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Add Claude skills for AutoRound#1686

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lvliang-intel merged 8 commits intomainfrom
lvl/add_claude_skills
Apr 17, 2026
Merged

Add Claude skills for AutoRound#1686
lvliang-intel merged 8 commits intomainfrom
lvl/add_claude_skills

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@lvliang-intel
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Description

Add Claude skills for AutoRound

Type of Change

  • Bug fix
  • New feature
  • Documentation update
  • Performance improvement
  • Code refactoring
  • Other (please specify):

Related Issues

Fixes or relates to #

Checklist Before Submitting

  • My code has been tested locally.
  • Documentation has been updated as needed.
  • New or updated tests are included where applicable.

Signed-off-by: lvliang-intel <liang1.lv@intel.com>
Copilot AI review requested due to automatic review settings April 15, 2026 07:33
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Azure Pipelines:
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Azure Pipelines:
6 pipeline(s) were filtered out due to trigger conditions.
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Pull request overview

Adds a set of Claude “skills” (workflow checklists/how-tos) under .claude/skills/ to standardize common contributor tasks in the AutoRound repo (PR review, adding data types, export formats, VLM support, and inference backends).

Changes:

  • Introduces a PR review skill with an AutoRound-specific checklist (incl. quantization and CN translation parity checks).
  • Adds step-by-step contributor skills for adding VLM models, quantization data types, export formats, and inference backends.
  • Adds an index/readme for the available skills.

Reviewed changes

Copilot reviewed 6 out of 6 changed files in this pull request and generated 8 comments.

Show a summary per file
File Description
.claude/skills/review-pr/SKILL.md PR review workflow/checklist tailored to AutoRound.
.claude/skills/readme.md Overview/index of available skills.
.claude/skills/add-vlm-model/SKILL.md Workflow for integrating new VLM support (blocks/templates/handlers/tests/docs).
.claude/skills/add-quantization-datatype/SKILL.md Workflow for adding and registering a new quantization data type.
.claude/skills/add-inference-backend/SKILL.md Workflow for registering and implementing a new inference backend.
.claude/skills/add-export-format/SKILL.md Workflow for adding a new export format and wiring it into formats/backends.

Comment thread .claude/skills/add-export-format/SKILL.md
Comment thread .claude/skills/add-inference-backend/SKILL.md Outdated
Comment thread .claude/skills/add-export-format/SKILL.md
Comment thread .claude/skills/review-pr/SKILL.md
Comment thread .claude/skills/add-vlm-model/SKILL.md
Comment thread .claude/skills/add-quantization-datatype/SKILL.md
Comment thread .claude/skills/add-inference-backend/SKILL.md
Comment thread .claude/skills/add-export-format/SKILL.md Outdated
@wenhuach21
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I was wondering whether it’s possible to leverage this to automatically generate export-format code for MAC

@hshen14 hshen14 mentioned this pull request Apr 15, 2026
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@lvliang-intel
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I was wondering whether it’s possible to leverage this to automatically generate export-format code for MAC

The generated code may require debugging and is not guaranteed to function correctly out of the box.

Signed-off-by: lvliang-intel <liang1.lv@intel.com>
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Azure Pipelines:
6 pipeline(s) were filtered out due to trigger conditions.
1 pipeline(s) require an authorized user to comment /azp run to run.

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Azure Pipelines:
6 pipeline(s) were filtered out due to trigger conditions.
1 pipeline(s) require an authorized user to comment /azp run to run.

@yiliu30
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yiliu30 commented Apr 17, 2026

Hi @lvliang-intel , how about we get this landed first and iterate with more updates afterward?

@lvliang-intel
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about we get this landed first and iterate with more updates afterward?

Sure

@lvliang-intel
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/azp run Unit-Test-CUDA-AutoRound

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Azure Pipelines could not run because the pipeline triggers exclude this branch/path.

@lvliang-intel lvliang-intel merged commit 4abe406 into main Apr 17, 2026
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@lvliang-intel lvliang-intel deleted the lvl/add_claude_skills branch April 17, 2026 02:35
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5 participants