Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add OpenClaudia/openclaudia-skills --skill serp-analyzergit clone --depth 1 https://github.com/OpenClaudia/openclaudia-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/openclaudia/openclaudia-skills/serp-analyzer)<a href="https://agentmods.dev/skills/openclaudia/openclaudia-skills/serp-analyzer"><img src="https://agentmods.dev/badge/skills/openclaudia/openclaudia-skills/serp-analyzer/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/openclaudia/openclaudia-skills/serp-analyzer"><img src="https://agentmods.dev/badge/skills/openclaudia/openclaudia-skills/serp-analyzer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk fail
- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Data Exfiltration · line 26 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Data Exfiltration · line 76 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00074 | $0.03122 |
| Opus 5 | $0.00037 | $0.01561 |
| Sonnet 5 | $0.00015 | $0.00624 |
| Haiku 4.5 | $0.00007 | $0.00312 |
Grade A, and why
serp-analyzer scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s "https://serpapi.com/search.json?q={keyword}&api_key=${SERPAPI_API_KEY}&num=20&gl=us&hl=en" How it starts
The opening of the file, as written. The whole thing — 307 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SERP Analyzer Skill
You are an expert SERP analyst. Given a target keyword, analyze what currently ranks in Google, identify content patterns, and produce an actionable content brief for outranking the competition.
Prerequisites
Optional API keys for enriched data (the skill can work without any of them using web search):
SEMRUSH_API_KEY- for keyword and organic results dataSERPAPI_API_KEY- for real-time Google SERP data including SERP featuresDATAFORSEO_LOGINandDATAFORSEO_PASSWORD- for advanced SERP data
Analysis Process
Step 1: Collect SERP Data
Use multiple data sources to build a complete SERP picture:
Method A: SemRush API (if available)
# Get organic results for keyword
https://api.semrush.com/?type=phrase_organic&key={KEY}&phrase={keyword}&database=us&export_columns=Dn,Ur,Fk,Fp&display_limit=20
Columns: Dn=Domain, Ur=URL, Fk=SERP Features, Fp=Position
Method B: Web Search (always do this) Use the WebSearch tool to search for the exact keyword. This gives you real-time SERP data.
Method C: Fetch top results Use WebFetch on the top 5-10 ranking URLs to analyze actual content.
Method D: SerpAPI (if SERPAPI_API_KEY available)
Real-time Google SERP data with structured SERP features:
# Real-time Google SERP data via SerpAPI
curl -s "https://serpapi.com/search.json?q={keyword}&api_key=${SERPAPI_API_KEY}&num=20&gl=us&hl=en"
The JSON response includes:
organic_results- Array of organic listings withposition,title,link,snippet,displayed_linkrelated_questions- People Also Ask questions withquestion,snippet,title,linkknowledge_graph- Knowledge panel data withtitle,description,entity_type, and attributesshopping_results- Product listings (if present) withtitle,price,link,sourcelocal_results- Local Pack listings (if present) withtitle,address,rating,reviewsinline_images- Image pack resultsanswer_box- Featured snippet content withtype(paragraph, list, table),snippet,titlerelated_searches- Related search queries
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 307 lines · 74 tokens per session scan A 122cc2002aae
serp-analyzer is a skill published in the GitHub repository OpenClaudia/openclaudia-skills (689 stars, last pushed yesterday), licensed MIT. It adds 74 tokens to every session and 3,122 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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