Review notes:
- The change in `jj-fork.fish` ensures commit messages are prefixed with "[JJ]:", which improves consistency and traceability.
- The change in `jj.nix` filters immutable heads to include only those with a description starting with "[JJ]:", which aligns with the new commit message format.
- Ensure that this change does not inadvertently exclude valid commits that do not follow the new format.
- Consider adding a comment in the code to explain the reasoning behind the new commit message format and the corresponding filter in `jj.nix`.

Review notes:
- Disabling sorting in fzf allows for more natural navigation based on the order of bookmarks
- Ensure this change aligns with user expectations for bookmark selection
- Consider adding a comment explaining why sorting is disabled

Review notes:
- Critical issues should be highlighted with a sad face emoji 😢

Review notes:
- New file `jj.fish` is empty; ensure it's intended or remove if unnecessary
- Added keybindings for word navigation in fish shell
- Commented-out binding for `ctrl+shift+w` should be reviewed for inclusion or removal

Review notes:
- The change modifies the `jj log` command to exclude empty commits, which is a logical improvement
- Ensure this change does not inadvertently exclude valid commits that should be shown
- Consider adding a comment in the code to explain the purpose of the `~ empty()` filter for future reference

Review notes:
- No critical issues found in dependency updates
- Ensure all dependencies are compatible with the current project setup
- Consider running tests to verify functionality after updates

Review notes:
- Updated default command to `log` with `--no-pager` and `-n 4` for better visibility
- Ensure this change aligns with the intended usage of `jj` in the project
- Consider adding a comment explaining why these specific options are chosen

Review notes:
- Properly structured fsmonitor configuration with backend specified
- Ensure watchman is installed and configured correctly in the environment
- No critical issues found in the changes

Review notes:
- Removed unnecessary log command after successful merge
- Added exit 0 to indicate successful script completion
- Consider adding a log message for successful merge if needed for debugging

Review notes:
- Added `debug_mode` flag to enable verbose logging
- Updated usage message to include `--debug` option
- Introduced `debug_log` function for conditional logging
- No critical issues found
- Consider adding tests to verify debug mode functionality

Review notes:
- Large refactoring detected; ensure all functionality is preserved
- Verify that the new CI script (`jj-ai-ci.sh`) works as expected
- Check that the changes in `jj.nix` do not break existing configurations
- Consider adding tests for the new CI script to ensure reliability
- Ensure that the refactoring does not introduce any security vulnerabilities

Review notes:
- Good addition of instructions for fetching the latest documentation
- Consider adding a link to the main documentation page for easier access
- Template usage instructions are helpful; ensure they are clear and concise

Review notes:
- Good addition of request clarification and validate requirements steps
- Consider reordering the steps for better flow; request clarification and validate requirements could come before breaking down complex tasks
- Ensure consistency in bullet point formatting for readability

Review notes:
- Added `df-names-all` configuration in `jj.nix` for better log handling
- Updated `shared.nix` to configure `eza` with icons and fish integration
- Commented out `__fish_ls_command` in `fish.nix` to disable eza integration
- Ensure `eza` configuration aligns with fish integration needs
- Consider adding tests for new configurations to verify functionality

Review notes:
- Good addition to coding rules to ensure clarity and mutual understanding
- Consider providing examples of how to document requirements effectively

Review notes:
- Good addition of merge tools for first and second bookmarks
- Ensure consistency in naming and usage of these tools
- Consider adding documentation for these new merge tools to improve user understanding

Review notes:
- Critical: API key is hardcoded in `config.toml` 😢
- Consider using environment variables or secure vaults for sensitive information
- Ensure proper error handling and validation for API interactions
- Add unit tests for configuration parsing and installation script
- Verify that the installation script handles failures gracefully

Review notes:
- No critical issues found
- Good addition of new role configuration for naming
- Ensure consistency in model selection and parameters across roles
- Consider adding documentation or comments for the new role configuration for clarity

Update Qwen model references to qwen3-coder:free across role configurations.
Modify gptme installation to use Python 3.12 due to ARM64 compatibility issues.
Adjust tool allowlist and remove unused RAG configuration.

