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Install in OpenClaw
/install sellersprite-product-research
Description
SellerSprite Product Research Skill — Input a keyword or category, automatically fetch market data via SellerSprite API and run AI analysis, output a structu...
Usage Guidance
This skill's README (SKILL.md) expects you to export SELLERSPRITE_SECRET_KEY, have the 'openclaw' CLI, and run local scripts under ~/.claude/skills/..., but the package contains no scripts and the manifest doesn't declare the secret or binaries. Before installing: (1) verify the source repository and inspect selection.sh, fetch.sh, and analyze.sh — do NOT run unknown scripts without review; (2) confirm what SellerSprite API scopes the key needs and prefer a least-privilege key; (3) ensure openclaw CLI is the legitimate tool you expect; (4) ask the publisher to correct the manifest (declare required env vars and binaries) or provide the missing scripts. If you must proceed, review the scripts line-by-line and run them in a sandboxed environment rather than your main account.
Capability Analysis
Type: OpenClaw Skill
Name: sellersprite-product-research
Version: 1.0.2
The skill bundle 'sellersprite-product-research' describes a tool for Amazon market analysis that utilizes high-risk capabilities, specifically Bash for script execution and network access for API calls. While these capabilities are plausibly needed for the stated purpose, the provided files (SKILL.md and _meta.json) do not include the actual source code for the referenced scripts (selection.sh, fetch.sh, analyze.sh), preventing a full security review of the logic. Furthermore, the documentation contains speculative references to future AI models (e.g., GPT-5, Grok-4) and timestamps from 2026, which is unusual for a production-ready skill.
Capability Assessment
Purpose & Capability
The skill's description says it will call the SellerSprite API and run AI analysis; that legitimately requires a SELLERSPRITE_SECRET_KEY and an AI CLI ('openclaw'). However the registry metadata lists no required env vars or binaries. The declared purpose would reasonably need an API key and an AI client, so the manifest is inconsistent with the stated capability.
Instruction Scope
SKILL.md instructs running ~/.claude/skills/sellersprite-product-research/selection.sh (and references fetch.sh, analyze.sh) and exporting SELLERSPRITE_SECRET_KEY; it also expects the openclaw CLI. Those runtime instructions reference local scripts and an environment secret not declared in the skill manifest. The skill would run code from a user's home path and call an external API — but no code is bundled, so it's unclear what will run.
Install Mechanism
There is no install spec (instruction-only), which is lower risk by itself. However SKILL.md assumes pre-existing scripts under ~/.claude/skills/... and the openclaw CLI. The absence of bundled scripts is an incoherence (the instructions expect files that aren't present).
Credentials
The runtime instructions require SELLERSPRITE_SECRET_KEY (sensitive) and access to an AI client, but the skill manifest declares no required environment variables or primary credential. Requesting an API secret is reasonable for this purpose, but the omission from the manifest and lack of explanation about secret scope/permissions is a red flag.
Persistence & Privilege
The skill does not request always:true and does not claim to modify other skills or system-wide settings. It appears not to request elevated or persistent platform privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install sellersprite-product-research - After installation, invoke the skill by name or use
/sellersprite-product-research - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
Add multi-model support via --model flag (claude/gemini/gpt-5/grok/deepseek etc.)
v1.0.1
Switch all documentation to English
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is SellerSprite Product Research?
SellerSprite Product Research Skill — Input a keyword or category, automatically fetch market data via SellerSprite API and run AI analysis, output a structu... It is an AI Agent Skill for Claude Code / OpenClaw, with 424 downloads so far.
How do I install SellerSprite Product Research?
Run "/install sellersprite-product-research" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is SellerSprite Product Research free?
Yes, SellerSprite Product Research is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does SellerSprite Product Research support?
SellerSprite Product Research is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created SellerSprite Product Research?
It is built and maintained by mguozhen (@mguozhen); the current version is v1.0.2.
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