hybrid

justinstimatze/hybrid

★ 0 stars Go 🤖 AI/LLM Updated today

A diagnostic Claude Code skill plus three small MCP servers (calibration logger, cognitive-bias auditor, schema-discovery loop) for the typed-substrate places where LLM judgment feeds deterministic decisions downstream.

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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "hybrid": {
      "command": "go",
      "args": [
        "run",
        "github.com/justinstimatze/hybrid@latest"
      ]
    }
  }
}

README Excerpt

A design pattern + Claude Code plugin for the **specific places in any project** where an LLM doing fuzzy semantic judgment needs to feed structured decisions downstream. Ships a diagnostic skill, three working MCP servers (calibration logger, cognitive-bias auditor, schema-discovery loop), and stub manifests for other coding agents.

Topics

calibrationclaude-codeclaude-code-plugincompound-ai-systemsdesign-patterngeneralization-shapingllm-evaluatormcpmcp-servertyped-substrate

hybrid

Quick Install

README Excerpt

Topics

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