Individual skill
quantization-agent
Hyperloom sub-agent that drives the AMD Quark PTQ skill chain end-to-end from a natural-language prompt. Produces a HuggingFace-format quantized model directory plus a structured assessment of every artifact that the Quark workflow + validator + llm-eval skills emit. Single public entry: `quantize_via_prompt(prompt, *, workspace, options=QuantSkillRunOptions(), runner_fn=None, log=None)`.
src/hyperloom/agents/quantization/SKILL.md
Source commit e90e8483681992cc4a51a73bb1a4751ea0d2d8eb
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 7, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 264
- Repository last updated
- Nov 8, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent Repository topic
- llm Repository topic
- python Repository topic
- skills Repository topic
- ai-agents Repository topic
- amd Repository topic
- amd-gpu Repository topic
- gpu Repository topic
- gpu-kernels Repository topic
- hip Repository topic
- operations Derived category
- testing Derived category
- testing-browser Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
README.mddoc · 8,798 bytesSKILL.mdcore · 16,564 bytesSKILL.mdcore · 16,564 bytesSKILL.mdcore · 16,564 bytesSKILL.mdcore · 16,564 bytesSKILL.mdcore · 16,564 bytesSKILL.mdcore · 16,564 bytesSKILL.mdcore · 16,564 bytesSKILL.mdcore · 16,564 bytesSKILL.mdcore · 16,564 bytes__init__.pyruns · 244 bytescli.pyruns · 3,778 bytesdriver/__init__.pyruns · 54 bytesdriver/assessment.pyruns · 12,226 bytesdriver/eval.pyruns · 2,622 bytesdriver/outcomes.pyruns · 6,109 bytesdriver/result_collector.pyruns · 7,304 bytesdriver/retry.pyruns · 11,581 bytesdriver/runner.pyruns · 11,969 bytestests/__init__.pyruns · 0 bytestests/conftest.pyruns · 8,365 bytestests/test_assessment.pyruns · 3,920 bytestests/test_assessment_classifier.pyruns · 18,414 bytestests/test_eval.pyruns · 4,856 bytestests/test_outcomes.pyruns · 3,638 bytestests/test_result_collector.pyruns · 6,060 bytestests/test_retry.pyruns · 2,529 bytestests/test_retry_loop.pyruns · 37,441 bytestests/test_runner.pyruns · 11,983 bytestests/test_runner_collector.pyruns · 6,873 bytes
No licensed excerpt is available. You can inspect the pinned source.