Google Maps Scraper
Mahanaicoach/google-maps-scraper-kit
Scrape Google Maps business listings (name, address, phone, website, rating, reviews, lat/lng, hours, emails) via the local gosom google-maps-scraper REST API.
Fetches comments from an Instagram post including comment text, username, timestamp, like count and reply count.
$ npx skills add browser-act/skills --skill instagram-post-comments -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install browser-act/skills instagram-post-comments --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/browser-act/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/solutions/social-listening/instagram-post-comments .claude/skills/instagram-post-comments && 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 "instagram-post-comments" agent skill from https://github.com/browser-act/skills/tree/main/solutions/social-listening/instagram-post-comments into .claude/skills/instagram-post-comments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "instagram-post-comments", 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/browser-act/skills/tree/main/solutions/social-listening/instagram-post-commentsType 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 browser-act/skills --skill instagram-post-comments -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install browser-act/skills instagram-post-comments --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browser-act/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/solutions/social-listening/instagram-post-comments .agents/skills/instagram-post-comments && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "instagram-post-comments" agent skill from https://github.com/browser-act/skills/tree/main/solutions/social-listening/instagram-post-comments into .agents/skills/instagram-post-comments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "instagram-post-comments", 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 browser-act/skills --skill instagram-post-comments -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install browser-act/skills instagram-post-comments --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browser-act/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/solutions/social-listening/instagram-post-comments .cursor/skills/instagram-post-comments && 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 "instagram-post-comments" agent skill from https://github.com/browser-act/skills/tree/main/solutions/social-listening/instagram-post-comments into .cursor/skills/instagram-post-comments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "instagram-post-comments", 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/browser-act/skills.git --path solutions/social-listening/instagram-post-comments--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 browser-act/skills --skill instagram-post-comments -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install browser-act/skills instagram-post-comments --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browser-act/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/solutions/social-listening/instagram-post-comments .gemini/skills/instagram-post-comments && 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 "instagram-post-comments" agent skill from https://github.com/browser-act/skills/tree/main/solutions/social-listening/instagram-post-comments into .gemini/skills/instagram-post-comments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "instagram-post-comments", 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 browser-act/skills instagram-post-commentsInstalls 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 browser-act/skills --skill instagram-post-comments -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/browser-act/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/solutions/social-listening/instagram-post-comments .github/skills/instagram-post-comments && 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 "instagram-post-comments" agent skill from https://github.com/browser-act/skills/tree/main/solutions/social-listening/instagram-post-comments into .github/skills/instagram-post-comments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "instagram-post-comments", 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 browser-act/skills --skill instagram-post-comments -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install browser-act/skills instagram-post-comments --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/browser-act/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/solutions/social-listening/instagram-post-comments .opencode/skills/instagram-post-comments && 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 "instagram-post-comments" agent skill from https://github.com/browser-act/skills/tree/main/solutions/social-listening/instagram-post-comments into .opencode/skills/instagram-post-comments/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "instagram-post-comments", 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.
instagram-post-commentsFetches comments from an Instagram post including comment text, username, timestamp, like count and reply count.
Instagram Post Comments is an agent skill from browser-act/skills. Fetches comments from an Instagram post including comment text, username, timestamp, like count and reply count. Use when user mentions Instagram comments scraping, get comments from Instagram post, Instagram comment list, pull Instagram comments, read Instagram comments, Instagram post discussion, extract Instagram comments, comment data from Instagram, IG post replies, who commented on Instagram.
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `scripts/get-media-id.py` and `scripts/get-post-comments.py`).
It sits in Data & Analytics, covering Web scraping and Social media marketing. It works with Instagram and Python. The repository describes itself as: Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session… The licence is MIT.
2 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 11c057b. 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 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
pythonFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
instagram.comFrom 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.
Instagram Post Comments loads about 1.7k tokens when it runs. Until then it costs about 106 tokens; SKILL.md has 735 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 browser-act/skills at commit 11c057b, republished under its MIT licence (© browser-act). 735 words, ~1,654 tokens.
