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Skill Gap Finder
by
vx:17605205782
· GitHub ↗
· v1.0.0
· MIT-0
161
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Install in OpenClaw
/install skill-gap-finder
Description
扫描现有 Skill 套装,找重复、缺口、职责冲突和最该补的空位。;use for skills, bundle, analysis workflows;do not use for 臆造目录内容, 直接删除 skill.
Usage Guidance
This skill appears to do what it says: a local, read-only audit of a skills directory driven by resources/spec.json and resources/template.md. Before running it, (1) inspect scripts/run.py locally (already included) and run the smoke test; (2) avoid pointing it at directories that contain unredacted secrets or PII because the report can include file listings, headings and pattern matches; (3) run with --dry-run first and specify an explicit output path to avoid accidental overwrites; (4) if you plan to allow autonomous agent invocation, be comfortable with the agent being able to run a local script that reads files in any directory you pass to the skill. Overall this is internally coherent and low-risk, but treat scanned inputs as potentially sensitive.
Capability Analysis
Type: OpenClaw Skill
Name: skill-gap-finder
Version: 1.0.0
The 'skill-gap-finder' bundle is a utility designed to audit and analyze OpenClaw skill sets for redundancy and architectural gaps. The core logic in 'scripts/run.py' includes a security scanner ('pattern_audit') that proactively searches for high-risk patterns like 'curl|bash', 'rm -rf', and hardcoded secrets, masking sensitive data in its reports. The skill adheres to safety boundaries defined in 'SKILL.md' and 'README.md', focusing on read-only analysis and structured reporting without any evidence of data exfiltration or unauthorized execution.
Capability Assessment
Purpose & Capability
Name/description, SKILL.md, resources/spec.json, README and scripts/run.py all align: this is a directory-audit tool that reads a skills root and produces a structured Markdown report. The only declared runtime dependency is python3, which is appropriate for the included Python script.
Instruction Scope
SKILL.md instructs either running the included script or using the local template/spec to produce reports. The runtime script reads files under the supplied directory (many text/code file extensions) and emits summaries/snippets. This is expected, but users should be aware the tool will read repository files and may include filenames, headings, and short text snippets in the report.
Install Mechanism
No install spec; this is instruction-only plus a local script. No packages are downloaded and no archive extraction occurs. Risk from install mechanism is low.
Credentials
No environment variables, credentials, or external config paths are required. The script does scan file contents for patterns (including secret-like regexes) and will include findings in reports; that behavior is consistent with an audit tool but means you should not point it at directories containing unredacted secrets or private data unless you intend such scanning.
Persistence & Privilege
always:false and no special persistence was requested. The script can write an output file if a path is provided (normal behavior). The skill does not modify other skills' configs or request elevated privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skill-gap-finder - After installation, invoke the skill by name or use
/skill-gap-finder - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of Skill Gap Finder.
- Scans existing Skill bundles to identify gaps, duplicates, overlapping responsibilities, and the most critical missing roles.
- Produces structured reports with distribution, overlaps, key gaps, conflicts, priority recommendations, and publishing advice.
- Emphasizes auditability and safety: read-only analysis by default, with clear review drafts before actionable steps.
- Avoids fabricating directory content or making destructive changes.
- Includes routing rules for appropriate and safe usage.
Metadata
Frequently Asked Questions
What is Skill Gap Finder?
扫描现有 Skill 套装,找重复、缺口、职责冲突和最该补的空位。;use for skills, bundle, analysis workflows;do not use for 臆造目录内容, 直接删除 skill. It is an AI Agent Skill for Claude Code / OpenClaw, with 161 downloads so far.
How do I install Skill Gap Finder?
Run "/install skill-gap-finder" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Skill Gap Finder free?
Yes, Skill Gap Finder is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Skill Gap Finder support?
Skill Gap Finder is cross-platform and runs anywhere OpenClaw / Claude Code is available (darwin, linux, win32).
Who created Skill Gap Finder?
It is built and maintained by vx:17605205782 (@52yuanchangxing); the current version is v1.0.0.
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