Speak Human Tw
Raymondhou0917/speak-human-tw
「說人話」:繁體中文的去 AI 味改寫 skill。審查與改寫文字,去除 AI 味道、校正中國用語與半形標點,讓文字讀起來像真人寫的。
Guide users through creating Agent Skills for Claude Code. An agent skill from intel/torch-xpu-ops.
$ npx skills add intel/torch-xpu-ops --skill skill-writer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install intel/torch-xpu-ops skill-writer --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/intel/torch-xpu-ops.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/skill-writer .claude/skills/skill-writer && 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 "skill-writer" agent skill from https://github.com/intel/torch-xpu-ops/tree/main/.claude/skills/skill-writer into .claude/skills/skill-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-writer", 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/intel/torch-xpu-ops/tree/main/.claude/skills/skill-writerType 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 intel/torch-xpu-ops --skill skill-writer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install intel/torch-xpu-ops skill-writer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/intel/torch-xpu-ops.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/skill-writer .agents/skills/skill-writer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "skill-writer" agent skill from https://github.com/intel/torch-xpu-ops/tree/main/.claude/skills/skill-writer into .agents/skills/skill-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-writer", 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 intel/torch-xpu-ops --skill skill-writer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install intel/torch-xpu-ops skill-writer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/intel/torch-xpu-ops.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/skill-writer .cursor/skills/skill-writer && 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 "skill-writer" agent skill from https://github.com/intel/torch-xpu-ops/tree/main/.claude/skills/skill-writer into .cursor/skills/skill-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-writer", 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/intel/torch-xpu-ops.git --path .claude/skills/skill-writer--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 intel/torch-xpu-ops --skill skill-writer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install intel/torch-xpu-ops skill-writer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/intel/torch-xpu-ops.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/skill-writer .gemini/skills/skill-writer && 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 "skill-writer" agent skill from https://github.com/intel/torch-xpu-ops/tree/main/.claude/skills/skill-writer into .gemini/skills/skill-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-writer", 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 intel/torch-xpu-ops skill-writerInstalls 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 intel/torch-xpu-ops --skill skill-writer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/intel/torch-xpu-ops.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/skill-writer .github/skills/skill-writer && 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 "skill-writer" agent skill from https://github.com/intel/torch-xpu-ops/tree/main/.claude/skills/skill-writer into .github/skills/skill-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-writer", 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 intel/torch-xpu-ops --skill skill-writer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install intel/torch-xpu-ops skill-writer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/intel/torch-xpu-ops.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/skill-writer .opencode/skills/skill-writer && 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 "skill-writer" agent skill from https://github.com/intel/torch-xpu-ops/tree/main/.claude/skills/skill-writer into .opencode/skills/skill-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-writer", 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.
skill-writerGuide users through creating Agent Skills for Claude Code. An agent skill from intel/torch-xpu-ops.
Skill Writer is an agent skill from intel/torch-xpu-ops, published by the product's own GitHub organization. Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Skill authoring. The licence is Apache-2.0.
9 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 0187b3b. 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.
Shell commands in SKILL.md call:
pythonclaudegitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, 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.
Skill Writer loads about 2.4k tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 767 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); files beside SKILL.md are not scanned.
The full file from intel/torch-xpu-ops at commit 0187b3b, republished under its Apache-2.0 licence (© intel). 767 words, ~2,386 tokens.
.claude/skills/skill-writer/SKILL.md (or your agent's skills folder).This Skill helps you create well-structured Agent Skills for Claude Code that follow best practices and validation requirements.
Use this Skill when:
First, understand what the Skill should do:
Ask clarifying questions:
Keep it focused: One Skill = one capability
Determine where to create the Skill:
Personal Skills (~/.claude/skills/):
Project Skills (.claude/skills/):
Create the directory and files:
# Personal
mkdir -p ~/.claude/skills/skill-name
# Project
mkdir -p .claude/skills/skill-nameFor multi-file Skills:
skill-name/
├── SKILL.md (required)
├── reference.md (optional)
├── examples.md (optional)
├── scripts/
│ └── helper.py (optional)
└── templates/
└── template.txt (optional)Create YAML frontmatter with required fields:
---
name: skill-name
description: Brief description of what this does and when to use it
---Field requirements:
name:
pdf-processor, git-commit-helperPDF_Processor, Git Commits!description:
Optional frontmatter fields:
allowed-tools: Read, Grep, GlobThe description is critical for Claude to discover your Skill.
