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ascend-transformer-boost

昇腾 Transformer 加速库（ATB）核心技能集索引（Index Skill）。 整合 8 大核心技能：CANN 安装部署、ATB 测试框架编译、 ATB→ACLNN 算子替换设计文档生成、ATB→ACLNN 算子迁移，覆盖昇腾 NPU 开发全链路。

Skill by ascend-transformer-boost-team + Claude + Claude Code + deepseek-v4-pro

IndexedMulanPSL-2.0★ 52
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/ascend-ascend-transformer-boost

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

昇腾 Transformer 加速库（ATB）核心技能集索引（Index Skill）。 整合 8 大核心技能：CANN 安装部署、ATB 测试框架编译、 ATB→ACLNN 算子替换设计文档生成、ATB→ACLNN 算子迁移，覆盖昇腾 NPU 开发全链路。

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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Shell scripts

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/ascend-transformer-boost

What's inside

Skill name
ascend-transformer-boost
Description
昇腾 Transformer 加速库（ATB）核心技能集索引（Index Skill）。 整合 8 大核心技能：CANN 安装部署、ATB 测试框架编译、 ATB→ACLNN 算子替换设计文档生成、ATB→ACLNN 算子迁移，覆盖昇腾 NPU 开发全链路。
License
MulanPSL-2.0
Metadata
author: ascend-transformer-boost-team + Claude + Claude Code + deepseek-v4-pro · created: 2026-04-17 · updated: 2026-04-29 · version: 1.5.0 · skill-type: index · allowed-tools: Bash(*) Read(*) Edit(*)
Instructions
172 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (17)

  • SKILL.md
  • agent-skills-background.md · docs/
  • atb-skills-guide.md · docs/
  • project-description.md · rules/
  • SKILL.md · skills/atb-aclnn-operator-migration/
  • SKILL.md · skills/atb-aclnn-operator-replacement-designer/
  • softmax_aclnn_runner_reference.md · skills/atb-aclnn-operator-replacement-designer/references/
  • design-template.md · skills/atb-aclnn-operator-replacement-designer/templates/
  • SKILL.md · skills/atb-csv-testcase-generator/
  • SKILL.md · skills/atb-csv-tester/
  • run-csv-tests.sh · skills/atb-csv-tester/scripts/
  • run-tests.sh · skills/atb-csv-tester/tests/
  • SKILL.md · skills/atb-debug-guide/
  • SKILL.md · skills/atb-nnal-installer/
  • SKILL.md · skills/atb-ops-to-aclnn-migration-workflow/
  • TASK_TEMPLATE.md · skills/atb-ops-to-aclnn-migration-workflow/
  • SKILL.md · skills/atb-testframework-build/

SKILL.md (first lines)

# ascend-transformer-boost 技能集

## Quick Reference

**用途**: ATB（Ascend Transformer Boost）开发全流程技能索引，从环境搭建到算子迁移。

**核心命令**:
```bash
# 迁移标准化工作流
atb-ops-to-aclnn-migration-workflow
```

## 调用时机

当用户提到以下关键词时触发此索引：

- `ATB` / `ascend-transformer-boost` / `ascend transformer boost`
- `昇腾` + `开发环境` / `NPU`
- `ATB` + `ACLNN` / `算子迁移`
- `CANN` + `安装` / `910B` / `950`
- `ATB` + `CSV` / `测试` / `调试`

---

## 详细内容

<details>
<summary>🔍 查看详细内容</summary>

### 技能索引表

| 技能目录 | 名称 | 类型 | 核心功能 |
|---------|------|------|---------|
| [atb-ops-to-aclnn-migration-workflow/](skills/atb-ops-to-aclnn-migration-workflow/) | OPS→ACLNN 迁移标准化工作流 | workflow-template | **7 阶段标准化工作流模板，含 HIL 用户确认机制** |
| [atb-nnal-installer/](skills/atb-nnal-installer/) | CANN NNAL 安装 | env-setup | NNAL 安装（Toolkit+Kernels 由 cann-operator-env-config 提供） |
| [atb-testframework-build/](skills/atb-testframework-build/) | ATB 测试框架编译 | build | 全量编译 / 增量编译，GitHub→gitcode 镜像源替换 |
| [atb-aclnn-operator-replacement-designer/](skills/atb-aclnn-operator-replacement-designer/) | ATB→ACLNN 算子替换设计文档生成 | design | 输入 ATB/ACLNN 接口链接，生成 7 章结构化设计文档，**含 HIL 用户确认** |
| [atb-aclnn-operator-migration/](skills/atb-aclnn-operator-migration/) | ATB→ACLNN 算子迁移工具 | migration | 执行算子迁移，910B/950 设备启用 ACLNN 加速 |
| [atb-csv-tester/](skills/atb-csv-tester/) | ATB CSV 测试执行 | test | 运行 CSV 格式 ATB 测试用例 |
| [atb-csv-testcase-generator/](skills/atb-csv-testcase-generator/) | ATB CSV 测试用例生成 | testcase | 正例/反例/性能测试设计，覆盖率分析，**含 HIL 用户确认** |
| [atb-debug-guide/](skills/atb-debug-guide/) | ATB 调试指南 | debug | 环境问题排查、ABI版本、内存错误、CSV测试失败 |

