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Skill Usage Analyzer
by
xiaoxiao19810912
· GitHub ↗
· v1.0.0
· MIT-0
135
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Install in OpenClaw
/install skill-usage-analyzer
Description
Analyze any OpenClaw skill and generate a comprehensive usage guide. Extracts examples, best practices, configuration options, and common pitfalls from SKILL...
Usage Guidance
This package appears to do what it says: parse SKILL.md files and generate reports. Before installing: 1) Inspect install.sh and the scripts (they're included) — the installer will copy files into ~/.openclaw/workspace/skills and can overwrite an existing directory. 2) Run the analyzer on a single SKILL.md first (python3 scripts/analyze_skill.py /path/to/SKILL.md) rather than installing system-wide to verify behavior. 3) If you care about isolation, run it in a sandbox or throwaway user account since it reads all SKILL.md files under your OpenClaw skills dir. 4) Confirm there are no unexpected network calls in any remaining truncated files before trusting automated or scheduled runs. Overall this is coherent and low-risk, but review before granting write access to your skills directory.
Capability Analysis
Type: OpenClaw Skill
Name: skill-usage-analyzer
Version: 1.0.0
The skill bundle is a legitimate utility designed to help users analyze, document, and discover OpenClaw skills. It contains several Python scripts (e.g., `analyze_skill.py`, `analyze_all.py`, `recommend_skill.py`) that parse local SKILL.md files to generate summaries, comparison matrices, and usage recommendations. The code relies exclusively on Python standard libraries, performs no network operations, and does not access sensitive system files or environment variables. The installation and testing scripts (`install.sh`, `test_install.sh`) follow standard practices without any signs of malicious intent or obfuscation.
Capability Assessment
Purpose & Capability
The skill's name/description (analyzer for SKILL.md) matches the included Python scripts that parse SKILL.md and produce reports. One minor inconsistency: registry metadata stated 'instruction-only' (no install spec), yet the package contains scripts and an install.sh installer — this is plausible but worth noting.
Instruction Scope
Runtime instructions and scripts focus on reading SKILL.md files and listing files under ~/.openclaw/workspace/skills. There are no instructions to read unrelated system paths, export credentials, or call external endpoints in the provided scripts.
Install Mechanism
There is no formal install spec in the registry, but an included install.sh copies the package into ~/.openclaw/workspace/skills and marks scripts executable. The installer operates locally and prompts before overwriting. No remote downloads or extraction from arbitrary URLs were found in the provided files.
Credentials
Requires only python3 and no environment variables, credentials, or configuration paths beyond the OpenClaw skills directory. The requested access (reading the skills folder) is proportional to the skill's purpose.
Persistence & Privilege
The skill is not set to always:true. The installer writes files into the user's OpenClaw skills directory (its own installation); scripts read installed SKILL.md files but do not modify other skills' configs. No elevated privileges or permanent system-wide changes were requested.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skill-usage-analyzer - After installation, invoke the skill by name or use
/skill-usage-analyzer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release.
- Analyze SKILL.md files from any OpenClaw skill and generate comprehensive, human-friendly usage guides.
- Extract key information including examples, best practices, configuration options, common pitfalls, file structure, and related links.
- Support advanced features such as skill comparison, frequency analysis, dependency graph generation, and creative usage idea generation.
- Output customizable in different formats (Markdown, JSON), and allows both single and bulk skill analysis.
- Provide creative and actionable suggestions, including use-case recommendations and learning paths.
Metadata
Frequently Asked Questions
What is Skill Usage Analyzer?
Analyze any OpenClaw skill and generate a comprehensive usage guide. Extracts examples, best practices, configuration options, and common pitfalls from SKILL... It is an AI Agent Skill for Claude Code / OpenClaw, with 135 downloads so far.
How do I install Skill Usage Analyzer?
Run "/install skill-usage-analyzer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Skill Usage Analyzer free?
Yes, Skill Usage Analyzer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Skill Usage Analyzer support?
Skill Usage Analyzer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Skill Usage Analyzer?
It is built and maintained by xiaoxiao19810912 (@xiaoxiao19810912); the current version is v1.0.0.
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