Paddle Build
PaddlePaddle/Paddle
A skill your agent uses when needing to compile, rebuild, or install Paddle from source after code changes.
Agent skill
External Gitcode Ascend Ascendc Operator Mssanitizer
by ascend-ai-coding in ascend-ai-coding/awesome-ascend-skills
Ascend C 算子 mssanitizer 内存检测分析技能。用于检测和分析算子内存问题：非法内存访问、非法释放、内存泄漏、UB地址越界，生成问题报告。自动识别算子工程类型（ops算子仓用GE IR模式，自定义算子用Python模式）。触发关键词：mssanitizer、内存检测、内存泄漏、非法访问、illegal free、内存错误。
Install External Gitcode Ascend Ascendc Operator Mssanitizer
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-gitcode-ascend-ascendc-operator-mssanitizer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-gitcode-ascend-ascendc-operator-mssanitizer --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/ascendc-operator-mssanitizer .claude/skills/external-gitcode-ascend-ascendc-operator-mssanitizer && 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-ascendc-operator-mssanitizer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/gitcode-ascend/ascendc-operator-mssanitizer into .claude/skills/external-gitcode-ascend-ascendc-operator-mssanitizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-gitcode-ascend-ascendc-operator-mssanitizer", 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/ascendc-operator-mssanitizerType 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-ascendc-operator-mssanitizer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-gitcode-ascend-ascendc-operator-mssanitizer --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/ascendc-operator-mssanitizer .agents/skills/external-gitcode-ascend-ascendc-operator-mssanitizer && 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-ascendc-operator-mssanitizer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/gitcode-ascend/ascendc-operator-mssanitizer into .agents/skills/external-gitcode-ascend-ascendc-operator-mssanitizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-gitcode-ascend-ascendc-operator-mssanitizer", 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-ascendc-operator-mssanitizer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-gitcode-ascend-ascendc-operator-mssanitizer --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/ascendc-operator-mssanitizer .cursor/skills/external-gitcode-ascend-ascendc-operator-mssanitizer && 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-ascendc-operator-mssanitizer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/gitcode-ascend/ascendc-operator-mssanitizer into .cursor/skills/external-gitcode-ascend-ascendc-operator-mssanitizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-gitcode-ascend-ascendc-operator-mssanitizer", 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/ascendc-operator-mssanitizer--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-ascendc-operator-mssanitizer -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-ascendc-operator-mssanitizer --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/ascendc-operator-mssanitizer .gemini/skills/external-gitcode-ascend-ascendc-operator-mssanitizer && 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-ascendc-operator-mssanitizer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/gitcode-ascend/ascendc-operator-mssanitizer into .gemini/skills/external-gitcode-ascend-ascendc-operator-mssanitizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-gitcode-ascend-ascendc-operator-mssanitizer", 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-ascendc-operator-mssanitizerInstalls 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-ascendc-operator-mssanitizer -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/ascendc-operator-mssanitizer .github/skills/external-gitcode-ascend-ascendc-operator-mssanitizer && 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-ascendc-operator-mssanitizer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/gitcode-ascend/ascendc-operator-mssanitizer into .github/skills/external-gitcode-ascend-ascendc-operator-mssanitizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-gitcode-ascend-ascendc-operator-mssanitizer", 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-ascendc-operator-mssanitizer -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-ascendc-operator-mssanitizer --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/ascendc-operator-mssanitizer .opencode/skills/external-gitcode-ascend-ascendc-operator-mssanitizer && 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-ascendc-operator-mssanitizer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/gitcode-ascend/ascendc-operator-mssanitizer into .opencode/skills/external-gitcode-ascend-ascendc-operator-mssanitizer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-gitcode-ascend-ascendc-operator-mssanitizer", 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-ascendc-operator-mssanitizer- GitHub stars
