Agent Browser
quran/quran.com-frontend-next
Automates browser interactions for web testing, form filling, screenshots, and data extraction.
Aircraft seat maps, cabin dimensions, and seat recommendations via SeatMaps.com and AeroLOPA.
Install Seatmaps
$ npx skills add borski/travel-hacking-toolkit --skill seatmaps -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install borski/travel-hacking-toolkit seatmaps --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/borski/travel-hacking-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/travel-hacking-toolkit/skills/seatmaps .claude/skills/seatmaps && 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 "seatmaps" agent skill from https://github.com/borski/travel-hacking-toolkit/tree/main/plugins/travel-hacking-toolkit/skills/seatmaps into .claude/skills/seatmaps/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seatmaps", 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/borski/travel-hacking-toolkit/tree/main/plugins/travel-hacking-toolkit/skills/seatmapsType 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 borski/travel-hacking-toolkit --skill seatmaps -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install borski/travel-hacking-toolkit seatmaps --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/borski/travel-hacking-toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/travel-hacking-toolkit/skills/seatmaps .agents/skills/seatmaps && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "seatmaps" agent skill from https://github.com/borski/travel-hacking-toolkit/tree/main/plugins/travel-hacking-toolkit/skills/seatmaps into .agents/skills/seatmaps/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seatmaps", 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 borski/travel-hacking-toolkit --skill seatmaps -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install borski/travel-hacking-toolkit seatmaps --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/borski/travel-hacking-toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/travel-hacking-toolkit/skills/seatmaps .cursor/skills/seatmaps && 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 "seatmaps" agent skill from https://github.com/borski/travel-hacking-toolkit/tree/main/plugins/travel-hacking-toolkit/skills/seatmaps into .cursor/skills/seatmaps/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seatmaps", 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/borski/travel-hacking-toolkit.git --path plugins/travel-hacking-toolkit/skills/seatmaps--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 borski/travel-hacking-toolkit --skill seatmaps -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install borski/travel-hacking-toolkit seatmaps --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/borski/travel-hacking-toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/travel-hacking-toolkit/skills/seatmaps .gemini/skills/seatmaps && 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 "seatmaps" agent skill from https://github.com/borski/travel-hacking-toolkit/tree/main/plugins/travel-hacking-toolkit/skills/seatmaps into .gemini/skills/seatmaps/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seatmaps", 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 borski/travel-hacking-toolkit seatmapsInstalls 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 borski/travel-hacking-toolkit --skill seatmaps -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/borski/travel-hacking-toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/travel-hacking-toolkit/skills/seatmaps .github/skills/seatmaps && 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 "seatmaps" agent skill from https://github.com/borski/travel-hacking-toolkit/tree/main/plugins/travel-hacking-toolkit/skills/seatmaps into .github/skills/seatmaps/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seatmaps", 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 borski/travel-hacking-toolkit --skill seatmaps -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install borski/travel-hacking-toolkit seatmaps --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/borski/travel-hacking-toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/travel-hacking-toolkit/skills/seatmaps .opencode/skills/seatmaps && 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 "seatmaps" agent skill from https://github.com/borski/travel-hacking-toolkit/tree/main/plugins/travel-hacking-toolkit/skills/seatmaps into .opencode/skills/seatmaps/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "seatmaps", 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
seatmaps- GitHub stars
- 688
- Token cost
- ~2.1k tokens
- SKILL.md length
- 770 words
- Files
- 1
- Skills in repo
- 46
- Repo updated
- First seen
- Licence
- MIT
At a glance
Aircraft seat maps, cabin dimensions, and seat recommendations via SeatMaps.com and AeroLOPA.
- Works in 4 steps: Navigate and switch to flight number… → Fill search form → Extract cabin data AND screenshots → …
- Tasks that involve Browser automation
- SKILL.md covers When to Use, When NOT to Use, Two Sources, Different Strengths and Search by Flight Number…, plus 5 more sections
- Calls npm; reaches seatmaps.com and aerolopa.com
What it does
Seatmaps is an agent skill from borski/travel-hacking-toolkit. Aircraft seat maps, cabin dimensions, and seat recommendations via SeatMaps.com and AeroLOPA. Search by flight number or airline+aircraft via agent-browser.
