{"id":"64958f7d-25a5-4b16-b987-5174ef766a85","slug":"clawhub-skills-aeromomo-cut-your-tokens-97percent-savings-on-se","name":"claw-compactor","description":"Claw Compactor v6.0 — 50%+ savings through rule-based compression, dictionary encoding, session observation compression, and progressive context 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      mem_compress.py                        │\n│                   (unified entry point)                     │\n└──────┬──────┬──────┬──────┬──────┬──────┬──────┬──────┬────┘\n       │      │      │      │      │      │      │      │\n       ▼      ▼      ▼      ▼      ▼      ▼      ▼      ▼\n  estimate compress  dict  dedup observe tiers  audit optimize\n       └──────┴──────┴──┬───┴──────┴──────┴──────┴──────┘\n                        ▼\n                  ┌────────────────┐\n                  │     lib/       │\n                  │ tokens.py      │ ← tiktoken or heuristic\n                  │ markdown.py    │ ← section parsing\n                  │ dedup.py       │ ← shingle hashing\n                  │ dictionary.py  │ ← codebook compression\n                  │ rle.py         │ ← path/IP/enum encoding\n                  │ tokenizer_     │\n                  │   optimizer.py │ ← format optimization\n                  │ config.py      │ ← JSON config\n                  │ exceptions.py  │ ← error types\n                  └────────────────┘"}]}}