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1. harness-demo harness-demo Public

   Harness Engineering Demo — 5分钟体验 AI Agent 自循环改进机制

   Shell 2 1

2. tts-agent-harness tts-agent-harness Public

   Multi-agent TTS production harness: Fish TTS + WhisperX + Claude, with cross-episode memory and auto-fix loop

   Python 41 15

3. toolarch toolarch Public

   Architecture intelligence for your codebase. Dependency graphs, cycle detection, layer compliance, coupling metrics. CLI-first, adapter-based.

   Python

4. toolops toolops Public

   AI app infrastructure, plug and play — Composable DevOps toolkit for AI applications

   Python

5. toolref toolref Public

   The reference engine for AI Agents — Production-grade RAG with namespace isolation, hybrid retrieval, and MCP interface

   Python 1

6. toolguard toolguard Public

   Security guardrails for AI applications — Pluggable scanner pipeline with prompt injection detection, output validation, and MCP parameter checking

   Python