Web Scraping
platonai/Browser4
Extracts data from web pages using browser automation and CSS/JavaScript selectors.
Extracts software product ratings, pricing and written user reviews from Capterra pages with a real browser, since the site has no public API.
Install Capterra Data Extraction
$ npx skills add browsing-skills/browsing-skills --skill browsing-capterra -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install browsing-skills/browsing-skills browsing-capterra --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/browsing-skills/browsing-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/capterra.com .claude/skills/browsing-capterra && 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 "browsing-capterra" agent skill from https://github.com/browsing-skills/browsing-skills/tree/main/skills/capterra.com into .claude/skills/browsing-capterra/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "browsing-capterra", 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/browsing-skills/browsing-skills/tree/main/skills/capterra.comType 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 browsing-skills/browsing-skills --skill browsing-capterra -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install browsing-skills/browsing-skills browsing-capterra --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browsing-skills/browsing-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/capterra.com .agents/skills/browsing-capterra && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "browsing-capterra" agent skill from https://github.com/browsing-skills/browsing-skills/tree/main/skills/capterra.com into .agents/skills/browsing-capterra/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "browsing-capterra", 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 browsing-skills/browsing-skills --skill browsing-capterra -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install browsing-skills/browsing-skills browsing-capterra --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browsing-skills/browsing-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/capterra.com .cursor/skills/browsing-capterra && 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 "browsing-capterra" agent skill from https://github.com/browsing-skills/browsing-skills/tree/main/skills/capterra.com into .cursor/skills/browsing-capterra/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "browsing-capterra", 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/browsing-skills/browsing-skills.git --path skills/capterra.com--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 browsing-skills/browsing-skills --skill browsing-capterra -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install browsing-skills/browsing-skills browsing-capterra --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browsing-skills/browsing-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/capterra.com .gemini/skills/browsing-capterra && 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 "browsing-capterra" agent skill from https://github.com/browsing-skills/browsing-skills/tree/main/skills/capterra.com into .gemini/skills/browsing-capterra/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "browsing-capterra", 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 browsing-skills/browsing-skills browsing-capterraInstalls 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 browsing-skills/browsing-skills --skill browsing-capterra -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/browsing-skills/browsing-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/capterra.com .github/skills/browsing-capterra && 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 "browsing-capterra" agent skill from https://github.com/browsing-skills/browsing-skills/tree/main/skills/capterra.com into .github/skills/browsing-capterra/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "browsing-capterra", 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 browsing-skills/browsing-skills --skill browsing-capterra -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install browsing-skills/browsing-skills browsing-capterra --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browsing-skills/browsing-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/capterra.com .opencode/skills/browsing-capterra && 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 "browsing-capterra" agent skill from https://github.com/browsing-skills/browsing-skills/tree/main/skills/capterra.com into .opencode/skills/browsing-capterra/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "browsing-capterra", 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
browsing-capterra- GitHub stars
- 117
- Token cost
- ~532 tokens
- SKILL.md length
- 210 words
- Files
- 3 (incl. references)
- Skills in repo
- 24
- Repo updated
- First seen
- Licence
- MIT
At a glance
Extracts software product ratings, pricing and written user reviews from Capterra pages with a real browser, since the site has no public API.
- Pulling a software product's rating breakdown and pricing from Capterra
- SKILL.md covers Action Index, Benchmarks and Notes
- Reaches capterra.com
- Collecting user reviews with pros and cons for competitor research
What it does
This is an index of two read-only actions that each have their own reference file. Product overview collects the product name, overall rating out of 5, total review count, rating breakdown by ease of use, customer service, features and value, a short description and pricing when shown. Product reviews collects individual reviews, with reviewer name, role, company size, overall rating, title, pros, cons and published date.
Because Capterra is a JavaScript-rendered app with no public API, the data comes from rendered pages in a real browser. Product pages follow a `/p/` path with an ID and slug, and the reviews page adds `/reviews/` to that path. Embedded JSON-LD structured data is described as the most reliable source for aggregate ratings. The actions never submit reviews, vote or change account data, and the benchmark table in the file has no results filled in.
When your agent uses it
- Pulling a software product's rating breakdown and pricing from Capterra
- Collecting user reviews with pros and cons for competitor research
- Comparing reviewer roles and company sizes across products
Example prompts
- “Get the overall rating and category breakdown for this Capterra product page.”
- “Extract the latest reviews for this tool from Capterra, with pros, cons and reviewer role.”
- “Collect Capterra pricing and ratings for these three project management tools.”
Requirements
- A real browser the agent can drive, since the pages are rendered with JavaScript
What it can do on your machine
Read from SKILL.md and the folder at commit 07855b5. 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.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
capterra.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
Capterra Data Extraction loads about 532 tokens when it runs, and up to ~4.6k if it reads all its reference files. Until then it costs about 100 tokens; SKILL.md has 210 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 browsing-skills/browsing-skills at commit 07855b5, republished under its MIT licence (© browsing-skills). 210 words, ~532 tokens.
Download SKILL.mdSave it as
.claude/skills/browsing-capterra/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- browsing-capterra
- description
- Use when the user wants to extract software product data from Capterra (capterra.com) — product overview with ratings, category breakdowns, pricing, and description, or a list of individual user reviews with pros, cons, reviewer role, and dates. Capterra has no public API; data must be scraped from product pages. Use a real browser because Capterra is a JavaScript-rendered app.
