Onnxtxt
onnx/onnx
Read or write ONNX text format ("onnxtxt"). An agent skill from onnx/onnx.
Agent skill
External Gitcode Ascend Atb Aclnn Operator Replacement Designer
by ascend-ai-coding in ascend-ai-coding/awesome-ascend-skills
自动生成 ATB 到 ACLNN 算子替换的详细设计文档。接收用户提供的 ATB 和 ACLNN 接口文档链接， 输出包含参数映射、开发自测、风险评估的 7 章结构化设计文档。
Install External Gitcode Ascend Atb Aclnn Operator Replacement Designer
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-gitcode-ascend-atb-aclnn-operator-replacement-designer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-gitcode-ascend-atb-aclnn-operator-replacement-designer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/external/gitcode-ascend/atb-aclnn-operator-replacement-designer .claude/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "external-gitcode-ascend-atb-aclnn-operator-replacement-designer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/gitcode-ascend/atb-aclnn-operator-replacement-designer into .claude/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-gitcode-ascend-atb-aclnn-operator-replacement-designer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/gitcode-ascend/atb-aclnn-operator-replacement-designerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-gitcode-ascend-atb-aclnn-operator-replacement-designer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-gitcode-ascend-atb-aclnn-operator-replacement-designer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/external/gitcode-ascend/atb-aclnn-operator-replacement-designer .agents/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "external-gitcode-ascend-atb-aclnn-operator-replacement-designer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/gitcode-ascend/atb-aclnn-operator-replacement-designer into .agents/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-gitcode-ascend-atb-aclnn-operator-replacement-designer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-gitcode-ascend-atb-aclnn-operator-replacement-designer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-gitcode-ascend-atb-aclnn-operator-replacement-designer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/external/gitcode-ascend/atb-aclnn-operator-replacement-designer .cursor/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "external-gitcode-ascend-atb-aclnn-operator-replacement-designer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/gitcode-ascend/atb-aclnn-operator-replacement-designer into .cursor/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-gitcode-ascend-atb-aclnn-operator-replacement-designer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ascend-ai-coding/awesome-ascend-skills.git --path external/gitcode-ascend/atb-aclnn-operator-replacement-designer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-gitcode-ascend-atb-aclnn-operator-replacement-designer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-gitcode-ascend-atb-aclnn-operator-replacement-designer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/external/gitcode-ascend/atb-aclnn-operator-replacement-designer .gemini/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "external-gitcode-ascend-atb-aclnn-operator-replacement-designer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/gitcode-ascend/atb-aclnn-operator-replacement-designer into .gemini/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-gitcode-ascend-atb-aclnn-operator-replacement-designer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-gitcode-ascend-atb-aclnn-operator-replacement-designerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-gitcode-ascend-atb-aclnn-operator-replacement-designer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/external/gitcode-ascend/atb-aclnn-operator-replacement-designer .github/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "external-gitcode-ascend-atb-aclnn-operator-replacement-designer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/gitcode-ascend/atb-aclnn-operator-replacement-designer into .github/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-gitcode-ascend-atb-aclnn-operator-replacement-designer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-gitcode-ascend-atb-aclnn-operator-replacement-designer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-gitcode-ascend-atb-aclnn-operator-replacement-designer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/external/gitcode-ascend/atb-aclnn-operator-replacement-designer .opencode/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "external-gitcode-ascend-atb-aclnn-operator-replacement-designer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/gitcode-ascend/atb-aclnn-operator-replacement-designer into .opencode/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-gitcode-ascend-atb-aclnn-operator-replacement-designer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
external-gitcode-ascend-atb-aclnn-operator-replacement-designer- GitHub stars
- 174
- Token cost
- ~2.4k tokens
- SKILL.md length
- 310 words
- Files
- 3 (incl. references)
- Skills in repo
- 70
- Repo updated
- First seen
- Licence
- None found
At a glance
自动生成 ATB 到 ACLNN 算子替换的详细设计文档。接收用户提供的 ATB 和 ACLNN 接口文档链接， 输出包含参数映射、开发自测、风险评估的 7 章结构化设计文档。
- Works in 3 steps: 仅保留 4 节：文档信息 + 需求简述 + 参数映射 + 约束 + 风险 → 跳过完整版的需求详情、规格说明（DFX）、开发自测、实现方案、结论章节 → 文档仍保存至…
- : 用户需要将 ATB 算子替换为 ACLNN 算子并撰写设计文档
- SKILL.md covers 功能概述, 调用时机, 规模检测与分级 and ⚠️ 路径约束（必须执行）, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
External Gitcode Ascend Atb Aclnn Operator Replacement Designer is an agent skill from ascend-ai-coding/awesome-ascend-skills. 自动生成 ATB 到 ACLNN 算子替换的详细设计文档。接收用户提供的 ATB 和 ACLNN 接口文档链接， 输出包含参数映射、开发自测、风险评估的 7 章结构化设计文档。 TRIGGER when: 用户需要将 ATB 算子替换为 ACLNN 算子并撰写设计文档。
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/softmax_aclnn_runner_reference.md` and `templates/design-template.md`).
