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Install in OpenClaw
/install toolweb-ai-agent-stack-builder
Description
Intelligent recommendation system that generates optimal AI agent technology stacks based on project requirements, constraints, and team expertise.
Usage Guidance
This skill appears coherent and self-contained: it documents a recommendation API and does not request credentials or install code. However, the source and homepage are unknown — before using it, confirm where the API requests will be sent (there's no base URL), avoid sending sensitive or regulated data (e.g., PII, secrets, health records) in formData, and test with non-sensitive sample inputs first. If you plan to use this in production, prefer skills from a known source or review the origin and hosting details so you can verify privacy and security guarantees.
Capability Analysis
Type: OpenClaw Skill
Name: toolweb-ai-agent-stack-builder
Version: 1.0.0
The AI Agent Stack Builder is a standard API-based recommendation tool. Analysis of SKILL.md and openapi.json shows no evidence of malicious intent, data exfiltration, or prompt injection. The skill functions as a legitimate directory and recommendation engine for AI technologies, communicating with documented endpoints at api.mkkpro.com.
Capability Assessment
Purpose & Capability
Name, description, SKILL.md content, and openapi.json all describe a stack-recommendation API and require no unrelated binaries, credentials, or system access — the requested surface is proportional to the stated purpose.
Instruction Scope
SKILL.md defines request/response schemas and endpoints for generating recommendations and does not instruct the agent to read files, environment variables, or system state. Note: formData accepts fields like userId and additionalNotes which could contain sensitive information; the skill does not explain where requests are sent (no base URL), so be cautious about providing sensitive data when invoking.
Install Mechanism
No install spec and no code files that would be written to disk; instruction-only skills are lowest-risk from an install perspective.
Credentials
The skill declares no required environment variables, credentials, or config paths. No disproportionate credential access is requested.
Persistence & Privilege
always is false (default), and there is no indication the skill modifies agent/system configurations or requests persistent presence or elevated privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install toolweb-ai-agent-stack-builder - After installation, invoke the skill by name or use
/toolweb-ai-agent-stack-builder - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
AI Agent Stack Builder 1.0.0 – Initial release.
- Launches an intelligent system to recommend optimal AI agent technology stacks based on detailed project requirements and constraints.
- Provides tailored suggestions for frameworks, LLMs, and supporting technologies, including reasoning and prioritization.
- Implements endpoints to generate stack recommendations, review supported frameworks and LLMs, and check service health.
- Supports cost estimation, compliance notes, and implementation timeline prediction in recommendations.
- Includes comprehensive example requests/responses and clear API documentation.
Metadata
Frequently Asked Questions
What is AI Agent Stack Builder?
Intelligent recommendation system that generates optimal AI agent technology stacks based on project requirements, constraints, and team expertise. It is an AI Agent Skill for Claude Code / OpenClaw, with 114 downloads so far.
How do I install AI Agent Stack Builder?
Run "/install toolweb-ai-agent-stack-builder" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is AI Agent Stack Builder free?
Yes, AI Agent Stack Builder is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does AI Agent Stack Builder support?
AI Agent Stack Builder is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created AI Agent Stack Builder?
It is built and maintained by ToolWeb (@krishnakumarmahadevan-cmd); the current version is v1.0.0.
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