Formula: [What it does] + [When to use it] + [Key triggers]
Examples:
✅ Good:
description: Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction.✅ Good:
description: Analyze Excel spreadsheets, create pivot tables, and generate charts. Use when working with Excel files, spreadsheets, or analyzing tabular data in .xlsx format.❌ Too vague:
description: Helps with documents
description: For data analysisTips:
Use clear Markdown sections:
# Skill Name
Brief overview of what this Skill does.
## Quick start
Provide a simple example to get started immediately.
## Instructions
Step-by-step guidance for Claude:
1. First step with clear action
2. Second step with expected outcome
3. Handle edge cases
## Examples
Show concrete usage examples with code or commands.
## Best practices
- Key conventions to follow
- Common pitfalls to avoid
- When to use vs. not use
## Requirements
List any dependencies or prerequisites:
```bash
pip install package-nameFor complex scenarios, see reference.md.
### Step 7: Add supporting files (optional)
Create additional files for progressive disclosure:
**reference.md**: Detailed API docs, advanced options
**examples.md**: Extended examples and use cases
**scripts/**: Helper scripts and utilities
**templates/**: File templates or boilerplate
Reference them from SKILL.md:
```markdown
For advanced usage, see [reference.md](reference.md).
Run the helper script:
\`\`\`bash
python scripts/helper.py input.txt
\`\`\`Check these requirements:
✅ File structure:
name✅ YAML frontmatter:
--- on line 1--- before contentname follows naming rulesdescription is specific and < 1024 chars✅ Content quality:
✅ Testing:
Restart Claude Code (if running) to load the Skill
Ask relevant questions that match the description:
Can you help me extract text from this PDF?Verify activation: Claude should use the Skill automatically
Check behavior: Confirm Claude follows the instructions correctly
If Claude doesn't use the Skill:
Make description more specific:
Check file location:
ls ~/.claude/skills/skill-name/SKILL.md
ls .claude/skills/skill-name/SKILL.mdValidate YAML:
cat SKILL.md | head -n 10Run debug mode:
claude --debug---
name: code-reader
description: Read and analyze code without making changes. Use for code review, understanding codebases, or documentation.
allowed-tools: Read, Grep, Glob
------
name: data-processor
description: Process CSV and JSON data files with Python scripts. Use when analyzing data files or transforming datasets.
---
# Data Processor
## Instructions
1. Use the processing script:
\`\`\`bash
python scripts/process.py input.csv --output results.json
\`\`\`
2. Validate output with:
\`\`\`bash
python scripts/validate.py results.json
\`\`\`---
name: api-designer
description: Design REST APIs following best practices. Use when creating API endpoints, designing routes, or planning API architecture.
---
# API Designer
Quick start: See [examples.md](examples.md)
Detailed reference: See [reference.md](reference.md)
## Instructions
1. Gather requirements
2. Design endpoints (see examples.md)
3. Document with OpenAPI spec
4. Review against best practices (see reference.md)Before finalizing a Skill, verify:
Skill doesn't activate:
Multiple Skills conflict:
Skill has errors:
See the documentation for complete examples:
When creating a Skill, I will:
The result will be a complete, working Skill that follows all best practices and validation rules.
© intel, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .claude/skills/skill-writer of intel/torch-xpu-ops.
Open the folder on GitHubat commit 0187b3b
We found 16 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in intel/torch-xpu-ops, which our catalogue first saw on October 7, 2026.
