diff --git a/README.md b/README.md
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+++ b/README.md
@@ -77,7 +77,7 @@ From there, it's easy to implement popular design patterns like ([Multi-](https:
 | [Chat Guardrail](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-chat-guardrail) | ☆☆☆ <sup>*Dummy*</sup> | A travel advisor chatbot that only processes travel-related queries |
 | [Majority Vote](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-majority-vote) | ☆☆☆ <sup>*Dummy*</sup> | Improve reasoning accuracy by aggregating multiple solution attempts |
 | [Map-Reduce](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-map-reduce) | ☆☆☆ <sup>*Dummy*</sup>  | Batch resume qualification using map-reduce pattern |
-| [CMD HITL](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-cmd-hitl) | ☆☆☆ <sup>*Dummy*</sup>  | A command-line joke generator with human-in-the-loop feedback |
+| [CLI HITL](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-cli-hitl) | ☆☆☆ <sup>*Dummy*</sup>  | A command-line joke generator with human-in-the-loop feedback |
 | [Multi-Agent](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-multi-agent) | ★☆☆ <sup>*Beginner*</sup> | A Taboo word game for async communication between 2 agents |
 | [Supervisor](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-supervisor) | ★☆☆ <sup>*Beginner*</sup> | Research agent is getting unreliable... Let's build a supervision process|
 | [Parallel](https://github.com/The-Pocket/PocketFlow/tree/main/cookbook/pocketflow-parallel-batch) |  ★☆☆ <sup>*Beginner*</sup> | A parallel execution demo that shows 3x speedup |
diff --git a/cookbook/pocketflow-cmd-hitl/README.md b/cookbook/pocketflow-cli-hitl/README.md
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rename to cookbook/pocketflow-cli-hitl/README.md
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@@ -11,7 +11,7 @@ A simple, interactive command-line application that generates jokes based on use
 
 ## Getting Started
 
-This project is part of the PocketFlow cookbook examples. It's assumed you have already cloned the [PocketFlow repository](https://github.com/the-pocket/PocketFlow) and are in the `cookbook/pocketflow-cmd-hitl` directory.
+This project is part of the PocketFlow cookbook examples. It's assumed you have already cloned the [PocketFlow repository](https://github.com/the-pocket/PocketFlow) and are in the `cookbook/pocketflow-cli-hitl` directory.
 
 1.  **Install required dependencies**:
     ```bash
diff --git a/cookbook/pocketflow-cmd-hitl/docs/design.md b/cookbook/pocketflow-cli-hitl/docs/design.md
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diff --git a/cookbook/pocketflow-cmd-hitl/flow.py b/cookbook/pocketflow-cli-hitl/flow.py
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diff --git a/cookbook/pocketflow-cmd-hitl/main.py b/cookbook/pocketflow-cli-hitl/main.py
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diff --git a/cookbook/pocketflow-cmd-hitl/nodes.py b/cookbook/pocketflow-cli-hitl/nodes.py
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diff --git a/cookbook/pocketflow-cmd-hitl/requirements.txt b/cookbook/pocketflow-cli-hitl/requirements.txt
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diff --git a/cookbook/pocketflow-cmd-hitl/utils/__init__.py b/cookbook/pocketflow-cli-hitl/utils/__init__.py
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diff --git a/cookbook/pocketflow-cmd-hitl/utils/call_llm.py b/cookbook/pocketflow-cli-hitl/utils/call_llm.py
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