### 技能依赖关系

```
ascend-transformer-boost (Index Skill)
│
├── atb-ops-to-aclnn-migration-workflow         ← 标准化工作流模板
│       │
├── atb-nnal-installer                 ← 依赖 cann-operator-env-config（提供 Toolkit+Kernels）
│       │
├── atb-testframework-build             ← 依赖 atb-nnal-installer
│       │
├── atb-aclnn-operator-replacement-designer  ← 独立，迁移前必需
│       │ (含 HIL 用户确认 Gate 1)
│       │
├── atb-csv-testcase-generator          ← 依赖设计文档
│       │ (含 HIL 用户确认 Gate 2)
│       │
├── atb-aclnn-operator-migration        ← 依赖 atb-nnal-installer + 设计文档
│       │ (依赖 Gate 1 & Gate 2 通过)
│       │
├── atb-csv-tester                      ← 依赖 atb-nnal-installer + 测试框架
│       │
└── atb-debug-guide                    ← 辅助技能，独立使用
```

### 标准化工作流调用时序

```
[Phase 0] 前置学习
    │
    ▼
[Phase 1] 设计文档生成
    └─ atb-aclnn-operator-replacement-designer
        │
        └── [Gate 1: 用户确认] ⭐
                │
                ▼
[Phase 2] CSV用例设计
    └─ atb-csv-testcase-generator
        │
        └── [Gate 2: 用户确认] ⭐
                │
                ▼
[Phase 3] 实际迁移
    └─ atb-aclnn-operator-migration
        │
        ▼
[Phase 4] 编译验证
    └─ atb-testframework-build
        │ (失败) → atb-debug-guide
        ▼
[Phase 5a] 小范围验证（双文件）
    ├─ Step 1: atb-csv-tester（前台 _func.csv，正例+反例）
    └─ Step 2: subagent（后台 _perf.csv，逐个 -n N:N 避免 OOM）
        │ (失败) → atb-debug-guide
        ▼
[Phase 5b] 全量回归（汇合 subagent 结果）
    └─ atb-csv-tester (Gate 5 全量通过)
        │ (失败) → atb-debug-guide
        ▼
[Phase 6] 交付报告
```

### 依赖矩阵

| 调用技能 | 前置技能 | 前置条件 |
|---------|---------|---------|
| `atb-ops-to-aclnn-migration-workflow` | 无 | 作为整体流程参考 |
| `atb-nnal-installer` | cann-operator-env-config | NPU 驱动已安装，Toolkit+Kernels 已由 cann-operator-env-config 安装 |
| `atb-testframework-build` | atb-nnal-installer | CANN 环境、ATB 源码、Docker 容器 |
| `atb-aclnn-operator-replacement-designer` | 无 | ATB/ACLNN 接口文档链接 |
| `atb-csv-testcase-generator` | 无 | ATB 源码、接口规格文档、**设计文档已确认** |
| `atb-aclnn-operator-migration` | atb-nnal-installer + replacement-designer | CANN 环境、ATB 源码、设计文档、**CSV 用例已确认** |
| `atb-csv-tester` | atb-nnal-installer + atb-testframework-build | CANN 环境、ATB 测试框架 |
| `atb-debug-guide` | 无 | CANN 环境、ATB 测试框架 |

### 编译验证约束

From Ascend/agent-skills, MulanPSL-2.0.

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From GitHub (fetched Oct 24, 2026).

Details

Version
1.5.0
License
MulanPSL-2.0
Repository
github.com/Ascend/agent-skills
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql
Cite this page

ascend-transformer-boost skill. Agent Mart. https://agentmart.dev/skills/ascend-ascend-transformer-boost (last updated 2026-10-24)