chore: mark t141, t147.6 complete - all PR #403 review threads resolved

[marcusquinn]

Summary

• Verified all 12 PR feat: add voice AI integration with HuggingFace speech-to-speech pipeline #403 review threads against current code - all previously fixed
• Resolved 7 unresolved Gemini review threads via GraphQL (CodeRabbit threads already resolved)
• Marked t141 and t147.6 complete in TODO.md

PR #403 Thread Triage (12 threads)

Issue	Severity	Resolution
transcribe command documented but not implemented	High	Removed in PR #447
nltk.download stderr suppressed	Medium	Fixed: stdout suppressed, stderr visible
cmd_stop fixed sleep 2	Medium	Fixed: polling loop (5s, 0.5s intervals)
cmd_status suppresses detect_gpu stderr	Medium	Fixed: no suppression
shift 2>/dev/null || true obscure	Medium	Fixed: explicit if/shift
PyTorch version 2.10+ typo	Medium	Fixed: corrected to 2.4+
CPU fallback to CUDA	Major	Fixed: defaults to --server with warning
Docker guard missing in cmd_stop	Minor	Fixed: command -v docker guard
Concrete IP in help examples	Minor	Fixed: <server-ip> placeholder
API key storage guidance missing	Minor	Fixed: added to docs
transcribe command (CodeRabbit)	Minor	Fixed: removed from docs
README Voice section verbose	Minor	Dismissed: already condensed

ShellCheck: zero violations.

Closes #445

[coderabbitai]

Warning

Rate limit exceeded

@marcusquinn has exceeded the limit for the number of commits that can be reviewed per hour. Please wait 9 minutes and 29 seconds before requesting another review.

⌛ How to resolve this issue?

After the wait time has elapsed, a review can be triggered using the @coderabbitai review command as a PR comment. Alternatively, push new commits to this PR.

We recommend that you space out your commits to avoid hitting the rate limit.

🚦 How do rate limits work?

CodeRabbit enforces hourly rate limits for each developer per organization.

Our paid plans have higher rate limits than the trial, open-source and free plans. In all cases, we re-allow further reviews after a brief timeout.

Please see our FAQ for further information.

✨ Finishing touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Post copyable unit tests in a comment
• Commit unit tests in branch feature/t141

---

Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.

❤️ Share

• X
• Mastodon
• Reddit
• LinkedIn

_{Comment @coderabbitai help to get the list of available commands and usage tips.}

[gemini-code-assist]

Summary of Changes

Hello @marcusquinn, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on administrative tasks related to project management and code review resolution. It updates the TODO.md file to reflect the completion of specific tasks, primarily the comprehensive resolution of all outstanding review threads from a significant prior pull request (#403), ensuring that identified issues have been addressed and documented.

Highlights

• Task Completion: Tasks t141 and t147.6 have been marked as complete in the TODO.md file.
• PR feat: add voice AI integration with HuggingFace speech-to-speech pipeline #403 Review Resolution: All 12 review threads from PR feat: add voice AI integration with HuggingFace speech-to-speech pipeline #403 have been verified against the current code and confirmed as previously fixed.
• Gemini Thread Resolution: Seven previously unresolved Gemini review threads were explicitly resolved via GraphQL.

Changelog

• TODO.md
  • Updated task t147.6 to [x] (complete) with a completion date, signifying the successful triage of 12 review threads from PR feat: add voice AI integration with HuggingFace speech-to-speech pipeline #403.
  • Updated task t141 to [x] (complete) with completion details, noting that all 12 PR feat: add voice AI integration with HuggingFace speech-to-speech pipeline #403 review threads have been verified and resolved. This includes various bug fixes and documentation improvements such as the removal of the transcribe command, visible nltk.download stderr, a polling loop for cmd_stop, CPU fallback to --server, PyTorch version correction, IP placeholders, API key guidance, and a Docker guard.

Activity

• The author verified all 12 PR feat: add voice AI integration with HuggingFace speech-to-speech pipeline #403 review threads against the current code, confirming they were previously fixed.
• The author resolved 7 unresolved Gemini review threads using GraphQL.
• The TODO.md file was updated to mark tasks t141 and t147.6 as complete, reflecting the resolution of the PR feat: add voice AI integration with HuggingFace speech-to-speech pipeline #403 review threads.

Using Gemini Code Assist

The full guide for Gemini Code Assist can be found on our documentation page, here are some quick tips.

Invoking Gemini

You can request assistance from Gemini at any point by creating a comment using either /gemini <command> or @gemini-code-assist <command>. Below is a summary of the supported commands on the current page.

Feature	Command	Description
Code Review	/gemini review	Performs a code review for the current pull request in its current state.
Pull Request Summary	/gemini summary	Provides a summary of the current pull request in its current state.
Comment	@gemini-code-assist	Responds in comments when explicitly tagged, both in pull request comments and review comments.
Help	/gemini help	Displays a list of available commands.

Customization

To customize Gemini Code Assist for GitHub experience, repository maintainers can create a configuration file and/or provide a custom code review style guide (such as PEP-8 for Python) by creating and adding files to a .gemini/ folder in the base of the repository. Detailed instructions can be found here.

Limitations & Feedback

Gemini Code Assist may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with 👍 and 👎 on @gemini-code-assist comments. If you're interested in giving your feedback about your experience with Gemini Code Assist for Github and other Google products, sign up here.

You can also get AI-powered code generation, chat, as well as code reviews directly in the IDE at no cost with the Gemini Code Assist IDE Extension.

Footnotes

1. Review the Privacy Notices, Generative AI Prohibited Use Policy, Terms of Service, and learn how to configure Gemini Code Assist in GitHub here. Gemini can make mistakes, so double check it and use code with caution. ↩

[github-actions]

🔍 Code Quality Report

�[0;35m[MONITOR]�[0m Code Review Monitoring Report

�[0;34m[INFO]�[0m Latest Quality Status:
SonarCloud: 0 bugs, 0 vulnerabilities, 28 code smells

�[0;34m[INFO]�[0m Recent monitoring activity:
Sat Feb 7 20:21:29 UTC 2026: Code review monitoring started
Sat Feb 7 20:21:30 UTC 2026: SonarCloud - Bugs: 0, Vulnerabilities: 0, Code Smells: 28
Sat Feb 7 20:21:30 UTC 2026: Qlty - 0 issues found, auto-formatting applied
Sat Feb 7 20:21:32 UTC 2026: Codacy analysis completed with auto-fixes

📈 Current Quality Metrics

• BUGS: 0
• CODE SMELLS: 28
• VULNERABILITIES: 0

Generated on: Sat Feb 7 20:21:32 UTC 2026

---

Generated by AI DevOps Framework Code Review Monitoring

[sonarqubecloud]

Quality Gate passed

Issues
0 New issues
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube Cloud

[gemini-code-assist]

Code Review

This pull request updates the TODO.md file to mark tasks t141 and t147.6 as complete. The changes accurately reflect the resolution of all review threads from PR #403, as detailed in the pull request description. The updates to the task list and associated notes are clear and follow the established format in the TODO.md file. The changes are correct and no issues were found.

[marcusquinn]

Closing: TODO.md changes conflict with main (already updated). t141/t147.6 status tracked on main.