Its SKILL.md is about 2.1k 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 Productivity & Automation, covering Browser automation. The repository describes itself as: AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex, and OpenCode. The licence is MIT.
When your agent uses it
- Tasks that involve Browser automation
Example prompts
- “/seatmaps”
Requirements
- Node.js
- Pre-approved tools (allowed-tools): Bash(agent-browser *)
Workflow steps
4 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit db82131. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
Bash(agent-browser *)
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
npm
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:
seatmaps.comaerolopa.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
Seatmaps loads about 2.1k tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 770 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 borski/travel-hacking-toolkit at commit db82131, republished under its MIT licence (© borski). 770 words, ~2,113 tokens.
Download SKILL.mdSave it as
.claude/skills/seatmaps/SKILL.md (or your agent's skills folder).- name
- seatmaps
- description
- Aircraft seat maps, cabin dimensions, and seat recommendations via SeatMaps.com and AeroLOPA. Search by flight number or airline+aircraft via agent-browser.
- allowed-tools
- Bash(agent-browser *)
- category
- flights
- summary
- Aircraft seat maps, cabin dimensions, seat recommendations.
- api_key
- None (requires agent-browser)
Seat Maps
Look up aircraft seat maps, cabin dimensions (pitch, width, recline), seat recommendations, and flight reviews. Uses SeatMaps.com (browser automation) as the primary data source and AeroLOPA as a visual complement.
Requires agent-browser CLI. Install: npm install -g agent-browser && agent-browser install
When to Use
- User wants to know the best seats on a specific flight
- Comparing cabin configurations across aircraft variants
- Checking seat pitch, width, recline for a cabin class
- Identifying seats near galleys, lavatories, or exits
- Verifying which aircraft variant operates a specific route
- Looking up seat map ratings and flight reviews
When NOT to Use
- Booking seats. Find information only. Do not select or purchase seats.
- Real-time availability. Seat maps show the aircraft layout, not which seats are currently open.
Two Sources, Different Strengths
| Feature | SeatMaps.com | AeroLOPA |
|---|---|---|
| Flight number search | Yes | No |
| Seat recommendations | Yes (color coded) | No (information only) |
| Cabin dimensions | Yes (pitch/width/recline) | Sometimes |
| Window alignment | No | Yes (to-scale drawings) |
| 360° cabin views | Some aircraft | No |
| Seat ratings | Yes (user reviews) | Coming 2026 |
| Aircraft variants | Yes (tabs) | Yes |
Default workflow: Search SeatMaps first (data extraction). Link to AeroLOPA for visual window alignment detail when the user wants geeky precision.
Search by Flight Number (Primary Workflow)
Use agent-browser to search SeatMaps by flight number. This identifies the aircraft type and loads the correct seat map automatically.
Step 1: Navigate and switch to flight number search
agent-browser open "https://seatmaps.com/"
agent-browser wait --load networkidle
# Switch to flight number search mode
agent-browser snapshot -i
# Find and click "Search by flight#" toggle
agent-browser click @eN # ref for "Search by flight#" generic elementStep 2: Fill search form
# Type airline name in AIRLINE field
agent-browser fill @eAIRLINE "Air France"
agent-browser wait 2000
# Click the autocomplete suggestion (e.g., "(AF) Air France")
agent-browser snapshot -i
agent-browser click @eSUGGESTION # ref for the correct airline suggestion
# Enter flight number (digits only, no airline code)
agent-browser fill @eFLIGHT "83"
# Optional: change date if needed
# agent-browser fill @eDATE "15-Aug-26"
# Click FIND
agent-browser click @eFIND
agent-browser wait 5000Step 3: Extract cabin data AND screenshots
After navigation, get both the structured data and visual seat map:
# Get structured data (cabin specs, ratings, reviews)
agent-browser snapshot -c
# Take full-page screenshot (captures everything: cabin photos, specs, reviews)
agent-browser screenshot --full seatmap-full.png
# Scroll to the interactive seat map and take viewport screenshots
# The seat map is an iframe that renders visually in screenshots
agent-browser scroll up 5000
agent-browser scroll down 400
agent-browser wait 1000
agent-browser screenshot seatmap-map-top.png # First/Business section
agent-browser scroll down 600
agent-browser screenshot seatmap-map-middle.png # Premium Economy section
agent-browser scroll down 600
agent-browser screenshot seatmap-map-bottom.png # Economy sectionScreenshots capture the color-coded interactive seat map. Each seat is color-coded:
- Dark blue = Standard seat
- Green = More comfort (extra legroom, quiet area, good window alignment)
- Olive/yellow-green = Some issues (limited recline, misaligned window)
- Yellow = Mixed features (extra legroom BUT near lavatory)
- Red = Reduced comfort (no recline, galley noise, narrow)
Read the screenshots to identify specific good/bad seats by row and letter, then recommend the best options.