Skill Writer 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 |
|---|---|---|---|---|---|---|
| Skill Writer this skillintel/torch-xpu-ops | 115 | 3 repos | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Speak Human TwRaymondhou0917/speak-human-tw | 1k | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Journal AdaptWantongC/journal-adapt-writing-skill | 793 | 1 repos | ~5.2k | Automated safety check: Pass | MIT | |
| Fastclaw Skill Guidefastclaw-ai/fastclaw | 1.4k | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Yao Interpreter Skillyaojingang/yao-open-skills | 1.3k | — | ~545 | Automated safety check: Pass | MIT | |
| Update Skillwarpdotdev/common-skills | 606 | — | ~1.2k | Automated safety check: Pass | MIT |
Raymondhou0917/speak-human-tw
「說人話」:繁體中文的去 AI 味改寫 skill。審查與改寫文字,去除 AI 味道、校正中國用語與半形標點,讓文字讀起來像真人寫的。
WantongC/journal-adapt-writing-skill
Dynamic academic writing skill generator. An agent skill from WantongC/journal-adapt-writing-skill.
fastclaw-ai/fastclaw
Create new skills for FastClaw agents. An agent skill from fastclaw-ai/fastclaw.
yaojingang/yao-open-skills
Analyze local Agent Skill folders, SKILL.md files, or safe zip archives as untrusted input; explain purpose, trigger contract, structure, usage readiness, safety risks, evidence-backed 100-point…
warpdotdev/common-skills
Create or update skills by generating, editing, or refining SKILL.md files in this repository.
davekilleen/Dex
Expert guidance for creating, writing, and refining Claude Code Skills.
intel/torch-xpu-ops
Select the Intel GPU device to use when a system has multiple Intel GPU devices.
intel/torch-xpu-ops
Check PyTorch ciflow/xpu (xpu.yml) on the main branch, collect the failing XPU test cases from the most recent completed run(s), analyze the ROOT CAUSE of each failure with AI, and produce a list…
intel/torch-xpu-ops
Convert PyTorch ATDISPATCH macros to ATDISPATCHV2 format in ATen C++ code.
intel/torch-xpu-ops
Review pull requests for XPU operator or backend code. An agent skill from intel/torch-xpu-ops.
intel/torch-xpu-ops
Read the evidence a nightly UT run produced, decide which failures share a root cause and which are machine breakage rather than product bugs, and write one issue draft per root cause to drafts.json.
intel/torch-xpu-ops
Review PyTorch upstream unit-test (UT) PRs that enable Intel GPU (XPU) on existing tests.
Categories
Guide users through creating Agent Skills for Claude Code. An agent skill from intel/torch-xpu-ops. Skill Writer is an agent skill from intel/torch-xpu-ops, published by the product's own GitHub organization. Guide users through creating Agent Skills for Claude Code.
Skill Writer fits situations like: the user wants to create; design a new Skill; needs help with SKILL.md files; skill structure.
Run `npx skills add intel/torch-xpu-ops --skill skill-writer -a claude-code`. Or copy the skill folder (.claude/skills/skill-writer in intel/torch-xpu-ops) into .claude/skills/skill-writer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add intel/torch-xpu-ops --skill skill-writer -a codex`. Or copy the skill folder (.claude/skills/skill-writer in intel/torch-xpu-ops) into .agents/skills/skill-writer 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 intel/torch-xpu-ops --skill skill-writer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-writer, .gemini/skills/skill-writer, .github/skills/skill-writer and .opencode/skills/skill-writer in your project.
Going by SKILL.md and its folder, Skill Writer needs the command-line tools its instructions call (python, claude and git). Our summary lists: Python 3.
SKILL.md contains no URLs. Its commands use git, 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. Review the folder before installing.
Skill Writer is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.4k tokens (SKILL.md is roughly 9.5k 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 Skill Writer: Speak Human Tw (Raymondhou0917/speak-human-tw, 1k stars), Journal Adapt (WantongC/journal-adapt-writing-skill, 793 stars), Fastclaw Skill Guide (fastclaw-ai/fastclaw, 1.4k stars) and Yao Interpreter Skill (yaojingang/yao-open-skills, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
intel (a GitHub organization, an official publisher) maintains it in intel/torch-xpu-ops, which has 115 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on October 6, 2026.
Source: intel/torch-xpu-ops on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.