Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Curator
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Curator
Best first install candidate based on install readiness and adoption.
Freshest repo
quark-torch-llm-ptq
Most recent maintenance signal among this shortlist.
| Signal | Curator Synthetic data curation for post-training and structured data extraction | quark-torch-llm-ptq Runs an end-to-end AMD Quark post-training quantization workflow for PyTorch / Hugging Face LLMs: inspect a Hub or local model, choose a quantization plan, create reproducible artifacts, request execution approval, and produce a quantized model. Applies to Llama, Qwen, Mistral, and similar transformer LLM requests involving FP8, INT4, or another Quark scheme. Does not handle .onnx model inputs or ONNX PTQ. |
|---|---|---|
| Quality | 98/100 Excellent | 67/100 Promising |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 66/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 1.7K stars Verified outcomes are shown on each skill page | 395 stars Verified outcomes are shown on each skill page |
| Freshness | Jun 20, 2026 | Oct 7, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Machine Learning, Claude Code | Claude Code |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet |
| Best for | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 13 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add bespokelabsai/curator | $ npx skills add amd/skills --skill quark-torch-llm-ptq |