The results page also contains:
- Aircraft type in the page heading (e.g., "Air France Boeing 777-300ER")
- Variant tabs (e.g., V.1 through V.5) showing different configurations
- Per-cabin data in a DescriptionList:
- Seats count
- Pitch (inches)
- Width (inches)
- Recline (degrees)
- Aircraft overview text with seat configuration summary
- Seat map rating (e.g., "4.49 out of 5, based on 389 reviews")
- Flight reviews with links to external reviews (OMAAT, Sam Chui, etc.)
- Codeshare airlines list
Step 4: Check other variants (if multiple)
Click variant tabs to compare configurations:
agent-browser click @eVARIANT # ref for "777-300ER V.2" tab
agent-browser wait 2000
agent-browser snapshot -cDirect URL Search (Fast Path)
When you already know the airline and aircraft, skip the form and navigate directly:
https://seatmaps.com/airlines/{iata-code}-{airline-name-slug}/{aircraft-slug}/URL Pattern Examples
| Airline | Aircraft | URL |
|---|---|---|
| Air France | 777-300ER | seatmaps.com/airlines/af-air-france/boeing-777-300er/ |
| KLM | 737-800 | seatmaps.com/airlines/kl-klm/boeing-737-800/ |
| SAS | A350-900 | seatmaps.com/airlines/sk-sas/airbus-a350-900/ |
| United | 787-9 | seatmaps.com/airlines/ua-united/boeing-787-9/ |
| Delta | A330-900 | seatmaps.com/airlines/dl-delta/airbus-a330-900neo/ |
Airline page (fleet listing)
https://seatmaps.com/airlines/{iata-code}-{airline-name-slug}/This lists all aircraft types the airline operates with links to each seat map.
Show full SKILL.md (311 more words)Show less
AeroLOPA Links
AeroLOPA doesn't have predictable URLs or flight number search. Use their homepage to browse:
https://www.aerolopa.com/When presenting results, include the AeroLOPA link for the airline so users can find the to-scale visual map with window alignment:
For geeky detail (window positions, to-scale layout): https://www.aerolopa.com/
Search for [Airline] [Aircraft] on the page.Output Format
Always use markdown tables.
Cabin comparison (single aircraft)
| Cabin | Seats | Pitch | Width | Recline |
|---|---|---|---|---|
| First | 4 | 79" | 24" | 180° |
| Business | 58 | 61" | 21" | 180° |
| Premium Economy | 28 | 38" | 19" | 124° |
| Economy | 206 | 32" | 17" | 118° |
After the table
- Note which variant is shown (e.g., "V.1 of 5 variants")
- Flag if the aircraft has notably good or bad ratings
- Link to the SeatMaps page for the interactive seat map
- Link to AeroLOPA for visual window alignment detail
- Mention relevant flight reviews if available
- If multiple variants exist, note key differences (e.g., "V.2 has no First Class, 42 J seats instead of 58")
Variant comparison (when relevant)
| Variant | Config | First | Business | Prem Econ | Economy | Total |
|---|---|---|---|---|---|---|
| V.1 | 4/58/28/206 | 4 | 58 | 28 | 206 | 296 |
| V.2 | 0/42/0/315 | — | 42 | — | 315 | 357 |
Seat Map Key (Color Coding)
SeatMaps uses these categories on their interactive map:
| Color | Meaning |
|---|---|
| Standard | Normal seat, no issues |
| More comfort | Extra legroom, window alignment, quiet location |
| Some issues | Minor concern (e.g., limited recline, misaligned window) |
| Mixed features | Tradeoffs (e.g., extra legroom but near lavatory) |
| Reduced comfort | Avoid if possible (e.g., no recline, galley noise, narrow) |
The interactive seat map in the iframe shows individual seat colors. Click seats on the SeatMaps website to see per-seat notes.
