Generate
alirezarezvani/claude-skills
Generate Playwright tests. An agent skill from alirezarezvani/claude-skills.
웹 페이지 데이터 추출을 위한 CSS/XPath 선택자를 체계적으로 생성하고 검증하는 스킬. An agent skill from revfactory/harness-100.
Apache-2.0Auto-check passed
Install Selector Generator
$ npx skills add revfactory/harness-100 --skill selector-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install revfactory/harness-100 selector-generator --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/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ko/37-web-scraper/.claude/skills/selector-generator .claude/skills/selector-generator && 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 "selector-generator" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/37-web-scraper/.claude/skills/selector-generator into .claude/skills/selector-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "selector-generator", 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/revfactory/harness-100/tree/main/ko/37-web-scraper/.claude/skills/selector-generatorType 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 revfactory/harness-100 --skill selector-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install revfactory/harness-100 selector-generator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ko/37-web-scraper/.claude/skills/selector-generator .agents/skills/selector-generator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "selector-generator" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/37-web-scraper/.claude/skills/selector-generator into .agents/skills/selector-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "selector-generator", 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 revfactory/harness-100 --skill selector-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install revfactory/harness-100 selector-generator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ko/37-web-scraper/.claude/skills/selector-generator .cursor/skills/selector-generator && 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 "selector-generator" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/37-web-scraper/.claude/skills/selector-generator into .cursor/skills/selector-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "selector-generator", 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/revfactory/harness-100.git --path ko/37-web-scraper/.claude/skills/selector-generator--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 revfactory/harness-100 --skill selector-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install revfactory/harness-100 selector-generator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ko/37-web-scraper/.claude/skills/selector-generator .gemini/skills/selector-generator && 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 "selector-generator" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/37-web-scraper/.claude/skills/selector-generator into .gemini/skills/selector-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "selector-generator", 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 revfactory/harness-100 selector-generatorInstalls 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 revfactory/harness-100 --skill selector-generator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .github/skills && cp -r skills-src/ko/37-web-scraper/.claude/skills/selector-generator .github/skills/selector-generator && 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 "selector-generator" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/37-web-scraper/.claude/skills/selector-generator into .github/skills/selector-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "selector-generator", 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 revfactory/harness-100 --skill selector-generator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install revfactory/harness-100 selector-generator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ko/37-web-scraper/.claude/skills/selector-generator .opencode/skills/selector-generator && 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 "selector-generator" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/37-web-scraper/.claude/skills/selector-generator into .opencode/skills/selector-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "selector-generator", 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
selector-generator- GitHub stars
- 1.3k
- Token cost
- ~702 tokens
- SKILL.md length
- 106 words
- Files
- 1
- Skills in repo
- 464
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
웹 페이지 데이터 추출을 위한 CSS/XPath 선택자를 체계적으로 생성하고 검증하는 스킬. An agent skill from revfactory/harness-100.
- SKILL.md covers 대상 에이전트, 선택자 전략 우선순위, 선택자 패턴 레시피 and XPath vs CSS 판단 기준, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Selector Generator is an agent skill from revfactory/harness-100. 웹 페이지 데이터 추출을 위한 CSS/XPath 선택자를 체계적으로 생성하고 검증하는 스킬. '선택자 만들어줘', 'CSS 선택자', 'XPath 작성', '데이터 추출 패턴', '파싱 규칙' 등 선택자 설계 시 사용한다. 단, 브라우저 DevTools 직접 조작은 이 스킬의 범위가 아니다.
Its SKILL.md is about 700 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The licence is Apache-2.0.
Example prompts
- “CSS 선택자”
- “XPath 작성”
- “/selector-generator”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 8e8d35c. 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 python).
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
Selector Generator loads about 702 tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 106 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
The full file from revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 106 words, ~702 tokens.
