```                   # 📋 Session Report
    λλ              
   λ⊙λ⊙             
  λλλλλλ            
 λλλλλλλλ           
    λλ              
    λλ              
    λλ              
    λλ              
    λλ              
    λλ              
    λλ              
    λλ              
```                 

**🔑 Session ID:** 2f75c0ff-169a-429f-ab98-9bab79d2c07b

---

## 📊 Statistics

### Turn Counts

| Metric | Value |
|--------|-------|
| Total Turns | 48 |
| 👤 User Turns | 24 |
| 🤖 LLM Turns | 24 |

### 🔧 Tool Calls

**Total Tool Calls:** 29

`bash_read-file      `   14 ████████████████████████████████████████████████████████████

`bash_write-file     `    7 ██████████████████████████████

`bash_check-code     `    4 █████████████████

`bash_grep-files     `    3 ████████████

`bash_list-files     `    1 ████


### 💾 Byte Usage

`Input     `    386 KiB ████████████████████████████████████████████████████████████

`Output    `      1 KiB 

`Reasoning `      2 KiB 
**Total:** 390 KiB

---

## 👤 Step 1: User Turn

### 📝 System Prompt

```
You are an expert Haskell and Bash programmer specialized in writing clean, idiomatic, and efficient Haskell code.
When writing Bash code:
- Avoid bash-specific logic but bash-ism are fine.
- Document required shell tools at the top of the bash script.
When writing Haskell code:
- Use modern Haskell practices (base >= 4.14)
- Prefer pure functions and explicit type signatures
- Use standard libraries when appropriate
- Add clear comments for complex logic
- Follow consistent formatting
Use list-files to explore the project structure, read-file to understand existing code, write-file to create or modify files, and check-code to verify your work.
Always compile code before considering the job done.
Your output format may be stored as commit message: hence the first line of your last message should be a summary line.
```

### 💬 User Query

# Add some tools replay command

We now have a nice `check-tool-call` command that can validate a tool call arguments against a description.

It would be nice to have a pair of commands to replay tool commands to:
- identify and isolate tool calls from a session file
- effectively validates the tool argument and executes the tool again

---
From #325



### 🛠️ Available Tools

- **bash_grep-files** (`bash_grep-files`)
  - Description: Search for a pattern in files using 'git grep'
- **bash_read-file** (`bash_read-file`)
  - Description: Read the contents of a file
- **bash_check-code** (`bash_check-code`)
  - Description: Check Haskell code by compiling or testing
- **bash_list-files** (`bash_list-files`)
  - Description: List all files in the project
- **bash_write-file** (`bash_write-file`)
  - Description: Write content to a file

---

## 🤖 Step 2: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Let me understand the task. I need to:
1. Understand the existing `check-tool-call` command
2. Create commands to replay tool commands from a session file
3. These commands should:
   - Identify and isolate tool calls from a session file
   - Validate tool arguments
   - Execute the tool again

First, let me explore the project structure to understand what we're working with.
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_list-files**

---

## 👤 Step 3: User Turn



---

## 🤖 Step 4: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Let me first look at the existing `check-tool-call` command to understand its structure and how it validates tool calls.
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_read-file**

- **bash_read-file**

---

## 👤 Step 5: User Turn



---

## 🤖 Step 6: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now I need to understand how tool calls work and how session files are structured. Let me look at the session-related files and understand the format of tool calls.
</details>

### 💬 Response

Let me explore how session files work and what format tool calls are stored in:

### 🔧 Tool Calls

- **bash_read-file**

- **bash_read-file**

---

## 👤 Step 7: User Turn



---

## 🤖 Step 8: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now let me look at the Main.hs file to understand how the CLI commands are structured:
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_read-file**

- **bash_read-file**

---

## 👤 Step 9: User Turn



---

## 🤖 Step 10: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now I understand the structure better. Let me look at how bash tools work and how they are executed, since the replay feature should execute tools:
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_read-file**

- **bash_grep-files**

---

## 👤 Step 11: User Turn



---

## 🤖 Step 12: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now I need to understand how session files are loaded and what their structure is. Let me look at the SessionStore module:
</details>

### 💬 Response

Let me look at the SessionStore module and understand how sessions are loaded:

### 🔧 Tool Calls

- **bash_read-file**

- **bash_read-file**

---

## 👤 Step 13: User Turn



---

## 🤖 Step 14: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now I have a good understanding of the codebase. Let me look at how to parse and extract tool calls from session files:
</details>

### 💬 Response

Now let me understand how tools are registered and what the ToolRegistration looks like:

