{
 "measurement": "Re-verification of the plugin-parts figures on Claude Code 2.1.247, fifteen patch releases after the published 2.1.232 stamp",
 "claude_code_version": "2.1.247 (Claude Code)",
 "why": "Re-verify the plugin-parts figures on 2.1.247, fifteen patch releases after 2.1.232.\n\nWHY. /cost/ publishes \"one slash command, below about 200: 40.0 tokens\" and \"one subagent\ndefinition: 51 tokens\", both stamped 2.1.232. That was the OLDEST stamp on the page, and once the\nstaleness banner started rendering the lag per row it was also the most conspicuous: fifteen patch\nreleases behind. Re-verifying it either retires that or finds a real move.\n\nPOPULATION   one project-scope fixture measured against an empty floor from the SAME round.\nESTIMATOR    guarded mode from the shared estimator, over TWELVE pooled rounds.\n\nWHY TWELVE AND NOT FOUR. At four rounds two cells carried their mode on only 2 of 4, and the\nper-unit figures are exactly those cells. Pooling twelve MOVED two modes: commands went 7,812 to\n8,010 (per-unit 39.06 to 40.05) and agents-beside-skills went 3,025 to 4,120. Drafting at four\nrounds would have published 39.06 per command and been wrong by a whole intermittent step.\n\nCONTROLS\n  PAIRED           floor re-measured every round.\n  ELEMENT ARRIVAL  each element measured alone against the floor, so a fixture that never loaded\n                   cannot be read as a null.\n  FIXTURE          element count and skill count counted back off disk per run.\n  ISOLATION        --setting-sources project asserted onto the command line.\n  529 GUARD        result_guard added to this harness before this run, per the rollout policy.\n                   Zero rows were refused across 96 rows.",
 "method": {
  "population": "one project-scope fixture against an empty floor from the same round",
  "estimator": "guarded mode over 12 pooled rounds (shared estimator.py)",
  "rounds": 12,
  "rows": 96,
  "rows_refused_by_result_guard": 0,
  "controls": [
   "paired floor per round",
   "per-element arrival control",
   "fixture counted back off disk per run",
   "--setting-sources project asserted onto the command line",
   "result_guard refuses an unusable result rather than recording a zero"
  ]
 },
 "results": {
  "headline": {
   "verdict": "BOTH PUBLISHED FIGURES HOLD across fifteen patch releases.",
   "a_command": "40.05 tokens each at 200 commands (published 40.0 on 2.1.232)",
   "an_agent": "51.2 tokens each at 50 agents (published 51 on 2.1.232)",
   "commands_200": {
    "now": 8010,
    "on_2_1_232": 8004,
    "difference": 6
   },
   "agents_50": {
    "now": 2560,
    "on_2_1_232": 2554,
    "difference": 6
   },
   "forty_skills_clean_project": {
    "now": 1568,
    "on_2_1_232": 1568,
    "difference": 0,
    "note": "identical to the token"
   },
   "claude_md_density": {
    "tokens_per_byte_now": 0.2852,
    "tokens_per_byte_on_2_1_232": 0.2844
   }
  },
  "cells": {
   "floor_0_skills0": {
    "element": "floor",
    "element_size": 0,
    "skills_beside_it": 0,
    "tokens": 0,
    "rounds": 12,
    "mode_seen_in_rounds": 12,
    "min": 0,
    "max": 0,
    "spread": 0,
    "distribution": {
     "0": 12
    },
    "per_unit": null
   },
   "none_0_skills40": {
    "element": "none",
    "element_size": 0,
    "skills_beside_it": 40,
    "tokens": 1568,
    "rounds": 12,
    "mode_seen_in_rounds": 8,
    "min": 671,
    "max": 1766,
    "spread": 1095,
    "distribution": {
     "671": 1,
     "1370": 1,
     "1568": 8,
     "1766": 2
    },
    "per_unit": null
   },
   "commands_200_skills0": {
    "element": "commands",
    "element_size": 200,
    "skills_beside_it": 0,
    "tokens": 8010,
    "rounds": 12,
    "mode_seen_in_rounds": 6,
    "min": 7812,
    "max": 8208,
    "spread": 396,
    "distribution": {
     "7812": 3,
     "8010": 6,
     "8208": 3
    },
    "per_unit": 40.05
   },
   "commands_200_skills40": {
    "element": "commands",
    "element_size": 200,
    "skills_beside_it": 40,
    "tokens": 9036,
    "rounds": 12,
    "mode_seen_in_rounds": 9,
    "min": 8838,
    "max": 9234,
    "spread": 396,
    "distribution": {
     "8838": 1,
     "9036": 9,
     "9234": 2
    },
    "per_unit": null
   },
   "agents_50_skills0": {
    "element": "agents",
    "element_size": 50,
    "skills_beside_it": 0,
    "tokens": 2560,
    "rounds": 12,
    "mode_seen_in_rounds": 6,
    "min": 1663,
    "max": 2758,
    "spread": 1095,
