Paddle Debug
PaddlePaddle/Paddle
在 Paddle 代码库中定位问题并输出高质量调试报告的专用技能。当遇到以下场景时优先使用:(1) Paddle 框架 bug 调试,(2) 算子实现问题排查,(3) 训练脚本异常诊断,(4) 分布式训练故障定位,(5) CUDA/GPU 相关错误处理,(6) 需要生成结构化调试报告。
Generate a local phyai environment report for debugging system, Python, CUDA/GPU, dependency, workspace package, git, and PHYAI configuration issues.
$ npx skills add mingti-org/phyai --skill phyai-local-env-report -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mingti-org/phyai phyai-local-env-report --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/mingti-org/phyai.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/phyai-local-env-report .claude/skills/phyai-local-env-report && 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 "phyai-local-env-report" agent skill from https://github.com/mingti-org/phyai/tree/main/.claude/skills/phyai-local-env-report into .claude/skills/phyai-local-env-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "phyai-local-env-report", 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/mingti-org/phyai/tree/main/.claude/skills/phyai-local-env-reportType 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 mingti-org/phyai --skill phyai-local-env-report -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mingti-org/phyai phyai-local-env-report --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mingti-org/phyai.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/phyai-local-env-report .agents/skills/phyai-local-env-report && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "phyai-local-env-report" agent skill from https://github.com/mingti-org/phyai/tree/main/.claude/skills/phyai-local-env-report into .agents/skills/phyai-local-env-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "phyai-local-env-report", 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 mingti-org/phyai --skill phyai-local-env-report -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mingti-org/phyai phyai-local-env-report --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mingti-org/phyai.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/phyai-local-env-report .cursor/skills/phyai-local-env-report && 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 "phyai-local-env-report" agent skill from https://github.com/mingti-org/phyai/tree/main/.claude/skills/phyai-local-env-report into .cursor/skills/phyai-local-env-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "phyai-local-env-report", 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/mingti-org/phyai.git --path .claude/skills/phyai-local-env-report--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 mingti-org/phyai --skill phyai-local-env-report -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mingti-org/phyai phyai-local-env-report --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mingti-org/phyai.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/phyai-local-env-report .gemini/skills/phyai-local-env-report && 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 "phyai-local-env-report" agent skill from https://github.com/mingti-org/phyai/tree/main/.claude/skills/phyai-local-env-report into .gemini/skills/phyai-local-env-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "phyai-local-env-report", 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 mingti-org/phyai phyai-local-env-reportInstalls 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 mingti-org/phyai --skill phyai-local-env-report -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mingti-org/phyai.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/phyai-local-env-report .github/skills/phyai-local-env-report && 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 "phyai-local-env-report" agent skill from https://github.com/mingti-org/phyai/tree/main/.claude/skills/phyai-local-env-report into .github/skills/phyai-local-env-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "phyai-local-env-report", 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 mingti-org/phyai --skill phyai-local-env-report -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mingti-org/phyai phyai-local-env-report --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mingti-org/phyai.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/phyai-local-env-report .opencode/skills/phyai-local-env-report && 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 "phyai-local-env-report" agent skill from https://github.com/mingti-org/phyai/tree/main/.claude/skills/phyai-local-env-report into .opencode/skills/phyai-local-env-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "phyai-local-env-report", 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.
phyai-local-env-reportGenerate a local phyai environment report for debugging system, Python, CUDA/GPU, dependency, workspace package, git, and PHYAI configuration issues.
Phyai Local Env Report is an agent skill from mingti-org/phyai. Generate a local phyai environment report for debugging system, Python, CUDA/GPU, dependency, workspace package, git, and PHYAI configuration issues. Use when asked to inspect, summarize, export, or diagnose the current phyai development/runtime environment.
Its SKILL.md is about 590 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/collect_env_report.py`).
It sits in Development. It works with CUDA, Python and Git. The repository describes itself as: PhyAI is a high-performance framework for running Physical AI models (VLA, WAM, and beyond), supporting both cloud-based serving and on-device deployment. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 36a46bf. It shows what the files ask for, not the result of running them.
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.
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
uvpythonFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Phyai Local Env Report loads about 590 tokens when it runs. Until then it costs about 71 tokens; SKILL.md has 228 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.
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.
The full file from mingti-org/phyai at commit 36a46bf, republished under its MIT licence (© mingti-org). 228 words, ~590 tokens.
.claude/skills/phyai-local-env-report/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Use this skill to produce a reproducible local environment report for the
phyai monorepo. Prefer the bundled script over ad hoc command collection.