Download SKILL.mdSave it as
.claude/skills/selector-generator/SKILL.md (or your agent's skills folder).- name
- selector-generator
- description
- 웹 페이지 데이터 추출을 위한 CSS/XPath 선택자를 체계적으로 생성하고 검증하는 스킬. '선택자 만들어줘', 'CSS 선택자', 'XPath 작성', '데이터 추출 패턴', '파싱 규칙' 등 선택자 설계 시 사용한다. 단, 브라우저 DevTools 직접 조작은 이 스킬의 범위가 아니다.
Selector Generator — CSS/XPath 선택자 생성 + 검증
parser-engineer의 선택자 작성 역량을 강화하는 스킬.
대상 에이전트
- parser-engineer — HTML 파싱 시 정확한 선택자 설계
- monitor-operator — 선택자 변경 감지 로직 구현
선택자 전략 우선순위
1순위: 고유 ID → #product-price
2순위: data-* 속성 → [data-testid="price"]
3순위: 시맨틱 클래스 → .product-price
4순위: ARIA 속성 → [aria-label="가격"]
5순위: 구조적 선택자 → article > .info > span
6순위: 텍스트 XPath → //span[contains(text(),"원")]피해야 할 패턴
| 패턴 | 문제점 | 대안 |
|---|---|---|
.css-1a2b3c | CSS-in-JS 해시 변경 | 상위 시맨틱 요소 |
div>div>div>span | 구조 변경 취약 | 의미 있는 클래스 |
:nth-child(7) 단독 | 요소 변경 시 깨짐 | 클래스+nth 조합 |
선택자 패턴 레시피
상품 목록
selectors = {
"container": "ul.product-list > li",
"name": ".product-name, h3.title",
"price": {
"current": ".sale-price, [data-price]",
"original": ".original-price, del"
},
"image": "img.product-image::attr(src)",
"link": "a.product-link::attr(href)",
"pagination": {
"next": "a.next, [rel='next']",
"total": ".total-pages"
}
}게시판/뉴스
selectors = {
"article_list": "article, .post-item",
"title": "h2 > a, .article-title",
"author": ".author, .writer",
"date": "time::attr(datetime), .date",
"content": "article .content, .post-body"
}테이블
def table_to_dicts(html):
headers = [th.text for th in select("thead th")]
return [
{h: cell.text for h, cell in zip(headers, row.select("td"))}
for row in select("tbody tr")
]XPath vs CSS 판단 기준
| 상황 | 추천 | 예시 |
|---|---|---|
| ID/클래스 기반 | CSS | #price |
| 텍스트 포함 검색 | XPath | //span[contains(text(),"원")] |
| 부모 방향 탐색 | XPath | //span[@class="price"]/parent::div |
| 형제 관계 | XPath | //dt[text()="가격"]/following-sibling::dd |
| 조건부 | XPath | //div[@class="item" and .//span[@class="sale"]] |
선택자 견고성 점수 (0-100)
+30: ID 기반
+25: data-testid
+20: 시맨틱 클래스
+15: ARIA 속성
-10: nth-child 단독
-20: 해시 클래스
-30: 5단계+ 중첩
80-100: 안정 | 60-79: 보통 | 40-59: 취약 | 0-39: 위험변경 감지 패턴
selector_health = {
"selector": ".product-price",
"expected_pattern": r"[\d,]+원",
"expected_count_min": 1,
"fallback_selectors": ["[data-price]", "span.price"],
"status": "active" # active | degraded | broken
}데이터 정제 파이프라인
def clean_price(raw: str) -> int:
return int(re.sub(r'[^\d]', '', raw))
def clean_date(raw: str) -> str:
# 다양한 형식 → ISO 8601 변환
def clean_url(raw: str, base: str) -> str:
return urljoin(base, raw)© revfactory, 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
Files
Just SKILL.md in ko/37-web-scraper/.claude/skills/selector-generator of revfactory/harness-100.
