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1. ai-loopguard ai-loopguard Public

   Circuit breaker and escalation for LLM agent loops. Detects stuck patterns — repeated errors, test failures, hallucination cycles — and escalates to a stronger model. Drop-in for LangGraph, CrewAI,…

   Python 1

2. ai-tierforge ai-tierforge Public

   Multi-model LLM tier router with cost-per-completed-task accounting. Route to the right model. Track the real cost.

   Python 2

3. agent-eval-forge agent-eval-forge Public

   A test lab for AI agents — scenarios, adversarial edge cases, regression suites, and trajectory-level scoring

   Python 3

4. agent-exec-trace agent-exec-trace Public

   Execution traces for agent behavior — OpenTelemetry-style observability for AI agent workflows

   Python 2

5. agent-tooltrust agent-tooltrust Public

   Contextual risk and permission engine for tool-using AI agents — allow, audit, escalate, or deny with explainable policy

   Python 7

6. planner-critic-engine planner-critic-engine Public

   Hierarchical task planning with an LLM critic — a planner decomposes a goal into a typed plan, a critic audits each subtask for feasibility, risk, missing steps, unsafe sequencing, and weak rollbac…

   Python 2