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UserLayer
by
houyongsheng
· GitHub ↗
· v0.1.1
· MIT-0
150
Downloads
0
Stars
0
Active Installs
2
Versions
Install in OpenClaw
/install userlayer
Description
Use this skill when the user wants a UserLayer report for an App Store or Google Play app, including full analysis, polling, and follow-up questions grounded...
Usage Guidance
This skill appears coherent, but before installing: (1) only provide an API_KEY scoped specifically for UserLayer/LaunchBase (do not reuse high-privilege or multi-service keys); (2) verify you trust the API host (default: https://lb-api.workflowhunt.com) and do not set LAUNCHBASE_API_URL to an unknown endpoint; (3) confirm the pricing model in SKILL.md matches your expected billing and that the API_KEY is a paid/authorized credential; (4) review the included Python files yourself if you have concerns about network destinations or logging of sensitive data; and (5) if you ever suspect key misuse, rotate the API_KEY immediately. Overall risk is low but depends on treating the API key as a sensitive credential.
Capability Analysis
Type: OpenClaw Skill
Name: userlayer
Version: 0.1.1
The skill is a standard API wrapper for the UserLayer service, designed to analyze App Store and Google Play reviews. The code in `scripts/main.py` and `scripts/call_api.py` implements expected functionality (analyze, query, check_status) by communicating with a legitimate-appearing backend (lb-api.workflowhunt.com) using a user-provided API key. There is no evidence of data exfiltration, malicious execution, or prompt injection.
Capability Assessment
Purpose & Capability
The name/description (UserLayer report for App Store/Google Play reviews) aligns with the provided wrappers and code. The skill requires a single API_KEY and calls a LaunchBase API gateway to run analyze/check_status/query operations — these are coherent with the advertised functionality.
Instruction Scope
SKILL.md instructs use of the bundled wrappers (analyze, check_status, query) and documents the async flow, billing, and response shapes. The instructions do not ask the agent to read unrelated files or access unrelated environment variables. Note: an optional LAUNCHBASE_API_URL env var lets callers override the API host; that can redirect requests if changed in the environment (expected for deploy-time configuration).
Install Mechanism
There is no install spec (instruction-only skill) and the included Python files are small wrappers that make HTTP requests. No downloads from untrusted URLs, no archive extraction, and no packages are being installed by the skill itself.
Credentials
Only API_KEY is required (declared as the primary credential), plus an optional LAUNCHBASE_API_URL. This matches the networked API behavior in the code. The request for a single service-scoped API key is proportionate; there are no unrelated secrets or config paths requested.
Persistence & Privilege
always:false and default autonomous invocation are unchanged. The skill does not modify other skills or system-wide settings and does not request persistent installation privileges; it only performs outgoing network calls to the configured API host.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install userlayer - After installation, invoke the skill by name or use
/userlayer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.1
- Added project metadata section to SKILL.md, including homepage, environment variables, and wrapper file listing.
- Clarified API credentials and default host usage.
- Restructured file organization: scripts moved into a dedicated directory (`scripts/`), replacing top-level files.
- No changes to API or interface—documentation and structure improvements only.
v0.1.0
Initial public release of the UserLayer skill.
- Analyze-first workflow for App Store and Google Play research
- Async analyze + polling + follow-up query flow
- Grounded outputs with cited review evidence
- Default 100 latest reviews included in analyze
- Supports extra-review add-ons and follow-up queries
Metadata
Frequently Asked Questions
What is UserLayer?
Use this skill when the user wants a UserLayer report for an App Store or Google Play app, including full analysis, polling, and follow-up questions grounded... It is an AI Agent Skill for Claude Code / OpenClaw, with 150 downloads so far.
How do I install UserLayer?
Run "/install userlayer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is UserLayer free?
Yes, UserLayer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does UserLayer support?
UserLayer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created UserLayer?
It is built and maintained by houyongsheng (@houyongsheng); the current version is v0.1.1.
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