Agent Readiness Audit
indranilbanerjee/digital-marketing-pro
Audit whether AI agents and AI crawlers can actually use a site — robots.txt rules per AI crawler token (OpenAI, Anthropic and Perplexity bots, Google-Extended, Applebot-Extended)…
Google search via Serper API with full page content extraction.
Install Serper
$ npx skills add sundial-org/awesome-openclaw-skills --skill serper -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills serper --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/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/serper .claude/skills/serper && 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 "serper" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/serper into .claude/skills/serper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "serper", 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/sundial-org/awesome-openclaw-skills/tree/main/skills/serperType 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 sundial-org/awesome-openclaw-skills --skill serper -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills serper --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/serper .agents/skills/serper && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "serper" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/serper into .agents/skills/serper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "serper", 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 sundial-org/awesome-openclaw-skills --skill serper -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills serper --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/serper .cursor/skills/serper && 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 "serper" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/serper into .cursor/skills/serper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "serper", 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/sundial-org/awesome-openclaw-skills.git --path skills/serper--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 sundial-org/awesome-openclaw-skills --skill serper -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills serper --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/serper .gemini/skills/serper && 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 "serper" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/serper into .gemini/skills/serper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "serper", 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 sundial-org/awesome-openclaw-skills serperInstalls 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 sundial-org/awesome-openclaw-skills --skill serper -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/serper .github/skills/serper && 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 "serper" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/serper into .github/skills/serper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "serper", 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 sundial-org/awesome-openclaw-skills --skill serper -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sundial-org/awesome-openclaw-skills serper --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/serper .opencode/skills/serper && 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 "serper" agent skill from https://github.com/sundial-org/awesome-openclaw-skills/tree/main/skills/serper into .opencode/skills/serper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "serper", 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
serper- GitHub stars
- 663
- Token cost
- ~1.6k tokens
- SKILL.md length
- 737 words
- Files
- 3 (incl. scripts)
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- None found
At a glance
Google search via Serper API with full page content extraction.
- Works in 3 steps: Serper API call — fast Google search,… → Concurrent page scraping — all result… → Streamed output — results print one at a…
- Tasks that involve Web search
- SKILL.md covers Query Discipline, When to Use This Skill, Two Search Modes and Locale (REQUIRED for…, plus 3 more sections
- Runs Python scripts from its folder; calls python3
What it does
Serper is an agent skill from sundial-org/awesome-openclaw-skills. Google search via Serper API with full page content extraction. Fast API lookup + concurrent page scraping (3s timeout). One well-crafted query returns rich results — avoid multiple calls. Two modes, explicit locale control. API key via .env.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `README.md` and `scripts/search.py`).
It sits in Productivity & Automation, covering Web search, Web scraping and Schema markup. It works with FastAPI. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.
When your agent uses it
- Tasks that involve Web search
- Tasks that involve Web scraping
- Tasks that involve Schema markup
Example prompts
- “/serper”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Serper API call — fast Google search, returns result URLs instantly
- Concurrent page scraping — all result pages are fetched and extracted in parallel using trafilatura with a 3-second timeout per page
- Streamed output — results print one at a time as each page finishes
What it can do on your machine
Read from SKILL.md and the folder at commit b80cde2. 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
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
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
Serper loads about 1.6k tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 737 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:3
es, explicit locale control. API key via .env.
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.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 737 words (~1,630 tokens).
“Google search via Serper API. Fetches results AND reads the actual web pages to extract clean full-text content via trafilatura. Not just snippets — full article text.”
- name
- serper
- metadata.version
- 3.0.1
- metadata.tags
- search, web-search, serper, google, content-extraction
Files
SKILL.md and 2 other files (scripts) in skills/serper of sundial-org/awesome-openclaw-skills.
- SKILL.md
- README.md
- scripts/search.py
Open the folder on GitHubat commit b80cde2
Compare with similar skills
Serper 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 |
|---|---|---|---|---|---|---|
| Serper this skillsundial-org/awesome-openclaw-skills | 663 | — | ~1.6k | Automated safety check: Notes | None | |
| Agent Readiness Auditindranilbanerjee/digital-marketing-pro | 859 | 1 repos | ~3.9k | Automated safety check: Pass | MIT | |
| Searchbrightdata/skills | 264 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Bright Data MCPbrightdata/skills | 264 | 1 repos | ~3.7k | Automated safety check: Pass | MIT | |
| Bright Data Best Practicesbrightdata/skills | 264 | 1 repos | ~3.6k | Automated safety check: Pass | MIT | |
| Scrapingbee CLIScrapingBee/scrapingbee-cli | 108 | — | ~3.2k | Automated safety check: Notes | MIT |
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Fetch and read any web page, search the web, crawl a site, or pull structured data out of pages.
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DEFAULT for all web search, research, and content extraction queries.
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Related
Works with
Questions about Serper
What does Serper do?
Google search via Serper API with full page content extraction. Serper is an agent skill from sundial-org/awesome-openclaw-skills. Google search via Serper API with full page content extraction.
When should I use Serper?
Serper fits situations like: tasks that involve Web search; tasks that involve Web scraping; tasks that involve Schema markup.
How do I install Serper in Claude Code?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill serper -a claude-code`. Or copy the skill folder (skills/serper in sundial-org/awesome-openclaw-skills) into .claude/skills/serper in your project. Claude Code loads it when a task matches its description.
How do I install Serper in Codex?
Run `npx skills add sundial-org/awesome-openclaw-skills --skill serper -a codex`. Or copy the skill folder (skills/serper in sundial-org/awesome-openclaw-skills) into .agents/skills/serper in your project. Codex loads it when a task matches its description.
Can I use Serper 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 sundial-org/awesome-openclaw-skills --skill serper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/serper, .gemini/skills/serper, .github/skills/serper and .opencode/skills/serper in your project.
What does Serper need to run?
Going by SKILL.md and its folder, Serper needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Serper 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 Serper safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. 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.
What licence does Serper use?
No licence was found for Serper or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Serper use?
About 1.6k tokens (SKILL.md is roughly 6.5k 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 Serper?
Skills that share tags, products or a category with Serper: Agent Readiness Audit (indranilbanerjee/digital-marketing-pro, 859 stars), Search (brightdata/skills, 264 stars), Bright Data MCP (brightdata/skills, 264 stars) and Bright Data Best Practices (brightdata/skills, 264 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Serper?
sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on March 7, 2026.
Source: sundial-org/awesome-openclaw-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.