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 valtterimelkko/agent-workflow-skills --skill amazon-uk-scrapergit clone --depth 1 https://github.com/valtterimelkko/agent-workflow-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/valtterimelkko/agent-workflow-skills/amazon-uk-scraper)<a href="https://agentmods.dev/skills/valtterimelkko/agent-workflow-skills/amazon-uk-scraper"><img src="https://agentmods.dev/badge/skills/valtterimelkko/agent-workflow-skills/amazon-uk-scraper/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/valtterimelkko/agent-workflow-skills/amazon-uk-scraper"><img src="https://agentmods.dev/badge/skills/valtterimelkko/agent-workflow-skills/amazon-uk-scraper.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 | $0.00140 | $0.01648 |
| Opus 5.5 | $0.00056 | $0.00659 |
| Sonnet 5.5 | $0.00028 | $0.00330 |
| Haiku 4.5 | $0.00014 | $0.00165 |
Grade A, and why
amazon-uk-scraper 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 24d 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.
How it starts
The opening of the file, as written. The whole thing — 149 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Amazon UK Product Scraper
Everything is handled by one Python script — no separate skill invocations needed. Bot bypass, cookie consent, proxy routing, and data extraction are all built in.
Script path:
./skills/amazon-uk-scraper/scripts/scrape_amazon_uk.py
How to run it
# ── RECOMMENDED: UK proxy mode — GBP prices + real UK delivery dates ─────
python3 ./skills/amazon-uk-scraper/scripts/scrape_amazon_uk.py \
--asins B0972BP9YR B09NYMR2KJ --uk-proxy
# Search by keyword, then scrape the top N results:
python3 ./skills/amazon-uk-scraper/scripts/scrape_amazon_uk.py \
--search "rtx 4060 graphics card" --max-results 3 --uk-proxy
# Save JSON to a file:
python3 ./skills/amazon-uk-scraper/scripts/scrape_amazon_uk.py \
--asins B0972BP9YR --uk-proxy --out /tmp/parts.json
# ── Free mode: camofox browser (no proxy cost, prices in EUR) ────────────
python3 ./skills/amazon-uk-scraper/scripts/scrape_amazon_uk.py \
--asins B0972BP9YR
Two modes — choose based on what you need
| Mode | Flag | Price currency | Delivery dates | Cost |
|---|---|---|---|---|
| UK proxy | --uk-proxy |
GBP ✓ | UK ✓ | Paid (residential proxy) |
| Camofox | (default, no flag) | EUR (server is in Finland) | Finland | Free |
Use --uk-proxy whenever GBP pricing or UK delivery accuracy matters.
Use camofox-only when only checking specs/availability and price currency is irrelevant.
To use --uk-proxy, configure your own UK residential proxy or adapt the script to your own proxy setup. Do not rely on any embedded credentials.
What gets extracted per product
| Field | Description |
|---|---|
title |
Full product name |
asin |
Amazon UK ASIN |
price |
GBP price (with --uk-proxy) or EUR (camofox) |
availability |
"In stock" / "Currently unavailable" / "Only N left in stock" |
prime_eligible |
true when FREE delivery is shown (proxy for Prime — anonymous session) |
delivery_estimate |
UK delivery text, e.g. "FREE delivery Wednesday, 10 June" |
specs |
Dict of key/value tech specs (25–30 fields in proxy mode, ~10 in camofox mode) |
specs_raw |
Same specs as a flat list of "Key Value" strings |
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 24d ago First seen · 149 lines · 140 tokens per session scan A 7e3af3dd00dd
amazon-uk-scraper is a skill published in the GitHub repository valtterimelkko/agent-workflow-skills (2 stars, last pushed 21d ago), licensed MIT. It adds 140 tokens to every session and 1,648 once invoked, about $0.0006 per session on Opus 5.5. 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 2026-10-01.
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