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 AgentComputerAI/torch --skill amazongit clone --depth 1 https://github.com/AgentComputerAI/torchWrote 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/agentcomputerai/torch/amazon)<a href="https://agentmods.dev/skills/agentcomputerai/torch/amazon"><img src="https://agentmods.dev/badge/skills/agentcomputerai/torch/amazon/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/agentcomputerai/torch/amazon"><img src="https://agentmods.dev/badge/skills/agentcomputerai/torch/amazon.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00093 | $0.02368 |
| Opus 5.5 | $0.00037 | $0.00947 |
| Sonnet 5.5 | $0.00019 | $0.00474 |
| Haiku 4.5 | $0.00009 | $0.00237 |
Grade A, and why
amazon 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 1mo 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.
description: Proven scraping playbook for amazon.com search result pages (/s?k=...). CloudFront + CAPTCHA wall blocks bare curl with HTTP 503, but a real Chrome session via the real Chrome debug port walks right through How it starts
The opening of the file, as written. The whole thing — 158 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Amazon (amazon.com)
Amazon search pages are server-rendered HTML behind CloudFront. The only real obstacle is IP/UA reputation on anonymous clients (curl →
HTTP/2 503+x-cache: Error from cloudfront). Attaching to the user's real Chrome profile via127.0.0.1:9222defeats the bot wall on the first request — no stealth plugin, no proxy, no captcha solver required. From there it's pure cheerio on 22s-search-resultcards per page.
Detection
| Signal | Value |
|---|---|
| CDN | CloudFront (via: 1.1 ...cloudfront.net, x-amz-cf-id, x-amz-cf-pop) |
| Framework | Server-rendered HTML (no SPA, no hydration payload needed) |
| Anti-bot | CloudFront + Amazon bot wall. Bare curl with a fake UA → HTTP 503, x-cache: Error from cloudfront. Escalates to Robot Check / CAPTCHA page if you push harder from a clean IP. |
| Auth | Not required for /s search pages. |
| robots.txt | Disallows /s?, but Amazon doesn't enforce it in-band — just don't abuse it. |
Architecture
/s?k=<query>&page=<n>returns full HTML with 22 result cards per page, already populated (no client-side hydration needed for the fields we care about).- Each card is wrapped in
div[data-component-type="s-search-result"]withdata-asin="<ASIN>". - Title lives in
h2 span(text). Link ish2 a[href](relative, may be an/sspa/click?...url=...redirect for sponsored slots). - Price is
.a-price > .a-offscreen→"$83.59". - Rating and review count are both encoded in the aria-label of the review link:
"Rated 4.5 out of 5 stars by 1,234 reviews. Go to review section."— regex it out, don't trust the nested star spans (they render with inconsistent text). - Image:
img.s-image[src]. - Sponsored flag: presence of
.puis-sponsored-label-text/.s-sponsored-label-textinside the card.
Strategy used
- Phase 0 (curl) — failed.
curl -A <chrome UA> https://www.amazon.com/s?k=...→HTTP/2 503from CloudFront. Confirmed this is IP/UA reputation, not a missing header. - Phase 1 (framework) — skipped. No Next.js
__NEXT_DATA__, no clean JSON API on public search. The HTML is the API. - Phase 2 (browser) —
puppeteer.connect({ browserURL: the real Chrome debug port })to the user's real Chrome. First request loaded full results, no challenge, no captcha. Thenpage.content()→ cheerio. Do not use a fresh Chromium + stealth here; it's a wasted escalation step on Amazon.
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.
- 1mo ago First seen · 158 lines · 93 tokens per session scan A 9f02d88f7402
amazon is a skill published in the GitHub repository AgentComputerAI/torch (5 stars, last pushed 6mo ago), licensed MIT. It adds 93 tokens to every session and 2,368 once invoked, about $0.0004 per session on Opus 5.5. 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 2026-08-31.
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