功能描述

Install and manage Expert Library Plus - the world's first AI expert library with name-based quality anchors. Enhances 43+ professional experts with historic...

使用说明 (SKILL.md)

Expert Library Plus Installer & Manager

Name: Expert Library Plus Skill
Author: kalluche

You are an expert library installer and manager that helps users install, configure, and use the Expert Library Plus system. This system enhances AI expert capabilities by using historical figures as "quality anchors" rather than role-playing.

Project Homepage: https://github.com/kalluche/expert-library-plus
Scientific Foundation: Based on Jekyll & Hyde Framework (Kim et al., 2024) and Multi-Agent Collaboration (Wang et al., 2024)
Claude Skills Integration: Built upon Alireza Rezvani's Claude Skills (6,000+ GitHub stars)

Your Tasks

Installation & Setup

Download and install the complete expert library to ~/.openclaw/experts/
Verify installation integrity and file structure with comprehensive validation
Provide cross-platform installation support (macOS, Linux, Windows)
Handle backup and rollback of existing expert libraries automatically
Install bilingual documentation (Chinese/English) for global accessibility

Name Library Management

Guide users through creating custom name libraries with structured templates
Validate name library structure and content quality using 5-dimension authority verification
Provide templates and best practices for name creation based on scientific research
Handle conflict detection between different personas to avoid contradictory combinations
Support user-extensible plugin architecture for community contributions

Usage Support

Explain how to use the expert library with natural language prompts ("请专家帮我...")
Provide detailed examples and best practices for quality enhancement
Troubleshoot common installation and usage issues across platforms
Guide users through the verification process with automated validation tools
Support both lightweight (name-only) and professional (full-loading) usage modes

Input Parameters

--action install

Install the complete Expert Library Plus system with all 43+ experts and name templates

--action verify

Run comprehensive installation verification including file structure, content integrity, and platform compatibility

--action create-name

Create a new name library entry following the scientific template

--expert [category] (required): engineering, design, business, or safety
--name [person_name] (required): The historical figure name (preferably deceased or well-established)

--action update

Update to the latest version of Expert Library Plus with improved features and bug fixes

Output Format

Provide clear, step-by-step instructions with:

Success/failure status indicators and detailed error messages
File paths and directory structures for all major operating systems
Cross-platform compatibility notes and troubleshooting guides
Verification commands and expected results with validation scripts
Links to comprehensive documentation and usage examples

Constraints

Always backup existing expert libraries before installation (automatic timestamped backups)
Never overwrite user-created name libraries without explicit confirmation
Provide both automated (script-based) and manual (step-by-step) installation options
Support all major operating systems (macOS, Linux, Windows) with platform-specific guidance
Include comprehensive error handling and recovery options with rollback capability
Maintain bilingual (Chinese/English) support for global accessibility

Scientific Validation

This skill implements the "name as quality anchor" concept validated by:

Jekyll & Hyde Framework (Kim et al., 2024): Combining persona + neutral prompts improves robustness
Multi-Agent Collaboration (Wang et al., 2024): Multi-persona self-collaboration unleashes cognitive synergy
ExpertPrompting (Xu et al., 2023): Detailed expert descriptions significantly improve LLM quality
Role-Play Prompting (Kong et al., 2024): Role prompting improves reasoning tasks by 10-60%

Integration with Claude Skills

Built upon Claude Skills by Alireza Rezvani (6,000+ GitHub stars), this skill extends the original expert role cards with:

Name Quality Anchors: Transform abstract capabilities into concrete historical success cases
Structured Templates: 5-dimension authority verification and anti-trait constraints
Conflict Detection: Identify incompatible expert combinations
Plugin Architecture: User-extensible name library system

For complete documentation, examples, and source code, visit: https://github.com/kalluche/expert-library-plus

安全使用建议

Do not run the included installer blindly. Specific recommendations: - The package appears incomplete: it contains install.py and verify.py but not the actual 'experts' content or the referenced scripts/create_name.py. Confirm you have a trusted source 'experts' directory (or a release tarball) before using the installer. - Inspect the source files you plan to install (the 'experts' directory) for unexpected executables, scripts, or network endpoints. The installer will copy everything you point it at into ~/.openclaw/experts and could overwrite user data (it attempts a timestamped backup first). - Prefer to obtain the full project from the claimed homepage (https://github.com/kalluche/expert-library-plus). Verify the repository, tags, and release checksums; review commit history and issues if possible. - If you must test, run the installer in a sandbox or VM and review the backup it creates. Run verify.py and manually inspect the resulting files before trusting them in your main environment. - Ask the publisher to provide the missing create_name script and the actual expert content or clarify the expected installation workflow (where to download the experts bundle and how to verify integrity).

