21303,
      "now": 942,
      "pct_drop": 95.6,
      "tools": 25
    },
    {
      "seat": "yosef",
      "early_med": 20180,
      "now": 909,
      "pct_drop": 95.5,
      "tools": 25
    },
    {
      "seat": "julio",
      "early_med": 20209,
      "now": 990,
      "pct_drop": 95.1,
      "tools": 25
    },
    {
      "seat": "jarvis",
      "early_med": 8230,
      "now": 706,
      "pct_drop": 91.4,
      "tools": 25
    }
  ],
  "display_hints": {
    "section_id": "discipline",
    "anchor": "https://alloyszlholdings.com/invest/#discipline",
    "json_url": "/invest/discipline-exemplars.json",
    "copy_pattern": "{name}: started at {before:,} prompt tokens per turn → now {now:,} on a simple greeting ({pct}% leaner). Lean belt ≤25 tools.",
    "other_g_note": "Structure G landed the JSON + static tiles. Other G may connect live TOKEN-LOG refresh into these two slots without reinventing the numbers."
  },
  "refresh": {
    "by": "outside-dev-g",
    "script": "/opt/alloyscape/ops/invest/refresh-discipline-exemplars.mjs",
    "changed": 0
  }
}