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 aaron-he-zhu/seo-geo-claude-skills --skill competitor-analysisgit clone --depth 1 https://github.com/aaron-he-zhu/seo-geo-claude-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/aaron-he-zhu/seo-geo-claude-skills/competitor-analysis)<a href="https://agentmods.dev/skills/aaron-he-zhu/seo-geo-claude-skills/competitor-analysis"><img src="https://agentmods.dev/badge/skills/aaron-he-zhu/seo-geo-claude-skills/competitor-analysis/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/aaron-he-zhu/seo-geo-claude-skills/competitor-analysis"><img src="https://agentmods.dev/badge/skills/aaron-he-zhu/seo-geo-claude-skills/competitor-analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk warn
- NVIDIA SkillSpector warn
SkillSpector: 1 finding, 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 MCP Rug Pull · line 14 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
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 | $0.00000 | $0.00274 |
| Opus 5 | $0.00000 | $0.00137 |
| Sonnet 5 | $0.00000 | $0.00055 |
| Haiku 4.5 | $0.00000 | $0.00027 |
Grade A, and why
competitor-analysis scanned grade A with 0 findings 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 12d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
competitor-analysis has moved
[!IMPORTANT]
seo-geo-claude-skillsis now a signpost repo — its skills are no longer developed here. This file exists only so older links toresearch/competitor-analysis/keep resolving.
Active version: seo-geo/research/competitor-analysis in the aaron-marketing-skills bundle.
Frozen standalone copy (unchanged, tag v9.9.12): research/competitor-analysis/SKILL.md.
Install the active skill from the bundle:
npx skills add aaron-he-zhu/aaron-marketing-skills -s competitor-analysis
Full 20 → 16 mapping: see the repo README.
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.
- 12d ago First seen · 18 lines · 0 tokens per session scan A 9dfab21b49b2
competitor-analysis is a skill published in the GitHub repository aaron-he-zhu/seo-geo-claude-skills (199 stars, last pushed 8d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 274 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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