{
 "measurement": "What survives an auto-compaction",
 "claude_code_version": "2.1.228 (Claude Code)",
 "planted_values": [
  {
   "label": "deploy token",
   "value": "QUOKKA-7741"
  },
  {
   "label": "retry limit",
   "value": "17"
  },
  {
   "label": "config path",
   "value": "/etc/frobnitz/main.yaml"
  },
  {
   "label": "fallback region",
   "value": "ap-southeast-9"
  },
  {
   "label": "checksum prefix",
   "value": "b3d9f1"
  },
  {
   "label": "maintenance window",
   "value": "03:47"
  },
  {
   "label": "owner handle",
   "value": "wisteria-vole"
  },
  {
   "label": "port",
   "value": "62841"
  }
 ],
 "method": {
  "design": "Eight arbitrary unguessable values are planted at spaced turns across a chained session, the context is driven past the compaction threshold, then every value is asked back with files explicitly off-limits. Arbitrary matters: a model can infer 'retry limit 3' but not 'retry limit 17', so an exact match is retention rather than inference.",
  "arms": "SPARSE bulk is one sentence repeated, which a summariser can compress to almost nothing (gzip ratio 1%). DENSE bulk is high-entropy log content where every line carries distinct identifiers, paths and numbers (gzip ratio 25%), so it genuinely competes for room in the summary.",
  "threshold": "--autocompact 100000, which 2.1.228 accepts (auto, or 100k-1M). Setting it explicitly separates WHAT compaction does from WHEN it triggers, and makes the mechanism cheap to study.",
  "isolation": "--setting-sources project on every invocation, asserted onto the command line.",
  "controls": {
   "compaction_fired": "Detected from the status event carrying compact_result, and validated in BOTH directions against the session transcript: it reported none when the transcript held no compaction markers, and reported compaction when the transcript held six. A run where it never fired is recorded unscored.",
   "positive_control": "A short session that never compacts recalls 8 of 8, so a zero in the long arms would mean compaction rather than a broken harness.",
   "no_disk_confound": "Checked and cleared: the model wrote nothing to disk and none of the planted values appear in any file, so recall came from the conversation rather than storage."
  },
  "bulk": {
   "sparse": {
    "raw_bytes": 35840,
    "gzip9_bytes": 284,
    "gzip9_ratio_pct": 0.79,
    "sample": "This paragraph exists to occupy context so the session grows toward the compaction threshold, and it carries no information worth remembering."
   },
   "dense": {
    "raw_bytes": 35840,
    "gzip9_bytes": 8971,
    "gzip9_ratio_pct": 25.03,
    "total_lines": 257,
    "unique_lines": 257,
    "sample": "[22:37:52.878] router-51 evicted batch 66997 in 7667ms, offset=0x2b6f30, path=/var/lib/gateway/17/seg-39074.dat, status=EPROTO, retries=3"
   },
   "gzip_level": 9,
   "note": "Both arms feed 35KB per turn. The only difference is compressibility, which is the proxy for how much the surrounding material competes for room in the summary.",
   "dense_is_less_compressible_by": "31.7x"
  }
 },
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    "dense": true,
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    "compaction_events": [
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      "compact_result": "success"
     },
     {
      "compact_result": "success"
     },
     {
      "compact_result": "success"
     },
     {
      "compact_result": "success"
     }
    ],
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 },
 "mechanism_evidence_2_1_227": {
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}