{"skill":{"slug":"lambda-compression","displayName":"Λ-Compression — 90% - 98% Lossless Reasoning Compression","summary":"Physics-based lossless compression for AI output — prose AND structured data. Strips 60-98% of tokens with zero information loss. Prose mode compresses reaso...","tags":{"compression":"1.0.0","cost-reduction":"1.0.0","evidence-class":"1.0.0","latest":"2.0.0","lossless":"1.0.0","physics":"1.0.0","reasoning":"1.0.0","token-reduction":"1.0.0"},"stats":{"comments":0,"downloads":161,"installsAllTime":0,"installsCurrent":0,"stars":0,"versions":4},"createdAt":1776003832154,"updatedAt":1776017807206},"latestVersion":{"version":"2.0.0","createdAt":1776017456710,"changelog":"lambda-compression 2.0.0 introduces major enhancements:\n\n- Adds full struct mode: structured data compression with prefix syntax, generative layer, and decompression protocol.\n- Introduces evidence classes on decoder items for transparent reasoning.\n- Implements error recovery protocol using the Verification Law.\n- Provides cross-model guidance for compatibility between different AI models.\n- Audited using ANVIL/FLINT/FORGE methodology: 5 bugs fixed, 4 new discoveries integrated.\n- Fixed version number","license":"MIT-0"},"metadata":{"os":null,"systems":null},"owner":{"handle":"theshadowrose","userId":"s1736mx5m1zt9qzh6fvzvffnhh83hgf8","displayName":"Shadow Rose","image":"https://avatars.githubusercontent.com/u/262919821?v=4"},"moderation":null}