It sits in AI & LLM Engineering. It works with C++. The repository describes itself as: A comprehensive knowledge base for Huawei Ascend NPU development, structured as distributed Agent Skills. https://ascend-ai-coding.github.io/awesome-ascend-skills/.
When your agent uses it
- : 用户需要将 ATB 算子替换为 ACLNN 算子并撰写设计文档
Example prompts
- “/external-gitcode-ascend-atb-aclnn-operator-replacement-designer”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 仅保留 4 节：文档信息 + 需求简述 + 参数映射 + 约束 + 风险
- 跳过完整版的需求详情、规格说明（DFX）、开发自测、实现方案、结论章节
- 文档仍保存至 {WORKING_DIR}/{op_type}_replacement_design.md，标注为轻量版
What it can do on your machine
Read from SKILL.md and the folder at commit 62a4ecb. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown, bash and cpp).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
External Gitcode Ascend Atb Aclnn Operator Replacement Designer loads about 2.4k tokens when it runs, and up to ~4.9k if it reads all its reference files. Until then it costs about 50 tokens; SKILL.md has 310 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 310 words (~2,402 tokens).
- name
- external-gitcode-ascend-atb-aclnn-operator-replacement-designer
- keywords
- atb, aclnn, operator, replacement, design, 算子, 设计文档, 昇腾
- metadata.author
- ascend-transformer-boost-team + Claude Code + deepseek-v4-pro
- metadata.version
- 1.4.0
- metadata.created
- 2026-04-17
- metadata.updated
- 2026-04-29
- metadata.skill-type
- design
- original-name
- atb-aclnn-operator-replacement-designer
- synced-from
- https://gitcode.com/Ascend/agent-skills
- synced-date
- 2026-05-26
- synced-commit
- 1f7666e7768a0ceb21bb1d40ce4b5179fcb6f1d6
Files
SKILL.md and 2 other files (references) in external/gitcode-ascend/atb-aclnn-operator-replacement-designer of ascend-ai-coding/awesome-ascend-skills.
- SKILL.md
- references/softmax_aclnn_runner_reference.md
- templates/design-template.md
Open the folder on GitHubat commit 62a4ecb
Compare with similar skills
External Gitcode Ascend Atb Aclnn Operator Replacement Designer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| External Gitcode Ascend Atb Aclnn Operator Replacement Designer this skillascend-ai-coding/awesome-ascend-skills | 174 | — | ~2.4k | Automated safety check: Pass | None | |
| Onnxtxtonnx/onnx | 22k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Make Op VerifyCVCUDA/CV-CUDA | 2.7k | — | ~433 | Automated safety check: Pass | Custom licence | |
| Agent Sona Learning Optimizerruvnet/ruflo | 74k | 3 repos | ~516 | Automated safety check: Pass | MIT | |
| Edge Tensor Exampleexeex/edge-cores | 110 | — | ~398 | Automated safety check: Pass | Apache-2.0 | |
| Adapter Systemscragnog/HOT-Step-CPP | 171 | — | ~6.3k | Automated safety check: Pass | MIT |
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CVCUDA/CV-CUDA
Verify a new CV-CUDA operator against the deterministic final regression checklist (the /make-op done-gate).
