A skill your agent uses when the user wants to extract software product data from G2 (g2.com) — product overview with ratings, review counts, rating breakdowns, and G2 score, or a list of individual…

MITAuto-check passed

Install Browsing G2

skills CLI
$ npx skills add browsing-skills/browsing-skills --skill browsing-g2 -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install browsing-skills/browsing-skills browsing-g2 --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/browsing-skills/browsing-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/g2.com .claude/skills/browsing-g2 && rm -rf skills-src

Use ~/.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/

Facts

Skill name
browsing-g2
GitHub stars
117
Token cost
~522 tokens
SKILL.md length
213 words
Files
3 (incl. references)
Skills in repo
24
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when the user wants to extract software product data from G2 (g2.com) — product overview with ratings, review counts, rating breakdowns, and G2 score, or a list of individual…

  • The user wants to extract software product data from G2 (g2.com) — product overview with ratings
  • SKILL.md covers Action Index, Benchmarks and Notes
  • Reaches g2.com
  • Rating breakdowns

What it does

Browsing G2 is an agent skill from browsing-skills/browsing-skills. Use when the user wants to extract software product data from G2 (g2.com) — product overview with ratings, review counts, rating breakdowns, and G2 score, or a list of individual user reviews with pros, cons, reviewer role, and dates. G2 has no public API; data must be scraped from product review pages. Use a real browser because G2 is a JavaScript-rendered app.

Its SKILL.md is about 520 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/product-overview.md` and `references/product-reviews.md`).

It works with JavaScript. The repository describes itself as: Open-source registry of browser-automation skills for AI agents. The licence is MIT.

When your agent uses it

  • The user wants to extract software product data from G2 (g2.com) — product overview with ratings
  • Rating breakdowns
  • A list of individual user reviews with pros

Example prompts

  • “/browsing-g2”

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:

    • g2.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

Browsing G2 loads about 522 tokens when it runs, and up to ~5k if it reads all its reference files. Until then it costs about 94 tokens; SKILL.md has 213 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~94
When it runs · the whole SKILL.md, loaded when a task matches
~522
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5k

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). 213 words, ~522 tokens.

Download SKILL.mdSave it as .claude/skills/browsing-g2/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
browsing-g2
description
Use when the user wants to extract software product data from G2 (g2.com) — product overview with ratings, review counts, rating breakdowns, and G2 score, or a list of individual user reviews with pros, cons, reviewer role, and dates. G2 has no public API; data must be scraped from product review pages. Use a real browser because G2 is a JavaScript-rendered app.

G2 — Browsing Skill

Use this index to choose the G2 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 G2 product reviews page: product name, overall star rating, total review count, rating breakdown by star level, category, G2 score, and top pros/cons from review highlights. Full spec: references/product-overview.md.
  • product-reviews — Extract a list of individual user reviews from a G2 product reviews page, including reviewer name, role, company size, star 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.

ActionWith SkillWithout SkillNotes
product-overviewTBDTBDPlanned.
product-reviewsTBDTBDPlanned.

Notes

  • G2 has no public API. All data is extracted from rendered HTML on https://www.g2.com/products/<slug>/reviews.
  • Both actions target the same URL. Run product-overview for aggregate data and product-reviews for individual review content.
  • G2 may require a real browser or Chrome Bridge because the page is JavaScript-rendered. Cookie consent dialogs may need dismissal before extraction.
  • 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/g2.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

Browsing G2 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.

Browsing G2 compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Browsing G2 this skillbrowsing-skills/browsing-skills117—~522Automated safety check: PassMIT
Code Review ChecklistshareAI-lab/learn-claude-code78k5 repos~1.1kAutomated safety check: PassMIT
Tailwindcss Developmentanonaddy/anonaddy4.9k10 repos~865Automated safety check: PassMIT
Figma use_figma Plugin API Ruleswarpdotdev/warp65k4 repos~4.4kAutomated safety check: PassAGPL-3.0
GSAP Core Animationgreensock/gsap-skills16k4 repos~3.7kAutomated safety check: PassMIT
JavaScript Concept Fact Checkerleonardomso/33-js-concepts67k1 repos~5kAutomated safety check: PassMIT

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  • Capterra Data Extraction

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  • Facebook Marketplace Browsing

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Works with

Questions about Browsing G2

What does Browsing G2 do?

A skill your agent uses when the user wants to extract software product data from G2 (g2.com) — product overview with ratings, review counts, rating breakdowns, and G2 score, or a list of individual…. Browsing G2 is an agent skill from browsing-skills/browsing-skills.com) — product overview with ratings, review counts, rating breakdowns, and G2 score, or a list of individual user reviews with pros, cons, reviewer role, and dates.

When should I use Browsing G2?

Browsing G2 fits situations like: the user wants to extract software product data from G2 (g2.com) — product overview with ratings; rating breakdowns; A list of individual user reviews with pros.

How do I install Browsing G2 in Claude Code?

Run `npx skills add browsing-skills/browsing-skills --skill browsing-g2 -a claude-code`. Or copy the skill folder (skills/g2.com in browsing-skills/browsing-skills) into .claude/skills/browsing-g2 in your project. Claude Code loads it when a task matches its description.

How do I install Browsing G2 in Codex?

Run `npx skills add browsing-skills/browsing-skills --skill browsing-g2 -a codex`. Or copy the skill folder (skills/g2.com in browsing-skills/browsing-skills) into .agents/skills/browsing-g2 in your project. Codex loads it when a task matches its description.

Can I use Browsing G2 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-g2 -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-g2, .gemini/skills/browsing-g2, .github/skills/browsing-g2 and .opencode/skills/browsing-g2 in your project.

What does Browsing G2 need to run?

SKILL.md names no scripts, command-line tools or credentials: Browsing G2 is instructions for the agent only.

Does Browsing G2 access the network?

SKILL.md names 1 domain. In commands or code: g2.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Browsing G2 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 Browsing G2 use?

Browsing G2 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 Browsing G2 use?

About 522 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 4.5k tokens, read only when the agent opens those files.

What are the alternatives to Browsing G2?

Skills that share tags, products or a category with Browsing G2: Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), Tailwindcss Development (anonaddy/anonaddy, 4.9k stars), Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars) and GSAP Core Animation (greensock/gsap-skills, 16k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Browsing G2?

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.