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

**🔑 Session ID:** 72771068-cba9-43d6-8842-9388fe106639

---

## 📊 Statistics

### Turn Counts

| Metric | Value |
|--------|-------|
| Total Turns | 14 |
| 👤 User Turns | 7 |
| 🤖 LLM Turns | 7 |

### 🔧 Tool Calls

**Total Tool Calls:** 7

`bash_check-code     `    2 ████████████████████████████████████████████████████████████

`bash_read-file      `    2 ████████████████████████████████████████████████████████████

`bash_write-file     `    2 ████████████████████████████████████████████████████████████

`bash_list-files     `    1 ██████████████████████████████


### 💾 Byte Usage

`Input     `    126 KiB ████████████████████████████████████████████████████████████

`Output    `      1 KiB 

`Reasoning `      4 KiB █
**Total:** 132 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 a GitHub label to AGQ for arbitrage-needed

Today we have github labels (defaulting to) `agq/to-be-taken` and `agq/wait` that convey information both to the automation and to the humans.

We would benefit from another label `agq/arbitrage-needed` for pausing the workflow for an issue/pr until a human removes the label.
Issues with the label: cannot be promoted from agq/wait, cannot be taken.
PRs with the label: cannot be auto-closed.

It is preferable to have it built along the `agq init-github` command.
Do not forget to modify the config file.

---
From #268



### 🛠️ 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_write-file** (`bash_write-file`)
  - Description: Write content to 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

---

## 🤖 Step 2: LLM Turn

### 💭 Thinking Process

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

Let me start by exploring the project structure to understand the codebase and find relevant files for implementing the "arbitrage-needed" GitHub label feature.
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_list-files**

---

## 👤 Step 3: User Turn



---

## 🤖 Step 4: LLM Turn

### 💭 Thinking Process

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

This is an "agq" related project. Let me explore the AGQ specific files to understand how GitHub labels are currently configured and used. I should look at:
1. `Agq/Config.hs` - likely contains the configuration for labels
2. `Agq/Commands.hs` - likely contains the `init-github` command
3. The main AGQ files to understand how labels are used

Let me start by reading these files.
</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 have a clear understanding of the code. I need to:

1. Add `labelArbitrageNeeded` to `AgqLabels` in `Agq/Config.hs`
2. Update `defaultLabels` to include the new label with the value `agq/arbitrage-needed`
3. Add the label definition in `workflowLabelDefs` in `Agq/Commands.hs`
4. Implement the logic for the arbitrage-needed label:
   - Issues with the label: cannot be promoted from agq/wait, cannot be taken
   - PRs with the label: cannot be auto-closed

Let me look at the promotion logic and PR merging logic more carefully to understand where the checks need to be added.

Looking at `cmdPromote`, it lists issues with `labelWait`, then checks if dependencies are satisfied. We need to add a check to skip issues that have the `labelArbitrageNeeded` label.

Looking at `cmdPull`, it lists issues with `labelToBeTaken`, and checks if they have that label. We need to also check that they don't have `labelArbitrageNeeded`.

Looking at `cmdMergePRs`, it lists PRs with `labelAgentPr` and merges them. We need to add a check to skip PRs with the `labelArbitrageNeeded` label.

Let me also check if there's any other place where issues are processed...

The `cmdProcess` and `claimNextTask` seem to work from the local DB, so the filtering should happen when pulling from GitHub (cmdPull) and when promoting (cmdPromote).

Let me implement these changes:

1. First, modify `Agq/Config.hs` to add the new label field
2. Then modify `Agq/Commands.hs` to:
   - Add the label definition in `workflowLabelDefs`
   - Add the check in `cmdPromote` to skip issues with arbitrage-needed label
   - Add the check in `cmdPull` to skip issues with arbitrage-needed label
   - Add the check in `cmdMergePRs` to skip PRs with arbitrage-needed label

Let's start:
</details>

### 💬 Response

Now I understand the codebase. I need to:
1. Add `labelArbitrageNeeded` to the `AgqLabels` data type in `Config.hs`
2. Add the label definition in the `workflowLabelDefs` function in `Commands.hs`
3. Implement the logic to respect this label:
   - Issues with `agq/arbitrage-needed`: cannot be promoted from `agq/wait`, cannot be taken
   - PRs with the label: cannot be auto-closed

