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Install in OpenClaw
/install skillclinic
Description
AI 技能体检诊断,检测Gene结构完整性、触发配置、内容质量
Usage Guidance
This skill is coherent with its stated purpose but has permissions to read and modify files. Before running it: (1) only provide explicit skill directories you trust — avoid pointing it at system or home directories; (2) back up the target skill files or use version control so you can review/revert edits; (3) inspect any proposed edits the skill shows before confirming 'apply'; (4) be cautious if you intend the agent to run autonomously — while this skill is not always-included, any automation that gives it file-edit permission increases risk. If you want stricter safety, request a dry-run audit (read-only) and refuse the 'apply fixes' step.
Capability Analysis
Type: OpenClaw Skill
Name: skillclinic
Version: 1.3.0
The 'Skill Clinic' bundle is a diagnostic tool designed to evaluate and improve the quality of other AI skills by checking their structure, trigger configurations, and content density. It utilizes standard file manipulation tools (Read, Glob, Write, Edit) to perform these checks and provides a scoring system and 'prescriptions' for improvements, which require user confirmation before execution. The logic and instructions across SKILL.md, reference/criteria.md, and the sample report are consistent with its stated purpose and show no signs of malicious intent, data exfiltration, or unauthorized persistence.
Capability Assessment
Purpose & Capability
Name/description: auditing skills (Gene structure, metadata.trigger, content quality). Declared artifacts (SKILL.md + reference docs + report) and allowed-tools (Read/Glob/Write/Edit/AskUserQuestion) align with that purpose. No unrelated binaries, env vars, or external credentials are requested.
Instruction Scope
Runtime instructions say ask the user for a skill name or full path, read SKILL.md and other docs in the directory, compute scores, produce recommendations, and optionally apply edits. Reading and editing skill files is coherent for an audit tool. Caution: because it accepts a full path, it can read/edit arbitrary files the agent has filesystem access to — ensure you only point it at the intended skill directory and review any edits before applying.
Install Mechanism
Instruction-only skill with no install spec and no code files; nothing is downloaded or written by an installer. This is the lowest-risk install model.
Credentials
No environment variables, credentials, or config paths are required. The skill's access (file read/write) is proportional to its purpose of auditing and optionally modifying skill files.
Persistence & Privilege
always:false and user-invocable:true. The skill is not force-included in every agent run. It can edit files (declared in allowed-tools), which is necessary for its 'apply fixes' function; edits should be performed only after explicit user confirmation (the SKILL.md indicates it will ask).
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install skillclinic - After installation, invoke the skill by name or use
/skillclinic - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.3.0
新增trigger字段检测,诊断技能无法触发的问题
v1.2.0
新增 Write/Edit 工具,可直接修改技能文档;新增 AVOID 表述规范
v1.1.0
改为鲁迅式半文半白风格,Token 精简 60%
v1.0.0
首次发布,AI 技能体检诊断工具
Metadata
Frequently Asked Questions
What is SkillClinic?
AI 技能体检诊断,检测Gene结构完整性、触发配置、内容质量. It is an AI Agent Skill for Claude Code / OpenClaw, with 133 downloads so far.
How do I install SkillClinic?
Run "/install skillclinic" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is SkillClinic free?
Yes, SkillClinic is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does SkillClinic support?
SkillClinic is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created SkillClinic?
It is built and maintained by fslong (@fslong520); the current version is v1.3.0.
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