Pinned Loading

1. context-enginecontext-enginePublic

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

   Python 195 29

2. wiki-compilerwiki-compilerPublic

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

   Python 87 11

3. control-layercontrol-layerPublic

   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 8

4. temporal-ragtemporal-ragPublic

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

   Python 49 8

5. context-graph-benchmarkcontext-graph-benchmarkPublic

   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 30 5

6. context-compilercontext-compilerPublic

   A pure-Python reachability and skeletonization layer that decides what a coding agent actually sees before a request reaches the API.

   Python 56 1