From the repository root:
uv run python .claude/skills/phyai-local-env-report/scripts/collect_env_report.pyTo save a report:
uv run python .claude/skills/phyai-local-env-report/scripts/collect_env_report.py --output reports/local-env.mdIf uv is unavailable, run the same script with the active Python:
python .claude/skills/phyai-local-env-report/scripts/collect_env_report.pyphyai repository root unless the user explicitly
names another checkout.--output is used, or summarize the most relevant
findings from stdout.DiagnosticsCUDA / GPUPython Packagesphyai Runtime Environmentuv run python .claude/skills/phyai-local-env-report/scripts/collect_env_report.py --helpCommon options:
--output PATH: write the Markdown or JSON report to a file.--format markdown|json: choose the output format; Markdown is default.--no-gpu-detail: skip slower GPU detail commands such as
nvidia-smi topo -m.The script captures:
PHYAI_* env vars from phyai.env plus extra process-level
PHYAI_* variables used elsewhere in the codebase;phyai-kernel show-env output when available.© mingti-org, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (scripts) in .claude/skills/phyai-local-env-report of mingti-org/phyai.
Open the folder on GitHubat commit 36a46bf
Phyai Local Env Report 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 |
|---|---|---|---|---|---|---|
| Phyai Local Env Report this skillmingti-org/phyai | 130 | — | ~590 | Automated safety check: Pass | MIT | |
| Paddle DebugPaddlePaddle/Paddle | 24k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 4 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Skyvern Version BumpSkyvern-AI/skyvern | 23k | — | ~1k | Automated safety check: Notes | AGPL-3.0 | |
| Saleor Commit Workflowsaleor/saleor | 23k | — | ~575 | Automated safety check: Pass | BSD-3-Clause | |
| Commitizencommitizen-tools/commitizen | 3.5k | — | ~839 | Automated safety check: Pass | MIT |
PaddlePaddle/Paddle
在 Paddle 代码库中定位问题并输出高质量调试报告的专用技能。当遇到以下场景时优先使用:(1) Paddle 框架 bug 调试,(2) 算子实现问题排查,(3) 训练脚本异常诊断,(4) 分布式训练故障定位,(5) CUDA/GPU 相关错误处理,(6) 需要生成结构化调试报告。
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
Skyvern-AI/skyvern
Walks through a Skyvern open-source release bump: update the version, rebuild the Python and TypeScript SDKs with Fern, commit, and open a pull request.
saleor/saleor
Commits changes in the Saleor codebase and works through pre-commit hook failures from ruff, mypy, the GraphQL schema check and the migrations check.
commitizen-tools/commitizen
A skill your agent uses for tasks involving Conventional Commits, commit message validation, Commitizen configuration, semantic version bumps, changelog generation, or CI/release automation with the…
NVIDIA/cuda-python
Create a CUDA Python pull request from an approved personal or organization-owned fork, including the GitHub CLI GraphQL fallback for renamed organization-owned forks.
mingti-org/phyai
A skill your agent uses when the user provides a paper, arXiv link, technical report, model card, checkpoint name, GitHub repository, or local codebase and asks to research, explain, compare, or…
mingti-org/phyai
A skill your agent uses when implementing, porting, integrating, reproducing, or debugging support for a model in PHYAI.
mingti-org/phyai
Triage and resolve review comments on a GitHub PR — fetch all comment surfaces (issue / inline / review), validate each suggestion against upstream source rather than trusting blindly, present…
mingti-org/phyai
Analyze a phyai .memory file or directory supplied by the user: parse what task/session it records, locate and inspect the referenced code repository when available, verify claims against local code…
Categories
Generate a local phyai environment report for debugging system, Python, CUDA/GPU, dependency, workspace package, git, and PHYAI configuration issues. Phyai Local Env Report is an agent skill from mingti-org/phyai. Generate a local phyai environment report for debugging system, Python, CUDA/GPU, dependency, workspace package, git, and PHYAI configuration issues.
Phyai Local Env Report fits situations like: asked to inspect; diagnose the current phyai development/runtime environment.
Run `npx skills add mingti-org/phyai --skill phyai-local-env-report -a claude-code`. Or copy the skill folder (.claude/skills/phyai-local-env-report in mingti-org/phyai) into .claude/skills/phyai-local-env-report in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mingti-org/phyai --skill phyai-local-env-report -a codex`. Or copy the skill folder (.claude/skills/phyai-local-env-report in mingti-org/phyai) into .agents/skills/phyai-local-env-report in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mingti-org/phyai --skill phyai-local-env-report -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/phyai-local-env-report, .gemini/skills/phyai-local-env-report, .github/skills/phyai-local-env-report and .opencode/skills/phyai-local-env-report in your project.
Going by SKILL.md and its folder, Phyai Local Env Report needs Python for the scripts in its folder and the command-line tools its instructions call (uv and python). Our summary lists: Python 3.
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
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.
Phyai Local Env Report is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 590 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Phyai Local Env Report: Paddle Debug (PaddlePaddle/Paddle, 24k stars), Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), Skyvern Version Bump (Skyvern-AI/skyvern, 23k stars) and Saleor Commit Workflow (saleor/saleor, 23k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
mingti-org (a GitHub organization) maintains it in mingti-org/phyai, which has 130 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 6, 2026.
Source: mingti-org/phyai on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.