lean-ctx 3.8.18

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": "recorded",
    "endpoint": "testbench-fixture",
    "params": {
      "model": "fixture",
      "temperature": 0.0,
      "top_p": 1.0,
      "max_tokens": 1024,
      "seed": 7
    }
  },
  "entries": {
    "13deefd8cdb0a1b372b7750d83a6a3963df119122d1b4e28bf713f4b9f8898a4": {
      "text": "The PaymentGateway retries failed charges with exponential backoff: a base delay of 200ms that doubles each attempt, up to a maximum of 5 attempts before the charge is marked permanently failed."
    },
    "1aaa8fd672e05f9a6db2c6537d0f1a405bc4decf4c099397880a779e92af895a": {
      "text": "The PaymentGateway retries failed charges with exponential backoff: a base delay of 200ms that doubles each attempt, up to a maximum of 5 attempts before the charge is marked permanently failed."
    },
    "2800206dc468816fd4c4e0ca042b0da7b93c4e2be46f9419adfc0c5a6f2605a9": {
      "text": "PASS\n1.0"
    },
    "468586f8657a3a7452bd69cb5dcde9c4855a9e23077c15dd889235fa1ab59d48": {
      "text": "fizzbuzz() {\n  n=$1\n  if [ $((n % 15)) -eq 0 ]; then echo FizzBuzz\n  elif [ $((n % 3)) -eq 0 ]; then echo Fizz\n  elif [ $((n % 5)) -eq 0 ]; then echo Buzz\n  else echo \"$n\"\n  fi\n}\n"
    },
    "78110a15cf848f9c1bc94d1cce42c1acff361b4ae141e91699eb947ff2f5e7ab": {
      "text": "fizzbuzz() {\n  n=$1\n  if [ $((n % 15)) -eq 0 ]; then echo FizzBuzz\n  elif [ $((n % 3)) -eq 0 ]; then echo Fizz\n  elif [ $((n % 5)) -eq 0 ]; then echo Buzz\n  else echo \"$n\"\n  fi\n}\n"
    }
  }
}