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1. context-engine context-engine Public

   A pure-Python context management layer for LLM systems — retrieval, re-ranking, memory decay, and token-budget enforcement in one pipeline.

   Python 193 29

2. temporal-rag temporal-rag Public

   A post-retrieval temporal layer for RAG systems — validity filtering, time decay, document kind classification, and hybrid reranking in one pipeline.

   Python 49 8

3. control-layer control-layer Public

   A production-grade control layer that sits between your application logic and any LLM — input validation, schema enforcement, circuit breaking, targeted retry, and audit logging in one composable p…

   Python 62 9

4. wiki-compiler wiki-compiler Public

   A pure-Python compiler that turns raw markdown notes into a linked, linted wiki. Zero dependencies, zero LLM calls, fully deterministic.

   Python 34 5

5. context-graph-benchmark context-graph-benchmark Public

   A pure-Python structured memory benchmark for multi-agent LLM systems — context graph vs vector RAG vs raw history dump, five scenarios, 18 graded queries, zero API calls.

   Python 27 5