Review notes:
- Model updates appear consistent across configurations
- Python version pinning resolves known compatibility issues
- RAG configuration removal simplifies setup
- Consider documenting the reason for tool allowlist changes

Add browser to TOOL_ALLOWLIST and update gptme installation with browser support dependencies including httpx[socks] and playwright. Install chromium-headless-shell for browser tool functionality.

Review notes:
- No critical issues found
- Good dependency management for browser tool support
- Consider adding error handling for playwright installation failures
- Recommend verifying browser tool works correctly with new configuration
- Installation script could benefit from more robust error checking

Review notes:
- No critical issues found
- Good dependency update in flake.lock
- Consider adding validation for api key presence in config
- The nix configuration properly injects the new api key variable

Move gptme tool installation from Nix HM config to separate install script.
Script supports both git and PyPI installation sources with version pinning.

Review notes:
- Good separation of concerns by moving complex installation logic out of Nix config
- Script includes proper error handling and clear installation steps
- Version pinning and Python version specification improves reproducibility
- Consider adding command-line flags to control installation options
- No critical issues found in installation logic

Review notes:
- No bugs found in the change
- Good addition for proxy configuration
- Consider making proxy settings conditional or configurable via home-manager options
- Ensure proxy settings don't interfere with local development environments
- No tests needed for this configuration change

switch lead and worker models to kimi-k2 and qwen3-coder:free respectively

review notes:
- configuration changes appear correct
- no issues found with model name updates
- consider documenting model selection rationale

Switch primary models to qwen3-235b variant and increase max turns to 800 for extended conversations.

Switch from qwen3-coder to qwen3-235b-a22b-2507 model and enable LLM suggestions feature.

Review notes:
- Model change appears intentional based on commented-out previous value
- Good use of environment variable references for API keys
- Consider documenting why the model was changed if it's a permanent switch
- No obvious bugs or security issues found

Review notes:
- No bugs found; straightforward version update
- Ensure all python dependencies are compatible with python 3.12
- Consider adding a comment explaining why this change was made
- Good practice to test the updated environment after version changes

Review notes:
- Python version consistently updated to 3.12 across all Nix configurations
- Proxy settings removed from fish environment with explanatory comment
- No bugs or issues detected in changes
- Good practice to avoid hardcoded proxy settings that may interfere with API access

Review notes:
- Consistent python versioning across nix configuration and install script
- Python 3.11.13 override aligns with system uv installation
- No breaking changes observed in package overrides
- Consider adding comment about why 3.11.13 specifically vs other versions

Set up Python 3.11.13 as the global version for uv, including configuration files and environment variables.

Review notes:
- Good separation of Python configuration into dedicated module
- Clean removal of Python packages from shared config
- Consider adding comments about why poetry config was removed
- UV_PYTHON env var ensures consistent version usage across tools

Review notes:
- No bugs or issues found
- Simple package addition, follows existing patterns
- Consider whether tree should be conditionally included based on user config
- Good practice to document why tree is being added (e.g., for file exploration utilities)

Review notes:
- Python version updated from 3.11.13 to 3.13.5 for uv configuration
- Commented out unused nix package overrides for python
- Commented out darwin nix package assignment
- Changes appear safe and improve clarity by removing unused code
- No critical issues found

Update GOOSE_MODEL and MODEL environment variables to use the latest qwen3 model variant.
Remove unused pip trusted-host configuration from python.nix.

Review notes:
- Configuration changes appear correct and consistent across files
- No bugs or security issues detected in the changes
- Good cleanup of unused pip settings
- Consider documenting the reason for model updates in commit message or comments

Review notes:
- Large diff detected; ensure all changes align with current coding standards
- Verify that removed sections were intentionally deleted and not needed
- Check for consistency in formatting and structure throughout the document
- Ensure all new rules are clearly explained and justified
- Consider breaking down the commit into smaller, more focused updates for better readability and reviewability

Review notes:
- Ensure that the path `${../../conf/llm/docs/coding-rules.md}` is correct and accessible
- Consider adding error handling for file operations to prevent runtime issues
- Verify that the directory `${config.home.homeDirectory}/.codeium/windsurf/memories/` is correctly created or already exists
- Ensure that the script has the necessary permissions to write to the target directory