- 174
- Token cost
- ~3.4k tokens
- SKILL.md length
- 778 words
- Files
- 7 (incl. scripts, references)
- Skills in repo
- 69
- Repo updated
- First seen
- Licence
- None found
At a glance
Ascend C 算子 mssanitizer 内存检测分析技能。用于检测和分析算子内存问题：非法内存访问、非法释放、内存泄漏、UB地址越界，生成问题报告。自动识别算子工程类型（ops算子仓用GE IR模式，自定义算子用Python模式）。触发关键词：mssanitizer、内存检测、内存泄漏、非法访问、illegal free、内存错误。
- Works in 3 steps: DataCopy 参数错误 → 内存分配/释放不配对 → UB 缓冲区大小不足
- AI & LLM Engineering work in your project
- SKILL.md covers 概述, 触发条件, 工程类型判断与检测模式选择 and 工具脚本, plus 8 more sections
- Runs Python and Shell scripts from its folder; calls python3, bash and cmake
What it does
External Gitcode Ascend Ascendc Operator Mssanitizer is an agent skill from ascend-ai-coding/awesome-ascend-skills. Ascend C 算子 mssanitizer 内存检测分析技能。用于检测和分析算子内存问题：非法内存访问、非法释放、内存泄漏、UB地址越界，生成问题报告。自动识别算子工程类型（ops算子仓用GE IR模式，自定义算子用Python模式）。触发关键词：mssanitizer、内存检测、内存泄漏、非法访问、illegal free、内存错误。
Its SKILL.md is about 3.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `references/error_types.md`, `references/mssanitizer_usage_guide.md` and `scripts/gen_test_script.py`).
It sits in AI & LLM Engineering. It works with Python and 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
- AI & LLM Engineering work in your project
Example prompts
- “/external-gitcode-ascend-ascendc-operator-mssanitizer”
Requirements
- Python 3
- A Bash shell
- Docker
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- DataCopy 参数错误
- 内存分配/释放不配对
- UB 缓冲区大小不足
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
Ships 4 files in scripts/ (Python and Shell), which the agent can run.
Shell commands in SKILL.md call:
python3bashcmakemake
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
hiascend.com
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 Ascendc Operator Mssanitizer loads about 3.4k tokens when it runs, and up to ~6.9k if it reads all its reference files. Until then it costs about 56 tokens; SKILL.md has 778 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 778 words (~3,438 tokens).
- name
- external-gitcode-ascend-ascendc-operator-mssanitizer
- original-name
- ascendc-mssanitizer
- synced-from
- https://gitcode.com/Ascend/agent-skills
- synced-date
- 2026-05-26
- synced-commit
- 1f7666e7768a0ceb21bb1d40ce4b5179fcb6f1d6
- license
- UNKNOWN
Files
SKILL.md and 6 other files (scripts, references) in external/gitcode-ascend/ascendc-operator-mssanitizer of ascend-ai-coding/awesome-ascend-skills.
- SKILL.md
- references/error_types.md
- references/mssanitizer_usage_guide.md
- scripts/gen_test_script.py
- scripts/parse_mssanitizer_log.py
- scripts/run_mssanitizer.sh
- scripts/run_mssanitizer_geir.sh
Open the folder on GitHubat commit 62a4ecb
Compare with similar skills
External Gitcode Ascend Ascendc Operator Mssanitizer 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 Ascendc Operator Mssanitizer this skillascend-ai-coding/awesome-ascend-skills | 174 | — | ~3.4k | Automated safety check: Pass | None | |
| Paddle BuildPaddlePaddle/Paddle | 24k | — | ~1k | Automated safety check: Pass | Apache-2.0 | |
| Onnxtxtonnx/onnx | 22k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Ako4allTongmingLAIC/AKO4ALL | 369 | — | ~4k | Automated safety check: Pass | MIT | |
| Paddle Op DevPaddlePaddle/Paddle | 24k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Edge Bringupexeex/edge-cores | 110 | — | ~1.7k | Automated safety check: Notes | Apache-2.0 |
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Related
Categories
Questions about External Gitcode Ascend Ascendc Operator Mssanitizer
What does External Gitcode Ascend Ascendc Operator Mssanitizer do?
