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1. y-multiplex y-multiplex Public

   One WebSocket connection, many Yjs rooms — a multiplexed CRDT sync hub for apps with multiple live collaborative widgets on one page.

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2. smooth-cursors smooth-cursors Public

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3. contact-sheet-pattern contact-sheet-pattern Public

   A small architecture pattern: turning field photos into human-reviewed structured records, without an app store or an ERP integration.

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4. assumecheck assumecheck Public

   A reliability gate for local LLMs that catches when the model misunderstood the task — before it acts on a wrong assumption. Works with any OpenAI-compatible local model (Ollama, llama.cpp, LM Stud…

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5. groundedtune groundedtune Public

   Safe, research-grounded continual fine-tuning for local LLMs — learns from real external sources and your corrections, never from its own unchecked output, with regression checks and human approval…

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6. speculect speculect Public

   Automatically pairs a small local "draft" model with your target model for speculative decoding — picks the best available match from what you already have pulled in Ollama, no manual trial-and-error.

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