Open the folder on GitHubat commit 8e8d35c
Compare with similar skills
Selector Generator 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 |
|---|---|---|---|---|---|---|
| Selector Generator this skillrevfactory/harness-100 | 1.3k | — | ~702 | Automated safety check: Pass | Apache-2.0 | |
| Generatealirezarezvani/claude-skills | 28k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Has Selectorthedaviddias/Front-End-Checklist | 74k | — | ~547 | Automated safety check: Pass | MIT | |
| Fal Generatenexu-io/open-design | 100k | — | ~306 | Automated safety check: Pass | Apache-2.0 | |
| Video Generationbytedance/deer-flow | 83k | 3 repos | ~1.4k | Automated safety check: Pass | MIT | |
| CSS Minificationthedaviddias/Front-End-Checklist | 74k | — | ~415 | Automated safety check: Pass | MIT |
Similar skills
Has Selector
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing stylesheets or components that use JavaScript to toggle classes on parent elements based on child state, form input values, or content presence — :has() may…
Fal Generate
nexu-io/open-design
Generate images and videos using fal.ai AI models. An agent skill from nexu-io/open-design.
Video Generation
bytedance/deer-flow
Generates short videos from a structured JSON prompt, optionally guided by a reference image used as the first or last frame.
CSS Minification
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing stylesheets, component styles, and responsive behavior related to Minify all CSS files.
CSS Order
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing stylesheets, component styles, and responsive behavior related to Order CSS files correctly.
More from revfactory/harness-100
All 464 skills in this repoAnti Bot Analyzer
revfactory/harness-100
A skill for analyzing website anti-bot defense mechanisms and developing legitimate evasion strategies.
API Error Design Patterns
revfactory/harness-100
Reference for designing how an API reports failures: structured error codes, response shapes, client-friendly messages, an error catalog and retry or fallback advice.
API Security Checklist
revfactory/harness-100
Walks a backend-dev agent through OWASP API Top 10 checks, authentication and authorization patterns, and defense code during API design.
Arg Parser Generator
revfactory/harness-100
Methodology for systematically designing and generating CLI tool argument parser structures.
Audience Segmentation
revfactory/harness-100
Audience segmentation skill used by the analyst and curator agents.
Audio Storytelling
revfactory/harness-100
Audio storytelling skill used by the podcast scriptwriter and show note editor.
Questions about Selector Generator
What does Selector Generator do?
웹 페이지 데이터 추출을 위한 CSS/XPath 선택자를 체계적으로 생성하고 검증하는 스킬. An agent skill from revfactory/harness-100. Selector Generator is an agent skill from revfactory/harness-100. 웹 페이지 데이터 추출을 위한 CSS/XPath 선택자를 체계적으로 생성하고 검증하는 스킬.
How do I install Selector Generator in Claude Code?
Run `npx skills add revfactory/harness-100 --skill selector-generator -a claude-code`. Or copy the skill folder (ko/37-web-scraper/.claude/skills/selector-generator in revfactory/harness-100) into .claude/skills/selector-generator in your project. Claude Code loads it when a task matches its description.
How do I install Selector Generator in Codex?
Run `npx skills add revfactory/harness-100 --skill selector-generator -a codex`. Or copy the skill folder (ko/37-web-scraper/.claude/skills/selector-generator in revfactory/harness-100) into .agents/skills/selector-generator in your project. Codex loads it when a task matches its description.
Can I use Selector Generator 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 revfactory/harness-100 --skill selector-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/selector-generator, .gemini/skills/selector-generator, .github/skills/selector-generator and .opencode/skills/selector-generator in your project.
What does Selector Generator need to run?
SKILL.md names no scripts, command-line tools or credentials: Selector Generator is instructions for the agent only. Our summary lists: Python 3.
Does Selector Generator 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 Selector Generator 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 Selector Generator use?
Selector Generator 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.
How many tokens does Selector Generator use?
About 702 tokens (SKILL.md is roughly 2.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Selector Generator?
Skills that share tags, products or a category with Selector Generator: Generate (alirezarezvani/claude-skills, 28k stars), Has Selector (thedaviddias/Front-End-Checklist, 74k stars), Fal Generate (nexu-io/open-design, 100k stars) and Video Generation (bytedance/deer-flow, 83k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Selector Generator?
revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,290 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.
Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.