VNEM helps AIs do better work: understand, research, protect, build, verify, and improve projects across domains. Current focus: VNEM MCPs. CA: M2DVKkrQiKu8Uy9pz3cKqdudmLqUUQLVbB9Vy9zEASY
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Jul 18, 2026 - JavaScript
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knowledge-pack
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Fine-tune a small local model on your docs and prove it actually learned: versioned knowledge packs (curated sources + generated training JSONL + contamination-guarded held-out eval + JSON manifest), the packsmith Crystal CLI, MLX LoRA recipes for Apple Silicon, and measured before/after eval reports. Amber framework pack + eval harness included.
crystal evaluation lora mlx synthetic-data fine-tuning amber-framework apple-silicon llm local-llm qlora knowledge-pack
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Jul 7, 2026 - Crystal
The knowledge format that doesn't flatten: uncertainties stay uncertain, contradictions stay in tension, and the trace of how beliefs evolved is kept as structure. AI-first, human-accessible.
markdown specification knowledge-representation ai-agents conformance open-standard llm ai-memory ai-tooling knowledge-pack epistemic-state
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Jul 5, 2026 - Python
Local-first X bookmark pack generator for humans and AI agents. Produces portable static bundles from exported bookmark data.
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May 12, 2026 - Python
Official BACKND knowledge pack for coding agents using BACKND Base
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Jun 9, 2026 - PowerShell
Soulforge is an agent body-and-class architecture for installed skills, tools, knowledge packs, and workflows across real project workspaces.
mcp engineering-tools modular-system workspace-automation ai-agent workflow-system agent-architecture knowledge-pack
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Jul 20, 2026 - JavaScript
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