Capterra — Browsing Skill
Use this index to choose the Capterra action that matches the user request, then open only the linked reference file for the complete navigation, requirements, code, and return shape.
Action Index
- product-overview — Extract aggregate product data from a Capterra product page: product name, overall rating (out of 5), total reviews, rating breakdown by category (ease of use, customer service, features, value), short description, and pricing info if shown. Full spec: references/product-overview.md.
- product-reviews — Extract a list of individual user reviews from a Capterra product reviews page, including reviewer name, role, company size, overall rating, review title, pros, cons, and published date. Full spec: references/product-reviews.md.
Benchmarks
Benchmarks compare the maintained skill action against a no-skill browser agent that inspects the live page DOM and derives selectors at runtime. Full notes live in BENCHMARKS.md.
| Action | With Skill | Without Skill | Notes |
|---|---|---|---|
| product-overview | TBD | TBD | Planned. |
| product-reviews | TBD | TBD | Planned. |
Notes
- Capterra has no public API. All data is extracted from rendered HTML on product and review pages.
- Product overview pages follow
https://www.capterra.com/p/<id>/<slug>/; review pages append/reviews/to that path. - Capterra embeds JSON-LD structured data (
application/ld+json) which is the most reliable source for aggregate ratings when available. - These actions are read-only. They do not submit reviews, vote, or modify any account data.
© browsing-skills, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 2 other files (references) in skills/capterra.com of browsing-skills/browsing-skills.
- SKILL.md
- references/product-overview.md
- references/product-reviews.md
Open the folder on GitHubat commit 07855b5
Compare with similar skills
Capterra Data Extraction 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 |
|---|---|---|---|---|---|---|
| Capterra Data Extraction this skillbrowsing-skills/browsing-skills | 117 | — | ~532 | Automated safety check: Pass | MIT | |
| Web Scrapingplatonai/Browser4 | 1.2k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Chrome Devtoolseinverne/dotfiles | 121 | 1 repos | ~1.6k | Automated safety check: Notes | Apache-2.0 | |
| Bdgszymdzum/browser-debugger-cli | 170 | — | ~2.4k | Automated safety check: Notes | MIT | |
| Anti Detect Browserantibrow/anti-detect-browser-skills | 17 | — | ~9.8k | Automated safety check: Warn | MIT | |
| Control Browserzai-org/ZCode | 7.6k | — | ~4.6k | Automated safety check: Pass | Apache-2.0 |
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Works with
Questions about Capterra Data Extraction
What does Capterra Data Extraction do?
Extracts software product ratings, pricing and written user reviews from Capterra pages with a real browser, since the site has no public API. This is an index of two read-only actions that each have their own reference file. Product overview collects the product name, overall rating out of 5, total review count, rating breakdown by ease of use, customer service, features and value, a short description and pricing when shown.
When should I use Capterra Data Extraction?
Capterra Data Extraction fits situations like: pulling a software product's rating breakdown and pricing from Capterra; collecting user reviews with pros and cons for competitor research; comparing reviewer roles and company sizes across products.
How do I install Capterra Data Extraction in Claude Code?
Run `npx skills add browsing-skills/browsing-skills --skill browsing-capterra -a claude-code`. Or copy the skill folder (skills/capterra.com in browsing-skills/browsing-skills) into .claude/skills/browsing-capterra in your project. Claude Code loads it when a task matches its description.
How do I install Capterra Data Extraction in Codex?
Run `npx skills add browsing-skills/browsing-skills --skill browsing-capterra -a codex`. Or copy the skill folder (skills/capterra.com in browsing-skills/browsing-skills) into .agents/skills/browsing-capterra in your project. Codex loads it when a task matches its description.
Can I use Capterra Data Extraction 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 browsing-skills/browsing-skills --skill browsing-capterra -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/browsing-capterra, .gemini/skills/browsing-capterra, .github/skills/browsing-capterra and .opencode/skills/browsing-capterra in your project.
What does Capterra Data Extraction need to run?
SKILL.md names no scripts, command-line tools or credentials: Capterra Data Extraction is instructions for the agent only. Our summary lists: A real browser the agent can drive, since the pages are rendered with JavaScript.
Does Capterra Data Extraction access the network?
SKILL.md names 1 domain. In commands or code: capterra.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Capterra Data Extraction 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 Capterra Data Extraction use?
Capterra Data Extraction is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Capterra Data Extraction use?
About 532 tokens (SKILL.md is roughly 2.1k 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 4.1k tokens, read only when the agent opens those files.
What are the alternatives to Capterra Data Extraction?
Skills that share tags, products or a category with Capterra Data Extraction: Web Scraping (platonai/Browser4, 1.2k stars), Chrome Devtools (einverne/dotfiles, 121 stars), Bdg (szymdzum/browser-debugger-cli, 170 stars) and Anti Detect Browser (antibrow/anti-detect-browser-skills, 17 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Capterra Data Extraction?
browsing-skills (a GitHub organization) maintains it in browsing-skills/browsing-skills, which has 117 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on June 10, 2026.
Source: browsing-skills/browsing-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.