lean-ctx 3.9.11

Context Runtime for AI Agents with CCP. 71 MCP tools, 10 read modes, 95+ compression patterns, cross-session memory (CCP), persistent AI knowledge with temporal facts + contradiction detection, multi-agent context sharing, LITM-aware positioning, AAAK compact format, adaptive compression with Thompson Sampling bandits. Supports 24+ AI tools. Reduces LLM token consumption by up to 99%.
Documentation
{
  "kind": "lean-ctx.eval-recording",
  "fingerprint": {
    "provider": "openai-compatible",
    "endpoint": "http://localhost:11434/v1",
    "params": {
      "model": "gemma4:e4b",
      "temperature": 0.0,
      "top_p": 1.0,
      "max_tokens": 1024,
      "seed": 7
    }
  },
  "entries": {
    "6603ac7b949b60a882633ea4bd449239766940f44ce328200283a96397a5fa4b": {
      "text": "The four stores are the BM25 index, the Graph index, ProjectKnowledge, and the Session cache."
    },
    "6a50e6c238c05344b735fbffd7ac6f99edba260914ea79344bb427b9cdf955b3": {
      "text": "```bash\n// file: solution.sh\n# TODO: implement add() so that `add a b` prints a+b\nadd() { echo \"$(( $1 + $2 ))\"; }\n```"
    },
    "7ca2fd494ac6882d78ebdbdec671166eaa3c2ad0c347bd0b49d30ec10e7458eb": {
      "text": "// file: solution.sh\nadd() { echo \"$(( $1 + $2 ))\"; }"
    },
    "f478d490450be5e299627cdbf3aa85c60793f1e4c3e28c77c25cac5307056bc8": {
      "text": "The consolidation pipeline persists artifacts to the BM25 index, the Graph index, ProjectKnowledge, and the Session cache."
    }
  }
}