.claude/skills/instagram-post-comments/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.post shortcode or media ID → paginated list of comments
All process output to user (progress updates, process notifications) follows the user's language.
Fetch comments for a specific Instagram post using the internal comments API with cursor-based pagination.
https://www.instagram.com/If browser-act has been confirmed available in the current session → skip this step.
Invoke browser-act via Skill tool to load usage. If installation or configuration issues arise, follow its guidance to resolve then retry.
If login status for Instagram has been confirmed in the current session → skip this step.
Otherwise: open https://www.instagram.com/ and observe the page login status:
User refuses or cannot log in → terminate execution.
This Skill's operational boundary = what the user can manually do in their browser. It only reads data already displayed to the user on the page, never bypassing authentication or access controls. Its role is equivalent to copy-pasting on the user's behalf — the data is already on screen, automation merely saves time. JS code is encapsulated in Python files under the
scripts/directory, invoked viaeval "$(python scripts/xxx.py {params})".$(...)is bash syntax; it is recommended to use the bash tool for execution.
Below are all atomic capabilities discovered and verified during the exploration phase, listed by command template with parameters. Simply invoke them as needed — no need to read scripts/*.py source code or re-verify. Only inspect scripts when execution fails for troubleshooting. Combine freely as needed during execution.
eval "$(python scripts/get-media-id.py '{shortcode}')"
Parameters:
instagram.com/p/BwrsO1Bho2N/ → BwrsO1Bho2N)Output example:
{
"media_id": "3900557621921709539",
"shortcode": "BwrsO1Bho2N",
"media_type": 1,
"username": "natgeo",
"taken_at": 1779686199
}eval "$(python scripts/get-post-comments.py '{media_id}' --min-id '{cursor}')"
Parameters:
next_min_id from previous response for subsequent pagesOutput example:
{
"comments": [
{
"pk": "17857015000000001",
"text": "Amazing photo!",
"username": "john_doe",
"user_id": "123456789",
"created_at": 1779686500,
"like_count": 42,
"reply_count": 3
}
],
"has_more_comments": true,
"next_min_id": "17857015000000001"
}navigate https://www.instagram.com/ → wait stableeval "$(python scripts/get-media-id.py '{shortcode}')" → extract media_ideval "$(python scripts/get-post-comments.py '{media_id}')" → collect comments, note has_more_comments and next_min_idhas_more_comments is true:
a. eval "$(python scripts/get-post-comments.py '{media_id}' --min-id '{next_min_id}')" → accumulate commentsAPI Pagination: min_id, type: cursor, start value: empty string. Next page value source: next_min_id field in response. Termination: has_more_comments is false or next_min_id is null.
result count >= 1 AND comments[0].text non-null AND comments[0].username non-null
require_login: true without authenticationPath: {working-directory}/browser-act-skill-forge-memories/instagram-scraper-instagram-post-comments.memory.md (working directory is determined by the Agent running the Skill, typically the project root or current working directory)
Before execution: If the file exists, read it first — it records unexpected situations encountered during past executions (e.g., a strategy has become ineffective); adjust strategy order accordingly.
After execution: If an unexpected situation is encountered (strategy became ineffective, page redesigned, anti-scraping upgraded, better path discovered), append a line:
{YYYY-MM-DD}: {what happened} → {conclusion}
Normal execution does not write to the file. Do not record what keywords were used or how many results were returned — those are task outputs, not experience.
© browser-act, 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 2 other files (scripts) in solutions/social-listening/instagram-post-comments of browser-act/skills.
