Pytorch Clickhouse
pytorch/test-infra
Load this FIRST whenever working with PyTorch CI data (any pytorch/ org repo), the torchci/HUD codebase, or the PyTorch HUD ClickHouse database.
Agent skill
External Mindstudio Ascend Profiler DB Explorer
by ascend-ai-coding in ascend-ai-coding/awesome-ascend-skills
面向 Ascend PyTorch Profiler / msprof DB（如 ascendpytorchprofiler.db、msprof.db）的 SQL 分析技能。将自然语言问题（算子耗时、通信、下发、调度、schema/table 查询）转为安全可执行 SQL，并按需从官方文档提取表结构详情。
Install External Mindstudio Ascend Profiler DB Explorer
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-mindstudio-ascend-profiler-db-explorer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-mindstudio-ascend-profiler-db-explorer --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/mindstudio/ascend-profiler-db-explorer .claude/skills/external-mindstudio-ascend-profiler-db-explorer && 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-mindstudio-ascend-profiler-db-explorer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/mindstudio/ascend-profiler-db-explorer into .claude/skills/external-mindstudio-ascend-profiler-db-explorer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-mindstudio-ascend-profiler-db-explorer", 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/mindstudio/ascend-profiler-db-explorerType 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-mindstudio-ascend-profiler-db-explorer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-mindstudio-ascend-profiler-db-explorer --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/mindstudio/ascend-profiler-db-explorer .agents/skills/external-mindstudio-ascend-profiler-db-explorer && 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-mindstudio-ascend-profiler-db-explorer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/mindstudio/ascend-profiler-db-explorer into .agents/skills/external-mindstudio-ascend-profiler-db-explorer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-mindstudio-ascend-profiler-db-explorer", 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-mindstudio-ascend-profiler-db-explorer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-mindstudio-ascend-profiler-db-explorer --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/mindstudio/ascend-profiler-db-explorer .cursor/skills/external-mindstudio-ascend-profiler-db-explorer && 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-mindstudio-ascend-profiler-db-explorer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/mindstudio/ascend-profiler-db-explorer into .cursor/skills/external-mindstudio-ascend-profiler-db-explorer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-mindstudio-ascend-profiler-db-explorer", 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/mindstudio/ascend-profiler-db-explorer--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-mindstudio-ascend-profiler-db-explorer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-mindstudio-ascend-profiler-db-explorer --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/mindstudio/ascend-profiler-db-explorer .gemini/skills/external-mindstudio-ascend-profiler-db-explorer && 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-mindstudio-ascend-profiler-db-explorer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/mindstudio/ascend-profiler-db-explorer into .gemini/skills/external-mindstudio-ascend-profiler-db-explorer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-mindstudio-ascend-profiler-db-explorer", 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-mindstudio-ascend-profiler-db-explorerInstalls 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-mindstudio-ascend-profiler-db-explorer -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/mindstudio/ascend-profiler-db-explorer .github/skills/external-mindstudio-ascend-profiler-db-explorer && 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-mindstudio-ascend-profiler-db-explorer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/mindstudio/ascend-profiler-db-explorer into .github/skills/external-mindstudio-ascend-profiler-db-explorer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-mindstudio-ascend-profiler-db-explorer", 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-mindstudio-ascend-profiler-db-explorer -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-mindstudio-ascend-profiler-db-explorer --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/mindstudio/ascend-profiler-db-explorer .opencode/skills/external-mindstudio-ascend-profiler-db-explorer && 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-mindstudio-ascend-profiler-db-explorer" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/mindstudio/ascend-profiler-db-explorer into .opencode/skills/external-mindstudio-ascend-profiler-db-explorer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-mindstudio-ascend-profiler-db-explorer", 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-mindstudio-ascend-profiler-db-explorer- GitHub stars
- 174
- Token cost
- ~1.4k tokens
- SKILL.md length
- 285 words
- Files
- 3 (incl. scripts, references)
- Skills in repo
- 70
- Repo updated
- First seen
- Licence
- None found
At a glance
面向 Ascend PyTorch Profiler / msprof DB（如 ascendpytorchprofiler.db、msprof.db）的 SQL 分析技能。将自然语言问题（算子耗时、通信、下发、调度、schema/table 查询）转为安全可执行 SQL，并按需从官方文档提取表结构详情。
- Works in 6 steps: 先获取当前 db 的真实表名（推荐） → 用脚本做文档/DB 对齐（推荐） → get_schema_by_table_name(table_name) → …
- Tasks that involve Performance optimization
- SKILL.md covers 技能目标, 角色定位, 使用场景 and 触发词（召回增强）, plus 5 more sections
- Runs Python scripts from its folder; calls python3 and sqlite3
What it does
External Mindstudio Ascend Profiler DB Explorer is an agent skill from ascend-ai-coding/awesome-ascend-skills. 面向 Ascend PyTorch Profiler / msprof DB（如 ascendpytorchprofiler.db、msprof.db）的 SQL 分析技能。将自然语言问题（算子耗时、通信、下发、调度、schema/table 查询）转为安全可执行 SQL，并按需从官方文档提取表结构详情。
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts and reference files (for example `references/profiler_db_data_format.md` and `scripts/get_schema.py`).
