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Install in OpenClaw
/install toolweb-cloud-service-mapper-decision-advisor
Description
AI-powered cloud service mapping and provider recommendation across Azure, AWS, and Google Cloud.
Usage Guidance
Do not install or run this skill for real workloads until the author provides missing operational details. Specifically: (1) ask for the service base URL(s) and confirm they are HTTPS and a legitimate domain (no shorteners or personal IPs); (2) request the authentication method (API key/OAuth) and where that credential will be stored—do not paste secrets into prompts; (3) get a privacy/data retention policy and confirm whether submitted workload descriptions are stored, logged, or shared; (4) ask for example cURL or SDK usage showing the actual endpoint and headers; (5) verify the vendor identity (ToolWeb.in details, contact, terms, billing); (6) test with non‑sensitive synthetic data first in a sandbox; and (7) if you must use it for real data, require an explicit contract that limits data retention and use. These gaps are not provably malicious but are inconsistent and could lead to accidental exposure of sensitive architecture or secrets.
Capability Analysis
Type: OpenClaw Skill
Name: toolweb-cloud-service-mapper-decision-advisor
Version: 1.0.0
The skill is a standard API wrapper for a cloud service recommendation tool hosted at toolweb.in. It provides endpoints to analyze workloads and retrieve cloud provider metadata without any evidence of malicious intent, data exfiltration, or unauthorized execution. All functionality aligns with the stated purpose in SKILL.md and openapi.json.
Capability Assessment
Purpose & Capability
Name, description, example request/response, and openapi.json all describe a cloud‑mapping API — that is internally consistent with the stated purpose. However the bundle provides no server/base URL or any guidance on how to call the API or authenticate, despite listing pricing tiers (implying an external paid service). The absence of an endpoint or required credentials makes the skill unusable as packaged and is inconsistent with the advertised capability.
Instruction Scope
SKILL.md and openapi.json describe endpoints and payloads but do not instruct the agent how to reach the service (no base URL, no auth flow) or where results are stored. The instructions are therefore vague and grant broad discretion: an agent given this skill could attempt to send workload descriptions to any endpoint if a human or another component provides one. While the file does not instruct reading local files or environment variables, the vagueness about destination and authentication increases risk of accidental data exfiltration if the agent is later pointed to an untrusted host.
Install Mechanism
This is an instruction‑only skill with no install spec and no code files to execute. That is low risk from an installation/execution perspective — nothing is written to disk or fetched during install by the package itself.
Credentials
The skill declares no required environment variables or credentials, yet the documentation describes paid plans and a hosted service (ToolWeb.in). A real hosted API would normally require an API key, token, or account details; the lack of any declared credential requirement is inconsistent and unexplained. That mismatch raises the question of where and how authentication would be supplied, and whether callers might be asked to paste sensitive configuration into prompts.
Persistence & Privilege
The skill is not always-enabled, does not request persistent system-wide changes, and contains no install scripts. It does not ask to modify other skills or agent configuration. Autonomous model invocation is allowed by platform defaults, which is normal — however this combines with the other noted vagueness to increase potential blast radius if the agent is later directed to a malicious endpoint.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install toolweb-cloud-service-mapper-decision-advisor - After installation, invoke the skill by name or use
/toolweb-cloud-service-mapper-decision-advisor - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the Multi-Cloud Service Mapper & Decision Advisor.
- Provides AI-powered recommendations for mapping workloads to services across AWS, Azure, and Google Cloud.
- Supports workload analysis with custom priorities, industry and team context, and provider recommendations with confidence scores.
- Exposes endpoints for workload analysis, service category discovery, provider metadata, and health checks.
- Offers tiered pricing plans from free to enterprise level.
- Designed for organizations evaluating multi-cloud strategies and migrations.
Metadata
Frequently Asked Questions
What is Cloud Service Mapper & Decision Advisor?
AI-powered cloud service mapping and provider recommendation across Azure, AWS, and Google Cloud. It is an AI Agent Skill for Claude Code / OpenClaw, with 96 downloads so far.
How do I install Cloud Service Mapper & Decision Advisor?
Run "/install toolweb-cloud-service-mapper-decision-advisor" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Cloud Service Mapper & Decision Advisor free?
Yes, Cloud Service Mapper & Decision Advisor is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Cloud Service Mapper & Decision Advisor support?
Cloud Service Mapper & Decision Advisor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Cloud Service Mapper & Decision Advisor?
It is built and maintained by ToolWeb (@krishnakumarmahadevan-cmd); the current version is v1.0.0.
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