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Model Context Engine v1.0.0

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@DexopT DexopT released this 24 May 19:26
· 2 commits to main since this release
v1.0.0
e31c47e

This release implements advanced token optimization, fuzzy loop prevention, dynamic meta-tools, and a reconstructed Karpathy-style compiled knowledge wiki.

Key Features

  • FastAPI Reverse Proxy: Intercepts JSON-RPC tool calls transparently.
  • Pre-normalized VectorStore: Optimized cosine similarity computations for semantic capability searches.
  • Jaccard Similarity CircuitBreaker: Trips breaker on consecutive similar failing calls (similarity >= 85%) to prevent agent loops.
  • 3-Layer Squeezing Engine: Deterministic pruning (HTML, Base64, null fields), CPU-friendly sentence embedding RAG chunking, and local LLM summarization.
  • Guardian Safeguards: Unified PermissionGate profile categories and DriftSentinel content checks.
  • TimeMachine state management: Git stashes, restores, and branching.
  • SkillForge Workflow Engine: Automatic keyword/tool matching and injected notices.
  • MemVault Intelligence Logs: SQLite-based learnings and automated exports to project CLAUDE.md.
  • Karpathy-style Wiki: Structured, compiled, cross-linked Obsidian-compatible personal knowledge base under wiki/.
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