### 🔧 Tool Calls

- **bash_read-file**

---

## 👤 Step 15: User Turn



---

## 🤖 Step 16: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now I have a good understanding of the codebase. Let me look at how `parseLlmToolCall` works to understand the structure of tool calls in session files:
</details>

### 💬 Response

Now I have a good understanding of the codebase. Let me create the replay tool commands. Based on the requirements, I need to create:

1. A command to identify and isolate tool calls from a session file (`list-tool-calls`)
2. A command to validate tool arguments and execute the tool again (`replay-tool-call`)

Let me create the new CLI module:

### 🔧 Tool Calls

- **bash_write-file**

---

## 👤 Step 17: User Turn



---

## 🤖 Step 18: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now I need to add the missing imports to the ReplayToolCall module:
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_write-file**

---

## 👤 Step 19: User Turn



---

## 🤖 Step 20: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now I need to update the Main.hs to add the new commands:
</details>

### 💬 Response

Now let's update the Main.hs to add the new commands:

### 🔧 Tool Calls

- **bash_read-file**

---

## 👤 Step 21: User Turn



---

## 🤖 Step 22: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now I need to add the new commands to Main.hs. Let me update it with the imports and command handlers:
</details>

### 💬 Response

Now let me update the Main.hs to add the new commands:

### 🔧 Tool Calls

- **bash_write-file**

---

## 👤 Step 23: User Turn



---

## 🤖 Step 24: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now I need to check if the cabal file needs to be updated to include the new module:
</details>

### 💬 Response

Let me check the cabal file and update it if needed:

### 🔧 Tool Calls

- **bash_grep-files**

---

## 👤 Step 25: User Turn



---

## 🤖 Step 26: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

I need to add the new module to the cabal file. Let me check the exact format:
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_read-file**

---

## 👤 Step 27: User Turn



---

## 🤖 Step 28: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

I need to add the new module `System.Agents.CLI.ReplayToolCall` to the cabal file. I'll add it after `System.Agents.CLI.PromptScript` and before `System.Agents.CLI.SelfDescribe`:
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_grep-files**

---

## 👤 Step 29: User Turn



---

## 🤖 Step 30: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now let me add the new module to the cabal file:
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_write-file**

---

## 👤 Step 31: User Turn



---

## 🤖 Step 32: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now let's try to compile the code to see if there are any errors:
</details>

### 💬 Response

Now let's compile the code to check for errors:

### 🔧 Tool Calls

- **bash_check-code**

---

## 👤 Step 33: User Turn



---

## 🤖 Step 34: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

There are compilation errors in the ReplayToolCall module. Let me fix them:

1. TypeApplications extension is not enabled but I'm using `@IOError`
2. `LByteString.putStrLn` doesn't exist - I need to use `BSL.putStrLn` from Data.ByteString.Lazy.Char8 or use `putStr` with a newline

Let me fix these errors:
</details>

### 💬 Response

Let me fix the compilation errors:

### 🔧 Tool Calls

- **bash_write-file**

---

## 👤 Step 35: User Turn



---

## 🤖 Step 36: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now let's compile again to see if there are any remaining errors:
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_check-code**

---

## 👤 Step 37: User Turn



---

## 🤖 Step 38: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

There's an unused import warning being treated as an error. Let me remove the `catch` import since we're using `try` with TypeApplications:
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_write-file**

---

## 👤 Step 39: User Turn



---

## 🤖 Step 40: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now let's compile again:
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_check-code**

---

## 👤 Step 41: User Turn



---

## 🤖 Step 42: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

The code compiles now. Let's run the tests to make sure everything is working correctly:
</details>

### 💬 Response

The code compiles. Let's run the tests to make sure everything is working:

### 🔧 Tool Calls

- **bash_check-code**

---

## 👤 Step 43: User Turn



---

## 🤖 Step 44: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

All tests pass. Now let me update the documentation for the CLI commands to include the new commands.
</details>

### 💬 Response

All tests pass. Let's update the CLI documentation to include the new commands:

### 🔧 Tool Calls

- **bash_read-file**

---

## 👤 Step 45: User Turn



---

## 🤖 Step 46: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

I need to add documentation for the two new commands: `list-tool-calls` and `replay-tool-call`. Let me add them in the appropriate place in the documentation:
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_write-file**

---

## 👤 Step 47: User Turn



---

## 🤖 Step 48: LLM Turn

### 💭 Thinking Process

<details>
<summary>Click to expand reasoning</summary>

Now let me verify that the new commands work by running a quick test:
</details>

### 💬 Response

Let's verify the commands are available in the built executable:

### 🔧 Tool Calls

- **bash_read-file**