{
  "schema_version": 1,
  "generated_by": "scripts/benchmark-compact-content-variants.cjs",
  "tokenizer": {
    "name": "gpt-tokenizer",
    "version": "4.0.0"
  },
  "label": "PROXY-TOKENIZER DELTA — gpt-tokenizer is a stand-in; Anthropic publishes no tokenizer for Claude 3+. The on/off COMPARISON is exact under this pinned tokenizer; absolute counts are not Claude's real token counts.",
  "pairs": {
    "agents/msd-advisor-researcher.md": {
      "offTokens": 1087,
      "onTokens": 853,
      "reductionPct": 21.53
    },
    "agents/msd-ai-researcher.md": {
      "offTokens": 1446,
      "onTokens": 1341,
      "reductionPct": 7.26
    },
    "agents/msd-assumptions-analyzer.md": {
      "offTokens": 1063,
      "onTokens": 842,
      "reductionPct": 20.79
    },
    "agents/msd-code-fixer.md": {
      "offTokens": 10835,
      "onTokens": 6781,
      "reductionPct": 37.42
    },
    "agents/msd-code-reviewer.md": {
      "offTokens": 4408,
      "onTokens": 3601,
      "reductionPct": 18.31
    },
    "agents/msd-codebase-mapper.md": {
      "offTokens": 5357,
      "onTokens": 4834,
      "reductionPct": 9.76
    },
    "agents/msd-debug-session-manager.md": {
      "offTokens": 5088,
      "onTokens": 4799,
      "reductionPct": 5.68
    },
    "agents/msd-doc-classifier.md": {
      "offTokens": 2901,
      "onTokens": 2340,
      "reductionPct": 19.34
    },
    "agents/msd-doc-synthesizer.md": {
      "offTokens": 3191,
      "onTokens": 2768,
      "reductionPct": 13.26
    },
    "agents/msd-doc-verifier.md": {
      "offTokens": 2996,
      "onTokens": 2667,
      "reductionPct": 10.98
    },
    "agents/msd-doc-writer.md": {
      "offTokens": 9040,
      "onTokens": 5588,
      "reductionPct": 38.19
    },
    "agents/msd-dom-verifier.md": {
      "offTokens": 1733,
      "onTokens": 1431,
      "reductionPct": 17.43
    },
    "agents/msd-domain-researcher.md": {
      "offTokens": 1621,
      "onTokens": 1332,
      "reductionPct": 17.83
    },
    "agents/msd-eval-auditor.md": {
      "offTokens": 3002,
      "onTokens": 2869,
      "reductionPct": 4.43
    },
    "agents/msd-eval-planner.md": {
      "offTokens": 1674,
      "onTokens": 1567,
      "reductionPct": 6.39
    },
    "agents/msd-framework-selector.md": {
      "offTokens": 1513,
      "onTokens": 1095,
      "reductionPct": 27.63
    },
    "agents/msd-integration-checker.md": {
      "offTokens": 4105,
      "onTokens": 2377,
      "reductionPct": 42.1
    },
    "agents/msd-intel-updater.md": {
      "offTokens": 4414,
      "onTokens": 4176,
      "reductionPct": 5.39
    },
    "agents/msd-mempalace-curator.md": {
      "offTokens": 1160,
      "onTokens": 985,
      "reductionPct": 15.09
    },
    "agents/msd-nyquist-auditor.md": {
      "offTokens": 1768,
      "onTokens": 1654,
      "reductionPct": 6.45
    },
    "agents/msd-pattern-mapper.md": {
      "offTokens": 3155,
      "onTokens": 2670,
      "reductionPct": 15.37
    },
    "agents/msd-project-researcher.md": {
      "offTokens": 5525,
      "onTokens": 5196,
      "reductionPct": 5.95
    },
    "agents/msd-research-synthesizer.md": {
      "offTokens": 3183,
      "onTokens": 2978,
      "reductionPct": 6.44
    },
    "agents/msd-roadmapper.md": {
      "offTokens": 6008,
      "onTokens": 4774,
      "reductionPct": 20.54
    },
    "agents/msd-security-auditor.md": {
      "offTokens": 2201,
      "onTokens": 1969,
      "reductionPct": 10.54
    },
    "agents/msd-ui-auditor.md": {
      "offTokens": 6729,
      "onTokens": 3926,
      "reductionPct": 41.66
    },
    "agents/msd-ui-checker.md": {
      "offTokens": 4499,
      "onTokens": 3048,
      "reductionPct": 32.25
    },
    "agents/msd-ui-researcher.md": {
      "offTokens": 5493,
      "onTokens": 4876,
      "reductionPct": 11.23
    },
    "agents/msd-user-profiler.md": {
      "offTokens": 1859,
      "onTokens": 1481,
      "reductionPct": 20.33
    },
    "msd-core/templates/summary.md": {
      "offTokens": 2938,
      "onTokens": 2299,
      "reductionPct": 21.75
    },
    "msd-core/templates/user-setup.md": {
      "offTokens": 2061,
      "onTokens": 1363,
      "reductionPct": 33.87
    },
    "msd-core/workflows/help/modes/full.md": {
      "offTokens": 9933,
      "onTokens": 6573,
      "reductionPct": 33.83
    }
  },
  "aggregate": {
    "offTokens": 121986,
    "onTokens": 95053,
    "reductionPct": 22.08
  }
}