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chore: complete t062 research on vercel-labs/agent-skills #559
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🔍 Code Quality Report�[0;35m[MONITOR]�[0m Code Review Monitoring Report �[0;34m[INFO]�[0m Latest Quality Status: �[0;34m[INFO]�[0m Recent monitoring activity: 📈 Current Quality Metrics
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WalkthroughUpdated TODO.md task status: t062 (vercel-labs/agent-skills research) marked as completed with comprehensive notes on integration approach and SKILL.md adoption; t071 (voice AI models) marked as blocked due to retry failures. Changes
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Actionable comments posted: 1
🤖 Fix all issues with AI agents
In `@TODO.md`:
- Line 267: Replace the cryptic blocker line "BLOCKED: Max retries exceeded:
clean_exit_no_signal" in the TODO entry with a precise, actionable description
that states (1) which operation was retried (e.g., model download, API request,
subprocess run), (2) which component or tool failed (e.g., Qwen3-TTS installer,
Whisper transcription subprocess, HF inference API), (3) how many retries
occurred and any relevant platform/env (e.g., macOS arm64, GPU/no-GPU), and (4)
what "clean_exit_no_signal" means in this context (e.g., subprocess exited with
code 0 but produced no output, or process terminated without signal). For
example, update the BLOCKED line for the Qwen3-TTS task (tools/voice/ or
tools/ai/voice.md references) to: "BLOCKED: Qwen3-TTS installation retry loop
failed after 3 attempts on macOS arm64 - installer subprocess exited cleanly
with no output (clean_exit_no_signal) while downloading wheels" so future
debuggers know operation, component, retries, platform, and interpretation of
the error.
🧹 Nitpick comments (1)
TODO.md (1)
375-375: Track the react-best-practices follow-up as a formal task.Line 375 mentions "Create follow-up task" for evaluating react-best-practices (57 rules) as a candidate skill import, but no task ID is assigned. To maintain task tracking discipline, add a new task entry (e.g., t154) to the Backlog section.
Example:
- [ ] t154 Evaluate react-best-practices skill from vercel-labs/agent-skills `#research` `#skills` `#code-standards` ~30m (ai:20m read:10m) ref:t062 logged:2026-02-08 - Notes: 57 rules across 8 categories. Assess overlap with existing code-standards.md. Decide: import via /add-skill, merge into code-standards, or skip.
| - Notes: seo/backlink-checker.md created (106 lines). Covers Ahrefs/DataForSEO backlink APIs, WHOIS expired domain detection, reclamation workflow, and integration with existing SEO subagents. | ||
| - [ ] t071 Voice AI models for speech generation and transcription #tools #voice #ai ~30m (ai:20m test:5m read:5m) ref:GH#502 logged:2026-01-24 related:t027 | ||
| - Notes: Add support for voice AI models covering both TTS (speech generation) and STT (transcription). API providers: Hugging Face Inference API (TTS/STT endpoints), ElevenLabs, OpenAI TTS/Whisper. Local models: Qwen3-TTS (0.6B/1.7B, Apache-2.0, 10 languages, voice clone/design/custom, streaming, vLLM support - https://github.com/QwenLM/Qwen3-TTS), Whisper (transcription), Bark, Coqui TTS. Create subagent at tools/voice/ or tools/ai/voice.md covering: model selection (local vs API, quality vs speed), installation (pip install qwen-tts, HF download), usage patterns (TTS generation, voice cloning, voice design, transcription), streaming support, GPU requirements. Related to t027 (hyprwhspr speech-to-text). | ||
| - Notes: Add support for voice AI models covering both TTS (speech generation) and STT (transcription). API providers: Hugging Face Inference API (TTS/STT endpoints), ElevenLabs, OpenAI TTS/Whisper. Local models: Qwen3-TTS (0.6B/1.7B, Apache-2.0, 10 languages, voice clone/design/custom, streaming, vLLM support - https://github.com/QwenLM/Qwen3-TTS), Whisper (transcription), Bark, Coqui TTS. Create subagent at tools/voice/ or tools/ai/voice.md covering: model selection (local vs API, quality vs speed), installation (pip install qwen-tts, HF download), usage patterns (TTS generation, voice cloning, voice design, transcription), streaming support, GPU requirements. Related to t027 (hyprwhspr speech-to-text). BLOCKED: Max retries exceeded: clean_exit_no_signal |
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Clarify the BLOCKED reason with actionable context.
The blocker "Max retries exceeded: clean_exit_no_signal" is cryptic. For future troubleshooting, specify:
- What operation is being retried (model download? API call? subprocess execution?)
- Which component failed (whisper.cpp? qwen-tts? API endpoint?)
- What clean_exit_no_signal indicates
Example: BLOCKED: Qwen3-TTS installation retry loop fails with clean_exit_no_signal after 3 attempts (suspect macOS arm64 compatibility)
🤖 Prompt for AI Agents
In `@TODO.md` at line 267, Replace the cryptic blocker line "BLOCKED: Max retries
exceeded: clean_exit_no_signal" in the TODO entry with a precise, actionable
description that states (1) which operation was retried (e.g., model download,
API request, subprocess run), (2) which component or tool failed (e.g.,
Qwen3-TTS installer, Whisper transcription subprocess, HF inference API), (3)
how many retries occurred and any relevant platform/env (e.g., macOS arm64,
GPU/no-GPU), and (4) what "clean_exit_no_signal" means in this context (e.g.,
subprocess exited with code 0 but produced no output, or process terminated
without signal). For example, update the BLOCKED line for the Qwen3-TTS task
(tools/voice/ or tools/ai/voice.md references) to: "BLOCKED: Qwen3-TTS
installation retry loop failed after 3 attempts on macOS arm64 - installer
subprocess exited cleanly with no output (clean_exit_no_signal) while
downloading wheels" so future debuggers know operation, component, retries,
platform, and interpretation of the error.



Summary
Research Findings
Closes #515
Summary by CodeRabbit