Ascend C 算子 mssanitizer 内存检测分析技能。用于检测和分析算子内存问题：非法内存访问、非法释放、内存泄漏、UB地址越界，生成问题报告。自动识别算子工程类型（ops算子仓用GE IR模式，自定义算子用Python模式）。触发关键词：mssanitizer、内存检测、内存泄漏、非法访问、illegal free、内存错误。. External Gitcode Ascend Ascendc Operator Mssanitizer is an agent skill from ascend-ai-coding/awesome-ascend-skills.
When should I use External Gitcode Ascend Ascendc Operator Mssanitizer?
External Gitcode Ascend Ascendc Operator Mssanitizer fits situations like: AI & LLM Engineering work in your project.
How do I install External Gitcode Ascend Ascendc Operator Mssanitizer in Claude Code?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-gitcode-ascend-ascendc-operator-mssanitizer -a claude-code`. Or copy the skill folder (external/gitcode-ascend/ascendc-operator-mssanitizer in ascend-ai-coding/awesome-ascend-skills) into .claude/skills/external-gitcode-ascend-ascendc-operator-mssanitizer in your project. Claude Code loads it when a task matches its description.
How do I install External Gitcode Ascend Ascendc Operator Mssanitizer in Codex?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-gitcode-ascend-ascendc-operator-mssanitizer -a codex`. Or copy the skill folder (external/gitcode-ascend/ascendc-operator-mssanitizer in ascend-ai-coding/awesome-ascend-skills) into .agents/skills/external-gitcode-ascend-ascendc-operator-mssanitizer in your project. Codex loads it when a task matches its description.
Can I use External Gitcode Ascend Ascendc Operator Mssanitizer 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-ascendc-operator-mssanitizer -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-ascendc-operator-mssanitizer, .gemini/skills/external-gitcode-ascend-ascendc-operator-mssanitizer, .github/skills/external-gitcode-ascend-ascendc-operator-mssanitizer and .opencode/skills/external-gitcode-ascend-ascendc-operator-mssanitizer in your project.
What does External Gitcode Ascend Ascendc Operator Mssanitizer need to run?
Going by SKILL.md and its folder, External Gitcode Ascend Ascendc Operator Mssanitizer needs Python and a shell for the scripts in its folder and the command-line tools its instructions call (python3, bash, cmake and make). Our summary lists: Python 3; A Bash shell; Docker.
Does External Gitcode Ascend Ascendc Operator Mssanitizer access the network?
SKILL.md names 1 domain. As links in the text: hiascend.com. This is read from the text; nothing was executed.
Is External Gitcode Ascend Ascendc Operator Mssanitizer 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does External Gitcode Ascend Ascendc Operator Mssanitizer use?
No licence was found for External Gitcode Ascend Ascendc Operator Mssanitizer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does External Gitcode Ascend Ascendc Operator Mssanitizer use?
About 3.4k tokens (SKILL.md is roughly 14k 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 3.5k tokens, read only when the agent opens those files.
What are the alternatives to External Gitcode Ascend Ascendc Operator Mssanitizer?
Skills that share tags, products or a category with External Gitcode Ascend Ascendc Operator Mssanitizer: Paddle Build (PaddlePaddle/Paddle, 24k stars), Onnxtxt (onnx/onnx, 22k stars), Ako4all (TongmingLAIC/AKO4ALL, 369 stars) and Paddle Op Dev (PaddlePaddle/Paddle, 24k 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 Ascendc Operator Mssanitizer?
ascend-ai-coding (a GitHub organization) maintains it in ascend-ai-coding/awesome-ascend-skills, which has 174 GitHub stars. The repository holds 69 skills in this directory. The repository was last updated on October 7, 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.