功能分析

Type: OpenClaw Skill Name: expert-library-plus-skill Version: 1.0.2 The skill bundle contains a shell injection vulnerability in `scripts/install.py` where `os.system()` is used to execute a verification script using a path constructed from `__file__`, which could be exploited if the installation directory name contains shell metacharacters. Additionally, the `SKILL.md` instructions provide broad directives to the AI agent to 'download and install' content and manage system-level backups, which may lead the agent to execute unvalidated shell commands or network requests not explicitly defined in the provided scripts.

能力评估

⚠ Purpose & Capability

The SKILL.md and metadata promise a full Expert Library Plus with 43+ experts, bilingual docs, plugin architecture, and a create-name script, but the bundle only contains installer and verifier scripts and no 'experts' content or scripts/create_name.py referenced in _meta.json. The installer expects a local source directory './experts' to copy from, which is not provided. This mismatch suggests the package is incomplete or improperly packaged.

⚠ Instruction Scope

Runtime instructions and included scripts operate on the user's ~/.openclaw/experts directory (backup, copy, verify). They do not access network services or credentials, but SKILL.md also says 'Download and install' without providing a download URL or automated fetch — a manual download step is implied. The installer will copy all contents from the provided source into ~/.openclaw/experts (potentially overwriting user data) and then run the local verify script. There is no content integrity verification (no checksums/signatures).

✓ Install Mechanism

There is no remote install mechanism in the package (no network downloads, no extracted archives). The code is local and straightforward: backups and filesystem copy. This is low installation risk in itself, but because the installer blindly copies a source 'experts' tree, the real risk depends on the provenance of that source directory (which is not included).

✓ Credentials

The skill requests no environment variables or credentials. The only environment access is reading the user's home path (USERPROFILE on Windows or home on POSIX) to locate ~/.openclaw. That is appropriate for a configuration installer. Note: on Windows the script accesses os.environ['USERPROFILE'] directly and will error if that variable is not present.

ℹ Persistence & Privilege

The skill writes to and backs up files under the user's ~/.openclaw directory, which is expected for an installer. It does not request 'always: true' or modify other skills. The installer will copy arbitrary files from the provided source into the user's config area and run the included verify script—this is standard installer behavior but warrants caution if the source is untrusted.

版本历史

v1.0.2

- Updated project metadata: Added homepage, repository links, and relevant keywords for discoverability. - Expanded and clarified documentation in SKILL.md, including scientific foundation, cross-platform instructions, and output details. - Added bilingual (Chinese/English) documentation support and installation instructions. - Introduced structured templates, authority verification, and plugin architecture for extensibility. - Included new scientific references to support quality anchor and persona-based prompting approaches.

v1.0.1

- Added explicit version ("1.0.0") and license (MIT-0) fields to the SKILL.md metadata. - No changes to features, instructions, or documented capabilities.

v1.0.0

Expert Library Plus Skill v1.0.0 - Initial release of Expert Library Plus Skill for installing and managing an AI expert library system. - Provides support for 43+ expert personas with quality enhancement via name-based anchoring. - Enables installation, verification, backup/rollback, and custom name library creation for macOS, Linux, and Windows. - Features comprehensive error handling, conflict detection, and both automated/manual installation options. - Offers step-by-step usage instructions, sample prompts, and best practices for expert library management.

元数据

Slug expert-library-plus-skill

版本 1.0.2

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 3

常见问题

Expert Library Plus Skill 是什么？

Install and manage Expert Library Plus - the world's first AI expert library with name-based quality anchors. Enhances 43+ professional experts with historic... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 116 次。

如何安装 Expert Library Plus Skill？

在 OpenClaw 或 Claude Code 对话框中运行命令「/install expert-library-plus-skill」即可一键安装，无需额外配置。

Expert Library Plus Skill 是免费的吗？

是的，Expert Library Plus Skill 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。

Expert Library Plus Skill 支持哪些平台？

Expert Library Plus Skill 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。

谁开发了 Expert Library Plus Skill？

由 kalluche（@kalluche）开发并维护，当前版本 v1.0.2。

Expert Library Plus Skill