{
  "artifact": "LaunchReady coding-agent hygiene benchmark",
  "date": "2026-07-14",
  "method_version": "0.1.0",
  "fixture_notice": "All profiles are fictional and contain no real repository, customer, credential, endpoint, or proprietary information.",
  "privacy": {
    "network_calls": 0,
    "source_files_scanned": 0,
    "file_contents_emitted": false,
    "secrets_or_prompts_required": false
  },
  "profiles": [
    {
      "label": "lean-explicit",
      "known_config_files": 1,
      "estimated_startup_context_tokens": 94,
      "context_band": "lean",
      "declared_mcp_servers": 0,
      "risk_markers": 0,
      "control_markers": 1,
      "boundary_status": "explicit control markers found — effectiveness unverified"
    },
    {
      "label": "bounded-team",
      "known_config_files": 3,
      "estimated_startup_context_tokens": 286,
      "context_band": "moderate",
      "declared_mcp_servers": 1,
      "risk_markers": 0,
      "control_markers": 5,
      "boundary_status": "explicit control markers found — effectiveness unverified"
    },
    {
      "label": "verbose-open",
      "known_config_files": 3,
      "estimated_startup_context_tokens": 465,
      "context_band": "moderate",
      "declared_mcp_servers": 3,
      "risk_markers": 2,
      "control_markers": 0,
      "boundary_status": "risk markers found — manual review required"
    }
  ],
  "token_estimate_method": "ceil(decoded instruction characters / 4); comparison estimate only, not provider billing",
  "limitations": [
    "Static metadata/config scan only; it does not inspect wire traffic or runtime tool calls.",
    "Token count is a rough comparison estimate, not an exact prompt or billing measurement.",
    "A control marker does not prove the tool enforces that control.",
    "No marker found does not mean safe; manual review is required."
  ]
}