Notes
- SeatMaps identifies the correct aircraft variant for a flight number on a given date
- Aircraft assignments can change. Check closer to departure for accuracy.
- AeroLOPA is rebuilding their site (launching 2026) with seat ratings, heat maps, and favorites
- SeatGuru (TripAdvisor) shut down permanently. SeatMaps and AeroLOPA are the replacements.
- SeatMaps has a paid API via Quicket GmbH (sandbox.quicket.io/redoc) for enterprise use. The browser automation approach works for individual lookups.
© borski, MIT. 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 plugins/travel-hacking-toolkit/skills/seatmaps of borski/travel-hacking-toolkit.
Open the folder on GitHubat commit db82131
Compare with similar skills
Seatmaps 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 |
|---|---|---|---|---|---|---|
| Seatmaps this skillborski/travel-hacking-toolkit | 688 | — | ~2.1k | Automated safety check: Pass | MIT | |
| Agent Browserquran/quran.com-frontend-next | 1.9k | 42 repos | ~3.3k | Automated safety check: Pass | None | |
| Dev-Browser CLI AutomationSawyerHood/dev-browser | 6.7k | 1 repos | ~455 | Automated safety check: Pass | MIT | |
| Agent Browsersuperagent-ai/grok-cli | 3.5k | 1 repos | ~633 | Automated safety check: Pass | MIT | |
| Browser Automationopenclaw/openclaw | 392k | — | ~2.9k | Automated safety check: Pass | MIT | |
| Camoufox CLIBin-Huang/camoufox-cli | 350 | 1 repos | ~4.5k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Seatmaps
What does Seatmaps do?
Aircraft seat maps, cabin dimensions, and seat recommendations via SeatMaps.com and AeroLOPA. Seatmaps is an agent skill from borski/travel-hacking-toolkit.com and AeroLOPA.
When should I use Seatmaps?
Seatmaps fits situations like: tasks that involve Browser automation.
How do I install Seatmaps in Claude Code?
Run `npx skills add borski/travel-hacking-toolkit --skill seatmaps -a claude-code`. Or copy the skill folder (plugins/travel-hacking-toolkit/skills/seatmaps in borski/travel-hacking-toolkit) into .claude/skills/seatmaps in your project. Claude Code loads it when a task matches its description.
How do I install Seatmaps in Codex?
Run `npx skills add borski/travel-hacking-toolkit --skill seatmaps -a codex`. Or copy the skill folder (plugins/travel-hacking-toolkit/skills/seatmaps in borski/travel-hacking-toolkit) into .agents/skills/seatmaps in your project. Codex loads it when a task matches its description.
Can I use Seatmaps 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 borski/travel-hacking-toolkit --skill seatmaps -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/seatmaps, .gemini/skills/seatmaps, .github/skills/seatmaps and .opencode/skills/seatmaps in your project.
What does Seatmaps need to run?
Going by SKILL.md and its folder, Seatmaps needs the command-line tools its instructions call (npm). Our summary lists: Node.js. Its frontmatter pre-approves these tools: Bash(agent-browser *).
Does Seatmaps access the network?
SKILL.md names 2 domains. In commands or code: seatmaps.com and aerolopa.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Seatmaps 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 Seatmaps use?
Seatmaps 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 Seatmaps use?
About 2.1k tokens (SKILL.md is roughly 8.5k 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 Seatmaps?
Skills that share tags, products or a category with Seatmaps: Agent Browser (quran/quran.com-frontend-next, 1.9k stars), Dev-Browser CLI Automation (SawyerHood/dev-browser, 6.7k stars), Agent Browser (superagent-ai/grok-cli, 3.5k stars) and Browser Automation (openclaw/openclaw, 392k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Seatmaps?
borski (a GitHub user) maintains it in borski/travel-hacking-toolkit, which has 688 GitHub stars. The repository holds 46 skills in this directory. The repository was last updated on October 5, 2026.
Source: borski/travel-hacking-toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.