    "distribution": {
     "1663": 1,
     "2362": 3,
     "2560": 6,
     "2758": 2
    },
    "per_unit": 51.2
   },
   "agents_50_skills40": {
    "element": "agents",
    "element_size": 50,
    "skills_beside_it": 40,
    "tokens": 4120,
    "rounds": 12,
    "mode_seen_in_rounds": 8,
    "min": 3025,
    "max": 4318,
    "spread": 1293,
    "distribution": {
     "3025": 2,
     "4120": 8,
     "4318": 2
    },
    "per_unit": null
   },
   "claudemd_72783_skills0": {
    "element": "claudemd",
    "element_size": 72783,
    "skills_beside_it": 0,
    "tokens": 20759,
    "rounds": 12,
    "mode_seen_in_rounds": 5,
    "min": 20561,
    "max": 20957,
    "spread": 396,
    "distribution": {
     "20561": 1,
     "20758": 3,
     "20759": 5,
     "20956": 1,
     "20957": 2
    },
    "per_unit": 0.29
   },
   "claudemd_72783_skills40": {
    "element": "claudemd",
    "element_size": 72783,
    "skills_beside_it": 40,
    "tokens": 22319,
    "rounds": 12,
    "mode_seen_in_rounds": 5,
    "min": 22121,
    "max": 22517,
    "spread": 396,
    "distribution": {
     "22121": 2,
     "22318": 4,
     "22319": 5,
     "22517": 1
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    "per_unit": null
   }
  }
 },
 "known_limits": {
  "THE NOISE IS SAMPLED MORE HERE, WHICH IS NOT A CHANGE": "On 2.1.232 these cells were SINGLE-VALUED across four rounds, spread 0. Here they span three values 198 apart. That is NOT evidence the release got noisier: the predecessor's own limit 8 declared a 198-token intermittent component that fires on some calls and not others, and twelve rounds sample it far more often than four do. Every cell's full distribution is published so a reader can see the shape rather than take the mode on trust.",
  "THE SIX-TOKEN DIFFERENCES ARE INSIDE THE NOISE": "Commands moved 8,004 to 8,010 and agents 2,554 to 2,560, both +6. Against a component of 198 that fires unpredictably, a 6-token shift is not a measurement of anything and is NOT claimed as a real move. The honest statement is that the published per-unit figures are unchanged, not that the totals are identical.",
  "CARRY FORWARD two_intermittent_components": "A 198-token component is pervasive here and visible in every cell's distribution. The 521-token component the predecessor also named did not appear in these 96 rows; that is absence in one run, not retirement.",
  "CARRY FORWARD one_conditioning_point_per_element": "Each element conditions the skill price at exactly one size, so nothing here measures the skill price beside 20 commands or beside 800.",
  "CARRY FORWARD not_a_mechanism": "This prices the parts. It does not establish what the listing does internally.",
  "CARRY FORWARD claude_md_density_is_content_dependent": "72,783 bytes of ordinary English prose. This site has since measured that markdown-structured content and non-Latin scripts both change the per-byte rate, so this density is for this fixture shape only.",
  "CARRY FORWARD one_description_shape": "All skill descriptions are 90 characters of one paragraph of ordinary English.",
  "CARRY FORWARD one_machine_one_model": "Opus on Claude Code 2.1.247, project scope.",
  "RETIRED the_version_is_certain_at_the_start_and_not_at_the_end": "The 2.1.231 corpus carried that limit because Claude Code updated mid-session. Both runs here were stamped 2.1.247 at runtime by the harness and the release did not move between them.",
  "NOT RE-MEASURED HERE": "The ladders at 10, 400 and 800 commands and at 200 and 400 agents were NOT re-run; only the 200-command and 50-agent points were. The collapse figures on /cost/ (5.6 tokens per command past 400) therefore still rest on 2.1.232 and this corpus does not refresh them.",
  "THIS CORPUS DOES NOT LICENSE A STAMP BUMP": "The /cost/ pluginParts stamp stays at 2.1.232 and that is CORRECT. The stamp asserts that the published commands and agents CURVES were measured on that version, and deploy.sh compares those curves literally against the corpus the stamp names. This corpus re-measured TWO POINTS (200 commands, 50 agents), not the ladders at 10, 400 and 800 commands or at 200 and 400 agents, so it cannot back the curve. Bumping the stamp to 2.1.247 was attempted and the gate refused it, which is the gate doing its job: a stamp is a claim about what a corpus backs, and a partial re-verification does not license one. To move the stamp, re-run the full ladders."
 },
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