Open the folder on GitHubat commit 11c057b
Instagram Post Comments 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 |
|---|---|---|---|---|---|---|
| Instagram Post Comments this skillbrowser-act/skills | 6.1k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Google Maps ScraperMahanaicoach/google-maps-scraper-kit | 1.3k | — | ~2.8k | Automated safety check: Pass | MIT | |
| Brightdata SDKbrightdata/skills | 264 | — | ~5.2k | Automated safety check: Pass | MIT | |
| Product Reel Generatorgooseworks-ai/goose-skills | 1.2k | 1 repos | ~2.3k | Automated safety check: Notes | MIT | |
| Crawl4AI Web Scrapingsmallnest/goclaw | 598 | 1 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Boss Zhipin Scrapereatmoreduck/boss-zhipin-scraper | 1.5k | — | ~2.6k | Automated safety check: Pass | MIT |
Mahanaicoach/google-maps-scraper-kit
Scrape Google Maps business listings (name, address, phone, website, rating, reviews, lat/lng, hours, emails) via the local gosom google-maps-scraper REST API.
brightdata/skills
Web data extraction and discovery using the Bright Data Python SDK.
gooseworks-ai/goose-skills
Generates Instagram-ready product reels from any e-commerce product page URL.
smallnest/goclaw
Scrapes sites, handles JavaScript-heavy pages and extracts structured data with Crawl4AI, through its crwl CLI or Python SDK, including schema-based extraction without an LLM.
eatmoreduck/boss-zhipin-scraper
Scrape BOSS直聘 (job listing site) via Chrome CDP. An agent skill from eatmoreduck/boss-zhipin-scraper.
yusukebe/ax
Use the ax CLI instead of curl + throwaway parsing scripts whenever you fetch a URL, explore an unknown web page, or extract structured data from HTML.
browser-act/skills
Fetches structured Amazon product details such as title, price, ratings and availability for a given ASIN through BrowserAct's lookup API template.
browser-act/skills
Extracts structured Amazon product data for a keyword and marketplace through the BrowserAct API, including titles, prices, ratings, reviews, sales volume and promotions.
browser-act/skills
Pulls Amazon product details, competing seller prices and seller ratings for a given ASIN through the BrowserAct API, without browser automation.
browser-act/skills
Analyzes a competitor's Amazon listing by ASIN with BrowserAct data extraction, then reports what it does well, where the market has gaps and opportunity points for your own listing.
browser-act/skills
Pulls structured Amazon search results (titles, ASINs, prices, ratings, specifications) for a keyword and brand through BrowserAct's Amazon Product API template.
browser-act/skills
Collects structured product data from Amazon search results for a keyword and optional brand, using a BrowserAct script, for market and competitor research.
Categories
Fetches comments from an Instagram post including comment text, username, timestamp, like count and reply count. Instagram Post Comments is an agent skill from browser-act/skills. Fetches comments from an Instagram post including comment text, username, timestamp, like count and reply count.
Instagram Post Comments fits situations like: user mentions Instagram comments scraping; get comments from Instagram post; instagram comment list; pull Instagram comments.
Run `npx skills add browser-act/skills --skill instagram-post-comments -a claude-code`. Or copy the skill folder (solutions/social-listening/instagram-post-comments in browser-act/skills) into .claude/skills/instagram-post-comments in your project. Claude Code loads it when a task matches its description.
Run `npx skills add browser-act/skills --skill instagram-post-comments -a codex`. Or copy the skill folder (solutions/social-listening/instagram-post-comments in browser-act/skills) into .agents/skills/instagram-post-comments 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 browser-act/skills --skill instagram-post-comments -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/instagram-post-comments, .gemini/skills/instagram-post-comments, .github/skills/instagram-post-comments and .opencode/skills/instagram-post-comments in your project.
Going by SKILL.md and its folder, Instagram Post Comments needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
SKILL.md names 1 domain. In commands or code: instagram.com; the agent is likely to contact it when it follows the instructions. 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.
Instagram Post Comments is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.6k 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 Instagram Post Comments: Google Maps Scraper (Mahanaicoach/google-maps-scraper-kit, 1.3k stars), Brightdata SDK (brightdata/skills, 264 stars), Product Reel Generator (gooseworks-ai/goose-skills, 1.2k stars) and Crawl4AI Web Scraping (smallnest/goclaw, 598 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
browser-act (a GitHub organization) maintains it in browser-act/skills, which has 6,108 GitHub stars. The repository holds 87 skills in this directory. The repository was last updated on August 24, 2026.
Source: browser-act/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.