Real Skill packageSource verifiedClawHub registry

huawei-cloud-ascend-small-model-migrate

Migrate vision/detection/segmentation small models to Ascend NPU, covering the full workflow: model structure analysis, migration verification, performance profiling, and optimization. Based on torch_npu and msprof Use this skill when the user wants to: (1) migrate encoder-only models like ResNet, YOLO, UNet to Ascend NPU, (2) analyze model structure for migration feasibility, (3) verify model inference on NPU, (4) identify performance bottlenecks and get optimization suggestions Trigger: user mentions "migrate",…

Identity and source

Publisher attributionhuaweicloudskillregistry owner unverified by skillvetai
Functional categoryAgent Engineering, Security & Governanceautomatically inferred · 55% rule confidence
Package forminstruction with code9 recorded files
Canonical sourceClawHub registryclawhub:huaweicloudskill:huawei-cloud-ascend-small-model-migrate
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Platform declarations

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OpenClawnative officialProvenance: registry distribution

Independent structural checks

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Claude Codeissues found
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 9/23/2026.claude/skills/huawei-cloud-ascend-small-model-migrate
1 structural issue
  • error: compatibility must be a string of at most 500 characters. SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexissues found
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 9/23/2026.agents/skills/huawei-cloud-ascend-small-model-migrate
2 structural issues
  • error: compatibility must be a string of at most 500 characters. SKILL.md
  • warning: Codex portability follows Agent Skills, where allowed-tools is a space-separated string. SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawissues found
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 9/23/2026skills/huawei-cloud-ascend-small-model-migrate
2 structural issues
  • error: compatibility must be a string of at most 500 characters. SKILL.md
  • warning: OpenClaw portability follows Agent Skills, where allowed-tools is a space-separated string. SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @huaweicloudskill/huawei-cloud-ascend-small-model-migrate
clawhub inspect @huaweicloudskill/huawei-cloud-ascend-small-model-migrate --version 1.0.1

Security evidence

SkillVetAI static result: high signal

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
9 / 9 inspected as text
Checked
9/23/2026, 1:28:05 PM
Scanner
0.1.3
Policy
1.0.3
3 automated findings
highDynamic code or shell execution is presentreferences/acceptance-criteria.md:77 · confidence 78%eval(
highDynamic code or shell execution is presentreferences/migration-scripts.md:114 · confidence 78%eval(
highDynamic code or shell execution is presentreferences/verification-method.md:79 · confidence 78%eval(
3 High/Critical review queue entries
STATIC_DYNAMIC_CODE_EXECUTIONpending
STATIC_DYNAMIC_CODE_EXECUTIONpending
STATIC_DYNAMIC_CODE_EXECUTIONpending
Open human review queue →
4 inferred permission indicators
  • shell execution — automatically inferred
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — automatically inferred
1 dependency and API indicators
  • api: clawhub.ai
External clawhub result: suspicious

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
9/21/2026, 6:55:43 AM
Release binding
Matches this record
  • skillspector: suspicious
  • llm: suspicious

Recorded files

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Package content hashsha256:db2a95891b6925d735b70b8cffd5c71ac753d8b5995801d4fbc13be78356bc4f
Show up to 9 recorded paths
  • references/acceptance-criteria.md
  • references/migration-scripts.md
  • references/profiler-sql.md
  • references/report-template.md
  • references/troubleshooting.md
  • references/verification-method.md
  • scripts/analyze_model.py
  • skill-card.md
  • SKILL.md

Source changelog

- Added comprehensive guidance for migrating encoder-only vision models (e.g., YOLO, ResNet, UNet) to Ascend NPU using torch_npu and msprof. - Detailed step-by-step workflow: model structure analysis, migration verification, performance profiling, bottleneck identification, and optimization recommendations. - Clarified supported model types and scenarios; excludes decoder-only large language models. - Provided sample scripts and environment setup instructions for migration and verification. - Listed common triggers and user phrase examples to assist in skill activation.