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HashCats Amazon Intelligence
by
HashCatter
· GitHub ↗
· v0.1.0
· MIT-0
84
Downloads
2
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0
Active Installs
1
Versions
Install in OpenClaw
/install hashcats-amazon
Description
x402 pay-per-call API for Amazon product search, filtering, ranking, detailed extraction, and one-shot "best products" recommendations. No API keys required...
README (SKILL.md)
HashCats Amazon Intelligence Skill
Overview
This skill teaches OpenClaw agents how to use the HashCats API — a fast, structured Amazon product intelligence service.
It is x402-native: agents detect the 402 response, pay a tiny USDC amount instantly via their wallet, and continue. No keys, no subscriptions.
Core Capabilities
- Natural language search — POST /search (e.g. "noise cancelling headphones under 200")
- Filter — POST /filter on a list of products (stock, price, rating, shipping, relevance, etc.)
- Rank — POST /rank by relevance, lowest_price, fastest_shipping, best_reviews, or best_value
- Product details — POST /product-details (single URL or up to 10 URLs) with full structured data (reviews, pricing, offers, warranty, etc.)
- One-shot best products — POST /best (search + filter + rank in one call with your priorities)
All endpoints return clean, structured JSON perfect for agent reasoning.
Recommended Usage Patterns (what agents should say/do)
- For quick recommendations: Use
/bestwith a query and priorities (max_price, min_rating, min_review_count, ship_within_days). - For composable workflows:
/search→/filter→/rank→ optionally/product-detailson top results. - For deep research: Pull details from specific product URLs.
Example agent flows:
- "Find the best noise cancelling headphones under $200 that ship fast and have good reviews using HashCats"
- "Get full details on https://www.amazon.com/dp/B0GLNV4LJ9"
- "Search Amazon for wireless earbuds, filter in-stock non-sponsored ones with at least 4.5 stars, then rank by best_value"
Setup & Prerequisites
- Make sure the official x402 skill is installed (it handles automatic payment on 402 responses).
- No extra configuration needed — the skill discovers the base URL and x402 flow automatically.
Pricing (what agents will pay)
- /search, /filter, /rank: ~$0.003 each
- /product-details: ~$0.010
- /best (one-shot): ~$0.020
Prices are micropayments in USDC on Base Sepolia (or mainnet when enabled).
Documentation
- Live docs: https://api.hashcats.io/docs
- OpenAPI: https://api.hashcats.io/openapi.json
- Base URL: https://api.hashcats.io
Tips for Best Results
- Start with
/bestfor most shopping/recommendation tasks. - Use
/product-detailswhen you need histograms, warranty info, offer details, or multi-URL extraction. - Combine with other shopping or reasoning skills for full agent workflows.
Agents using this skill get reliable, structured Amazon data without scraping headaches or rate-limit drama.
Usage Guidance
This skill appears coherent for a remote, pay-per-call Amazon data API, but review these before installing: 1) The agent will send search queries and product URLs to https://api.hashcats.io — only send non‑sensitive data. 2) Micropayments: the skill relies on the x402 payment flow and will charge small USDC amounts from the agent's wallet; confirm you trust the HashCats service and understand pricing limits to avoid unexpected charges. 3) Source provenance: the registry metadata lists an owner id but no well-known publisher; if you need higher assurance, verify the homepage, openapi docs, and a reputable publisher (or request a signed/verified skill). 4) Monitor first uses (rate and charges) and limit agent autonomy if you want to prevent repeated automated calls. Additional information that would raise confidence: publisher identity or a verifiable repository, signed skill package, or independent reviews of api.hashcats.io’s behavior and privacy terms.
Capability Analysis
Type: OpenClaw Skill
Name: hashcats-amazon
Version: 0.1.0
The skill bundle provides instructions and examples for an Amazon product intelligence API (api.hashcats.io). It is purely informational, containing no executable code, and uses the x402 protocol for micropayments, which eliminates the need for sensitive environment variables or API keys. No evidence of malicious intent, data exfiltration, or prompt injection was found in SKILL.md or the example JSON files.
Capability Tags
Capability Assessment
Purpose & Capability
The name/description (Amazon product search/filter/rank/details) matches the SKILL.md and example payloads. No local binaries, env vars, or installs are requested, which is proportionate for a purely remote API that uses x402 micropayments.
Instruction Scope
SKILL.md instructs agents only to call HashCats endpoints (search/filter/rank/product-details/best). It does not ask the agent to read local files or unrelated env vars. Note: the skill will transmit user queries and product URLs to an external service (api.hashcats.io) — expected for this purpose but a privacy/third‑party data sharing consideration.
Install Mechanism
Instruction-only skill with no install spec or code files to execute on the agent host; this is the lowest-risk install footprint.
Credentials
No environment variables, credentials, or config paths are requested. The SKILL.md correctly references the x402 flow (requires the separate x402 skill and a wallet) which explains why no API keys are declared. Micropayment capability is the only external requirement.
Persistence & Privilege
always:false and standard autonomous invocation are used. The skill does not request permanent presence or elevated system privileges and does not modify other skills.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install hashcats-amazon - After installation, invoke the skill by name or use
/hashcats-amazon - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
- Initial release of the HashCats Amazon Intelligence skill.
- Enables agents to perform Amazon product search, filtering, ranking, detailed extraction, and one-shot "best products" recommendations via the x402 pay-per-call API.
- No API keys required; payments handled automatically using USDC (x402 flow).
- Provides structured JSON outputs for all endpoints, optimized for agent reasoning and composability.
- Supports endpoints: /search, /filter, /rank, /product-details, and /best.
- Comprehensive usage instructions, pricing, and documentation links included.
Metadata
Frequently Asked Questions
What is HashCats Amazon Intelligence?
x402 pay-per-call API for Amazon product search, filtering, ranking, detailed extraction, and one-shot "best products" recommendations. No API keys required... It is an AI Agent Skill for Claude Code / OpenClaw, with 84 downloads so far.
How do I install HashCats Amazon Intelligence?
Run "/install hashcats-amazon" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is HashCats Amazon Intelligence free?
Yes, HashCats Amazon Intelligence is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does HashCats Amazon Intelligence support?
HashCats Amazon Intelligence is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created HashCats Amazon Intelligence?
It is built and maintained by HashCatter (@hashcatter); the current version is v0.1.0.
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