Let me make these changes:

### 🔧 Tool Calls

- **bash_write-file**

---

## 👤 Step 7: User Turn



---

## 🤖 Step 8: LLM Turn

### 💭 Thinking Process

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

Now I need to modify `Agq/Commands.hs` to:
1. Add the label definition in `workflowLabelDefs`
2. Add the check in `cmdPromote` to skip issues with arbitrage-needed label
3. Add the check in `cmdPull` to skip issues with arbitrage-needed label
4. Add the check in `cmdMergePRs` to skip PRs with arbitrage-needed label

Let me write the updated Commands.hs file.
</details>

### 💬 Response



### 🔧 Tool Calls

- **bash_write-file**

---

## 👤 Step 9: User Turn



---

## 🤖 Step 10: LLM Turn

### 💭 Thinking Process

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

Now let me compile the code to make sure everything works correctly.
</details>

### 💬 Response

Now let me compile the code to verify everything works:

### 🔧 Tool Calls

- **bash_check-code**

---

## 👤 Step 11: User Turn



---

## 🤖 Step 12: LLM Turn

### 💭 Thinking Process

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

The code compiles successfully. The warnings are pre-existing and unrelated to my changes. Let me run the tests to make sure everything works:
</details>

### 💬 Response

The code compiles successfully. Let me run the tests to ensure everything still works:

### 🔧 Tool Calls

- **bash_check-code**

---

## 👤 Step 13: User Turn



---

## 🤖 Step 14: LLM Turn

### 💭 Thinking Process

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

All tests passed. Let me summarize the changes I made:

1. **Agq/Config.hs**:
   - Added `labelArbitrageNeeded :: Text` field to the `AgqLabels` data type with a comment explaining its purpose
   - Added the default value `"agq/arbitrage-needed"` in `defaultLabels`
   - Added a comment documenting the field: "issue/PR is paused until human removes this label"

2. **Agq/Commands.hs**:
   - Added the label definition in `workflowLabelDefs` with color `"b60205"` (a dark red) and description "Paused until human removes this label (arbitration needed)"
   - In `cmdPromote`: Added check to skip issues that have the `labelArbitrageNeeded` label when promoting from `agq/wait` to `agq/to-be-taken`
   - In `cmdPull`: Added check to skip issues that have the `labelArbitrageNeeded` label when pulling from GitHub
   - In `cmdMergePRs`: Added check to skip PRs that have the `labelArbitrageNeeded` label when auto-merging

The implementation satisfies all requirements:
- `agq/arbitrage-needed` label is created via `agq init-github`
- Issues with the label cannot be promoted from `agq/wait`
- Issues with the label cannot be taken (pulled from GitHub)
- PRs with the label cannot be auto-closed (merged)

The changes are minimal, idiomatic Haskell, and follow the existing patterns in the codebase.
</details>

### 💬 Response

All tests pass. Here's a summary of the changes I made:

## Summary

Added the `agq/arbitrage-needed` GitHub label to AGQ for pausing workflows when human arbitration is required.

### Changes to `Agq/Config.hs`:
- Added `labelArbitrageNeeded :: Text` field to the `AgqLabels` data type
- Added the default value `"agq/arbitrage-needed"` in `defaultLabels`

### Changes to `Agq/Commands.hs`:
1. **Label creation in `workflowLabelDefs`**: Added the new label with color `"b60205"` (dark red) and description "Paused until human removes this label (arbitration needed)"

2. **`cmdPromote`**: Added check to skip issues with the `arbitrage-needed` label when promoting from `agq/wait` to `agq/to-be-taken`

3. **`cmdPull`**: Added check to skip issues with the `arbitrage-needed` label when pulling from GitHub (prevents taking issues that need arbitration)

4. **`cmdMergePRs`**: Added check to skip PRs with the `arbitrage-needed` label when auto-merging (prevents auto-closing PRs that need arbitration)

The implementation satisfies all requirements from the issue:
- ✅ Label `agq/arbitrage-needed` is created via `agq init-github`
- ✅ Issues with the label: cannot be promoted from `agq/wait`
- ✅ Issues with the label: cannot be taken (pulled)
- ✅ PRs with the label: cannot be auto-closed (merged)
