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Install in OpenClaw
/install smart-skill-advisor
Description
Turn a user goal into the best skill stack. Recommends, compares, and sequences the right skills, with explicit user approval before any install guidance.
Usage Guidance
This skill is internally coherent and acts as a decision-support/planning layer rather than performing installs itself. Before installing or following any install guidance the advisor recommends, verify the origin and permissions of each recommended skill: check the publisher, read reviews or source code if available, and be cautious about skills that require network downloads, unknown binaries, or credentials. If a recommended skill asks for API keys, system access, or to download code from an untrusted URL, perform a vetting step (review source, prefer official release hosts like GitHub releases or package registries, and avoid running unknown installers). Also confirm that the agent's discovery tooling (marketplace/API/CLI) will only access expected directories and endpoints in your environment.
Capability Analysis
Type: OpenClaw Skill
Name: smart-skill-advisor
Version: 2.0.0
The smart-skill-advisor bundle is a well-structured meta-skill designed to help users discover and combine OpenClaw skills into workflows. The instructions in SKILL.md explicitly prioritize safety, requiring user confirmation before providing installation guidance and directing the agent to evaluate trust signals and risks. No indicators of data exfiltration, malicious execution, or harmful prompt injection were found.
Capability Assessment
Purpose & Capability
The name and description (recommend and sequence skills) match the SKILL.md instructions (clarify goals, search for candidate skills, filter, and recommend a small stack). It does not request unrelated credentials, binaries, or system access.
Instruction Scope
Runtime instructions are limited to analyzing user goals and searching for candidate skills via available ClawHub discovery methods. They explicitly avoid assuming CLIs or running installs without user approval and do not instruct reading unrelated files or environment secrets.
Install Mechanism
This is an instruction-only skill with no install spec or code to write to disk, minimizing install risk.
Credentials
No environment variables, credentials, or config paths are required. The SKILL.md asks the agent to use available discovery tools but does not request secrets or unrelated credentials.
Persistence & Privilege
always is false and the skill does not request persistent system presence or cross-skill configuration changes. Autonomous invocation is allowed (platform default) but not combined with other risky requests.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install smart-skill-advisor - After installation, invoke the skill by name or use
/smart-skill-advisor - Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.0
**Major update: Reworked for trust, clarity, and user control in skill stack recommendations.**
- Now requires explicit user confirmation before showing any install guidance.
- Shifted focus from listing to building the smallest effective skill stack with clear reasons and tradeoffs.
- Added guidance to explicitly assess safety, trust, and setup cost for each recommended skill.
- Clarifies when not to use this skill and instructs against assuming a specific CLI or tool is present.
- Includes a new, structured response format with recommendation, execution plan, alternatives considered, and tradeoff explanations.
v1.0.0
Initial release of Smart Skill Advisor.
- Recommends, ranks, and combines the best skills based on user goals.
- Provides clear, step-by-step practical solutions instead of long lists.
- Optimizes recommendations by prioritizing relevance, popularity, and clarity.
- Includes concise explanations and installation instructions for selected skills.
Metadata
Frequently Asked Questions
What is Smart Skill Advisor?
Turn a user goal into the best skill stack. Recommends, compares, and sequences the right skills, with explicit user approval before any install guidance. It is an AI Agent Skill for Claude Code / OpenClaw, with 154 downloads so far.
How do I install Smart Skill Advisor?
Run "/install smart-skill-advisor" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Smart Skill Advisor free?
Yes, Smart Skill Advisor is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Smart Skill Advisor support?
Smart Skill Advisor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Smart Skill Advisor?
It is built and maintained by ToBeWin (@tobewin); the current version is v2.0.0.
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