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ruvnet/ruflo
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Edge Tensor Example
exeex/edge-cores
Build and run the public 64x64 x 128-token tiled circular tensor matmul example on the encrypted Edge Verilator simulator.
Adapter System
scragnog/HOT-Step-CPP
Explains how HOT-Step's LoRA/LoKr adapter system loads, merges, caches, stacks, and regionally masks adapters at runtime, including hard-won failure modes.
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Categories
Questions about External Gitcode Ascend Atb Aclnn Operator Replacement Designer
What does External Gitcode Ascend Atb Aclnn Operator Replacement Designer do?
自动生成 ATB 到 ACLNN 算子替换的详细设计文档。接收用户提供的 ATB 和 ACLNN 接口文档链接， 输出包含参数映射、开发自测、风险评估的 7 章结构化设计文档。. External Gitcode Ascend Atb Aclnn Operator Replacement Designer is an agent skill from ascend-ai-coding/awesome-ascend-skills.
When should I use External Gitcode Ascend Atb Aclnn Operator Replacement Designer?
External Gitcode Ascend Atb Aclnn Operator Replacement Designer fits situations like: : 用户需要将 ATB 算子替换为 ACLNN 算子并撰写设计文档.
How do I install External Gitcode Ascend Atb Aclnn Operator Replacement Designer in Claude Code?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-gitcode-ascend-atb-aclnn-operator-replacement-designer -a claude-code`. Or copy the skill folder (external/gitcode-ascend/atb-aclnn-operator-replacement-designer in ascend-ai-coding/awesome-ascend-skills) into .claude/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer in your project. Claude Code loads it when a task matches its description.
How do I install External Gitcode Ascend Atb Aclnn Operator Replacement Designer in Codex?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-gitcode-ascend-atb-aclnn-operator-replacement-designer -a codex`. Or copy the skill folder (external/gitcode-ascend/atb-aclnn-operator-replacement-designer in ascend-ai-coding/awesome-ascend-skills) into .agents/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer in your project. Codex loads it when a task matches its description.
Can I use External Gitcode Ascend Atb Aclnn Operator Replacement Designer in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-gitcode-ascend-atb-aclnn-operator-replacement-designer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer, .gemini/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer, .github/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer and .opencode/skills/external-gitcode-ascend-atb-aclnn-operator-replacement-designer in your project.
What does External Gitcode Ascend Atb Aclnn Operator Replacement Designer need to run?
SKILL.md names no scripts, command-line tools or credentials: External Gitcode Ascend Atb Aclnn Operator Replacement Designer is instructions for the agent only.
Does External Gitcode Ascend Atb Aclnn Operator Replacement Designer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is External Gitcode Ascend Atb Aclnn Operator Replacement Designer safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does External Gitcode Ascend Atb Aclnn Operator Replacement Designer use?
No licence was found for External Gitcode Ascend Atb Aclnn Operator Replacement Designer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does External Gitcode Ascend Atb Aclnn Operator Replacement Designer use?
About 2.4k tokens (SKILL.md is roughly 9.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.5k tokens, read only when the agent opens those files.
What are the alternatives to External Gitcode Ascend Atb Aclnn Operator Replacement Designer?
Skills that share tags, products or a category with External Gitcode Ascend Atb Aclnn Operator Replacement Designer: Onnxtxt (onnx/onnx, 22k stars), Make Op Verify (CVCUDA/CV-CUDA, 2.7k stars), Agent Sona Learning Optimizer (ruvnet/ruflo, 74k stars) and Edge Tensor Example (exeex/edge-cores, 110 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains External Gitcode Ascend Atb Aclnn Operator Replacement Designer?
ascend-ai-coding (a GitHub organization) maintains it in ascend-ai-coding/awesome-ascend-skills, which has 174 GitHub stars. The repository holds 70 skills in this directory. The repository was last updated on October 8, 2026.
Source: ascend-ai-coding/awesome-ascend-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.