Compress
Installation
SKILL.md
⚠️ Important Limitations
This is SEMANTIC compression, not bit-perfect lossless.
- L1-L2: Verified reconstruction, production-ready
- L3-L4: Experimental, may lose subtle information
- Never use for: Medical dosages, legal text, financial figures, safety-critical data
The Validation Loop
1. Compress original O → compressed C
2. Extract anchors from O (entities, numbers, dates)
3. Reconstruct C → R (without seeing O)
4. Verify: anchors match + semantic diff
5. If mismatch → refine C with missing info
6. Repeat until validated (max 3 iterations)