It sits in Development, covering Performance optimization, Deep learning and SQL. It works with SQL, PyTorch and SQLite. 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
- Tasks that involve Performance optimization
- Tasks that involve Deep learning
- Tasks that involve SQL
Example prompts
- “/external-mindstudio-ascend-profiler-db-explorer”
Requirements
- Python 3
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- 先获取当前 db 的真实表名（推荐）
- 用脚本做文档/DB 对齐（推荐）
- get_schema_by_table_name(table_name)
- 算子计算明细宏 (Compute Macro)
- 通信明细宏 (Communication Macro)
- 下发映射宏 (Dispatch Macro)
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 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3sqlite3
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 Mindstudio Ascend Profiler DB Explorer loads about 1.4k tokens when it runs, and up to ~8.4k if it reads all its reference files. Until then it costs about 52 tokens; SKILL.md has 285 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 285 words (~1,401 tokens).
- name
- external-mindstudio-ascend-profiler-db-explorer
- keywords
- db, sqlite, sql, table, schema, ascend-pytorch-profiler-db, ascend_pytorch_profiler, 算子耗时, 通信耗时, 下发分析, 调度分析
- original-name
- ascend_pytorch_profiler_db_explorer
- synced-from
- https://github.com/kali20gakki/mindstudio-skills
- synced-date
- 2026-05-26
- synced-commit
- f6695da3cfa864a100db5a94f594b638aeff6389
- license
- UNKNOWN
Files
SKILL.md and 2 other files (scripts, references) in external/mindstudio/ascend-profiler-db-explorer of ascend-ai-coding/awesome-ascend-skills.
- SKILL.md
- references/profiler_db_data_format.md
- scripts/get_schema.py
Open the folder on GitHubat commit 62a4ecb
Compare with similar skills
External Mindstudio Ascend Profiler DB Explorer 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 Mindstudio Ascend Profiler DB Explorer this skillascend-ai-coding/awesome-ascend-skills | 174 | — | ~1.4k | Automated safety check: Pass | None | |
| Pytorch Clickhousepytorch/test-infra | 113 | — | ~2.8k | Automated safety check: Pass | Custom licence | |
| The Art of Debuggingstas00/the-art-of-debugging | 1.7k | — | ~6.1k | Automated safety check: Notes | CC-BY-SA-4.0 | |
| Android Profilerarindamxd/camerax-android | 132 | 2 repos | ~493 | Automated safety check: Pass | Apache-2.0 | |
| Torch Performance Optimizationalbumentations-team/albucore | 123 | — | ~895 | Automated safety check: Pass | MIT | |
| Database Scoutzebbern/claude-code-guide | 4.7k | — | ~1.1k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about External Mindstudio Ascend Profiler DB Explorer
What does External Mindstudio Ascend Profiler DB Explorer do?
面向 Ascend PyTorch Profiler / msprof DB（如 ascendpytorchprofiler.db、msprof.db）的 SQL 分析技能。将自然语言问题（算子耗时、通信、下发、调度、schema/table 查询）转为安全可执行 SQL，并按需从官方文档提取表结构详情。. External Mindstudio Ascend Profiler DB Explorer is an agent skill from ascend-ai-coding/awesome-ascend-skills.
When should I use External Mindstudio Ascend Profiler DB Explorer?
External Mindstudio Ascend Profiler DB Explorer fits situations like: tasks that involve Performance optimization; tasks that involve Deep learning; tasks that involve SQL.
How do I install External Mindstudio Ascend Profiler DB Explorer in Claude Code?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-mindstudio-ascend-profiler-db-explorer -a claude-code`. Or copy the skill folder (external/mindstudio/ascend-profiler-db-explorer in ascend-ai-coding/awesome-ascend-skills) into .claude/skills/external-mindstudio-ascend-profiler-db-explorer in your project. Claude Code loads it when a task matches its description.
How do I install External Mindstudio Ascend Profiler DB Explorer in Codex?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-mindstudio-ascend-profiler-db-explorer -a codex`. Or copy the skill folder (external/mindstudio/ascend-profiler-db-explorer in ascend-ai-coding/awesome-ascend-skills) into .agents/skills/external-mindstudio-ascend-profiler-db-explorer in your project. Codex loads it when a task matches its description.
Can I use External Mindstudio Ascend Profiler DB Explorer 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-mindstudio-ascend-profiler-db-explorer -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-mindstudio-ascend-profiler-db-explorer, .gemini/skills/external-mindstudio-ascend-profiler-db-explorer, .github/skills/external-mindstudio-ascend-profiler-db-explorer and .opencode/skills/external-mindstudio-ascend-profiler-db-explorer in your project.
What does External Mindstudio Ascend Profiler DB Explorer need to run?
Going by SKILL.md and its folder, External Mindstudio Ascend Profiler DB Explorer needs Python for the scripts in its folder and the command-line tools its instructions call (python3 and sqlite3). Our summary lists: Python 3.
Does External Mindstudio Ascend Profiler DB Explorer 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 Mindstudio Ascend Profiler DB Explorer 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 Mindstudio Ascend Profiler DB Explorer use?
No licence was found for External Mindstudio Ascend Profiler DB Explorer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does External Mindstudio Ascend Profiler DB Explorer use?
About 1.4k tokens (SKILL.md is roughly 5.6k 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 7k tokens, read only when the agent opens those files.
What are the alternatives to External Mindstudio Ascend Profiler DB Explorer?
Skills that share tags, products or a category with External Mindstudio Ascend Profiler DB Explorer: Pytorch Clickhouse (pytorch/test-infra, 113 stars), The Art of Debugging (stas00/the-art-of-debugging, 1.7k stars), Android Profiler (arindamxd/camerax-android, 132 stars) and Torch Performance Optimization (albumentations-team/albucore, 123 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains External Mindstudio Ascend Profiler DB Explorer?
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 9, 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.